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Skill Frequencies: April, 2007 through 2023-02-13


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2023-02-13Jobs Found:5,948,715Click on column headings to sort
Skill IDSkill NamePrimary CategorySecondary CategoryNumber of SynonymsOccurrencesFrequencyLast 2 years OccurrencesLast 2 years FrequencyLast 2 years Growth/DeclineMovement
252Analytical ThinkingSoft SkillsProblem-solving skills1 22,9460.386% 3,6740.711% 0.325%84.238%
2Attention to DetailsSoft SkillsProblem-solving skills2 22,1500.372% 2,1740.421% 0.048%12.936%
8Conflict ResolutionSoft SkillsInterpersonal skills1 38,3270.644% 4,8950.947% 0.303%46.959%
231CooperationSoft SkillsInterpersonal skills1 51,7530.870% 5,3401.033% 0.163%18.728%
1428Creative ThinkingSoft SkillsProblem-solving skills1 30,1880.507% 4,2080.814% 0.306%60.394%
3CreativitySoft SkillsProblem-solving skills4 202,9603.412% 21,7434.206% 0.794%23.270%
4Critical thinkingSoft SkillsProblem-solving skills3 113,1131.901% 20,0853.885% 1.984%104.318%
1300FlexibilitySoft SkillsWork ethic1 283,6434.768% 34,5166.676% 1.908%40.022%
232IndependenceSoft SkillsInterpersonal skills1 37,4920.630% 5,3871.042% 0.412%65.331%
13Initiative/Motivation to workSoft SkillsWork ethic5 755,36112.698% 72,21613.969% 1.271%10.008%
256InnovationSoft SkillsProblem-solving skills1 557,0919.365% 74,60814.431% 5.067%54.101%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 633,37710.647% 68,24613.201% 2.554%23.983%
1422InternshipSoft SkillsWork ethic3 146,6182.465% 9,0011.741% -0.724%-29.360%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 5,1700.087% 9030.175% 0.088%100.976%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 458,8897.714% 59,23311.457% 3.743%48.526%
10LeadershipSoft SkillsInterpersonal skills1 1,310,96822.038% 135,16126.144% 4.106%18.633%
258LearningSoft SkillsProblem-solving skills1 627,79210.553% 91,54317.707% 7.154%67.786%
1Learning AbilitySoft SkillsProblem-solving skills3 114,6431.927% 11,7822.279% 0.352%18.255%
236ListeningSoft SkillsLanguage skills1 129,9542.185% 11,8552.293% 0.109%4.968%
260MathematicsSoft SkillsProblem-solving skills3 364,7966.132% 39,2767.597% 1.465%23.887%
261MemorizationSoft SkillsProblem-solving skills2 4450.007% 900.017% 0.010%132.718%
18Negotiation SkillsSoft SkillsLanguage skills1 50,1990.844% 3,3400.646% -0.198%-23.441%
262OptimizationSoft SkillsProblem-solving skills1 299,4635.034% 27,8825.393% 0.359%7.134%
19Oral CommunicationsSoft SkillsLanguage skills5 100,0911.683% 9,4661.831% 0.148%8.822%
273PersistenceSoft SkillsWork ethic1 21,8960.368% 1,9620.380% 0.011%3.105%
239PersuasionSoft SkillsLanguage skills1 10,7860.181% 1,4750.285% 0.104%57.354%
1301Physical SkillSoft SkillsWork ethic2 13,9990.235% 2,7490.532% 0.296%125.956%
240PresentationsSoft SkillsLanguage skills1 305,8585.142% 31,7336.138% 0.997%19.382%
265Problem Solving SkillsSoft SkillsProblem-solving skills3 1,068,27417.958% 97,55418.870% 0.912%5.077%
20Questioning skillsSoft SkillsLanguage skills1 1,8850.032% 1740.034% 0.002%6.215%
241Reading ComprehensionSoft SkillsLanguage skills1 2,1970.037% 2990.058% 0.021%56.599%
6Research skillsSoft SkillsProblem-solving skills1 10,9810.185% 1,0680.207% 0.022%11.912%
15ResponsibilitySoft SkillsWork ethic2 588,9099.900% 60,95211.790% 1.890%19.093%
234Self ControlSoft SkillsInterpersonal skills1 9310.016% 1190.023% 0.007%47.077%
11Self-esteemSoft SkillsInterpersonal skills1 1,3070.022% 890.017% -0.005%-21.646%
16Self-managementSoft SkillsWork ethic1 8,2890.139% 9530.184% 0.045%32.293%
250Stress ToleranceSoft SkillsPhysical skills1 2,0820.035% 3130.061% 0.026%72.986%
12TeamworkSoft SkillsInterpersonal skills1 264,4344.445% 26,7565.175% 0.730%16.426%
17Time ManagementSoft SkillsWork ethic2 222,2753.737% 26,3335.094% 1.357%36.319%
268VisualizationSoft SkillsProblem-solving skills1 103,5531.741% 19,2783.729% 1.988%114.213%
7Working under pressureSoft SkillsProblem-solving skills1 4,6240.078% 1,0860.210% 0.132%170.246%
21Written CommunicationsSoft SkillsLanguage skills5 874,93314.708% 68,74813.298% -1.410%-9.587%
172Account managementBusiness SkillsManagement skills1 68,6351.154% 5,4531.055% -0.099%-8.581%
22AccountingBusiness SkillsBusiness processes4 625,66110.518% 40,7797.888% -2.630%-25.003%
1263Accounting softwareBusiness SkillsBusiness processes8 73,0811.229% 3,5560.688% -0.541%-44.011%
174AdministrationBusiness SkillsManagement skills3 1,362,43622.903% 97,68618.895% -4.008%-17.498%
1313AnalystBusiness SkillsProject management1 968,18216.275% 88,06317.034% 0.759%4.661%
175Application managementBusiness SkillsManagement skills5 390,2176.560% 26,3115.089% -1.470%-22.415%
150Asset managementBusiness SkillsBusiness processes1 89,9211.512% 12,0432.329% 0.818%54.106%
151AuditingBusiness SkillsBusiness processes5 366,7956.166% 41,5608.039% 1.873%30.376%
1264Auditing softwareBusiness SkillsBusiness processes1 2490.004% 200.004% -0.000%-7.578%
152BillingBusiness SkillsBusiness processes1 149,5242.514% 11,2652.179% -0.335%-13.310%
153Bills of LadingBusiness SkillsBusiness processes1 3400.006% 760.015% 0.009%157.206%
1314Business AnalystBusiness SkillsProject management1 331,3385.570% 24,0484.652% -0.918%-16.487%
35Business IntelligenceBusiness SkillsStrategy skills1 238,8774.016% 19,1283.700% -0.316%-7.861%
155Business performance management (BPM)Business SkillsBusiness processes2 31,6200.532% 1,1270.218% -0.314%-58.988%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 111,6041.876% 1,9050.368% -1.508%-80.359%
36Business StrategyBusiness SkillsStrategy skills3 1,208,18220.310% 135,70426.249% 5.939%29.243%
182Calendar and schedulingBusiness SkillsProject management3 245,3364.124% 24,7424.786% 0.662%16.043%
156Capacity planningBusiness SkillsBusiness processes1 102,6471.726% 4,4590.863% -0.863%-50.015%
28Change ManagementBusiness SkillsManagement skills1 244,2824.106% 23,5954.564% 0.458%11.141%
183Content workflowBusiness SkillsProject management1 1960.003% 90.002% -0.002%-47.164%
24Contracting and legalBusiness SkillsBusiness processes2 420,3057.065% 42,4138.204% 1.138%16.113%
176CoordinationBusiness SkillsManagement skills1 309,6345.205% 34,7886.729% 1.524%29.279%
157Cost accountingBusiness SkillsBusiness processes1 9,2170.155% 8850.171% 0.016%10.484%
158Cost estimationBusiness SkillsBusiness processes1 4,5290.076% 3110.060% -0.016%-20.986%
1312Customer SupportBusiness SkillsBusiness processes6 1,105,18118.578% 85,73116.583% -1.996%-10.741%
1339EducationBusiness SkillsIndustry Segment1 73,7781.240% 13,0192.518% 1.278%103.048%
1333EnergyBusiness SkillsIndustry Segment1 298,5875.019% 26,3715.101% 0.082%1.625%
1340EntertainmentBusiness SkillsIndustry Segment1 258,5254.346% 8,5111.646% -2.700%-62.119%
1319EnvironmentalBusiness SkillsEnvironmental18 255,6864.298% 27,4405.308% 1.010%23.488%
1320Environmental StrategyBusiness SkillsEnvironmental14 84,4541.420% 20,6293.990% 2.571%181.064%
161FinancialBusiness SkillsBusiness processes2 1,885,89231.703% 440,24185.156% 53.453%168.609%
1275Financial Analysis softwareBusiness SkillsBusiness processes9 9,3660.157% 2,8210.546% 0.388%246.574%
1332Health CareBusiness SkillsIndustry Segment2 922,83815.513% 70,22313.583% -1.930%-12.441%
1341HospitalityBusiness SkillsIndustry Segment4 587,5269.877% 111,96421.657% 11.781%119.280%
177Human resourcesBusiness SkillsManagement skills2 431,0317.246% 28,0685.429% -1.817%-25.071%
1336InsuranceBusiness SkillsIndustry Segment1 31,7970.535% 2,0600.398% -0.136%-25.453%
1316Managing/SupervisionBusiness SkillsManagement skills6 3,285,08855.223% 251,14848.580% -6.644%-12.031%
1334ManufacturingBusiness SkillsIndustry Segment2 473,8527.966% 28,5775.528% -2.438%-30.606%
26MarketingBusiness SkillsBusiness processes1 704,26011.839% 68,71313.291% 1.452%12.267%
185MonitoringBusiness SkillsProject management1 696,57811.710% 70,88713.712% 2.002%17.096%
179NegotiationBusiness SkillsManagement skills1 204,2473.433% 18,4683.572% 0.139%4.043%
163Operation and ControlBusiness SkillsBusiness processes3 4,3430.073% 3830.074% 0.001%1.474%
29Outsourcing ManagementBusiness SkillsManagement skills3 167,1362.810% 4,2110.815% -1.995%-71.009%
167ProcurementBusiness SkillsBusiness processes1 170,1302.860% 13,8522.679% -0.181%-6.313%
1290Project Management softwareBusiness SkillsProject management3 137,0242.303% 7,0421.362% -0.941%-40.865%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 1,006,92116.927% 82,30415.920% -1.007%-5.947%
168QualityBusiness SkillsBusiness processes1 1,769,79329.751% 163,12231.553% 1.802%6.056%
1337Real EstateBusiness SkillsIndustry Segment2 207,2663.484% 6,1571.191% -2.293%-65.819%
1335RetailBusiness SkillsIndustry Segment2 1,057,62517.779% 63,86612.354% -5.425%-30.516%
34Risk ManagementBusiness SkillsProject management1 219,1083.683% 32,4856.284% 2.600%70.597%
169Service OrientationBusiness SkillsBusiness processes1 40,7860.686% 2,9670.574% -0.112%-16.295%
27Supply Chain ManagementBusiness SkillsBusiness processes3 221,3543.721% 18,3683.553% -0.168%-4.518%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 13,3660.225% 6940.134% -0.090%-40.255%
178TeachingBusiness SkillsManagement skills7 374,3586.293% 28,9325.596% -0.697%-11.072%
190TimekeepingBusiness SkillsProject management3 147,7732.484% 9,4311.824% -0.660%-26.564%
1296Timekeeping softwareBusiness SkillsProject management1 7,4550.125% 8910.172% 0.047%37.524%
171Total quality management (TQM)Business SkillsBusiness processes2 5,7150.096% 2650.051% -0.045%-46.645%
180TroubleshootingBusiness SkillsManagement skills1 735,17612.359% 57,20311.065% -1.294%-10.469%
181VerificationBusiness SkillsManagement skills1 354,2355.955% 29,7595.756% -0.199%-3.334%
1338Waste ManagementBusiness SkillsIndustry Segment1 5,3430.090% 2540.049% -0.041%-45.299%
191WorkflowBusiness SkillsProject management1 258,0654.338% 25,4284.919% 0.580%13.378%
31Working GloballyBusiness SkillsManagement skills3 25,6900.432% 6020.116% -0.315%-73.036%
32Working with Virtual TeamsBusiness SkillsManagement skills2 10,6860.180% 8220.159% -0.021%-11.488%
514GLTechnical SkillsSoftware development3 6,8980.116% 2740.053% -0.063%-54.294%
1510Access ControlTechnical SkillsSecurity1 59,3700.998% 5,9141.144% 0.146%14.620%
987Access servers & softwareTechnical SkillsNetwork10 168,0672.825% 11,9042.303% -0.523%-18.500%
38Agile Development MethodsTechnical SkillsSoftware development13 401,5726.751% 42,6668.253% 1.502%22.255%
304Algorithmic softwareTechnical SkillsBusiness applications1 1380.002% 70.001% -0.001%-41.633%
1546AlienvaultTechnical SkillsSecurity1 4170.007% 460.009% 0.002%26.931%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 6,3830.107% 4960.096% -0.011%-10.586%
1352AndroidTechnical SkillsMobile Platforms3 103,1881.735% 7,8401.516% -0.218%-12.575%
1351Apple iOSTechnical SkillsMobile Platforms6 67,1771.129% 3,7170.719% -0.410%-36.332%
120Apple operating systemsTechnical SkillsBusiness applications6 155,9742.622% 14,7892.861% 0.239%9.102%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 45,8750.771% 7880.152% -0.619%-80.235%
1543ArcSightTechnical SkillsSecurity1 8,6970.146% 3490.068% -0.079%-53.825%
1423Artificial IntelligenceTechnical SkillsInformation mgmt5 185,4393.117% 39,8427.707% 4.589%147.222%
1432Attribute-Based Access ControlTechnical SkillsSecurity2 7950.013% 1630.032% 0.018%135.921%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 3020.005% 690.013% 0.008%162.899%
1265Backup & RecoveryTechnical SkillsTechnical applications16 411,9976.926% 26,2315.074% -1.852%-26.740%
1386BiometricTechnical SkillsInformation mgmt2 14,6850.247% 7360.142% -0.104%-42.330%
1353BlackberryTechnical SkillsMobile Platforms2 37,0650.623% 3730.072% -0.551%-88.420%
336Borland DelphiTechnical SkillsBusiness applications1 7,0560.119% 2210.043% -0.076%-63.960%
337Borland JBuilderTechnical SkillsBusiness applications1 4,1970.071% 80.002% -0.069%-97.807%
338Borland ParadoxTechnical SkillsBusiness applications1 5050.008% 690.013% 0.005%57.219%
1436Bring Your Own DevicesTechnical SkillsSecurity1 2,2440.038% 6730.130% 0.092%245.095%
72Business Continuity PlanningTechnical SkillsHardware2 90,6311.524% 6,8621.327% -0.196%-12.879%
352Cadence OpusTechnical SkillsBusiness applications1 2,2660.038% 480.009% -0.029%-75.626%
868CalculatorsTechnical SkillsHardware1 5,4680.092% 6010.116% 0.024%26.472%
39CASE ToolsTechnical SkillsSoftware development1 331,5955.574% 30,0755.817% 0.243%4.363%
367Categorization or classification softwareTechnical SkillsBusiness applications1 21,4750.361% 1,0200.197% -0.164%-45.347%
1469CCPATechnical SkillsSecurity1 3,4760.058% 1,8560.359% 0.301%514.391%
1478Center for Internet SecurityTechnical SkillsSecurity1 124,7252.097% 24,9984.835% 2.739%130.621%
1441Certificate managementTechnical SkillsSecurity1 3,4340.058% 5460.106% 0.048%82.953%
112CertificationTechnical SkillsMisc3 1,169,48419.659% 124,14624.014% 4.354%22.148%
78CiscoTechnical SkillsHardware1 385,0996.474% 12,4512.408% -4.065%-62.797%
1009Cisco Systems IOSTechnical SkillsNetwork1 109,4061.839% 9,0501.751% -0.089%-4.818%
40Client-ServerTechnical SkillsSoftware development1 99,4481.672% 1,8450.357% -1.315%-78.652%
1437Cloud Access Security BrokerTechnical SkillsSecurity1 1,5840.027% 6140.119% 0.092%346.026%
1438Cloud Configuration ManagementTechnical SkillsSecurity1 5,2920.089% 5520.107% 0.018%20.023%
1445Cloud MigrationTechnical SkillsSecurity1 5,0470.085% 1,5610.302% 0.217%255.891%
1455cloud securityTechnical SkillsSecurity1 14,2720.240% 4,7830.925% 0.685%285.623%
1456Cloud Security Posture ManagementTechnical SkillsSecurity1 3990.007% 1450.028% 0.021%318.160%
1486Cloud ServicesTechnical SkillsSecurity1 61,3141.031% 10,5522.041% 1.010%98.026%
1011Cluster server softwareTechnical SkillsNetwork9 80,6761.356% 3,9080.756% -0.600%-44.261%
1147CMAKETechnical SkillsSoftware development1 2,0160.034% 2370.046% 0.012%35.271%
1151Compatibility testingTechnical SkillsSoftware development1 2,3800.040% 960.019% -0.021%-53.587%
1152CompilersTechnical SkillsSoftware development5 61,4261.033% 6,2521.209% 0.177%17.115%
1255Compliance softwareTechnical SkillsTechnical applications4 35,9370.604% 4,9470.957% 0.353%58.397%
385Computer aided design (CAD)Technical SkillsBusiness applications12 95,4081.604% 5,3001.025% -0.579%-36.080%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications4 9,2350.155% 6460.125% -0.030%-19.510%
875Computer diagnosticsTechnical SkillsHardware5 252,0924.238% 23,6614.577% 0.339%7.999%
1107Computer forensicsTechnical SkillsSecurity1 12,0090.202% 6840.132% -0.070%-34.462%
1266Computer HardwareTechnical SkillsHardware15 143,4072.411% 13,2972.572% 0.161%6.692%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 38,3140.644% 2360.046% -0.598%-92.912%
1015Computer serversTechnical SkillsNetwork6 471,4587.925% 23,4804.542% -3.384%-42.694%
1267Computer UtilitiesTechnical SkillsMisc2 3,7760.063% 2580.050% -0.014%-21.380%
1447Configuration Management DatabaseTechnical SkillsSecurity1 12,2540.206% 1,4540.281% 0.075%36.532%
1448Container securityTechnical SkillsSecurity1 5260.009% 2050.040% 0.031%348.451%
1449ContainersTechnical SkillsSecurity1 59,7731.005% 10,3572.003% 0.999%99.377%
59Content ManagerTechnical SkillsBusiness applications1 5,7900.097% 2770.054% -0.044%-44.951%
1439Continuous Diagnostics and MitigationTechnical SkillsSecurity1 4,7940.081% 1,1030.213% 0.133%164.743%
1396Continuous ImprovementTechnical SkillsSoftware development1 155,7412.618% 24,3294.706% 2.088%79.750%
1443Continuous Integration Continuous DeploymentTechnical SkillsSecurity3 156,8462.637% 28,6955.550% 2.914%110.513%
1453Control PlaneTechnical SkillsSecurity1 1,8700.031% 3410.066% 0.035%109.826%
878ControllersTechnical SkillsHardware3 41,1710.692% 3,4070.659% -0.033%-4.780%
1454Crown JewelsTechnical SkillsSecurity1 2710.005% 270.005% 0.001%14.641%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 7,2690.122% 8900.172% 0.050%40.884%
407Customer information control system (CICS)Technical SkillsBusiness applications2 18,4040.309% 8560.166% -0.144%-46.481%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 327,3875.503% 19,7893.828% -1.676%-30.448%
1368Cyber SecurityTechnical SkillsInformation mgmt3 181,7803.056% 36,9227.142% 4.086%133.715%
1479Cybersecurity FrameworkTechnical SkillsSecurity2 8,4190.142% 3,0870.597% 0.456%321.913%
1492Data Access GovernanceTechnical SkillsSecurity1 1,1900.020% 1840.036% 0.016%77.917%
953Data acquisition systemsTechnical SkillsInformation mgmt1 29,8350.502% 2,1520.416% -0.085%-17.003%
1434Data classificationTechnical SkillsSecurity1 4,0350.068% 8070.156% 0.088%130.132%
955Data compression softwareTechnical SkillsInformation mgmt1 15,9160.268% 7540.146% -0.122%-45.489%
956Data conversion softwareTechnical SkillsInformation mgmt1 22,8880.385% 1,0100.195% -0.189%-49.224%
958Data dictionaryTechnical SkillsInformation mgmt1 13,2720.223% 7570.146% -0.077%-34.369%
1495Data discoveryTechnical SkillsSecurity1 5,4510.092% 7720.149% 0.058%62.963%
959Data entryTechnical SkillsInformation mgmt1 207,1693.483% 4,9620.960% -2.523%-72.440%
1502Data Loss PreventionTechnical SkillsSecurity1 17,4320.293% 2,6780.518% 0.225%76.771%
962Data mappingTechnical SkillsInformation mgmt1 27,5280.463% 1,8710.362% -0.101%-21.793%
67Data MiningTechnical SkillsInformation mgmt5 141,4112.377% 9,2921.797% -0.580%-24.391%
963Data modelingTechnical SkillsInformation mgmt1 162,7942.737% 9,5831.854% -0.883%-32.265%
1496Data retentionTechnical SkillsSecurity1 4,0560.068% 3900.075% 0.007%10.640%
1494Data taggingTechnical SkillsSecurity1 4480.008% 440.009% 0.001%13.011%
68Data WarehousingTechnical SkillsInformation mgmt2 244,1664.105% 14,1352.734% -1.370%-33.387%
69Database AdministrationTechnical SkillsInformation mgmt12 310,4115.218% 14,8792.878% -2.340%-44.845%
969Database design softwareTechnical SkillsInformation mgmt16 245,5234.127% 11,1842.163% -1.964%-47.585%
1268Database ReportingTechnical SkillsInformation mgmt3 68,1451.146% 1,7570.340% -0.806%-70.332%
1373Database SecurityTechnical SkillsInformation mgmt1 1,4650.025% 2480.048% 0.023%94.787%
1269Database SecurityTechnical SkillsInformation mgmt2 9480.016% 670.013% -0.003%-18.677%
1270Database ServersTechnical SkillsInformation mgmt3 54,5200.917% 6910.134% -0.783%-85.416%
1271Database TestingTechnical SkillsInformation mgmt1 4,3360.073% 2110.041% -0.032%-44.006%
1160DebuggingTechnical SkillsSoftware development7 371,8416.251% 27,7625.370% -0.881%-14.091%
1385DecryptionTechnical SkillsInformation mgmt2 1,9640.033% 1900.037% 0.004%11.316%
1559DemistoTechnical SkillsSecurity1 1190.002% 280.005% 0.003%170.743%
1256Desktop partitioning softwareTechnical SkillsTechnical applications1 18,8670.317% 5760.111% -0.206%-64.871%
418Desktop publishing softwareTechnical SkillsBusiness applications13 102,3891.721% 13,6292.636% 0.915%53.164%
1272Development EnvironmentTechnical SkillsSoftware development13 248,3364.175% 13,3052.574% -1.601%-38.352%
1498Device ManagementTechnical SkillsSecurity1 13,1350.221% 2,0280.392% 0.171%77.658%
1273Digital ImagingTechnical SkillsHardware1 2,3710.040% 850.016% -0.023%-58.749%
883Digital Signal Processor (DSP)Technical SkillsHardware2 15,5940.262% 8610.167% -0.096%-36.468%
1446Digital TransformationTechnical SkillsSecurity1 35,6860.600% 11,2372.174% 1.574%262.326%
1472DISATechnical SkillsSecurity1 21,2630.357% 2,3560.456% 0.098%27.496%
423Disk operating system (DOS)Technical SkillsBusiness applications1 14,1440.238% 6680.129% -0.109%-45.656%
1497Distributed Denial of ServiceTechnical SkillsSecurity1 4,3950.074% 5300.103% 0.029%38.760%
1504DMZTechnical SkillsNetwork1 8,5780.144% 3200.062% -0.082%-57.075%
1451DockerTechnical SkillsSecurity1 63,2061.063% 16,7073.232% 2.169%204.149%
1307Doctor of PhilosophyTechnical SkillsMisc3 267,2574.493% 23,4404.534% 0.041%0.920%
973Document management softwareTechnical SkillsInformation mgmt4 51,4390.865% 3,9750.769% -0.096%-11.082%
1020Domain name system (DNS)Technical SkillsNetwork3 161,5592.716% 8,6351.670% -1.046%-38.500%
61DreamweaverTechnical SkillsSoftware development1 21,5780.363% 3890.075% -0.287%-79.256%
54DSS/GDSSTechnical SkillsBusiness applications5 61,8591.040% 3,8860.752% -0.288%-27.715%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 2310.004% 350.007% 0.003%74.342%
62EclipseTechnical SkillsSoftware development1 91,5701.539% 2,5460.492% -1.047%-68.007%
1308Electronic CommerceTechnical SkillsBusiness applications2 212,2013.567% 10,1031.954% -1.613%-45.216%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 43,1140.725% 2,2250.430% -0.294%-40.617%
1023Electronic mail softwareTechnical SkillsNetwork8 81,7871.375% 5,0980.986% -0.389%-28.276%
1384EncryptionTechnical SkillsInformation mgmt1 5600.009% 890.017% 0.008%82.873%
1507EndpointTechnical SkillsSecurity1 26,8690.452% 5,5391.071% 0.620%137.207%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 257,8744.335% 19,3213.737% -0.598%-13.788%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications15 304,9645.127% 19,1393.702% -1.424%-27.787%
1321Environmental CertificationTechnical SkillsEnvironmental1 1,0580.018% 1970.038% 0.020%114.253%
1328Environmental CleanupTechnical SkillsEnvironmental3 1,9810.033% 2650.051% 0.018%53.925%
1329Environmental EnergyTechnical SkillsEnvironmental25 26,4420.444% 3,3370.645% 0.201%45.214%
1330Environmental Energy ConservationTechnical SkillsEnvironmental12 23,0060.387% 2,8860.558% 0.171%44.345%
1327Environmental PollutionTechnical SkillsEnvironmental27 59,6021.002% 8,0791.563% 0.561%55.971%
1324Environmental Pollution ControlTechnical SkillsEnvironmental10 12,4430.209% 1,8140.351% 0.142%67.749%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental10 4,9370.083% 9970.193% 0.110%132.369%
1326Environmental Product StewardshipTechnical SkillsEnvironmental13 60,0901.010% 2,5570.495% -0.516%-51.036%
1331Environmental ScienceTechnical SkillsEnvironmental2 1,7710.030% 480.009% -0.020%-68.813%
1322Environmental TechnologyTechnical SkillsEnvironmental2 1,7370.029% 2570.050% 0.021%70.247%
1470EPRITechnical SkillsSecurity1 2060.003% 160.003% -0.000%-10.628%
1551ExabeamTechnical SkillsSecurity1 3470.006% 740.014% 0.008%145.386%
461Expert system softwareTechnical SkillsBusiness applications1 2,3010.039% 2870.056% 0.017%43.520%
1359FacebookTechnical SkillsSocial Networking1 549,0429.230% 7,8301.515% -7.715%-83.590%
463Facilities management softwareTechnical SkillsBusiness applications4 20,9950.353% 2,5960.502% 0.149%42.277%
1476FedRAMPTechnical SkillsSecurity1 6,2020.104% 1,6370.317% 0.212%203.713%
1467FINRATechnical SkillsSecurity1 4,2600.072% 1,0690.207% 0.135%188.745%
1556FireEyeTechnical SkillsSecurity1 3,8510.065% 2740.053% -0.012%-18.130%
1464FISMATechnical SkillsSecurity1 20,7240.348% 1,6380.317% -0.032%-9.053%
468Flight control softwareTechnical SkillsBusiness applications1 1,8010.030% 1080.021% -0.009%-30.999%
1508Flow analysisTechnical SkillsSecurity1 7,8170.131% 5560.108% -0.024%-18.157%
469Flowchart softwareTechnical SkillsBusiness applications5 15,4480.260% 1,1410.221% -0.039%-15.011%
1367ForensicTechnical SkillsInformation mgmt2 88,9171.495% 5,9751.156% -0.339%-22.679%
1552FortinetTechnical SkillsSecurity1 5,7230.096% 7720.149% 0.053%55.217%
1112Fraud DetectionTechnical SkillsSecurity1 38,1620.642% 5,4741.059% 0.417%65.052%
63FrontPageTechnical SkillsSoftware development1 3,4930.059% 180.003% -0.055%-94.070%
475Fund accounting softwareTechnical SkillsBusiness applications1 2,6570.045% 2700.052% 0.008%16.928%
1260GamingTechnical SkillsMisc2 123,2122.071% 10,3872.009% -0.062%-2.997%
1468GDPRTechnical SkillsSecurity1 7,1980.121% 2,6860.520% 0.399%329.379%
113Generic databasesTechnical SkillsInformation mgmt2 782,15213.148% 50,5529.778% -3.370%-25.631%
1365Google AppsTechnical SkillsBusiness applications4 18,4640.310% 1,8230.353% 0.042%13.608%
1364Google PlusTechnical SkillsSocial Networking1 1,5910.027% 20.000% -0.026%-98.554%
1512GovernanceTechnical SkillsSecurity1 197,3123.317% 32,5616.298% 2.981%89.885%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications33 334,2335.619% 24,7954.796% -0.822%-14.639%
484Graphic softwareTechnical SkillsBusiness applications16 427,5197.187% 24,8554.808% -2.379%-33.103%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 79,8791.343% 1,5700.304% -1.039%-77.384%
1323Green ITTechnical SkillsEnvironmental9 16,5560.278% 1,5680.303% 0.025%8.978%
893Guidance systemsTechnical SkillsHardware1 2790.005% 180.003% -0.001%-25.764%
1371HackingTechnical SkillsInformation mgmt5 29,6880.499% 2,5850.500% 0.001%0.190%
895Hardware description language (HDL)Technical SkillsHardware2 2,0110.034% 2480.048% 0.014%41.901%
1277Hardware DesignTechnical SkillsHardware21 46,2730.778% 4,0920.792% 0.014%1.755%
1278Hardware TestingTechnical SkillsHardware4 14,4930.244% 1,0960.212% -0.032%-12.984%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 4,5020.076% 9410.182% 0.106%140.509%
492Helpdesk or call centerTechnical SkillsBusiness applications2 302,0585.078% 18,8273.642% -1.436%-28.280%
1465HIPAATechnical SkillsSecurity1 72,6071.221% 9,3371.806% 0.586%47.971%
1473HITRUSTTechnical SkillsSecurity1 4,8940.082% 1,3070.253% 0.171%207.297%
1377Homeland SecurityTechnical SkillsInformation mgmt1 139,1072.338% 4,3010.832% -1.506%-64.423%
1487IaaSTechnical SkillsSecurity1 23,0100.387% 4,5410.878% 0.492%127.082%
114IBM databasesTechnical SkillsInformation mgmt2 116,4221.957% 3,5130.680% -1.278%-65.279%
121IBM operating systemsTechnical SkillsBusiness applications4 88,3881.486% 1,6510.319% -1.166%-78.507%
1513Identity Access ManagementTechnical SkillsSecurity2 46,8750.788% 7,5681.464% 0.676%85.775%
1511Identity Governance and AdministrationTechnical SkillsSecurity1 7500.013% 3450.067% 0.054%429.303%
898Image capture devicesTechnical SkillsHardware9 31,3410.527% 3,5300.683% 0.156%29.601%
524Industrial control softwareTechnical SkillsBusiness applications3 26,7220.449% 3,3880.655% 0.206%45.889%
1485Industrial Control SystemsTechnical SkillsSecurity1 12,1820.205% 1,6250.314% 0.110%53.491%
975Information retrieval or search softwareTechnical SkillsInformation mgmt5 76,7621.290% 5,8761.137% -0.154%-11.919%
1375Information SecurityTechnical SkillsInformation mgmt3 257,7454.333% 31,7786.147% 1.814%41.868%
899InfraredTechnical SkillsHardware1 6,8270.115% 2680.052% -0.063%-54.830%
1491Infrastructure as CodeTechnical SkillsSecurity1 13,4460.226% 4,1500.803% 0.577%255.142%
1180InstallationTechnical SkillsSoftware development1 450,3047.570% 27,6875.355% -2.214%-29.252%
901Interface definition language (IDL)Technical SkillsHardware1 1,7510.029% 680.013% -0.016%-55.314%
536Internet browser softwareTechnical SkillsBusiness applications4 29,2740.492% 1,2190.236% -0.256%-52.085%
1483Internet of ThingsTechnical SkillsSecurity1 34,0240.572% 6,8181.319% 0.747%130.578%
1578Internet proxyTechnical SkillsSecurity1 7450.013% 380.007% -0.005%-41.309%
1393Intrusion DetectionTechnical SkillsInformation mgmt1 56,8820.956% 3,6040.697% -0.259%-27.095%
541Inventory management softwareTechnical SkillsBusiness applications3 36,9280.621% 3,7690.729% 0.108%17.440%
1463ISO 22301Technical SkillsSecurity1 1530.003% 410.008% 0.005%208.347%
1459ISO 27000Technical SkillsSecurity1 3,8590.065% 4820.093% 0.028%43.721%
1460ISO 27001Technical SkillsSecurity1 19,3200.325% 3,6660.709% 0.384%118.339%
1461ISO 27002Technical SkillsSecurity1 2,1580.036% 1910.037% 0.001%1.842%
1414ISO 9000Technical SkillsSoftware development1 7,4590.125% 1590.031% -0.095%-75.472%
73IT Architecture/StandardsTechnical SkillsHardware2 44,9720.756% 3,6360.703% -0.053%-6.969%
1515IT Service ManagementTechnical SkillsSecurity1 43,9080.738% 5,8921.140% 0.402%54.407%
1481ITILTechnical SkillsSecurity1 165,0582.775% 14,9422.890% 0.116%4.164%
1357Java METechnical SkillsMobile Platforms2 2,3400.039% 30.001% -0.039%-98.525%
1035KernelTechnical SkillsNetwork1 44,5860.750% 1,3220.256% -0.494%-65.882%
1442Key managementTechnical SkillsSecurity1 12,0770.203% 1,0760.208% 0.005%2.518%
1450KubernetesTechnical SkillsSecurity1 42,8710.721% 15,2082.942% 2.221%308.183%
1279Laser toolsTechnical SkillsHardware1 1030.002% 300.006% 0.004%235.144%
907LasersTechnical SkillsHardware1 1,8340.031% 1520.029% -0.001%-4.635%
1516Least PrivilegeTechnical SkillsSecurity1 1,7410.029% 5010.097% 0.068%231.120%
1038License management softwareTechnical SkillsNetwork1 4,2830.072% 4760.092% 0.020%27.881%
1361LinkedInTechnical SkillsSocial Networking1 59,0420.993% 7,1081.375% 0.382%38.527%
1544LogRhythmTechnical SkillsSecurity1 1,4710.025% 1580.031% 0.006%23.592%
908Mainframe computersTechnical SkillsHardware2 139,9782.353% 4,2890.830% -1.523%-64.743%
124Mainframe operating systemsTechnical SkillsBusiness applications8 68,1111.145% 2,1700.420% -0.725%-63.340%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications9 107,1371.801% 3,9480.764% -1.037%-57.598%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 31,4410.529% 2,7720.536% 0.008%1.448%
1549McAfee Enterprise SecurityTechnical SkillsSecurity1 1610.003% 40.001% -0.002%-71.412%
1281Medical softwareTechnical SkillsBusiness applications9 47,0840.791% 4,6630.902% 0.110%13.956%
1452MesosTechnical SkillsSecurity1 3,2350.054% 2090.040% -0.014%-25.661%
1517Metadata analysisTechnical SkillsSecurity1 4580.008% 360.007% -0.001%-9.555%
1555Micro FocusTechnical SkillsSecurity1 3,4380.058% 3330.064% 0.007%11.451%
1433Micro-segmentationTechnical SkillsSecurity1 5600.009% 1730.033% 0.024%255.472%
115Microsoft databasesTechnical SkillsInformation mgmt5 667,67011.224% 25,9735.024% -6.200%-55.238%
119Microsoft operating systemsTechnical SkillsBusiness applications4 992,72316.688% 47,4209.172% -7.516%-45.036%
1518MITRETechnical SkillsSecurity1 9,2750.156% 1,0810.209% 0.053%34.109%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 25,8530.435% 1,1070.214% -0.220%-50.730%
1581Mobile securityTechnical SkillsSecurity2 4,0860.069% 3650.071% 0.002%2.788%
1431Multi-Factor AuthenticationTechnical SkillsSecurity3 8,2980.139% 1,9430.376% 0.236%169.430%
625MultimediaTechnical SkillsBusiness applications1 156,6672.634% 2,2300.431% -2.202%-83.621%
1362MySpaceTechnical SkillsSocial Networking1 5,4360.091% 20.000% -0.091%-99.577%
1471NERCTechnical SkillsSecurity1 6,5580.110% 8600.166% 0.056%50.895%
1548NetWitnessTechnical SkillsSecurity1 9860.017% 990.019% 0.003%15.533%
1499Network Access ControlTechnical SkillsSecurity2 12,5820.212% 9290.180% -0.032%-15.040%
74Network administrationTechnical SkillsHardware17 1,133,81819.060% 437,61584.648% 65.588%344.115%
1282Network Administration softwareTechnical SkillsNetwork18 279,8664.705% 19,4553.763% -0.941%-20.011%
1519Network discoveryTechnical SkillsSecurity1 7760.013% 1130.022% 0.009%67.557%
1283Network HardwareTechnical SkillsNetwork11 195,3033.283% 10,2671.986% -1.297%-39.510%
1284Network Monitoring softwareTechnical SkillsNetwork15 137,6542.314% 7,9391.536% -0.778%-33.637%
1059Network operation system software (NOS)Technical SkillsNetwork2 7,1730.121% 3860.075% -0.046%-38.080%
1369Network SecurityTechnical SkillsInformation mgmt1 29,8680.502% 1,3210.256% -0.247%-49.109%
1122Network securityTechnical SkillsSecurity1 166,1972.794% 11,1442.156% -0.638%-22.845%
1285Network Security softwareTechnical SkillsSecurity37 417,1407.012% 37,4477.243% 0.231%3.296%
1503Network SegmentationTechnical SkillsNetwork1 2,3460.039% 4150.080% 0.041%103.548%
1286Network softwareTechnical SkillsNetwork6 693,98211.666% 436,08184.351% 72.685%623.046%
1287Network TestingTechnical SkillsNetwork11 86,4711.454% 4,5890.888% -0.566%-38.935%
1521Next Generation FirewallTechnical SkillsSecurity2 2,2080.037% 4630.090% 0.052%141.284%
1458NISTTechnical SkillsSecurity1 65,7491.105% 12,7112.459% 1.353%122.453%
1065Novell network softwareTechnical SkillsNetwork2 6,0080.101% 910.018% -0.083%-82.572%
643OberonTechnical SkillsBusiness applications1 5630.009% 00.000% -0.009%-100.000%
1413Object Oriented DesignTechnical SkillsSoftware development2 115,9731.950% 1,8160.351% -1.598%-81.982%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 565,9099.513% 20,0163.872% -5.641%-59.302%
1288Office ApplicationsTechnical SkillsBusiness applications13 889,57214.954% 78,70015.223% 0.269%1.798%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 49,4490.831% 9590.185% -0.646%-77.684%
116Open-source databasesTechnical SkillsInformation mgmt4 276,7324.652% 14,9402.890% -1.762%-37.879%
118Open-source operating systemsTechnical SkillsBusiness applications8 798,15213.417% 38,6467.475% -5.942%-44.286%
56Operating SystemsTechnical SkillsBusiness applications3 481,8448.100% 32,2526.239% -1.861%-22.981%
1482Operational TechnologyTechnical SkillsSecurity1 12,7610.215% 2,1470.415% 0.201%93.595%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 4,2880.072% 5940.115% 0.043%59.396%
117Oracle databasesTechnical SkillsInformation mgmt1 821,93713.817% 29,0185.613% -8.204%-59.377%
1529Orchestration & AutomationTechnical SkillsSecurity1 8350.014% 1490.029% 0.015%105.327%
1488PaaSTechnical SkillsSecurity1 26,9150.452% 5,3051.026% 0.574%126.797%
1354Palm OSTechnical SkillsMobile Platforms3 3,3960.057% 10.000% -0.057%-99.661%
1522PanoramaTechnical SkillsSecurity1 1,3340.022% 2750.053% 0.031%137.205%
1466Payment Card IndustryTechnical SkillsSecurity1 63,7941.072% 7,6421.478% 0.406%37.840%
1376Penetration TestingTechnical SkillsInformation mgmt5 179,4063.016% 20,6073.986% 0.970%32.168%
1527Personal Healthcare InformationTechnical SkillsSecurity1 6,9350.117% 1,1710.227% 0.110%94.293%
1528Personally Identifiable InformationTechnical SkillsSecurity1 7,6940.129% 1,4540.281% 0.152%117.450%
1289Physical ToolsTechnical SkillsHardware1 5380.009% 770.015% 0.006%64.685%
683Point of sale (POS)Technical SkillsBusiness applications3 35,6160.599% 3,6560.707% 0.108%18.116%
1525Policy Decision PointTechnical SkillsSecurity1 1,6450.028% 1360.026% -0.001%-4.869%
1526Policy Enforcement PointTechnical SkillsSecurity1 1,5290.026% 1250.024% -0.002%-5.930%
686PolkaTechnical SkillsBusiness applications1 1,4960.025% 2200.043% 0.017%69.215%
931PrintersTechnical SkillsHardware4 69,3261.165% 8,6451.672% 0.507%43.488%
1430Privileged Account ManagementTechnical SkillsSecurity2 48,7890.820% 1,3080.253% -0.567%-69.152%
43ProgrammingTechnical SkillsSoftware development1 1,319,72522.185% 79,86615.448% -6.737%-30.365%
700ProvisioningTechnical SkillsBusiness applications1 82,6401.389% 7,2931.411% 0.021%1.546%
1545QRadarTechnical SkillsSecurity1 2,8180.047% 2930.057% 0.009%19.639%
1531Quality of ServiceTechnical SkillsSecurity1 47,0920.792% 2,8890.559% -0.233%-29.409%
1405Rapid Application DevelopmentTechnical SkillsSoftware development2 23,7300.399% 4350.084% -0.315%-78.907%
1553Rapid7Technical SkillsSecurity1 1,6390.028% 3480.067% 0.040%144.313%
1258Rate ControlTechnical SkillsTechnical applications1 2200.004% 50.001% -0.003%-73.849%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 50,4010.847% 3840.074% -0.773%-91.233%
1077Remote control softwareTechnical SkillsNetwork2 6,5060.109% 5590.108% -0.001%-1.135%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 2,9190.049% 920.018% -0.031%-63.734%
1379Risk AnalysisTechnical SkillsInformation mgmt1 38,6740.650% 3,9110.757% 0.106%16.363%
1262RoboticsTechnical SkillsHardware3 41,6900.701% 7,3691.425% 0.725%103.387%
1532Role-Based Access ControlTechnical SkillsSecurity3 6,8830.116% 7420.144% 0.028%24.043%
1318RSATechnical SkillsSecurity1 21,0660.354% 8300.161% -0.194%-54.664%
1489SaaSTechnical SkillsSecurity1 123,3832.074% 18,1303.507% 1.433%69.079%
1429SASETechnical SkillsSecurity2 1,1340.019% 5180.100% 0.081%425.610%
1533SCCMTechnical SkillsSecurity1 27,9570.470% 3,1210.604% 0.134%28.455%
44SDLCTechnical SkillsSoftware development7 645,01210.843% 40,4927.832% -3.011%-27.765%
1500SecOpsTechnical SkillsSecurity2 11,7070.197% 4,7650.922% 0.725%368.343%
1537Secure SDLCTechnical SkillsSecurity1 29,2330.491% 2350.045% -0.446%-90.750%
1132Secure shell (SSH)Technical SkillsSecurity1 4530.008% 90.002% -0.006%-77.139%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 65,7931.106% 3,0480.590% -0.516%-46.693%
1569Secure Web GatewayTechnical SkillsSecurity1 9,5300.160% 3150.061% -0.099%-61.967%
76SecurityTechnical SkillsHardware4 3,558,89759.826% 160,57631.060% -28.766%-48.083%
1382Security AuditTechnical SkillsInformation mgmt1 5,8160.098% 5150.100% 0.002%1.890%
1315Security ClearanceTechnical SkillsMisc2 493,8488.302% 32,2796.244% -2.058%-24.790%
1477Security FrameworksTechnical SkillsSecurity1 13,5720.228% 2,9290.567% 0.338%148.326%
1540Security Information and Event ManagementTechnical SkillsSecurity1 27,5350.463% 5,2341.012% 0.550%118.724%
1584Security Information ManagementTechnical SkillsSecurity1 8,5860.144% 3130.061% -0.084%-58.053%
1567Security Operations CenterTechnical SkillsSecurity1 38,5630.648% 7,9161.531% 0.883%136.201%
1381Security PlanTechnical SkillsInformation mgmt1 6,3370.107% 6990.135% 0.029%26.923%
1380Security PolicyTechnical SkillsInformation mgmt2 103,3031.737% 11,4632.217% 0.481%27.683%
1457Security StandardsTechnical SkillsSecurity1 53,8810.906% 6,9631.347% 0.441%48.699%
1135Security testing softwareTechnical SkillsSecurity1 17,3080.291% 1,7460.338% 0.047%16.076%
1550SecuronixTechnical SkillsSecurity1 1860.003% 150.003% -0.000%-7.205%
1538SegmentationTechnical SkillsSecurity1 24,4970.412% 3,3850.655% 0.243%58.998%
60Sharepoint ServerTechnical SkillsBusiness applications1 15,5310.261% 1450.028% -0.233%-89.257%
1084Signal generatorsTechnical SkillsNetwork1 1,8740.032% 1960.038% 0.006%20.346%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 40,3380.678% 8990.174% -0.504%-74.356%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 178,0652.993% 7,9661.541% -1.452%-48.524%
1220Simulation softwareTechnical SkillsSoftware development5 96,8291.628% 8,2771.601% -0.027%-1.641%
1568Single Sign-OnTechnical SkillsSecurity3 36,1100.607% 3,4800.673% 0.066%10.892%
1558SOARTechnical SkillsSecurity1 3,2060.054% 9870.191% 0.137%254.242%
1475SOC 2Technical SkillsSecurity1 6,2650.105% 1,9290.373% 0.268%254.289%
1366Social NetworkTechnical SkillsSocial Networking1 14,9420.251% 4640.090% -0.161%-64.268%
1358Social NetworkingTechnical SkillsSocial Networking1 26,1970.440% 9970.193% -0.248%-56.208%
1534Software Defined NetworkTechnical SkillsSecurity2 7,8690.132% 8040.156% 0.023%17.566%
1535Software Defined Wide Area NetworkTechnical SkillsSecurity1 3,6050.061% 1,1530.223% 0.162%268.020%
42Software DevelopmentTechnical SkillsSoftware development2 1,343,08322.578% 72,85514.092% -8.485%-37.583%
1291Software Development softwareTechnical SkillsSoftware development3 7,8390.132% 1460.028% -0.104%-78.569%
1309Software EngineeringTechnical SkillsSoftware development1 839,00814.104% 62,35312.061% -2.043%-14.486%
1292Software InstallationTechnical SkillsSoftware development4 655,72511.023% 53,52010.352% -0.671%-6.084%
1223Software librariesTechnical SkillsSoftware development1 1,9870.033% 1580.031% -0.003%-8.503%
1293Software MaintenanceTechnical SkillsSoftware development1 34,3130.577% 1,0840.210% -0.367%-63.649%
1294Software TestingTechnical SkillsSoftware development14 619,93010.421% 47,7109.229% -1.193%-11.445%
1225Source code management (SCM)Technical SkillsSoftware development5 194,0543.262% 11,8922.300% -0.962%-29.485%
1541SplunkTechnical SkillsSecurity1 37,5160.631% 7,6221.474% 0.844%133.776%
1229Static analysis softwareTechnical SkillsSoftware development1 4,7940.081% 2850.055% -0.025%-31.594%
772Statistical analysis softwareTechnical SkillsBusiness applications27 513,3878.630% 53,28710.307% 1.677%19.433%
774Statistical softwareTechnical SkillsBusiness applications1 247,0394.153% 35,6406.894% 2.741%66.004%
1230Stress testing softwareTechnical SkillsSoftware development1 13,0690.220% 9780.189% -0.031%-13.892%
1547sumo logicTechnical SkillsSecurity1 1,4220.024% 3010.058% 0.034%143.564%
122Sun operating systemsTechnical SkillsBusiness applications3 176,9762.975% 2,5750.498% -2.477%-83.258%
939Surveillance systemsTechnical SkillsHardware5 64,8911.091% 6,5801.273% 0.182%16.678%
1564SwimlaneTechnical SkillsSecurity1 1760.003% 360.007% 0.004%135.362%
791Symantec softwareTechnical SkillsBusiness applications1 35,2010.592% 7600.147% -0.445%-75.157%
1355SymbianTechnical SkillsMobile Platforms1 1280.002% 10.000% -0.002%-91.010%
1310System AdministrationTechnical SkillsNetwork4 347,1025.835% 22,4724.347% -1.488%-25.504%
45System TestingTechnical SkillsSoftware development5 113,6651.911% 7,2751.407% -0.504%-26.353%
46Systems AnalysisTechnical SkillsSoftware development8 452,3057.603% 33,1826.418% -1.185%-15.585%
47Systems DesignTechnical SkillsSoftware development1 73,7461.240% 4,7140.912% -0.328%-26.447%
1233Systems EvaluationTechnical SkillsSoftware development1 1,1720.020% 1540.030% 0.010%51.196%
1234Systems integrationTechnical SkillsSoftware development8 307,4595.168% 8,3071.607% -3.562%-68.911%
75TCP/IPTechnical SkillsHardware3 268,7314.517% 11,4602.217% -2.301%-50.930%
1235Technology DesignTechnical SkillsSoftware development1 9,1710.154% 5360.104% -0.050%-32.750%
1236TemplatesTechnical SkillsSoftware development1 92,3491.552% 7,6741.484% -0.068%-4.383%
1239Test implementationTechnical SkillsSoftware development1 3,3220.056% 5600.108% 0.052%93.970%
1302TestingTechnical SkillsSoftware development1 1,730,86029.096% 134,16025.951% -3.146%-10.812%
1435Threat IntelligenceTechnical SkillsSecurity1 11,1220.187% 2,4200.468% 0.281%150.368%
1561ThreatConnectTechnical SkillsSecurity1 3250.005% 300.006% 0.000%6.215%
1571Traffic AnalysisTechnical SkillsSecurity1 6,2740.105% 4380.085% -0.021%-19.670%
1570Traffic CaptureTechnical SkillsSecurity1 2190.004% 100.002% -0.002%-47.458%
1297Training softwareTechnical SkillsBusiness applications3 6,7590.114% 7430.144% 0.030%26.489%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 7,5830.127% 3290.064% -0.064%-50.077%
1360TwitterTechnical SkillsSocial Networking1 80,8661.359% 5,1961.005% -0.354%-26.065%
1411Unified ProcessTechnical SkillsSoftware development1 11,2290.189% 770.015% -0.174%-92.110%
123UNIX operating systemsTechnical SkillsBusiness applications5 711,92111.968% 16,6693.224% -8.743%-73.058%
1298UNIX ShellsTechnical SkillsBusiness applications4 157,9872.656% 5,7321.109% -1.547%-58.252%
1410Use CaseTechnical SkillsSoftware development1 38,7040.651% 2,2160.429% -0.222%-34.119%
1573User and Entity Behavior AnalyticsTechnical SkillsSecurity1 3650.006% 1260.024% 0.018%297.214%
1572User Behavior AnalyticsTechnical SkillsSecurity1 5000.008% 1180.023% 0.014%171.556%
48User-Interface DesignTechnical SkillsSoftware development2 351,6465.911% 19,3143.736% -2.175%-36.801%
836Video creation and editing softwareTechnical SkillsBusiness applications3 19,5480.329% 8910.172% -0.156%-47.553%
1574Virtual MachineTechnical SkillsSecurity1 31,1970.524% 2,3780.460% -0.064%-12.291%
840Visual Color DiscriminationTechnical SkillsBusiness applications2 4840.008% 890.017% 0.009%111.588%
64Visual StudioTechnical SkillsSoftware development1 160,0952.691% 5,5361.071% -1.620%-60.211%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 8,5810.144% 5500.106% -0.038%-26.248%
77Voice/Data TelecomTechnical SkillsHardware10 450,6527.576% 22,8714.424% -3.152%-41.603%
1575Vulnerability ManagementTechnical SkillsSecurity1 26,4110.444% 4,6930.908% 0.464%104.462%
1583Vulnerability TestingTechnical SkillsSecurity1 5,7170.096% 4620.089% -0.007%-7.013%
1577Web Application FirewallTechnical SkillsSecurity1 4,9970.084% 9370.181% 0.097%115.763%
1299Web Application ServerTechnical SkillsBusiness applications8 201,3623.385% 2,7970.541% -2.844%-84.017%
1248Web platform development softwareTechnical SkillsSoftware development5 11,3440.191% 490.009% -0.181%-95.030%
65web programmerTechnical SkillsSoftware development4 100,9091.696% 3,0460.589% -1.107%-65.267%
1579Web proxyTechnical SkillsSecurity1 2,3790.040% 2100.041% 0.001%1.571%
58Web serversTechnical SkillsBusiness applications6 340,1465.718% 10,2551.984% -3.734%-65.309%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 243,5384.094% 7,7561.500% -2.594%-63.355%
1356Windows CETechnical SkillsMobile Platforms4 23,6760.398% 1190.023% -0.375%-94.217%
1102WirelessTechnical SkillsNetwork5 220,6763.710% 14,8302.869% -0.841%-22.673%
1363YouTubeTechnical SkillsSocial Networking2 17,5040.294% 2,6270.508% 0.214%72.691%
1524Zero TrustTechnical SkillsSecurity2 1,6190.027% 9610.186% 0.159%583.004%
79.NETProgramming SkillsCurrent1 539,9149.076% 17,0903.306% -5.770%-63.578%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 2000.003% 200.004% 0.001%15.066%
209A programming language (APL)Programming SkillsLegacy2 8,7350.147% 7740.150% 0.003%1.959%
99AdaProgramming SkillsLegacy1 39,1620.658% 7,5891.468% 0.810%122.980%
80AJAXProgramming SkillsCurrent1 248,2284.173% 2,5510.493% -3.679%-88.175%
210Algorithmic language (ALGOL)Programming SkillsLegacy1 1430.002% 30.001% -0.002%-75.860%
192Apple AppleScriptProgramming SkillsCurrent1 7620.013% 370.007% -0.006%-44.128%
81ASPProgramming SkillsCurrent2 337,2935.670% 7,8091.510% -4.160%-73.360%
108AssemblyProgramming SkillsLegacy2 11,6200.195% 2930.057% -0.139%-70.986%
211AWKProgramming SkillsLegacy1 9,0190.152% 1790.035% -0.117%-77.163%
83C#Programming SkillsCurrent2 554,9679.329% 23,9924.641% -4.688%-50.255%
82C/C++Programming SkillsCurrent3 1,335,74822.454% 390,51275.537% 53.082%236.401%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 408,6436.869% 19,7563.821% -3.048%-44.371%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 1,2640.021% 160.003% -0.018%-85.435%
84CGIProgramming SkillsCurrent2 38,1120.641% 5640.109% -0.532%-82.972%
217ClipperProgramming SkillsLegacy1 7880.013% 160.003% -0.010%-76.636%
218CLUProgramming SkillsLegacy1 4640.008% 130.003% -0.005%-67.762%
100CobolProgramming SkillsLegacy1 36,4410.613% 1,5510.300% -0.313%-51.026%
85ColdFusionProgramming SkillsCurrent2 27,4760.462% 5000.097% -0.365%-79.061%
219Combined programming language (CPL)Programming SkillsLegacy1 7050.012% 400.008% -0.004%-34.714%
195Component object model (COM)Programming SkillsCurrent1 5860.010% 30.001% -0.009%-94.109%
125Database programmingProgramming SkillsCurrent3 104,8781.763% 2,1570.417% -1.346%-76.335%
1501DevOpsProgramming SkillsMisc1 105,4131.772% 28,2685.468% 3.696%208.566%
196Distributed component object model (DCOM)Programming SkillsCurrent1 6,0820.102% 340.007% -0.096%-93.568%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 238,2394.005% 212,94841.191% 37.186%928.508%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 9,3320.157% 7910.153% -0.004%-2.468%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 43,1620.726% 4290.083% -0.643%-88.563%
109ForthProgramming SkillsLegacy1 34,1760.575% 9,8931.914% 1.339%233.084%
102FortranProgramming SkillsLegacy1 7,9610.134% 2850.055% -0.079%-58.807%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 875,19414.712% 29,5745.720% -8.992%-61.118%
222JProgramming SkillsLegacy1 23,2670.391% 1,8830.364% -0.027%-6.877%
87Java/J2EE/J2PProgramming SkillsCurrent4 1,166,77719.614% 53,28010.306% -9.308%-47.456%
97JavaScriptProgramming SkillsCurrent3 670,65411.274% 38,3057.409% -3.865%-34.279%
89JavaServer FacesProgramming SkillsCurrent3 37,3360.628% 5120.099% -0.529%-84.221%
88JavaServer PagesProgramming SkillsCurrent3 159,6142.683% 2,1430.415% -2.269%-84.551%
223Job control language (JCL)Programming SkillsLegacy2 23,5760.396% 7620.147% -0.249%-62.810%
126LAMPProgramming SkillsCurrent1 45,6210.767% 7860.152% -0.615%-80.175%
104LispProgramming SkillsLegacy1 2,9360.049% 1160.022% -0.027%-54.538%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 5,0170.084% 8260.160% 0.075%89.445%
201Microsoft ActiveXProgramming SkillsCurrent1 5,6930.096% 380.007% -0.088%-92.320%
107PascalProgramming SkillsLegacy1 2,1000.035% 240.005% -0.031%-86.850%
90PerlProgramming SkillsCurrent1 325,4305.471% 8,6511.673% -3.797%-69.412%
91PHPProgramming SkillsCurrent1 198,6073.339% 7,1471.382% -1.956%-58.593%
103PL/1Programming SkillsLegacy3 9660.016% 630.012% -0.004%-24.957%
105PrologProgramming SkillsLegacy1 1,9150.032% 530.010% -0.022%-68.154%
95PythonProgramming SkillsCurrent1 451,9527.597% 63,68112.318% 4.720%62.130%
227RProgramming SkillsCurrent1 839,15114.106% 424,80782.170% 68.064%482.503%
228Register transfer language (RTL)Programming SkillsLegacy1 55,6810.936% 1,0190.197% -0.739%-78.942%
1216Ruby/Ruby on RailsProgramming SkillsCurrent1 138,3952.326% 7,9521.538% -0.788%-33.885%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 2,2270.037% 1120.022% -0.016%-42.131%
206Scripting languagesProgramming SkillsCurrent1 117,0541.968% 8,8281.708% -0.260%-13.219%
101SmalltalkProgramming SkillsLegacy1 1,1230.019% 70.001% -0.018%-92.828%
92SQLProgramming SkillsCurrent3 1,547,11826.008% 81,91615.845% -10.163%-39.075%
110TCLProgramming SkillsLegacy1 20,7620.349% 9580.185% -0.164%-46.906%
98Unified Modeling LanguageProgramming SkillsCurrent2 122,1162.053% 1,7470.338% -1.715%-83.539%
93Visual BasicProgramming SkillsCurrent6 302,0035.077% 8,4551.635% -3.441%-67.786%
207Web service definition language (WSDL)Programming SkillsCurrent2 34,0130.572% 7070.137% -0.435%-76.082%
94XMLProgramming SkillsCurrent2 541,7599.107% 12,9412.503% -6.604%-72.514%
1342Computer ScienceMajorsComputer Science2 3,944,63266.311% 279,72854.108% -12.203%-18.403%
1344Information TechnologyMajorsInformation Technology3 2,370,51139.849% 149,51228.920% -10.929%-27.426%
1343Management Information SystemsMajorsManagement Information Systems9 1,640,86827.584% 225,05743.533% 15.949%57.821%


mis Degrees

Management Information Systems

2023-02-13Jobs Found:1,849,551Click on column headings to sort
Skill IDSkill NamePrimary CategorySecondary CategoryNumber of SynonymsOccurrencesFrequencyLast 2 years OccurrencesLast 2 years FrequencyLast 2 years Growth/DeclineMovement
252Analytical ThinkingSoft SkillsProblem-solving skills1 9,3880.508% 2,2430.864% 0.356%70.149%
2Attention to DetailsSoft SkillsProblem-solving skills2 7,2980.395% 1,1960.461% 0.066%16.708%
8Conflict ResolutionSoft SkillsInterpersonal skills1 14,4500.781% 3,2331.245% 0.464%59.335%
231CooperationSoft SkillsInterpersonal skills1 19,7731.069% 2,7891.074% 0.005%0.450%
1428Creative ThinkingSoft SkillsProblem-solving skills1 9,8500.533% 2,4130.929% 0.397%74.459%
3CreativitySoft SkillsProblem-solving skills4 59,7023.228% 10,3643.991% 0.763%23.626%
4Critical thinkingSoft SkillsProblem-solving skills3 46,7202.526% 12,5964.850% 2.324%92.001%
1300FlexibilitySoft SkillsWork ethic1 94,5975.115% 19,1337.367% 2.252%44.038%
232IndependenceSoft SkillsInterpersonal skills1 14,1130.763% 3,4401.325% 0.561%73.585%
13Initiative/Motivation to workSoft SkillsWork ethic5 261,86714.158% 41,15515.846% 1.688%11.922%
256InnovationSoft SkillsProblem-solving skills1 200,82810.858% 37,79014.551% 3.692%34.006%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 255,88813.835% 43,35316.693% 2.858%20.654%
1422InternshipSoft SkillsWork ethic3 34,0951.843% 3,6721.414% -0.430%-23.302%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 2,0540.111% 4700.181% 0.070%62.956%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 178,8339.669% 35,58713.702% 4.033%41.715%
10LeadershipSoft SkillsInterpersonal skills1 491,15726.555% 78,99530.416% 3.861%14.539%
258LearningSoft SkillsProblem-solving skills1 175,0169.463% 43,29516.670% 7.208%76.170%
1Learning AbilitySoft SkillsProblem-solving skills3 36,8311.991% 6,2622.411% 0.420%21.080%
236ListeningSoft SkillsLanguage skills1 39,1692.118% 7,1102.738% 0.620%29.271%
260MathematicsSoft SkillsProblem-solving skills3 115,9146.267% 19,8227.632% 1.365%21.782%
261MemorizationSoft SkillsProblem-solving skills2 2270.012% 630.024% 0.012%97.646%
18Negotiation SkillsSoft SkillsLanguage skills1 21,3481.154% 2,0560.792% -0.363%-31.414%
262OptimizationSoft SkillsProblem-solving skills1 84,5414.571% 14,1485.448% 0.877%19.179%
19Oral CommunicationsSoft SkillsLanguage skills5 34,4551.863% 5,5732.146% 0.283%15.189%
273PersistenceSoft SkillsWork ethic1 6,7520.365% 1,2110.466% 0.101%27.727%
239PersuasionSoft SkillsLanguage skills1 4,7590.257% 9930.382% 0.125%48.596%
1301Physical SkillSoft SkillsWork ethic2 7,0140.379% 1,8790.723% 0.344%90.780%
240PresentationsSoft SkillsLanguage skills1 115,5016.245% 18,3997.084% 0.840%13.444%
265Problem Solving SkillsSoft SkillsProblem-solving skills3 378,36120.457% 55,74321.463% 1.006%4.920%
20Questioning skillsSoft SkillsLanguage skills1 5330.029% 1020.039% 0.010%36.284%
241Reading ComprehensionSoft SkillsLanguage skills1 9090.049% 2390.092% 0.043%87.243%
6Research skillsSoft SkillsProblem-solving skills1 3,7480.203% 6120.236% 0.033%16.285%
15ResponsibilitySoft SkillsWork ethic2 228,30412.344% 35,73613.760% 1.416%11.472%
234Self ControlSoft SkillsInterpersonal skills1 4880.026% 710.027% 0.001%3.612%
11Self-esteemSoft SkillsInterpersonal skills1 2210.012% 640.025% 0.013%106.234%
16Self-managementSoft SkillsWork ethic1 2,9110.157% 6120.236% 0.078%49.721%
250Stress ToleranceSoft SkillsPhysical skills1 8550.046% 1520.059% 0.012%26.605%
12TeamworkSoft SkillsInterpersonal skills1 97,4535.269% 14,3925.542% 0.272%5.172%
17Time ManagementSoft SkillsWork ethic2 86,1144.656% 16,5436.370% 1.714%36.809%
268VisualizationSoft SkillsProblem-solving skills1 31,9971.730% 10,0253.860% 2.130%123.125%
7Working under pressureSoft SkillsProblem-solving skills1 1,9030.103% 6690.258% 0.155%150.357%
21Written CommunicationsSoft SkillsLanguage skills5 282,38715.268% 37,49514.437% -0.831%-5.441%
172Account managementBusiness SkillsManagement skills1 30,1021.628% 2,9321.129% -0.499%-30.635%
22AccountingBusiness SkillsBusiness processes4 235,07712.710% 30,04811.570% -1.140%-8.971%
1263Accounting softwareBusiness SkillsBusiness processes8 11,7560.636% 1,5390.593% -0.043%-6.771%
174AdministrationBusiness SkillsManagement skills3 520,86428.162% 64,95225.009% -3.153%-11.194%
1313AnalystBusiness SkillsProject management1 411,45122.246% 54,42920.957% -1.289%-5.793%
175Application managementBusiness SkillsManagement skills5 140,9167.619% 16,7066.432% -1.186%-15.572%
150Asset managementBusiness SkillsBusiness processes1 41,2302.229% 7,4712.877% 0.647%29.044%
151AuditingBusiness SkillsBusiness processes5 177,8109.614% 31,05911.959% 2.345%24.395%
1264Auditing softwareBusiness SkillsBusiness processes1 2150.012% 190.007% -0.004%-37.066%
152BillingBusiness SkillsBusiness processes1 52,9812.865% 7,7502.984% 0.120%4.173%
153Bills of LadingBusiness SkillsBusiness processes1 1330.007% 420.016% 0.009%124.890%
1314Business AnalystBusiness SkillsProject management1 127,0606.870% 16,4896.349% -0.521%-7.582%
35Business IntelligenceBusiness SkillsStrategy skills1 94,9955.136% 11,8184.550% -0.586%-11.404%
155Business performance management (BPM)Business SkillsBusiness processes2 10,3720.561% 8000.308% -0.253%-45.071%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 78,6994.255% 1,5070.580% -3.675%-86.363%
36Business StrategyBusiness SkillsStrategy skills3 455,98224.654% 78,49530.224% 5.570%22.593%
182Calendar and schedulingBusiness SkillsProject management3 98,2105.310% 16,4526.335% 1.025%19.299%
156Capacity planningBusiness SkillsBusiness processes1 35,7571.933% 2,7141.045% -0.888%-45.947%
28Change ManagementBusiness SkillsManagement skills1 111,9426.052% 16,4156.320% 0.268%4.429%
183Content workflowBusiness SkillsProject management1 830.004% 30.001% -0.003%-74.260%
24Contracting and legalBusiness SkillsBusiness processes2 139,6617.551% 22,5118.668% 1.117%14.787%
176CoordinationBusiness SkillsManagement skills1 128,3686.940% 21,4178.246% 1.306%18.816%
157Cost accountingBusiness SkillsBusiness processes1 4,6520.252% 6150.237% -0.015%-5.853%
158Cost estimationBusiness SkillsBusiness processes1 1,7950.097% 1940.075% -0.022%-23.032%
1312Customer SupportBusiness SkillsBusiness processes6 393,27721.263% 49,54219.076% -2.188%-10.289%
1339EducationBusiness SkillsIndustry Segment1 29,6521.603% 7,6762.956% 1.352%84.354%
1333EnergyBusiness SkillsIndustry Segment1 106,3625.751% 13,1445.061% -0.690%-11.994%
1340EntertainmentBusiness SkillsIndustry Segment1 40,3802.183% 3,6821.418% -0.766%-35.063%
1319EnvironmentalBusiness SkillsEnvironmental18 74,6174.034% 14,1915.464% 1.430%35.440%
1320Environmental StrategyBusiness SkillsEnvironmental14 24,5381.327% 10,7374.134% 2.807%211.614%
161FinancialBusiness SkillsBusiness processes2 727,69139.344% 230,34788.693% 49.349%125.428%
1275Financial Analysis softwareBusiness SkillsBusiness processes9 5,2560.284% 2,4820.956% 0.671%236.294%
1332Health CareBusiness SkillsIndustry Segment2 309,11316.713% 38,14614.688% -2.025%-12.117%
1341HospitalityBusiness SkillsIndustry Segment4 182,1629.849% 57,95122.313% 12.464%126.556%
177Human resourcesBusiness SkillsManagement skills2 130,8127.073% 17,4096.703% -0.369%-5.224%
1336InsuranceBusiness SkillsIndustry Segment1 13,2290.715% 1,2470.480% -0.235%-32.871%
1316Managing/SupervisionBusiness SkillsManagement skills6 1,121,49360.636% 142,64154.923% -5.713%-9.422%
1334ManufacturingBusiness SkillsIndustry Segment2 139,7467.556% 13,2475.101% -2.455%-32.493%
26MarketingBusiness SkillsBusiness processes1 183,3259.912% 32,58912.548% 2.636%26.597%
185MonitoringBusiness SkillsProject management1 268,82214.534% 43,12516.605% 2.070%14.245%
179NegotiationBusiness SkillsManagement skills1 81,2754.394% 10,5684.069% -0.325%-7.401%
163Operation and ControlBusiness SkillsBusiness processes3 2,1640.117% 2650.102% -0.015%-12.791%
29Outsourcing ManagementBusiness SkillsManagement skills3 40,3762.183% 2,3290.897% -1.286%-58.921%
167ProcurementBusiness SkillsBusiness processes1 61,0063.298% 8,2543.178% -0.120%-3.647%
1290Project Management softwareBusiness SkillsProject management3 56,2603.042% 4,7281.820% -1.221%-40.152%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 414,27422.399% 54,63721.037% -1.361%-6.077%
168QualityBusiness SkillsBusiness processes1 572,42030.949% 88,59834.114% 3.165%10.225%
1337Real EstateBusiness SkillsIndustry Segment2 30,4071.644% 3,2701.259% -0.385%-23.414%
1335RetailBusiness SkillsIndustry Segment2 326,63017.660% 34,47713.275% -4.385%-24.830%
34Risk ManagementBusiness SkillsProject management1 111,8526.048% 24,5909.468% 3.421%56.562%
169Service OrientationBusiness SkillsBusiness processes1 15,9920.865% 1,8970.730% -0.134%-15.523%
27Supply Chain ManagementBusiness SkillsBusiness processes3 79,9334.322% 10,3843.998% -0.323%-7.485%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 6,9920.378% 4050.156% -0.222%-58.750%
178TeachingBusiness SkillsManagement skills7 95,3505.155% 15,0385.790% 0.635%12.316%
190TimekeepingBusiness SkillsProject management3 42,7692.312% 5,8772.263% -0.050%-2.141%
1296Timekeeping softwareBusiness SkillsProject management1 3,5240.191% 6480.250% 0.059%30.952%
171Total quality management (TQM)Business SkillsBusiness processes2 2,1890.118% 1680.065% -0.054%-45.344%
180TroubleshootingBusiness SkillsManagement skills1 248,18713.419% 32,45512.496% -0.922%-6.873%
181VerificationBusiness SkillsManagement skills1 78,0464.220% 12,1304.671% 0.451%10.683%
1338Waste ManagementBusiness SkillsIndustry Segment1 2,8240.153% 1640.063% -0.090%-58.643%
191WorkflowBusiness SkillsProject management1 103,1145.575% 16,7316.442% 0.867%15.552%
31Working GloballyBusiness SkillsManagement skills3 5,2970.286% 3180.122% -0.164%-57.247%
32Working with Virtual TeamsBusiness SkillsManagement skills2 3,4340.186% 4170.161% -0.025%-13.521%
514GLTechnical SkillsSoftware development3 3,0400.164% 1710.066% -0.099%-59.941%
1510Access ControlTechnical SkillsSecurity1 28,8861.562% 3,9931.537% -0.024%-1.557%
987Access servers & softwareTechnical SkillsNetwork10 65,2593.528% 8,2553.179% -0.350%-9.916%
38Agile Development MethodsTechnical SkillsSoftware development13 102,0115.515% 23,3779.001% 3.486%63.198%
304Algorithmic softwareTechnical SkillsBusiness applications1 390.002% 00.000% -0.002%-100.000%
1546AlienvaultTechnical SkillsSecurity1 1860.010% 370.014% 0.004%41.665%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 1,4270.077% 2260.087% 0.010%12.786%
1352AndroidTechnical SkillsMobile Platforms3 15,9260.861% 3,1521.214% 0.353%40.946%
1351Apple iOSTechnical SkillsMobile Platforms6 8,3800.453% 1,0540.406% -0.047%-10.429%
120Apple operating systemsTechnical SkillsBusiness applications6 36,2661.961% 5,7102.199% 0.238%12.127%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 1,6360.088% 570.022% -0.067%-75.188%
1543ArcSightTechnical SkillsSecurity1 4,1620.225% 2160.083% -0.142%-63.041%
1423Artificial IntelligenceTechnical SkillsInformation mgmt5 32,9921.784% 14,0785.421% 3.637%203.882%
1432Attribute-Based Access ControlTechnical SkillsSecurity2 3990.022% 1240.048% 0.026%121.320%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 240.001% 50.002% 0.001%48.365%
1265Backup & RecoveryTechnical SkillsTechnical applications16 159,7078.635% 16,9966.544% -2.091%-24.213%
1386BiometricTechnical SkillsInformation mgmt2 5,5770.302% 3190.123% -0.179%-59.265%
1353BlackberryTechnical SkillsMobile Platforms2 11,6380.629% 1970.076% -0.553%-87.945%
336Borland DelphiTechnical SkillsBusiness applications1 2,0320.110% 1270.049% -0.061%-55.491%
337Borland JBuilderTechnical SkillsBusiness applications1 1,0560.057% 10.000% -0.057%-99.326%
338Borland ParadoxTechnical SkillsBusiness applications1 2310.012% 520.020% 0.008%60.311%
1436Bring Your Own DevicesTechnical SkillsSecurity1 1,2810.069% 6050.233% 0.164%236.340%
72Business Continuity PlanningTechnical SkillsHardware2 31,6451.711% 4,6861.804% 0.093%5.456%
352Cadence OpusTechnical SkillsBusiness applications1 4690.025% 290.011% -0.014%-55.965%
868CalculatorsTechnical SkillsHardware1 3,0720.166% 5170.199% 0.033%19.851%
39CASE ToolsTechnical SkillsSoftware development1 122,5826.628% 18,8567.260% 0.633%9.546%
367Categorization or classification softwareTechnical SkillsBusiness applications1 6,2080.336% 4950.191% -0.145%-43.216%
1469CCPATechnical SkillsSecurity1 2,0140.109% 1,2650.487% 0.378%347.305%
1478Center for Internet SecurityTechnical SkillsSecurity1 124,6566.740% 24,9949.624% 2.884%42.789%
1441Certificate managementTechnical SkillsSecurity1 1,4280.077% 3550.137% 0.059%77.041%
112CertificationTechnical SkillsMisc3 481,73426.046% 78,40930.191% 4.145%15.913%
78CiscoTechnical SkillsHardware1 106,4765.757% 7,9053.044% -2.713%-47.128%
1009Cisco Systems IOSTechnical SkillsNetwork1 22,0551.192% 3,7221.433% 0.241%20.183%
40Client-ServerTechnical SkillsSoftware development1 33,7781.826% 1,1520.444% -1.383%-75.712%
1437Cloud Access Security BrokerTechnical SkillsSecurity1 8780.047% 4410.170% 0.122%257.698%
1438Cloud Configuration ManagementTechnical SkillsSecurity1 2,0690.112% 3360.129% 0.018%15.652%
1445Cloud MigrationTechnical SkillsSecurity1 2,0000.108% 1,0200.393% 0.285%263.197%
1455cloud securityTechnical SkillsSecurity1 7,5670.409% 3,3021.271% 0.862%210.761%
1456Cloud Security Posture ManagementTechnical SkillsSecurity1 2420.013% 1070.041% 0.028%214.877%
1486Cloud ServicesTechnical SkillsSecurity1 18,5251.002% 5,4942.115% 1.114%111.204%
1011Cluster server softwareTechnical SkillsNetwork9 20,9051.130% 1,9670.757% -0.373%-32.992%
1147CMAKETechnical SkillsSoftware development1 1410.008% 220.008% 0.001%11.116%
1151Compatibility testingTechnical SkillsSoftware development1 3060.017% 300.012% -0.005%-30.181%
1152CompilersTechnical SkillsSoftware development5 17,9460.970% 3,2161.238% 0.268%27.621%
1255Compliance softwareTechnical SkillsTechnical applications4 23,2341.256% 4,2511.637% 0.381%30.299%
385Computer aided design (CAD)Technical SkillsBusiness applications12 14,8320.802% 1,8540.714% -0.088%-10.981%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications4 2,6320.142% 4070.157% 0.014%10.124%
875Computer diagnosticsTechnical SkillsHardware5 83,7154.526% 12,1834.691% 0.165%3.639%
1107Computer forensicsTechnical SkillsSecurity1 5,9780.323% 5490.211% -0.112%-34.598%
1266Computer HardwareTechnical SkillsHardware15 54,1912.930% 7,3362.825% -0.105%-3.594%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 1,3450.073% 730.028% -0.045%-61.348%
1015Computer serversTechnical SkillsNetwork6 159,0568.600% 14,2735.496% -3.104%-36.095%
1267Computer UtilitiesTechnical SkillsMisc2 4580.025% 370.014% -0.011%-42.468%
1447Configuration Management DatabaseTechnical SkillsSecurity1 6,0810.329% 1,1160.430% 0.101%30.696%
1448Container securityTechnical SkillsSecurity1 2900.016% 1550.060% 0.044%280.633%
1449ContainersTechnical SkillsSecurity1 19,2761.042% 5,0401.941% 0.898%86.203%
59Content ManagerTechnical SkillsBusiness applications1 2,9280.158% 730.028% -0.130%-82.245%
1439Continuous Diagnostics and MitigationTechnical SkillsSecurity1 1,9970.108% 7730.298% 0.190%175.660%
1396Continuous ImprovementTechnical SkillsSoftware development1 57,9393.133% 14,8095.702% 2.569%82.023%
1443Continuous Integration Continuous DeploymentTechnical SkillsSecurity3 38,2682.069% 13,0535.026% 2.957%142.911%
1453Control PlaneTechnical SkillsSecurity1 1470.008% 320.012% 0.004%55.026%
878ControllersTechnical SkillsHardware3 13,0860.708% 1,5100.581% -0.126%-17.824%
1454Crown JewelsTechnical SkillsSecurity1 580.003% 100.004% 0.001%22.785%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 1,6700.090% 4790.184% 0.094%104.264%
407Customer information control system (CICS)Technical SkillsBusiness applications2 7,4170.401% 7200.277% -0.124%-30.868%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 131,7587.124% 12,4904.809% -2.315%-32.492%
1368Cyber SecurityTechnical SkillsInformation mgmt3 86,8404.695% 23,1438.911% 4.216%89.790%
1479Cybersecurity FrameworkTechnical SkillsSecurity2 6,3620.344% 2,7391.055% 0.711%206.599%
1492Data Access GovernanceTechnical SkillsSecurity1 4190.023% 1280.049% 0.027%117.555%
953Data acquisition systemsTechnical SkillsInformation mgmt1 8,9130.482% 9310.358% -0.123%-25.613%
1434Data classificationTechnical SkillsSecurity1 2,2410.121% 6300.243% 0.121%100.203%
955Data compression softwareTechnical SkillsInformation mgmt1 2,5630.139% 2600.100% -0.038%-27.757%
956Data conversion softwareTechnical SkillsInformation mgmt1 10,3240.558% 7170.276% -0.282%-50.541%
958Data dictionaryTechnical SkillsInformation mgmt1 5,9460.321% 5530.213% -0.109%-33.767%
1495Data discoveryTechnical SkillsSecurity1 1,8670.101% 4790.184% 0.083%82.711%
959Data entryTechnical SkillsInformation mgmt1 36,1441.954% 2,7041.041% -0.913%-46.723%
1502Data Loss PreventionTechnical SkillsSecurity1 9,3940.508% 2,0480.789% 0.281%55.257%
962Data mappingTechnical SkillsInformation mgmt1 11,6890.632% 1,3630.525% -0.107%-16.959%
67Data MiningTechnical SkillsInformation mgmt5 30,6941.660% 4,5801.763% 0.104%6.264%
963Data modelingTechnical SkillsInformation mgmt1 60,8143.288% 5,7192.202% -1.086%-33.029%
1496Data retentionTechnical SkillsSecurity1 1,8920.102% 2560.099% -0.004%-3.641%
1494Data taggingTechnical SkillsSecurity1 1990.011% 100.004% -0.007%-64.213%
68Data WarehousingTechnical SkillsInformation mgmt2 87,6154.737% 8,1693.145% -1.592%-33.601%
69Database AdministrationTechnical SkillsInformation mgmt12 113,5296.138% 9,4073.622% -2.516%-40.991%
969Database design softwareTechnical SkillsInformation mgmt16 84,4434.566% 7,2072.775% -1.791%-39.220%
1268Database ReportingTechnical SkillsInformation mgmt3 29,9611.620% 1,3600.524% -1.096%-67.674%
1373Database SecurityTechnical SkillsInformation mgmt1 6950.038% 2170.084% 0.046%122.355%
1269Database SecurityTechnical SkillsInformation mgmt2 1460.008% 180.007% -0.001%-12.200%
1270Database ServersTechnical SkillsInformation mgmt3 17,4680.944% 4650.179% -0.765%-81.042%
1271Database TestingTechnical SkillsInformation mgmt1 1,4260.077% 940.036% -0.041%-53.056%
1160DebuggingTechnical SkillsSoftware development7 95,4965.163% 13,5105.202% 0.039%0.749%
1385DecryptionTechnical SkillsInformation mgmt2 5210.028% 1110.043% 0.015%51.725%
1559DemistoTechnical SkillsSecurity1 520.003% 220.008% 0.006%201.295%
1256Desktop partitioning softwareTechnical SkillsTechnical applications1 5,2310.283% 3240.125% -0.158%-55.890%
418Desktop publishing softwareTechnical SkillsBusiness applications13 32,5041.757% 7,4962.886% 1.129%64.235%
1272Development EnvironmentTechnical SkillsSoftware development13 56,8893.076% 6,3462.443% -0.632%-20.559%
1498Device ManagementTechnical SkillsSecurity1 4,8430.262% 1,2590.485% 0.223%85.133%
1273Digital ImagingTechnical SkillsHardware1 1,3040.071% 470.018% -0.052%-74.332%
883Digital Signal Processor (DSP)Technical SkillsHardware2 1,8810.102% 1620.062% -0.039%-38.666%
1446Digital TransformationTechnical SkillsSecurity1 12,4450.673% 5,6432.173% 1.500%222.915%
1472DISATechnical SkillsSecurity1 13,7720.745% 1,8310.705% -0.040%-5.319%
423Disk operating system (DOS)Technical SkillsBusiness applications1 4,9530.268% 3470.134% -0.134%-50.108%
1497Distributed Denial of ServiceTechnical SkillsSecurity1 1,5090.082% 3480.134% 0.052%64.234%
1504DMZTechnical SkillsNetwork1 3,0560.165% 2270.087% -0.078%-47.101%
1451DockerTechnical SkillsSecurity1 16,4130.887% 7,0312.707% 1.820%205.072%
1307Doctor of PhilosophyTechnical SkillsMisc3 51,4382.781% 6,4992.502% -0.279%-10.022%
973Document management softwareTechnical SkillsInformation mgmt4 21,4941.162% 2,3790.916% -0.246%-21.178%
1020Domain name system (DNS)Technical SkillsNetwork3 53,8832.913% 5,2632.026% -0.887%-30.441%
61DreamweaverTechnical SkillsSoftware development1 5,5490.300% 2120.082% -0.218%-72.792%
54DSS/GDSSTechnical SkillsBusiness applications5 27,7961.503% 3,0951.192% -0.311%-20.704%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 410.002% 10.000% -0.002%-82.630%
62EclipseTechnical SkillsSoftware development1 23,0061.244% 1,6910.651% -0.593%-47.655%
1308Electronic CommerceTechnical SkillsBusiness applications2 45,3312.451% 4,7981.847% -0.603%-24.623%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 16,9020.914% 1,4510.559% -0.355%-38.863%
1023Electronic mail softwareTechnical SkillsNetwork8 30,1421.630% 2,9181.124% -0.506%-31.058%
1384EncryptionTechnical SkillsInformation mgmt1 1670.009% 470.018% 0.009%100.426%
1507EndpointTechnical SkillsSecurity1 11,9060.644% 3,6731.414% 0.771%119.699%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 115,5356.247% 13,7675.301% -0.946%-15.141%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications15 129,0006.975% 13,2615.106% -1.869%-26.792%
1321Environmental CertificationTechnical SkillsEnvironmental1 3540.019% 750.029% 0.010%50.880%
1328Environmental CleanupTechnical SkillsEnvironmental3 3470.019% 1940.075% 0.056%298.148%
1329Environmental EnergyTechnical SkillsEnvironmental25 9,6380.521% 1,5720.605% 0.084%16.155%
1330Environmental Energy ConservationTechnical SkillsEnvironmental12 6,1720.334% 1,1100.427% 0.094%28.077%
1327Environmental PollutionTechnical SkillsEnvironmental27 9,6160.520% 2,8601.101% 0.581%111.809%
1324Environmental Pollution ControlTechnical SkillsEnvironmental10 4,4800.242% 7960.306% 0.064%26.534%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental10 1,8430.100% 5830.224% 0.125%125.276%
1326Environmental Product StewardshipTechnical SkillsEnvironmental13 18,0300.975% 1,2910.497% -0.478%-49.008%
1331Environmental ScienceTechnical SkillsEnvironmental2 1,2420.067% 310.012% -0.055%-82.225%
1322Environmental TechnologyTechnical SkillsEnvironmental2 6160.033% 1030.040% 0.006%19.077%
1470EPRITechnical SkillsSecurity1 610.003% 70.003% -0.001%-18.278%
1551ExabeamTechnical SkillsSecurity1 850.005% 450.017% 0.013%277.022%
461Expert system softwareTechnical SkillsBusiness applications1 9260.050% 2360.091% 0.041%81.499%
1359FacebookTechnical SkillsSocial Networking1 143,3347.750% 3,2571.254% -6.496%-83.818%
463Facilities management softwareTechnical SkillsBusiness applications4 10,4650.566% 1,1430.440% -0.126%-22.218%
1476FedRAMPTechnical SkillsSecurity1 4,0000.216% 1,3160.507% 0.290%134.298%
1467FINRATechnical SkillsSecurity1 1,7650.095% 6180.238% 0.143%149.354%
1556FireEyeTechnical SkillsSecurity1 1,3220.071% 1990.077% 0.005%7.200%
1464FISMATechnical SkillsSecurity1 12,8590.695% 1,2450.479% -0.216%-31.050%
468Flight control softwareTechnical SkillsBusiness applications1 2020.011% 170.007% -0.004%-40.066%
1508Flow analysisTechnical SkillsSecurity1 4,5950.248% 4210.162% -0.086%-34.752%
469Flowchart softwareTechnical SkillsBusiness applications5 5,9020.319% 7950.306% -0.013%-4.073%
1367ForensicTechnical SkillsInformation mgmt2 28,2821.529% 4,2871.651% 0.122%7.948%
1552FortinetTechnical SkillsSecurity1 1,7210.093% 4330.167% 0.074%79.176%
1112Fraud DetectionTechnical SkillsSecurity1 15,7670.852% 3,4151.315% 0.462%54.246%
63FrontPageTechnical SkillsSoftware development1 1,5040.081% 90.003% -0.078%-95.738%
475Fund accounting softwareTechnical SkillsBusiness applications1 1,6030.087% 1930.074% -0.012%-14.257%
1260GamingTechnical SkillsMisc2 24,7351.337% 3,8441.480% 0.143%10.674%
1468GDPRTechnical SkillsSecurity1 4,2650.231% 1,9420.748% 0.517%224.267%
113Generic databasesTechnical SkillsInformation mgmt2 257,49513.922% 28,30410.898% -3.024%-21.720%
1365Google AppsTechnical SkillsBusiness applications4 5,4630.295% 1,1800.454% 0.159%53.824%
1364Google PlusTechnical SkillsSocial Networking1 850.005% 00.000% -0.005%-100.000%
1512GovernanceTechnical SkillsSecurity1 97,2285.257% 23,3188.978% 3.722%70.794%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications33 120,4616.513% 15,8006.084% -0.429%-6.592%
484Graphic softwareTechnical SkillsBusiness applications16 121,6836.579% 12,0724.648% -1.931%-29.348%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 15,6790.848% 5520.213% -0.635%-74.928%
1323Green ITTechnical SkillsEnvironmental9 3,5650.193% 3550.137% -0.056%-29.084%
893Guidance systemsTechnical SkillsHardware1 890.005% 90.003% -0.001%-27.985%
1371HackingTechnical SkillsInformation mgmt5 11,1630.604% 1,7550.676% 0.072%11.962%
895Hardware description language (HDL)Technical SkillsHardware2 1770.010% 480.018% 0.009%93.126%
1277Hardware DesignTechnical SkillsHardware21 8,9210.482% 1,1070.426% -0.056%-11.630%
1278Hardware TestingTechnical SkillsHardware4 2,7870.151% 4070.157% 0.006%3.999%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 2,2000.119% 6310.243% 0.124%104.258%
492Helpdesk or call centerTechnical SkillsBusiness applications2 94,1015.088% 10,1923.924% -1.163%-22.867%
1465HIPAATechnical SkillsSecurity1 38,3302.072% 6,7372.594% 0.522%25.170%
1473HITRUSTTechnical SkillsSecurity1 3,4900.189% 1,0870.419% 0.230%121.808%
1377Homeland SecurityTechnical SkillsInformation mgmt1 61,6793.335% 2,3770.915% -2.420%-72.555%
1487IaaSTechnical SkillsSecurity1 8,4080.455% 2,9701.144% 0.689%151.557%
114IBM databasesTechnical SkillsInformation mgmt2 42,3772.291% 2,6461.019% -1.272%-55.534%
121IBM operating systemsTechnical SkillsBusiness applications4 29,9701.620% 1,3110.505% -1.116%-68.848%
1513Identity Access ManagementTechnical SkillsSecurity2 24,8531.344% 5,2582.025% 0.681%50.666%
1511Identity Governance and AdministrationTechnical SkillsSecurity1 4630.025% 2810.108% 0.083%332.213%
898Image capture devicesTechnical SkillsHardware9 12,6260.683% 2,3790.916% 0.233%34.184%
524Industrial control softwareTechnical SkillsBusiness applications3 7,6770.415% 1,4720.567% 0.152%36.549%
1485Industrial Control SystemsTechnical SkillsSecurity1 4,2890.232% 7780.300% 0.068%29.180%
975Information retrieval or search softwareTechnical SkillsInformation mgmt5 25,1721.361% 3,3011.271% -0.090%-6.610%
1375Information SecurityTechnical SkillsInformation mgmt3 132,5517.167% 22,3018.587% 1.420%19.816%
899InfraredTechnical SkillsHardware1 1,1720.063% 690.027% -0.037%-58.073%
1491Infrastructure as CodeTechnical SkillsSecurity1 4,9700.269% 2,2590.870% 0.601%223.692%
1180InstallationTechnical SkillsSoftware development1 176,1619.525% 17,6226.785% -2.739%-28.761%
901Interface definition language (IDL)Technical SkillsHardware1 3570.019% 120.005% -0.015%-76.062%
536Internet browser softwareTechnical SkillsBusiness applications4 10,3030.557% 6630.255% -0.302%-54.173%
1483Internet of ThingsTechnical SkillsSecurity1 7,6280.412% 2,6101.005% 0.593%143.670%
1578Internet proxyTechnical SkillsSecurity1 2300.012% 360.014% 0.001%11.467%
1393Intrusion DetectionTechnical SkillsInformation mgmt1 28,1041.520% 2,6611.025% -0.495%-32.571%
541Inventory management softwareTechnical SkillsBusiness applications3 17,1340.926% 2,3350.899% -0.027%-2.949%
1463ISO 22301Technical SkillsSecurity1 880.005% 320.012% 0.008%158.964%
1459ISO 27000Technical SkillsSecurity1 2,1720.117% 4150.160% 0.042%36.070%
1460ISO 27001Technical SkillsSecurity1 11,7430.635% 2,8911.113% 0.478%75.324%
1461ISO 27002Technical SkillsSecurity1 1,4350.078% 1720.066% -0.011%-14.641%
1414ISO 9000Technical SkillsSoftware development1 3,1020.168% 1020.039% -0.128%-76.583%
73IT Architecture/StandardsTechnical SkillsHardware2 18,2870.989% 2,7311.052% 0.063%6.354%
1515IT Service ManagementTechnical SkillsSecurity1 18,3650.993% 4,0981.578% 0.585%58.911%
1481ITILTechnical SkillsSecurity1 71,7123.877% 10,6094.085% 0.208%5.355%
1357Java METechnical SkillsMobile Platforms2 1,2040.065% 30.001% -0.064%-98.226%
1035KernelTechnical SkillsNetwork1 3,8560.208% 2910.112% -0.096%-46.256%
1442Key managementTechnical SkillsSecurity1 4,5580.246% 7120.274% 0.028%11.244%
1450KubernetesTechnical SkillsSecurity1 12,6140.682% 6,4712.492% 1.810%265.335%
1279Laser toolsTechnical SkillsHardware1 200.001% 70.003% 0.002%149.253%
907LasersTechnical SkillsHardware1 2690.015% 410.016% 0.001%8.544%
1516Least PrivilegeTechnical SkillsSecurity1 1,1330.061% 4050.156% 0.095%154.564%
1038License management softwareTechnical SkillsNetwork1 1,7880.097% 2830.109% 0.012%12.718%
1361LinkedInTechnical SkillsSocial Networking1 16,7010.903% 3,9661.527% 0.624%69.115%
1544LogRhythmTechnical SkillsSecurity1 8000.043% 1270.049% 0.006%13.054%
908Mainframe computersTechnical SkillsHardware2 45,0962.438% 3,1471.212% -1.226%-50.303%
124Mainframe operating systemsTechnical SkillsBusiness applications8 20,2161.093% 1,0250.395% -0.698%-63.892%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications9 32,1011.736% 2,3000.886% -0.850%-48.975%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 16,4660.890% 2,1160.815% -0.076%-8.483%
1549McAfee Enterprise SecurityTechnical SkillsSecurity1 480.003% 20.001% -0.002%-70.327%
1281Medical softwareTechnical SkillsBusiness applications9 19,1741.037% 2,5750.991% -0.045%-4.361%
1452MesosTechnical SkillsSecurity1 4020.022% 700.027% 0.005%24.007%
1517Metadata analysisTechnical SkillsSecurity1 1590.009% 220.008% -0.000%-1.463%
1555Micro FocusTechnical SkillsSecurity1 1,5300.083% 2140.082% -0.000%-0.392%
1433Micro-segmentationTechnical SkillsSecurity1 3040.016% 1280.049% 0.033%199.853%
115Microsoft databasesTechnical SkillsInformation mgmt5 227,76012.314% 17,3426.677% -5.637%-45.776%
119Microsoft operating systemsTechnical SkillsBusiness applications4 321,85217.402% 27,88810.738% -6.664%-38.293%
1518MITRETechnical SkillsSecurity1 3,4430.186% 7670.295% 0.109%58.647%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 3,0550.165% 4300.166% 0.000%0.237%
1581Mobile securityTechnical SkillsSecurity2 1,2520.068% 1900.073% 0.005%8.074%
1431Multi-Factor AuthenticationTechnical SkillsSecurity3 4,1170.223% 1,2950.499% 0.276%124.007%
625MultimediaTechnical SkillsBusiness applications1 19,7501.068% 1,0540.406% -0.662%-61.995%
1362MySpaceTechnical SkillsSocial Networking1 1,9650.106% 00.000% -0.106%-100.000%
1471NERCTechnical SkillsSecurity1 3,6030.195% 6360.245% 0.050%25.709%
1548NetWitnessTechnical SkillsSecurity1 5250.028% 810.031% 0.003%9.875%
1499Network Access ControlTechnical SkillsSecurity2 5,4400.294% 6560.253% -0.042%-14.123%
74Network administrationTechnical SkillsHardware17 444,75524.047% 228,80188.098% 64.051%266.361%
1282Network Administration softwareTechnical SkillsNetwork18 108,4005.861% 12,6834.883% -0.977%-16.677%
1519Network discoveryTechnical SkillsSecurity1 4290.023% 730.028% 0.005%21.182%
1283Network HardwareTechnical SkillsNetwork11 64,5843.492% 6,2532.408% -1.084%-31.050%
1284Network Monitoring softwareTechnical SkillsNetwork15 46,4682.512% 4,6901.806% -0.707%-28.123%
1059Network operation system software (NOS)Technical SkillsNetwork2 2,2980.124% 2790.107% -0.017%-13.538%
1369Network SecurityTechnical SkillsInformation mgmt1 9,2760.502% 7630.294% -0.208%-41.422%
1122Network securityTechnical SkillsSecurity1 68,4903.703% 7,5102.892% -0.811%-21.912%
1285Network Security softwareTechnical SkillsSecurity37 172,3089.316% 25,0769.655% 0.339%3.640%
1503Network SegmentationTechnical SkillsNetwork1 1,1770.064% 3400.131% 0.067%105.719%
1286Network softwareTechnical SkillsNetwork6 319,74817.288% 228,21287.871% 70.583%408.280%
1287Network TestingTechnical SkillsNetwork11 23,2441.257% 2,8091.082% -0.175%-13.938%
1521Next Generation FirewallTechnical SkillsSecurity2 9750.053% 3280.126% 0.074%139.575%
1458NISTTechnical SkillsSecurity1 44,5782.410% 10,8154.164% 1.754%72.774%
1065Novell network softwareTechnical SkillsNetwork2 2,5310.137% 650.025% -0.112%-81.711%
643OberonTechnical SkillsBusiness applications1 1730.009% 00.000% -0.009%-100.000%
1413Object Oriented DesignTechnical SkillsSoftware development2 18,3720.993% 6580.253% -0.740%-74.494%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 108,8045.883% 7,7902.999% -2.883%-49.012%
1288Office ApplicationsTechnical SkillsBusiness applications13 352,34219.050% 48,39418.634% -0.416%-2.186%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 17,3280.937% 5690.219% -0.718%-76.615%
116Open-source databasesTechnical SkillsInformation mgmt4 50,3862.724% 6,4312.476% -0.248%-9.105%
118Open-source operating systemsTechnical SkillsBusiness applications8 179,0909.683% 18,8017.239% -2.444%-25.238%
56Operating SystemsTechnical SkillsBusiness applications3 177,1119.576% 19,0927.351% -2.225%-23.232%
1482Operational TechnologyTechnical SkillsSecurity1 5,3150.287% 1,3320.513% 0.226%78.473%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 1,5700.085% 3570.137% 0.053%61.935%
117Oracle databasesTechnical SkillsInformation mgmt1 270,53914.627% 19,5237.517% -7.110%-48.609%
1529Orchestration & AutomationTechnical SkillsSecurity1 2960.016% 860.033% 0.017%106.909%
1488PaaSTechnical SkillsSecurity1 9,4280.510% 3,4501.328% 0.819%160.599%
1354Palm OSTechnical SkillsMobile Platforms3 1670.009% 00.000% -0.009%-100.000%
1522PanoramaTechnical SkillsSecurity1 5940.032% 1500.058% 0.026%79.836%
1466Payment Card IndustryTechnical SkillsSecurity1 33,0751.788% 6,2412.403% 0.615%34.378%
1376Penetration TestingTechnical SkillsInformation mgmt5 92,1704.983% 14,3645.531% 0.547%10.984%
1527Personal Healthcare InformationTechnical SkillsSecurity1 3,1960.173% 7470.288% 0.115%66.451%
1528Personally Identifiable InformationTechnical SkillsSecurity1 3,5020.189% 9140.352% 0.163%85.867%
1289Physical ToolsTechnical SkillsHardware1 920.005% 200.008% 0.003%54.816%
683Point of sale (POS)Technical SkillsBusiness applications3 13,0340.705% 2,0760.799% 0.095%13.429%
1525Policy Decision PointTechnical SkillsSecurity1 6160.033% 680.026% -0.007%-21.386%
1526Policy Enforcement PointTechnical SkillsSecurity1 6430.035% 640.025% -0.010%-29.117%
686PolkaTechnical SkillsBusiness applications1 600.003% 100.004% 0.001%18.692%
931PrintersTechnical SkillsHardware4 28,2101.525% 5,1171.970% 0.445%29.177%
1430Privileged Account ManagementTechnical SkillsSecurity2 14,0210.758% 9030.348% -0.410%-54.135%
43ProgrammingTechnical SkillsSoftware development1 357,06419.305% 38,09414.668% -4.638%-24.023%
700ProvisioningTechnical SkillsBusiness applications1 29,8821.616% 4,5341.746% 0.130%8.055%
1545QRadarTechnical SkillsSecurity1 1,5320.083% 2530.097% 0.015%17.607%
1531Quality of ServiceTechnical SkillsSecurity1 12,8030.692% 1,7760.684% -0.008%-1.212%
1405Rapid Application DevelopmentTechnical SkillsSoftware development2 7,2180.390% 2300.089% -0.302%-77.307%
1553Rapid7Technical SkillsSecurity1 9720.053% 3050.117% 0.065%123.463%
1258Rate ControlTechnical SkillsTechnical applications1 140.001% 00.000% -0.001%-100.000%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 15,6850.848% 2740.106% -0.743%-87.559%
1077Remote control softwareTechnical SkillsNetwork2 2,2260.120% 1950.075% -0.045%-37.615%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 9730.053% 580.022% -0.030%-57.549%
1379Risk AnalysisTechnical SkillsInformation mgmt1 19,3861.048% 2,9061.119% 0.071%6.753%
1262RoboticsTechnical SkillsHardware3 10,7970.584% 3,4421.325% 0.742%127.029%
1532Role-Based Access ControlTechnical SkillsSecurity3 3,8730.209% 4890.188% -0.021%-10.085%
1318RSATechnical SkillsSecurity1 9,5320.515% 5890.227% -0.289%-55.995%
1489SaaSTechnical SkillsSecurity1 29,1251.575% 8,4033.235% 1.661%105.467%
1429SASETechnical SkillsSecurity2 4750.026% 2680.103% 0.078%301.804%
1533SCCMTechnical SkillsSecurity1 11,1150.601% 2,1100.812% 0.211%35.190%
44SDLCTechnical SkillsSoftware development7 218,79111.829% 24,4209.403% -2.427%-20.514%
1500SecOpsTechnical SkillsSecurity2 5,6770.307% 2,8881.112% 0.805%262.285%
1537Secure SDLCTechnical SkillsSecurity1 12,0350.651% 1710.066% -0.585%-89.881%
1132Secure shell (SSH)Technical SkillsSecurity1 830.004% 10.000% -0.004%-91.420%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 18,7621.014% 1,8570.715% -0.299%-29.514%
1569Secure Web GatewayTechnical SkillsSecurity1 1,3500.073% 2010.077% 0.004%6.032%
76SecurityTechnical SkillsHardware4 1,076,75558.217% 95,59536.808% -21.409%-36.775%
1382Security AuditTechnical SkillsInformation mgmt1 3,2170.174% 4170.161% -0.013%-7.688%
1315Security ClearanceTechnical SkillsMisc2 195,44710.567% 16,2116.242% -4.325%-40.932%
1477Security FrameworksTechnical SkillsSecurity1 8,5180.461% 2,4720.952% 0.491%106.673%
1540Security Information and Event ManagementTechnical SkillsSecurity1 14,5750.788% 3,6981.424% 0.636%80.689%
1584Security Information ManagementTechnical SkillsSecurity1 3,7600.203% 1430.055% -0.148%-72.916%
1567Security Operations CenterTechnical SkillsSecurity1 16,8650.912% 4,6101.775% 0.863%94.665%
1381Security PlanTechnical SkillsInformation mgmt1 4,1370.224% 5120.197% -0.027%-11.863%
1380Security PolicyTechnical SkillsInformation mgmt2 57,5813.113% 8,4193.242% 0.128%4.125%
1457Security StandardsTechnical SkillsSecurity1 28,0011.514% 5,1751.993% 0.479%31.616%
1135Security testing softwareTechnical SkillsSecurity1 7,8180.423% 1,1630.448% 0.025%5.939%
1550SecuronixTechnical SkillsSecurity1 860.005% 90.003% -0.001%-25.472%
1538SegmentationTechnical SkillsSecurity1 8,3600.452% 1,7420.671% 0.219%48.393%
60Sharepoint ServerTechnical SkillsBusiness applications1 5,7570.311% 1020.039% -0.272%-87.382%
1084Signal generatorsTechnical SkillsNetwork1 2500.014% 190.007% -0.006%-45.876%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 10,8860.589% 5290.204% -0.385%-65.393%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 43,0192.326% 5,0021.926% -0.400%-17.195%
1220Simulation softwareTechnical SkillsSoftware development5 24,0211.299% 2,5320.975% -0.324%-24.934%
1568Single Sign-OnTechnical SkillsSecurity3 14,2920.773% 2,3360.899% 0.127%16.400%
1558SOARTechnical SkillsSecurity1 1,4850.080% 5490.211% 0.131%163.280%
1475SOC 2Technical SkillsSecurity1 4,2400.229% 1,5450.595% 0.366%159.499%
1366Social NetworkTechnical SkillsSocial Networking1 2,4260.131% 1790.069% -0.062%-47.455%
1358Social NetworkingTechnical SkillsSocial Networking1 8,7140.471% 1560.060% -0.411%-87.251%
1534Software Defined NetworkTechnical SkillsSecurity2 1,4580.079% 2940.113% 0.034%43.603%
1535Software Defined Wide Area NetworkTechnical SkillsSecurity1 1,2440.067% 5310.204% 0.137%203.981%
42Software DevelopmentTechnical SkillsSoftware development2 327,99317.734% 35,53813.684% -4.050%-22.838%
1291Software Development softwareTechnical SkillsSoftware development3 2,6980.146% 760.029% -0.117%-79.939%
1309Software EngineeringTechnical SkillsSoftware development1 156,2818.450% 20,5047.895% -0.555%-6.566%
1292Software InstallationTechnical SkillsSoftware development4 222,73712.043% 29,78311.468% -0.575%-4.776%
1223Software librariesTechnical SkillsSoftware development1 3480.019% 300.012% -0.007%-38.608%
1293Software MaintenanceTechnical SkillsSoftware development1 8,3660.452% 5250.202% -0.250%-55.310%
1294Software TestingTechnical SkillsSoftware development14 186,41410.079% 24,1499.298% -0.781%-7.744%
1225Source code management (SCM)Technical SkillsSoftware development5 46,6532.522% 5,5072.120% -0.402%-15.936%
1541SplunkTechnical SkillsSecurity1 13,3330.721% 4,1331.591% 0.870%120.755%
1229Static analysis softwareTechnical SkillsSoftware development1 6670.036% 1100.042% 0.006%17.446%
772Statistical analysis softwareTechnical SkillsBusiness applications27 158,1888.553% 27,61710.634% 2.081%24.330%
774Statistical softwareTechnical SkillsBusiness applications1 85,5954.628% 19,3057.433% 2.805%60.618%
1230Stress testing softwareTechnical SkillsSoftware development1 3,8820.210% 6380.246% 0.036%17.041%
1547sumo logicTechnical SkillsSecurity1 4720.026% 1640.063% 0.038%147.443%
122Sun operating systemsTechnical SkillsBusiness applications3 59,0173.191% 1,4420.555% -2.636%-82.600%
939Surveillance systemsTechnical SkillsHardware5 19,3871.048% 3,2021.233% 0.185%17.621%
1564SwimlaneTechnical SkillsSecurity1 690.004% 280.011% 0.007%188.989%
791Symantec softwareTechnical SkillsBusiness applications1 11,6620.631% 5240.202% -0.429%-68.001%
1355SymbianTechnical SkillsMobile Platforms1 350.002% 00.000% -0.002%-100.000%
1310System AdministrationTechnical SkillsNetwork4 135,6977.337% 14,1815.460% -1.876%-25.577%
45System TestingTechnical SkillsSoftware development5 39,6442.143% 3,9591.524% -0.619%-28.882%
46Systems AnalysisTechnical SkillsSoftware development8 199,36510.779% 23,2858.966% -1.813%-16.824%
47Systems DesignTechnical SkillsSoftware development1 30,3081.639% 2,9581.139% -0.500%-30.495%
1233Systems EvaluationTechnical SkillsSoftware development1 5110.028% 1160.045% 0.017%61.663%
1234Systems integrationTechnical SkillsSoftware development8 157,2678.503% 6,0242.319% -6.183%-72.722%
75TCP/IPTechnical SkillsHardware3 73,5723.978% 6,6162.547% -1.430%-35.959%
1235Technology DesignTechnical SkillsSoftware development1 5,3150.287% 3270.126% -0.161%-56.186%
1236TemplatesTechnical SkillsSoftware development1 32,1981.741% 4,5571.755% 0.014%0.791%
1239Test implementationTechnical SkillsSoftware development1 1,0560.057% 2950.114% 0.056%98.944%
1302TestingTechnical SkillsSoftware development1 582,94131.518% 75,23328.968% -2.550%-8.091%
1435Threat IntelligenceTechnical SkillsSecurity1 5,2640.285% 1,6560.638% 0.353%124.036%
1561ThreatConnectTechnical SkillsSecurity1 850.005% 220.008% 0.004%84.322%
1571Traffic AnalysisTechnical SkillsSecurity1 2,2790.123% 2850.110% -0.013%-10.942%
1570Traffic CaptureTechnical SkillsSecurity1 620.003% 60.002% -0.001%-31.082%
1297Training softwareTechnical SkillsBusiness applications3 2,7240.147% 4640.179% 0.031%21.306%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 2,2140.120% 1740.067% -0.053%-44.031%
1360TwitterTechnical SkillsSocial Networking1 23,2701.258% 2,9231.125% -0.133%-10.545%
1411Unified ProcessTechnical SkillsSoftware development1 3,9420.213% 550.021% -0.192%-90.064%
123UNIX operating systemsTechnical SkillsBusiness applications5 183,2399.907% 9,1773.534% -6.374%-64.334%
1298UNIX ShellsTechnical SkillsBusiness applications4 43,6122.358% 3,0201.163% -1.195%-50.686%
1410Use CaseTechnical SkillsSoftware development1 14,7190.796% 1,2500.481% -0.315%-39.521%
1573User and Entity Behavior AnalyticsTechnical SkillsSecurity1 1790.010% 890.034% 0.025%254.087%
1572User Behavior AnalyticsTechnical SkillsSecurity1 2480.013% 920.035% 0.022%164.185%
48User-Interface DesignTechnical SkillsSoftware development2 70,0573.788% 8,4383.249% -0.539%-14.225%
836Video creation and editing softwareTechnical SkillsBusiness applications3 2,9500.159% 1110.043% -0.117%-73.204%
1574Virtual MachineTechnical SkillsSecurity1 10,8900.589% 1,4420.555% -0.034%-5.700%
840Visual Color DiscriminationTechnical SkillsBusiness applications2 1720.009% 490.019% 0.010%102.880%
64Visual StudioTechnical SkillsSoftware development1 46,6322.521% 3,3511.290% -1.231%-48.824%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 1,8840.102% 1450.056% -0.046%-45.190%
77Voice/Data TelecomTechnical SkillsHardware10 148,3768.022% 11,8564.565% -3.457%-43.095%
1575Vulnerability ManagementTechnical SkillsSecurity1 15,9400.862% 3,8011.464% 0.602%69.817%
1583Vulnerability TestingTechnical SkillsSecurity1 2,7510.149% 3470.134% -0.015%-10.172%
1577Web Application FirewallTechnical SkillsSecurity1 2,3040.125% 7040.271% 0.146%117.602%
1299Web Application ServerTechnical SkillsBusiness applications8 66,3273.586% 1,9700.759% -2.828%-78.848%
1248Web platform development softwareTechnical SkillsSoftware development5 2,4730.134% 130.005% -0.129%-96.256%
65web programmerTechnical SkillsSoftware development4 26,2111.417% 1,5360.591% -0.826%-58.267%
1579Web proxyTechnical SkillsSecurity1 9610.052% 1310.050% -0.002%-2.922%
58Web serversTechnical SkillsBusiness applications6 97,0095.245% 5,7252.204% -3.041%-57.972%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 64,1963.471% 3,8551.484% -1.987%-57.235%
1356Windows CETechnical SkillsMobile Platforms4 2,5370.137% 770.030% -0.108%-78.386%
1102WirelessTechnical SkillsNetwork5 65,2123.526% 7,5382.902% -0.623%-17.681%
1363YouTubeTechnical SkillsSocial Networking2 3,6120.195% 1,1000.424% 0.228%116.879%
1524Zero TrustTechnical SkillsSecurity2 7000.038% 5030.194% 0.156%411.732%
79.NETProgramming SkillsCurrent1 145,8247.884% 9,8323.786% -4.099%-51.984%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 100.001% 20.001% 0.000%42.430%
209A programming language (APL)Programming SkillsLegacy2 2,5500.138% 3370.130% -0.008%-5.884%
99AdaProgramming SkillsLegacy1 17,9250.969% 4,6771.801% 0.832%85.815%
80AJAXProgramming SkillsCurrent1 49,5922.681% 1,5700.605% -2.077%-77.454%
210Algorithmic language (ALGOL)Programming SkillsLegacy1 460.002% 20.001% -0.002%-69.037%
192Apple AppleScriptProgramming SkillsCurrent1 1160.006% 240.009% 0.003%47.342%
81ASPProgramming SkillsCurrent2 99,4715.378% 4,7711.837% -3.541%-65.843%
108AssemblyProgramming SkillsLegacy2 1,4620.079% 670.026% -0.053%-67.364%
211AWKProgramming SkillsLegacy1 2,0720.112% 1050.040% -0.072%-63.911%
83C#Programming SkillsCurrent2 125,3636.778% 11,2004.312% -2.466%-36.376%
82C/C++Programming SkillsCurrent3 399,32221.590% 207,77180.000% 58.410%270.539%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 83,8254.532% 9,1003.504% -1.028%-22.689%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 4780.026% 100.004% -0.022%-85.101%
84CGIProgramming SkillsCurrent2 10,7100.579% 3760.145% -0.434%-74.998%
217ClipperProgramming SkillsLegacy1 2550.014% 50.002% -0.012%-86.036%
218CLUProgramming SkillsLegacy1 1980.011% 90.003% -0.007%-67.629%
100CobolProgramming SkillsLegacy1 16,8890.913% 1,2670.488% -0.425%-46.575%
85ColdFusionProgramming SkillsCurrent2 9,6820.523% 3400.131% -0.393%-74.992%
219Combined programming language (CPL)Programming SkillsLegacy1 3580.019% 90.003% -0.016%-82.097%
195Component object model (COM)Programming SkillsCurrent1 1780.010% 30.001% -0.008%-87.997%
125Database programmingProgramming SkillsCurrent3 26,5921.438% 1,4430.556% -0.882%-61.355%
1501DevOpsProgramming SkillsMisc1 35,3811.913% 14,8215.707% 3.794%198.318%
196Distributed component object model (DCOM)Programming SkillsCurrent1 1,7010.092% 120.005% -0.087%-94.976%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 115,7696.259% 111,96243.110% 36.851%588.733%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 2,5890.140% 4510.174% 0.034%24.056%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 10,7430.581% 2920.112% -0.468%-80.643%
109ForthProgramming SkillsLegacy1 17,8690.966% 7,7232.974% 2.008%207.793%
102FortranProgramming SkillsLegacy1 1,7190.093% 440.017% -0.076%-81.772%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 229,18912.392% 14,4295.556% -6.836%-55.165%
222JProgramming SkillsLegacy1 7,2700.393% 1,0660.410% 0.017%4.423%
87Java/J2EE/J2PProgramming SkillsCurrent4 260,26014.072% 22,9558.839% -5.233%-37.188%
97JavaScriptProgramming SkillsCurrent3 148,0588.005% 17,3706.688% -1.317%-16.451%
89JavaServer FacesProgramming SkillsCurrent3 9,7200.526% 3310.127% -0.398%-75.749%
88JavaServer PagesProgramming SkillsCurrent3 37,7152.039% 1,6440.633% -1.406%-68.957%
223Job control language (JCL)Programming SkillsLegacy2 8,9980.486% 5110.197% -0.290%-59.557%
126LAMPProgramming SkillsCurrent1 5,2100.282% 2180.084% -0.198%-70.202%
104LispProgramming SkillsLegacy1 2710.015% 650.025% 0.010%70.811%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 1,2620.068% 4210.162% 0.094%137.572%
201Microsoft ActiveXProgramming SkillsCurrent1 1,4460.078% 270.010% -0.068%-86.703%
107PascalProgramming SkillsLegacy1 7770.042% 140.005% -0.037%-87.168%
90PerlProgramming SkillsCurrent1 63,4753.432% 3,8411.479% -1.953%-56.906%
91PHPProgramming SkillsCurrent1 34,7331.878% 3,0721.183% -0.695%-37.013%
103PL/1Programming SkillsLegacy3 3870.021% 440.017% -0.004%-19.032%
105PrologProgramming SkillsLegacy1 2720.015% 260.010% -0.005%-31.927%
95PythonProgramming SkillsCurrent1 83,5364.517% 24,1949.316% 4.799%106.256%
227RProgramming SkillsCurrent1 347,16718.770% 223,82386.181% 67.411%359.133%
228Register transfer language (RTL)Programming SkillsLegacy1 14,8320.802% 210.008% -0.794%-98.992%
1216Ruby/Ruby on RailsProgramming SkillsCurrent1 20,3361.100% 3,1611.217% 0.118%10.696%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 3190.017% 180.007% -0.010%-59.816%
206Scripting languagesProgramming SkillsCurrent1 25,4301.375% 3,8951.500% 0.125%9.077%
101SmalltalkProgramming SkillsLegacy1 2950.016% 20.001% -0.015%-95.172%
92SQLProgramming SkillsCurrent3 473,98325.627% 47,43818.266% -7.361%-28.725%
110TCLProgramming SkillsLegacy1 2,6150.141% 1040.040% -0.101%-71.677%
98Unified Modeling LanguageProgramming SkillsCurrent2 32,3051.747% 8510.328% -1.419%-81.240%
93Visual BasicProgramming SkillsCurrent6 109,4845.919% 5,6902.191% -3.729%-62.989%
207Web service definition language (WSDL)Programming SkillsCurrent2 9,1060.492% 4740.183% -0.310%-62.930%
94XMLProgramming SkillsCurrent2 138,4737.487% 7,9123.046% -4.440%-59.309%
1342Computer ScienceMajorsComputer Science2 1,115,42560.308% 127,76049.193% -11.115%-18.431%
1344Information TechnologyMajorsInformation Technology3 695,14137.584% 77,02229.657% -7.928%-21.093%
1343Management Information SystemsMajorsManagement Information Systems9 1,640,58988.702% 225,05786.656% -2.046%-2.307%


cs Degrees

Computer Science

2023-02-13Jobs Found:4,104,097Click on column headings to sort
Skill IDSkill NamePrimary CategorySecondary CategoryNumber of SynonymsOccurrencesFrequencyLast 2 years OccurrencesLast 2 years FrequencyLast 2 years Growth/DeclineMovement
252Analytical ThinkingSoft SkillsProblem-solving skills1 16,6390.405% 2,4180.733% 0.328%80.812%
2Attention to DetailsSoft SkillsProblem-solving skills2 16,4370.401% 1,4120.428% 0.028%6.883%
8Conflict ResolutionSoft SkillsInterpersonal skills1 23,1260.563% 2,6480.803% 0.239%42.468%
231CooperationSoft SkillsInterpersonal skills1 32,5560.793% 2,6970.818% 0.024%3.074%
1428Creative ThinkingSoft SkillsProblem-solving skills1 22,8300.556% 2,8780.873% 0.316%56.850%
3CreativitySoft SkillsProblem-solving skills4 149,4683.642% 14,9814.542% 0.900%24.707%
4Critical thinkingSoft SkillsProblem-solving skills3 74,1181.806% 11,1923.393% 1.587%87.881%
1300FlexibilitySoft SkillsWork ethic1 156,8183.821% 22,2756.753% 2.932%76.734%
232IndependenceSoft SkillsInterpersonal skills1 22,8070.556% 2,5110.761% 0.206%36.986%
13Initiative/Motivation to workSoft SkillsWork ethic5 519,15512.650% 44,78113.576% 0.926%7.324%
256InnovationSoft SkillsProblem-solving skills1 389,6289.494% 52,68715.973% 6.479%68.249%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 380,7119.276% 37,86811.480% 2.204%23.759%
1422InternshipSoft SkillsWork ethic3 84,0122.047% 6,4361.951% -0.096%-4.682%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 3,0380.074% 4620.140% 0.066%89.214%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 301,6167.349% 34,39310.427% 3.078%41.878%
10LeadershipSoft SkillsInterpersonal skills1 852,88620.781% 83,27725.247% 4.465%21.488%
258LearningSoft SkillsProblem-solving skills1 415,77410.131% 67,51620.469% 10.338%102.045%
1Learning AbilitySoft SkillsProblem-solving skills3 84,7102.064% 8,1942.484% 0.420%20.354%
236ListeningSoft SkillsLanguage skills1 67,6301.648% 7,5742.296% 0.648%39.343%
260MathematicsSoft SkillsProblem-solving skills3 323,0367.871% 32,2169.767% 1.896%24.085%
261MemorizationSoft SkillsProblem-solving skills2 2330.006% 400.012% 0.006%113.601%
18Negotiation SkillsSoft SkillsLanguage skills1 29,7220.724% 2,0550.623% -0.101%-13.973%
262OptimizationSoft SkillsProblem-solving skills1 232,0175.653% 20,7676.296% 0.643%11.366%
19Oral CommunicationsSoft SkillsLanguage skills5 64,7181.577% 5,4081.640% 0.063%3.970%
273PersistenceSoft SkillsWork ethic1 18,3410.447% 1,5010.455% 0.008%1.825%
239PersuasionSoft SkillsLanguage skills1 6,2810.153% 6570.199% 0.046%30.147%
1301Physical SkillSoft SkillsWork ethic2 8,3700.204% 1,5830.480% 0.276%135.317%
240PresentationsSoft SkillsLanguage skills1 189,6614.621% 18,3145.552% 0.931%20.144%
265Problem Solving SkillsSoft SkillsProblem-solving skills3 816,91519.905% 65,05519.722% -0.182%-0.916%
20Questioning skillsSoft SkillsLanguage skills1 1,4140.034% 1260.038% 0.004%10.871%
241Reading ComprehensionSoft SkillsLanguage skills1 1,0640.026% 1250.038% 0.012%46.173%
6Research skillsSoft SkillsProblem-solving skills1 7,0870.173% 6230.189% 0.016%9.377%
15ResponsibilitySoft SkillsWork ethic2 390,9339.525% 37,65711.416% 1.891%19.851%
234Self ControlSoft SkillsInterpersonal skills1 5620.014% 500.015% 0.001%10.696%
11Self-esteemSoft SkillsInterpersonal skills1 1,0950.027% 240.007% -0.019%-72.729%
16Self-managementSoft SkillsWork ethic1 5,6850.139% 5100.155% 0.016%11.619%
250Stress ToleranceSoft SkillsPhysical skills1 1,3200.032% 2250.068% 0.036%112.084%
12TeamworkSoft SkillsInterpersonal skills1 179,9324.384% 16,1264.889% 0.505%11.511%
17Time ManagementSoft SkillsWork ethic2 151,5073.692% 16,2544.928% 1.236%33.483%
268VisualizationSoft SkillsProblem-solving skills1 86,5362.109% 14,4854.391% 2.283%108.267%
7Working under pressureSoft SkillsProblem-solving skills1 3,5120.086% 9420.286% 0.200%233.730%
21Written CommunicationsSoft SkillsLanguage skills5 622,35415.164% 45,42913.773% -1.392%-9.177%
172Account managementBusiness SkillsManagement skills1 36,1790.882% 3,6011.092% 0.210%23.841%
22AccountingBusiness SkillsBusiness processes4 221,1765.389% 16,1314.890% -0.499%-9.255%
1263Accounting softwareBusiness SkillsBusiness processes8 27,9920.682% 2,4900.755% 0.073%10.679%
174AdministrationBusiness SkillsManagement skills3 821,06620.006% 58,37317.697% -2.309%-11.543%
1313AnalystBusiness SkillsProject management1 601,48914.656% 51,17315.514% 0.858%5.855%
175Application managementBusiness SkillsManagement skills5 296,5057.225% 18,9615.748% -1.476%-20.434%
150Asset managementBusiness SkillsBusiness processes1 54,6841.332% 7,0802.146% 0.814%61.091%
151AuditingBusiness SkillsBusiness processes5 181,8624.431% 20,2116.127% 1.696%38.275%
1264Auditing softwareBusiness SkillsBusiness processes1 1170.003% 180.005% 0.003%91.419%
152BillingBusiness SkillsBusiness processes1 60,2031.467% 4,8511.471% 0.004%0.256%
153Bills of LadingBusiness SkillsBusiness processes1 1770.004% 270.008% 0.004%89.797%
1314Business AnalystBusiness SkillsProject management1 194,6944.744% 14,2814.330% -0.414%-8.735%
35Business IntelligenceBusiness SkillsStrategy skills1 172,8994.213% 13,2374.013% -0.200%-4.743%
155Business performance management (BPM)Business SkillsBusiness processes2 21,4320.522% 7180.218% -0.305%-58.317%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 34,8350.849% 1,0170.308% -0.540%-63.675%
36Business StrategyBusiness SkillsStrategy skills3 760,07218.520% 82,90125.133% 6.613%35.707%
182Calendar and schedulingBusiness SkillsProject management3 150,6773.671% 12,4493.774% 0.103%2.798%
156Capacity planningBusiness SkillsBusiness processes1 80,9691.973% 3,3321.010% -0.963%-48.798%
28Change ManagementBusiness SkillsManagement skills1 156,0513.802% 13,2834.027% 0.225%5.908%
183Content workflowBusiness SkillsProject management1 1410.003% 70.002% -0.001%-38.230%
24Contracting and legalBusiness SkillsBusiness processes2 190,8754.651% 24,2287.345% 2.694%57.931%
176CoordinationBusiness SkillsManagement skills1 185,8494.528% 18,6615.657% 1.129%24.932%
157Cost accountingBusiness SkillsBusiness processes1 2,7710.068% 2340.071% 0.003%5.070%
158Cost estimationBusiness SkillsBusiness processes1 3,1230.076% 1620.049% -0.027%-35.458%
1312Customer SupportBusiness SkillsBusiness processes6 748,00818.226% 56,45417.115% -1.111%-6.095%
1339EducationBusiness SkillsIndustry Segment1 43,4431.059% 7,6322.314% 1.255%118.583%
1333EnergyBusiness SkillsIndustry Segment1 202,3034.929% 17,9535.443% 0.513%10.416%
1340EntertainmentBusiness SkillsIndustry Segment1 84,6232.062% 6,6882.028% -0.034%-1.665%
1319EnvironmentalBusiness SkillsEnvironmental18 107,7582.626% 16,8085.096% 2.470%94.073%
1320Environmental StrategyBusiness SkillsEnvironmental14 67,7771.651% 14,8324.497% 2.845%172.280%
161FinancialBusiness SkillsBusiness processes2 1,078,60026.281% 288,36587.423% 61.141%232.645%
1275Financial Analysis softwareBusiness SkillsBusiness processes9 3,1410.077% 3410.103% 0.027%35.078%
1332Health CareBusiness SkillsIndustry Segment2 455,26311.093% 42,37412.846% 1.753%15.807%
1341HospitalityBusiness SkillsIndustry Segment4 279,7186.816% 75,23422.808% 15.993%234.651%
177Human resourcesBusiness SkillsManagement skills2 139,5373.400% 14,4814.390% 0.990%29.124%
1336InsuranceBusiness SkillsIndustry Segment1 21,5560.525% 1,2430.377% -0.148%-28.253%
1316Managing/SupervisionBusiness SkillsManagement skills6 2,020,40949.229% 152,00346.082% -3.147%-6.392%
1334ManufacturingBusiness SkillsIndustry Segment2 235,0865.728% 18,0775.480% -0.248%-4.325%
26MarketingBusiness SkillsBusiness processes1 345,5858.420% 40,17912.181% 3.760%44.658%
185MonitoringBusiness SkillsProject management1 495,98112.085% 44,32013.436% 1.351%11.182%
179NegotiationBusiness SkillsManagement skills1 120,9272.946% 10,7403.256% 0.310%10.504%
163Operation and ControlBusiness SkillsBusiness processes3 2,8660.070% 1630.049% -0.020%-29.236%
29Outsourcing ManagementBusiness SkillsManagement skills3 74,6911.820% 2,2100.670% -1.150%-63.185%
167ProcurementBusiness SkillsBusiness processes1 64,4511.570% 6,4541.957% 0.386%24.594%
1290Project Management softwareBusiness SkillsProject management3 84,1242.050% 3,8931.180% -0.870%-42.421%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 644,95315.715% 47,03814.260% -1.455%-9.256%
168QualityBusiness SkillsBusiness processes1 1,231,85230.015% 106,87732.402% 2.386%7.950%
1337Real EstateBusiness SkillsIndustry Segment2 28,5540.696% 3,2570.987% 0.292%41.922%
1335RetailBusiness SkillsIndustry Segment2 558,37113.605% 40,69512.337% -1.268%-9.319%
34Risk ManagementBusiness SkillsProject management1 124,3693.030% 15,5994.729% 1.699%56.057%
169Service OrientationBusiness SkillsBusiness processes1 26,6110.648% 1,6900.512% -0.136%-20.982%
27Supply Chain ManagementBusiness SkillsBusiness processes3 110,7162.698% 10,7353.254% 0.557%20.640%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 6,5050.159% 3510.106% -0.052%-32.864%
178TeachingBusiness SkillsManagement skills7 122,3942.982% 16,8175.098% 2.116%70.957%
190TimekeepingBusiness SkillsProject management3 44,3401.080% 4,4211.340% 0.260%24.058%
1296Timekeeping softwareBusiness SkillsProject management1 4,6030.112% 4670.142% 0.029%26.233%
171Total quality management (TQM)Business SkillsBusiness processes2 4,0410.098% 1750.053% -0.045%-46.118%
180TroubleshootingBusiness SkillsManagement skills1 563,34513.726% 40,74512.353% -1.374%-10.009%
181VerificationBusiness SkillsManagement skills1 292,3297.123% 21,6446.562% -0.561%-7.878%
1338Waste ManagementBusiness SkillsIndustry Segment1 2,9420.072% 1460.044% -0.027%-38.254%
191WorkflowBusiness SkillsProject management1 179,6564.377% 15,3834.664% 0.286%6.536%
31Working GloballyBusiness SkillsManagement skills3 19,9160.485% 4460.135% -0.350%-72.137%
32Working with Virtual TeamsBusiness SkillsManagement skills2 7,7230.188% 5750.174% -0.014%-7.364%
514GLTechnical SkillsSoftware development3 5,6240.137% 1660.050% -0.087%-63.275%
1510Access ControlTechnical SkillsSecurity1 42,8281.044% 4,1611.261% 0.218%20.884%
987Access servers & softwareTechnical SkillsNetwork10 122,9222.995% 8,4322.556% -0.439%-14.651%
38Agile Development MethodsTechnical SkillsSoftware development13 346,2448.437% 34,05010.323% 1.886%22.358%
304Algorithmic softwareTechnical SkillsBusiness applications1 1360.003% 70.002% -0.001%-35.959%
1546AlienvaultTechnical SkillsSecurity1 3390.008% 370.011% 0.003%35.800%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 5,3340.130% 3720.113% -0.017%-13.226%
1352AndroidTechnical SkillsMobile Platforms3 95,2242.320% 6,8852.087% -0.233%-10.039%
1351Apple iOSTechnical SkillsMobile Platforms6 60,5691.476% 3,2220.977% -0.499%-33.813%
120Apple operating systemsTechnical SkillsBusiness applications6 126,2313.076% 11,7363.558% 0.482%15.678%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 8,2390.201% 7600.230% 0.030%14.772%
1543ArcSightTechnical SkillsSecurity1 5,7760.141% 2830.086% -0.055%-39.038%
1423Artificial IntelligenceTechnical SkillsInformation mgmt5 163,7523.990% 34,56310.478% 6.488%162.617%
1432Attribute-Based Access ControlTechnical SkillsSecurity2 5740.014% 790.024% 0.010%71.243%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 2800.007% 680.021% 0.014%202.169%
1265Backup & RecoveryTechnical SkillsTechnical applications16 299,7857.305% 17,7915.394% -1.911%-26.160%
1386BiometricTechnical SkillsInformation mgmt2 10,3990.253% 4970.151% -0.103%-40.535%
1353BlackberryTechnical SkillsMobile Platforms2 25,6480.625% 2310.070% -0.555%-88.794%
336Borland DelphiTechnical SkillsBusiness applications1 5,9710.145% 1520.046% -0.099%-68.327%
337Borland JBuilderTechnical SkillsBusiness applications1 3,8650.094% 80.002% -0.092%-97.425%
338Borland ParadoxTechnical SkillsBusiness applications1 3320.008% 200.006% -0.002%-25.047%
1436Bring Your Own DevicesTechnical SkillsSecurity1 1,8730.046% 6020.183% 0.137%299.905%
72Business Continuity PlanningTechnical SkillsHardware2 46,9271.143% 4,5171.369% 0.226%19.764%
352Cadence OpusTechnical SkillsBusiness applications1 1,4800.036% 360.011% -0.025%-69.735%
868CalculatorsTechnical SkillsHardware1 3,0260.074% 3150.095% 0.022%29.521%
39CASE ToolsTechnical SkillsSoftware development1 175,9634.287% 18,6375.650% 1.363%31.781%
367Categorization or classification softwareTechnical SkillsBusiness applications1 18,1580.442% 7590.230% -0.212%-47.992%
1469CCPATechnical SkillsSecurity1 2,4230.059% 1,2890.391% 0.332%561.909%
1478Center for Internet SecurityTechnical SkillsSecurity1 56,8961.386% 11,0173.340% 1.954%140.924%
1441Certificate managementTechnical SkillsSecurity1 2,7760.068% 4550.138% 0.070%103.934%
112CertificationTechnical SkillsMisc3 720,82417.564% 72,82022.077% 4.513%25.696%
78CiscoTechnical SkillsHardware1 185,9234.530% 8,9582.716% -1.814%-40.052%
1009Cisco Systems IOSTechnical SkillsNetwork1 96,7412.357% 7,7742.357% -0.000%-0.016%
40Client-ServerTechnical SkillsSoftware development1 70,1421.709% 1,4760.447% -1.262%-73.818%
1437Cloud Access Security BrokerTechnical SkillsSecurity1 1,1400.028% 4710.143% 0.115%414.061%
1438Cloud Configuration ManagementTechnical SkillsSecurity1 3,6430.089% 3740.113% 0.025%27.735%
1445Cloud MigrationTechnical SkillsSecurity1 3,7190.091% 1,1280.342% 0.251%277.382%
1455cloud securityTechnical SkillsSecurity1 11,1420.271% 3,5821.086% 0.814%300.001%
1456Cloud Security Posture ManagementTechnical SkillsSecurity1 2540.006% 1030.031% 0.025%404.547%
1486Cloud ServicesTechnical SkillsSecurity1 52,4741.279% 8,7082.640% 1.361%106.478%
1011Cluster server softwareTechnical SkillsNetwork9 67,8461.653% 3,2330.980% -0.673%-40.710%
1147CMAKETechnical SkillsSoftware development1 1,9690.048% 2260.069% 0.021%42.811%
1151Compatibility testingTechnical SkillsSoftware development1 2,1420.052% 800.024% -0.028%-53.530%
1152CompilersTechnical SkillsSoftware development5 44,1701.076% 3,3751.023% -0.053%-4.930%
1255Compliance softwareTechnical SkillsTechnical applications4 20,3470.496% 2,4800.752% 0.256%51.653%
385Computer aided design (CAD)Technical SkillsBusiness applications12 37,7620.920% 3,7041.123% 0.203%22.043%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications4 5,8470.142% 3000.091% -0.052%-36.161%
875Computer diagnosticsTechnical SkillsHardware5 189,4614.616% 16,7395.075% 0.458%9.928%
1107Computer forensicsTechnical SkillsSecurity1 8,8050.215% 4170.126% -0.088%-41.074%
1266Computer HardwareTechnical SkillsHardware15 95,1162.318% 8,3192.522% 0.204%8.822%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 2,8250.069% 1310.040% -0.029%-42.303%
1015Computer serversTechnical SkillsNetwork6 373,1169.091% 16,6675.053% -4.038%-44.421%
1267Computer UtilitiesTechnical SkillsMisc2 3,4650.084% 2480.075% -0.009%-10.947%
1447Configuration Management DatabaseTechnical SkillsSecurity1 7,6060.185% 8310.252% 0.067%35.939%
1448Container securityTechnical SkillsSecurity1 4110.010% 1560.047% 0.037%372.260%
1449ContainersTechnical SkillsSecurity1 48,6691.186% 8,7742.660% 1.474%124.307%
59Content ManagerTechnical SkillsBusiness applications1 2,9520.072% 2160.065% -0.006%-8.959%
1439Continuous Diagnostics and MitigationTechnical SkillsSecurity1 3,1970.078% 8280.251% 0.173%222.245%
1396Continuous ImprovementTechnical SkillsSoftware development1 100,4462.447% 15,6374.741% 2.293%93.695%
1443Continuous Integration Continuous DeploymentTechnical SkillsSecurity3 143,6683.501% 25,6777.784% 4.284%122.373%
1453Control PlaneTechnical SkillsSecurity1 1,8110.044% 3240.098% 0.054%122.600%
878ControllersTechnical SkillsHardware3 28,9620.706% 2,4190.733% 0.028%3.922%
1454Crown JewelsTechnical SkillsSecurity1 2430.006% 230.007% 0.001%17.766%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 4,6790.114% 6430.195% 0.081%70.984%
407Customer information control system (CICS)Technical SkillsBusiness applications2 14,1900.346% 6860.208% -0.138%-39.849%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 187,7304.574% 12,7103.853% -0.721%-15.762%
1368Cyber SecurityTechnical SkillsInformation mgmt3 127,1773.099% 23,9927.274% 4.175%134.723%
1479Cybersecurity FrameworkTechnical SkillsSecurity2 5,1000.124% 1,7790.539% 0.415%334.015%
1492Data Access GovernanceTechnical SkillsSecurity1 8270.020% 1000.030% 0.010%50.450%
953Data acquisition systemsTechnical SkillsInformation mgmt1 23,2460.566% 1,6290.494% -0.073%-12.809%
1434Data classificationTechnical SkillsSecurity1 2,7940.068% 5530.168% 0.100%146.262%
955Data compression softwareTechnical SkillsInformation mgmt1 13,9530.340% 6670.202% -0.138%-40.522%
956Data conversion softwareTechnical SkillsInformation mgmt1 15,7710.384% 6370.193% -0.191%-49.745%
958Data dictionaryTechnical SkillsInformation mgmt1 10,6540.260% 5820.176% -0.083%-32.031%
1495Data discoveryTechnical SkillsSecurity1 4,3480.106% 5600.170% 0.064%60.250%
959Data entryTechnical SkillsInformation mgmt1 18,2380.444% 2,1590.655% 0.210%47.290%
1502Data Loss PreventionTechnical SkillsSecurity1 12,7840.311% 1,9790.600% 0.288%92.609%
962Data mappingTechnical SkillsInformation mgmt1 19,8560.484% 1,1470.348% -0.136%-28.126%
67Data MiningTechnical SkillsInformation mgmt5 84,4352.057% 6,6942.029% -0.028%-1.358%
963Data modelingTechnical SkillsInformation mgmt1 135,0713.291% 7,7552.351% -0.940%-28.564%
1496Data retentionTechnical SkillsSecurity1 3,1740.077% 2680.081% 0.004%5.057%
1494Data taggingTechnical SkillsSecurity1 3800.009% 390.012% 0.003%27.697%
68Data WarehousingTechnical SkillsInformation mgmt2 194,0574.728% 10,5783.207% -1.521%-32.178%
69Database AdministrationTechnical SkillsInformation mgmt12 243,1805.925% 10,2733.114% -2.811%-47.438%
969Database design softwareTechnical SkillsInformation mgmt16 207,0985.046% 8,8462.682% -2.364%-46.854%
1268Database ReportingTechnical SkillsInformation mgmt3 52,6561.283% 1,1460.347% -0.936%-72.921%
1373Database SecurityTechnical SkillsInformation mgmt1 1,0630.026% 2200.067% 0.041%157.506%
1269Database SecurityTechnical SkillsInformation mgmt2 7630.019% 510.015% -0.003%-16.834%
1270Database ServersTechnical SkillsInformation mgmt3 44,1141.075% 6030.183% -0.892%-82.993%
1271Database TestingTechnical SkillsInformation mgmt1 3,7150.091% 1860.056% -0.034%-37.705%
1160DebuggingTechnical SkillsSoftware development7 319,6987.790% 22,0636.689% -1.101%-14.134%
1385DecryptionTechnical SkillsInformation mgmt2 1,5030.037% 1660.050% 0.014%37.419%
1559DemistoTechnical SkillsSecurity1 900.002% 250.008% 0.005%245.618%
1256Desktop partitioning softwareTechnical SkillsTechnical applications1 15,8740.387% 5280.160% -0.227%-58.615%
418Desktop publishing softwareTechnical SkillsBusiness applications13 67,4141.643% 7,9752.418% 0.775%47.190%
1272Development EnvironmentTechnical SkillsSoftware development13 214,5165.227% 11,9033.609% -1.618%-30.961%
1498Device ManagementTechnical SkillsSecurity1 9,8090.239% 1,4310.434% 0.195%81.515%
1273Digital ImagingTechnical SkillsHardware1 1,0250.025% 670.020% -0.005%-18.670%
883Digital Signal Processor (DSP)Technical SkillsHardware2 13,6850.333% 7700.233% -0.100%-29.993%
1446Digital TransformationTechnical SkillsSecurity1 27,1780.662% 8,7972.667% 2.005%302.731%
1472DISATechnical SkillsSecurity1 12,3130.300% 1,3140.398% 0.098%32.779%
423Disk operating system (DOS)Technical SkillsBusiness applications1 10,3910.253% 3890.118% -0.135%-53.421%
1497Distributed Denial of ServiceTechnical SkillsSecurity1 3,5950.088% 3440.104% 0.017%19.058%
1504DMZTechnical SkillsNetwork1 6,7360.164% 2670.081% -0.083%-50.682%
1451DockerTechnical SkillsSecurity1 58,1361.417% 14,9484.532% 3.115%219.916%
1307Doctor of PhilosophyTechnical SkillsMisc3 189,6864.622% 18,3945.576% 0.955%20.653%
973Document management softwareTechnical SkillsInformation mgmt4 30,2500.737% 1,7050.517% -0.220%-29.871%
1020Domain name system (DNS)Technical SkillsNetwork3 130,2423.173% 6,4771.964% -1.210%-38.124%
61DreamweaverTechnical SkillsSoftware development1 15,5510.379% 2520.076% -0.303%-79.838%
54DSS/GDSSTechnical SkillsBusiness applications5 41,8901.021% 2,4190.733% -0.287%-28.150%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 1810.004% 300.009% 0.005%106.225%
62EclipseTechnical SkillsSoftware development1 80,7371.967% 2,3320.707% -1.260%-64.062%
1308Electronic CommerceTechnical SkillsBusiness applications2 172,8054.211% 8,2952.515% -1.696%-40.275%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 31,6810.772% 1,4760.447% -0.324%-42.032%
1023Electronic mail softwareTechnical SkillsNetwork8 56,7171.382% 2,8400.861% -0.521%-37.698%
1384EncryptionTechnical SkillsInformation mgmt1 4840.012% 790.024% 0.012%103.086%
1507EndpointTechnical SkillsSecurity1 20,0780.489% 3,8691.173% 0.684%139.760%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 171,2684.173% 11,3273.434% -0.739%-17.712%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications15 173,6484.231% 11,3113.429% -0.802%-18.954%
1321Environmental CertificationTechnical SkillsEnvironmental1 4270.010% 810.025% 0.014%136.024%
1328Environmental CleanupTechnical SkillsEnvironmental3 7120.017% 680.021% 0.003%18.830%
1329Environmental EnergyTechnical SkillsEnvironmental25 17,0810.416% 2,0350.617% 0.201%48.235%
1330Environmental Energy ConservationTechnical SkillsEnvironmental12 15,6450.381% 2,1770.660% 0.279%73.134%
1327Environmental PollutionTechnical SkillsEnvironmental27 17,2800.421% 5,5981.697% 1.276%303.077%
1324Environmental Pollution ControlTechnical SkillsEnvironmental10 7,9030.193% 1,2920.392% 0.199%103.408%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental10 3,0870.075% 5300.161% 0.085%113.618%
1326Environmental Product StewardshipTechnical SkillsEnvironmental13 10,0530.245% 1,4380.436% 0.191%77.976%
1331Environmental ScienceTechnical SkillsEnvironmental2 5700.014% 330.010% -0.004%-27.966%
1322Environmental TechnologyTechnical SkillsEnvironmental2 1,1020.027% 1910.058% 0.031%115.650%
1470EPRITechnical SkillsSecurity1 1450.004% 110.003% -0.000%-5.611%
1551ExabeamTechnical SkillsSecurity1 2910.007% 510.015% 0.008%118.060%
461Expert system softwareTechnical SkillsBusiness applications1 1,8730.046% 2640.080% 0.034%75.374%
1359FacebookTechnical SkillsSocial Networking1 455,74311.105% 5,8791.782% -9.322%-83.950%
463Facilities management softwareTechnical SkillsBusiness applications4 7,8490.191% 7720.234% 0.043%22.377%
1476FedRAMPTechnical SkillsSecurity1 3,9970.097% 1,0640.323% 0.225%231.212%
1467FINRATechnical SkillsSecurity1 2,5030.061% 5280.160% 0.099%162.465%
1556FireEyeTechnical SkillsSecurity1 2,9980.073% 1820.055% -0.018%-24.467%
1464FISMATechnical SkillsSecurity1 13,0920.319% 9410.285% -0.034%-10.570%
468Flight control softwareTechnical SkillsBusiness applications1 1,5750.038% 880.027% -0.012%-30.481%
1508Flow analysisTechnical SkillsSecurity1 4,5800.112% 2900.088% -0.024%-21.217%
469Flowchart softwareTechnical SkillsBusiness applications5 11,6120.283% 9090.276% -0.007%-2.601%
1367ForensicTechnical SkillsInformation mgmt2 37,5970.916% 4,0071.215% 0.299%32.606%
1552FortinetTechnical SkillsSecurity1 4,5440.111% 5550.168% 0.058%51.968%
1112Fraud DetectionTechnical SkillsSecurity1 25,8360.630% 3,4461.045% 0.415%65.954%
63FrontPageTechnical SkillsSoftware development1 2,5440.062% 150.005% -0.057%-92.664%
475Fund accounting softwareTechnical SkillsBusiness applications1 8530.021% 370.011% -0.010%-46.030%
1260GamingTechnical SkillsMisc2 98,2762.395% 8,5582.594% 0.200%8.349%
1468GDPRTechnical SkillsSecurity1 5,0550.123% 1,7870.542% 0.419%339.847%
113Generic databasesTechnical SkillsInformation mgmt2 641,78815.638% 38,35711.629% -4.009%-25.638%
1365Google AppsTechnical SkillsBusiness applications4 14,6500.357% 1,0040.304% -0.053%-14.730%
1364Google PlusTechnical SkillsSocial Networking1 1,5620.038% 20.001% -0.037%-98.407%
1512GovernanceTechnical SkillsSecurity1 126,3613.079% 19,2805.845% 2.766%89.842%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications33 201,2924.905% 15,6574.747% -0.158%-3.221%
484Graphic softwareTechnical SkillsBusiness applications16 286,1336.972% 16,7905.090% -1.882%-26.990%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 71,4881.742% 1,3870.420% -1.321%-75.860%
1323Green ITTechnical SkillsEnvironmental9 11,6120.283% 1,3260.402% 0.119%42.081%
893Guidance systemsTechnical SkillsHardware1 2380.006% 180.005% -0.000%-5.899%
1371HackingTechnical SkillsInformation mgmt5 23,4850.572% 1,9590.594% 0.022%3.787%
895Hardware description language (HDL)Technical SkillsHardware2 1,7640.043% 2240.068% 0.025%57.997%
1277Hardware DesignTechnical SkillsHardware21 37,8980.923% 3,5511.077% 0.153%16.582%
1278Hardware TestingTechnical SkillsHardware4 11,4160.278% 7490.227% -0.051%-18.367%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 1,7790.043% 3480.106% 0.062%143.389%
492Helpdesk or call centerTechnical SkillsBusiness applications2 140,2073.416% 11,1833.390% -0.026%-0.760%
1465HIPAATechnical SkillsSecurity1 44,6221.087% 5,7211.734% 0.647%59.522%
1473HITRUSTTechnical SkillsSecurity1 3,1730.077% 8470.257% 0.179%232.133%
1377Homeland SecurityTechnical SkillsInformation mgmt1 67,3641.641% 2,4930.756% -0.886%-53.954%
1487IaaSTechnical SkillsSecurity1 18,4260.449% 3,4141.035% 0.586%130.532%
114IBM databasesTechnical SkillsInformation mgmt2 93,2932.273% 2,8300.858% -1.415%-62.257%
121IBM operating systemsTechnical SkillsBusiness applications4 64,2571.566% 1,2910.391% -1.174%-75.002%
1513Identity Access ManagementTechnical SkillsSecurity2 33,5770.818% 5,3051.608% 0.790%96.581%
1511Identity Governance and AdministrationTechnical SkillsSecurity1 5540.013% 2860.087% 0.073%542.325%
898Image capture devicesTechnical SkillsHardware9 21,6050.526% 2,2330.677% 0.151%28.598%
524Industrial control softwareTechnical SkillsBusiness applications3 19,4180.473% 2,1530.653% 0.180%37.955%
1485Industrial Control SystemsTechnical SkillsSecurity1 7,9660.194% 1,1680.354% 0.160%82.432%
975Information retrieval or search softwareTechnical SkillsInformation mgmt5 62,6691.527% 4,4141.338% -0.189%-12.365%
1375Information SecurityTechnical SkillsInformation mgmt3 180,5824.400% 21,1646.416% 2.016%45.822%
899InfraredTechnical SkillsHardware1 3,4300.084% 2030.062% -0.022%-26.362%
1491Infrastructure as CodeTechnical SkillsSecurity1 11,5120.281% 3,4431.044% 0.763%272.121%
1180InstallationTechnical SkillsSoftware development1 324,3297.903% 18,6365.650% -2.253%-28.507%
901Interface definition language (IDL)Technical SkillsHardware1 1,4770.036% 430.013% -0.023%-63.777%
536Internet browser softwareTechnical SkillsBusiness applications4 20,7970.507% 7430.225% -0.281%-55.548%
1483Internet of ThingsTechnical SkillsSecurity1 30,5620.745% 5,9831.814% 1.069%143.577%
1578Internet proxyTechnical SkillsSecurity1 5440.013% 330.010% -0.003%-24.523%
1393Intrusion DetectionTechnical SkillsInformation mgmt1 43,2651.054% 2,6410.801% -0.254%-24.050%
541Inventory management softwareTechnical SkillsBusiness applications3 19,1030.465% 1,7760.538% 0.073%15.675%
1463ISO 22301Technical SkillsSecurity1 910.002% 180.005% 0.003%146.110%
1459ISO 27000Technical SkillsSecurity1 2,5990.063% 2980.090% 0.027%42.662%
1460ISO 27001Technical SkillsSecurity1 12,4190.303% 2,2130.671% 0.368%121.714%
1461ISO 27002Technical SkillsSecurity1 1,5550.038% 1400.042% 0.005%12.020%
1414ISO 9000Technical SkillsSoftware development1 5,3120.129% 870.026% -0.103%-79.622%
73IT Architecture/StandardsTechnical SkillsHardware2 27,7850.677% 2,3690.718% 0.041%6.085%
1515IT Service ManagementTechnical SkillsSecurity1 27,3470.666% 3,5051.063% 0.396%59.469%
1481ITILTechnical SkillsSecurity1 107,7982.627% 9,3622.838% 0.212%8.058%
1357Java METechnical SkillsMobile Platforms2 1,1560.028% 30.001% -0.027%-96.771%
1035KernelTechnical SkillsNetwork1 42,2381.029% 1,2320.374% -0.656%-63.708%
1442Key managementTechnical SkillsSecurity1 8,4560.206% 6410.194% -0.012%-5.683%
1450KubernetesTechnical SkillsSecurity1 39,6180.965% 13,8954.212% 3.247%336.380%
1279Laser toolsTechnical SkillsHardware1 730.002% 250.008% 0.006%326.104%
907LasersTechnical SkillsHardware1 1,2890.031% 1050.032% 0.000%1.353%
1516Least PrivilegeTechnical SkillsSecurity1 1,2000.029% 3370.102% 0.073%249.420%
1038License management softwareTechnical SkillsNetwork1 2,8860.070% 3220.098% 0.027%38.822%
1361LinkedInTechnical SkillsSocial Networking1 43,6641.064% 4,7911.452% 0.389%36.522%
1544LogRhythmTechnical SkillsSecurity1 9340.023% 1120.034% 0.011%49.200%
908Mainframe computersTechnical SkillsHardware2 76,7971.871% 3,2800.994% -0.877%-46.859%
124Mainframe operating systemsTechnical SkillsBusiness applications8 47,2831.152% 1,6350.496% -0.656%-56.976%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications9 80,6211.964% 2,8140.853% -1.111%-56.572%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 15,5860.380% 1,0770.327% -0.053%-14.024%
1549McAfee Enterprise SecurityTechnical SkillsSecurity1 730.002% 20.001% -0.001%-65.912%
1281Medical softwareTechnical SkillsBusiness applications9 29,0460.708% 3,0760.933% 0.225%31.765%
1452MesosTechnical SkillsSecurity1 3,1010.076% 2050.062% -0.013%-17.747%
1517Metadata analysisTechnical SkillsSecurity1 2660.006% 310.009% 0.003%45.004%
1555Micro FocusTechnical SkillsSecurity1 2,7740.068% 2310.070% 0.002%3.611%
1433Micro-segmentationTechnical SkillsSecurity1 4790.012% 1390.042% 0.030%261.059%
115Microsoft databasesTechnical SkillsInformation mgmt5 553,15413.478% 20,0326.073% -7.405%-54.941%
119Microsoft operating systemsTechnical SkillsBusiness applications4 781,40819.040% 33,47710.149% -8.891%-46.695%
1518MITRETechnical SkillsSecurity1 7,2580.177% 7520.228% 0.051%28.914%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 24,0590.586% 9470.287% -0.299%-51.025%
1581Mobile securityTechnical SkillsSecurity2 3,4680.085% 2850.086% 0.002%2.250%
1431Multi-Factor AuthenticationTechnical SkillsSecurity3 6,2930.153% 1,4830.450% 0.296%193.212%
625MultimediaTechnical SkillsBusiness applications1 32,2500.786% 1,4550.441% -0.345%-43.865%
1362MySpaceTechnical SkillsSocial Networking1 3,9240.096% 20.001% -0.095%-99.366%
1471NERCTechnical SkillsSecurity1 4,6210.113% 5420.164% 0.052%45.936%
1548NetWitnessTechnical SkillsSecurity1 6740.016% 830.025% 0.009%53.220%
1499Network Access ControlTechnical SkillsSecurity2 8,9190.217% 6770.205% -0.012%-5.557%
74Network administrationTechnical SkillsHardware17 781,85819.051% 286,66486.907% 67.856%356.188%
1282Network Administration softwareTechnical SkillsNetwork18 205,3865.004% 13,6124.127% -0.878%-17.539%
1519Network discoveryTechnical SkillsSecurity1 5960.015% 630.019% 0.005%31.520%
1283Network HardwareTechnical SkillsNetwork11 146,1313.561% 7,2812.207% -1.353%-38.006%
1284Network Monitoring softwareTechnical SkillsNetwork15 107,7902.626% 5,5591.685% -0.941%-35.832%
1059Network operation system software (NOS)Technical SkillsNetwork2 4,3010.105% 1640.050% -0.055%-52.557%
1369Network SecurityTechnical SkillsInformation mgmt1 24,6780.601% 1,0330.313% -0.288%-47.918%
1122Network securityTechnical SkillsSecurity1 124,6843.038% 7,8132.369% -0.669%-22.034%
1285Network Security softwareTechnical SkillsSecurity37 302,5827.373% 25,1077.612% 0.239%3.241%
1503Network SegmentationTechnical SkillsNetwork1 1,6770.041% 2960.090% 0.049%119.613%
1286Network softwareTechnical SkillsNetwork6 473,26211.531% 286,04586.719% 75.188%652.023%
1287Network TestingTechnical SkillsNetwork11 62,4471.522% 3,7411.134% -0.387%-25.463%
1521Next Generation FirewallTechnical SkillsSecurity2 1,6050.039% 3030.092% 0.053%134.891%
1458NISTTechnical SkillsSecurity1 41,3751.008% 8,0412.438% 1.430%141.808%
1065Novell network softwareTechnical SkillsNetwork2 4,4330.108% 730.022% -0.086%-79.511%
643OberonTechnical SkillsBusiness applications1 4380.011% 00.000% -0.011%-100.000%
1413Object Oriented DesignTechnical SkillsSoftware development2 106,7392.601% 1,6870.511% -2.089%-80.335%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 520,79812.690% 18,6915.666% -7.023%-55.346%
1288Office ApplicationsTechnical SkillsBusiness applications13 514,55112.537% 38,18411.576% -0.961%-7.668%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 41,0020.999% 7520.228% -0.771%-77.180%
116Open-source databasesTechnical SkillsInformation mgmt4 250,9146.114% 13,5414.105% -2.009%-32.853%
118Open-source operating systemsTechnical SkillsBusiness applications8 694,58116.924% 31,8599.659% -7.266%-42.930%
56Operating SystemsTechnical SkillsBusiness applications3 383,4489.343% 23,2727.055% -2.288%-24.486%
1482Operational TechnologyTechnical SkillsSecurity1 7,9620.194% 1,4970.454% 0.260%133.937%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 2,8590.070% 3430.104% 0.034%49.272%
117Oracle databasesTechnical SkillsInformation mgmt1 623,08115.182% 21,0106.370% -8.812%-58.045%
1529Orchestration & AutomationTechnical SkillsSecurity1 7030.017% 1250.038% 0.021%121.235%
1488PaaSTechnical SkillsSecurity1 22,5110.549% 4,0601.231% 0.682%124.404%
1354Palm OSTechnical SkillsMobile Platforms3 3,2190.078% 10.000% -0.078%-99.613%
1522PanoramaTechnical SkillsSecurity1 9610.023% 1560.047% 0.024%101.976%
1466Payment Card IndustryTechnical SkillsSecurity1 45,7831.116% 5,4921.665% 0.549%49.254%
1376Penetration TestingTechnical SkillsInformation mgmt5 126,1603.074% 14,2744.327% 1.253%40.774%
1527Personal Healthcare InformationTechnical SkillsSecurity1 4,1100.100% 6970.211% 0.111%111.003%
1528Personally Identifiable InformationTechnical SkillsSecurity1 5,1870.126% 9640.292% 0.166%131.238%
1289Physical ToolsTechnical SkillsHardware1 3530.009% 570.017% 0.009%100.909%
683Point of sale (POS)Technical SkillsBusiness applications3 24,4330.595% 2,2490.682% 0.086%14.528%
1525Policy Decision PointTechnical SkillsSecurity1 1,0870.026% 840.025% -0.001%-3.850%
1526Policy Enforcement PointTechnical SkillsSecurity1 1,0780.026% 870.026% 0.000%0.415%
686PolkaTechnical SkillsBusiness applications1 1,4340.035% 2110.064% 0.029%83.076%
931PrintersTechnical SkillsHardware4 43,6541.064% 5,1681.567% 0.503%47.298%
1430Privileged Account ManagementTechnical SkillsSecurity2 5,2110.127% 1,0150.308% 0.181%142.350%
43ProgrammingTechnical SkillsSoftware development1 1,141,75327.820% 67,04420.325% -7.494%-26.939%
700ProvisioningTechnical SkillsBusiness applications1 63,0091.535% 5,4591.655% 0.120%7.798%
1545QRadarTechnical SkillsSecurity1 2,0260.049% 2480.075% 0.026%52.304%
1531Quality of ServiceTechnical SkillsSecurity1 36,5920.892% 2,1740.659% -0.233%-26.078%
1405Rapid Application DevelopmentTechnical SkillsSoftware development2 19,7350.481% 3260.099% -0.382%-79.447%
1553Rapid7Technical SkillsSecurity1 1,2840.031% 2610.079% 0.048%152.915%
1258Rate ControlTechnical SkillsTechnical applications1 2020.005% 40.001% -0.004%-75.362%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 40,7200.992% 2230.068% -0.925%-93.186%
1077Remote control softwareTechnical SkillsNetwork2 4,1940.102% 4290.130% 0.028%27.270%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 2,3580.057% 800.024% -0.033%-57.787%
1379Risk AnalysisTechnical SkillsInformation mgmt1 26,8020.653% 2,6470.802% 0.149%22.881%
1262RoboticsTechnical SkillsHardware3 33,8080.824% 5,6901.725% 0.901%109.407%
1532Role-Based Access ControlTechnical SkillsSecurity3 5,3650.131% 5610.170% 0.039%30.104%
1318RSATechnical SkillsSecurity1 16,3340.398% 5500.167% -0.231%-58.104%
1489SaaSTechnical SkillsSecurity1 108,5452.645% 15,0464.561% 1.917%72.468%
1429SASETechnical SkillsSecurity2 8920.022% 3760.114% 0.092%424.471%
1533SCCMTechnical SkillsSecurity1 19,5360.476% 1,9880.603% 0.127%26.613%
44SDLCTechnical SkillsSoftware development7 524,28412.775% 31,6199.586% -3.189%-24.962%
1500SecOpsTechnical SkillsSecurity2 9,1110.222% 3,7131.126% 0.904%407.058%
1537Secure SDLCTechnical SkillsSecurity1 24,8250.605% 1870.057% -0.548%-90.628%
1132Secure shell (SSH)Technical SkillsSecurity1 3610.009% 80.002% -0.006%-72.427%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 52,8691.288% 2,4620.746% -0.542%-42.059%
1569Secure Web GatewayTechnical SkillsSecurity1 7,1560.174% 3000.091% -0.083%-47.839%
76SecurityTechnical SkillsHardware4 2,500,91960.937% 108,20132.803% -28.134%-46.169%
1382Security AuditTechnical SkillsInformation mgmt1 4,0460.099% 3080.093% -0.005%-5.284%
1315Security ClearanceTechnical SkillsMisc2 324,3667.903% 20,1196.099% -1.804%-22.826%
1477Security FrameworksTechnical SkillsSecurity1 9,6150.234% 1,9920.604% 0.370%157.774%
1540Security Information and Event ManagementTechnical SkillsSecurity1 20,1250.490% 3,5601.079% 0.589%120.096%
1584Security Information ManagementTechnical SkillsSecurity1 6,4190.156% 2560.078% -0.079%-50.378%
1567Security Operations CenterTechnical SkillsSecurity1 28,4210.693% 5,7281.737% 1.044%150.762%
1381Security PlanTechnical SkillsInformation mgmt1 3,8090.093% 4250.129% 0.036%38.828%
1380Security PolicyTechnical SkillsInformation mgmt2 70,2441.712% 7,5942.302% 0.591%34.512%
1457Security StandardsTechnical SkillsSecurity1 38,6200.941% 5,1141.550% 0.609%64.758%
1135Security testing softwareTechnical SkillsSecurity1 13,8700.338% 1,3040.395% 0.057%16.977%
1550SecuronixTechnical SkillsSecurity1 1600.004% 140.004% 0.000%8.870%
1538SegmentationTechnical SkillsSecurity1 17,3490.423% 2,3760.720% 0.298%70.400%
60Sharepoint ServerTechnical SkillsBusiness applications1 12,1580.296% 1060.032% -0.264%-89.152%
1084Signal generatorsTechnical SkillsNetwork1 1,4740.036% 1700.052% 0.016%43.499%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 34,0120.829% 6980.212% -0.617%-74.466%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 160,7273.916% 6,8582.079% -1.837%-46.911%
1220Simulation softwareTechnical SkillsSoftware development5 78,5931.915% 6,6432.014% 0.099%5.167%
1568Single Sign-OnTechnical SkillsSecurity3 29,3100.714% 2,7520.834% 0.120%16.824%
1558SOARTechnical SkillsSecurity1 2,2090.054% 6210.188% 0.134%249.780%
1475SOC 2Technical SkillsSecurity1 4,2460.103% 1,3060.396% 0.292%282.703%
1366Social NetworkTechnical SkillsSocial Networking1 12,7960.312% 3360.102% -0.210%-67.329%
1358Social NetworkingTechnical SkillsSocial Networking1 20,2570.494% 8460.256% -0.237%-48.037%
1534Software Defined NetworkTechnical SkillsSecurity2 6,8250.166% 6750.205% 0.038%23.055%
1535Software Defined Wide Area NetworkTechnical SkillsSecurity1 2,6730.065% 8070.245% 0.180%275.641%
42Software DevelopmentTechnical SkillsSoftware development2 1,053,28025.664% 61,62618.683% -6.981%-27.202%
1291Software Development softwareTechnical SkillsSoftware development3 6,4740.158% 1190.036% -0.122%-77.130%
1309Software EngineeringTechnical SkillsSoftware development1 663,82316.175% 55,87916.941% 0.766%4.736%
1292Software InstallationTechnical SkillsSoftware development4 513,13812.503% 41,69512.641% 0.137%1.099%
1223Software librariesTechnical SkillsSoftware development1 1,8470.045% 1470.045% -0.000%-0.974%
1293Software MaintenanceTechnical SkillsSoftware development1 30,4670.742% 9560.290% -0.453%-60.958%
1294Software TestingTechnical SkillsSoftware development14 499,25312.165% 36,13610.955% -1.210%-9.943%
1225Source code management (SCM)Technical SkillsSoftware development5 171,2154.172% 9,8612.990% -1.182%-28.340%
1541SplunkTechnical SkillsSecurity1 30,3340.739% 6,0761.842% 1.103%149.222%
1229Static analysis softwareTechnical SkillsSoftware development1 4,4830.109% 2680.081% -0.028%-25.619%
772Statistical analysis softwareTechnical SkillsBusiness applications27 355,4358.660% 35,47810.756% 2.095%24.193%
774Statistical softwareTechnical SkillsBusiness applications1 188,6284.596% 26,0327.892% 3.296%71.712%
1230Stress testing softwareTechnical SkillsSoftware development1 10,3650.253% 4280.130% -0.123%-48.623%
1547sumo logicTechnical SkillsSecurity1 1,3120.032% 2470.075% 0.043%134.240%
122Sun operating systemsTechnical SkillsBusiness applications3 143,3253.492% 1,8060.548% -2.945%-84.322%
939Surveillance systemsTechnical SkillsHardware5 42,8781.045% 4,4211.340% 0.296%28.288%
1564SwimlaneTechnical SkillsSecurity1 1170.003% 240.007% 0.004%155.225%
791Symantec softwareTechnical SkillsBusiness applications1 26,0910.636% 5090.154% -0.481%-75.727%
1355SymbianTechnical SkillsMobile Platforms1 1210.003% 10.000% -0.003%-89.717%
1310System AdministrationTechnical SkillsNetwork4 260,4196.345% 14,7294.465% -1.880%-29.628%
45System TestingTechnical SkillsSoftware development5 92,3382.250% 5,7761.751% -0.499%-22.170%
46Systems AnalysisTechnical SkillsSoftware development8 338,4638.247% 21,6826.573% -1.674%-20.295%
47Systems DesignTechnical SkillsSoftware development1 58,2941.420% 3,4271.039% -0.381%-26.854%
1233Systems EvaluationTechnical SkillsSoftware development1 5650.014% 730.022% 0.008%60.758%
1234Systems integrationTechnical SkillsSoftware development8 172,5734.205% 6,2441.893% -2.312%-54.982%
75TCP/IPTechnical SkillsHardware3 223,8585.455% 9,0232.735% -2.719%-49.849%
1235Technology DesignTechnical SkillsSoftware development1 3,9210.096% 3050.092% -0.003%-3.216%
1236TemplatesTechnical SkillsSoftware development1 64,1391.563% 5,0851.542% -0.021%-1.357%
1239Test implementationTechnical SkillsSoftware development1 2,3190.057% 2960.090% 0.033%58.814%
1302TestingTechnical SkillsSoftware development1 1,348,57932.859% 96,54229.268% -3.591%-10.929%
1435Threat IntelligenceTechnical SkillsSecurity1 8,4940.207% 1,8150.550% 0.343%165.866%
1561ThreatConnectTechnical SkillsSecurity1 2840.007% 270.008% 0.001%18.289%
1571Traffic AnalysisTechnical SkillsSecurity1 4,7680.116% 3610.109% -0.007%-5.796%
1570Traffic CaptureTechnical SkillsSecurity1 1580.004% 70.002% -0.002%-44.876%
1297Training softwareTechnical SkillsBusiness applications3 3,1350.076% 1430.043% -0.033%-43.246%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 5,1640.126% 1950.059% -0.067%-53.016%
1360TwitterTechnical SkillsSocial Networking1 54,9031.338% 3,5881.088% -0.250%-18.688%
1411Unified ProcessTechnical SkillsSoftware development1 8,9600.218% 320.010% -0.209%-95.556%
123UNIX operating systemsTechnical SkillsBusiness applications5 574,37513.995% 13,7034.154% -9.841%-70.316%
1298UNIX ShellsTechnical SkillsBusiness applications4 138,8273.383% 4,9931.514% -1.869%-55.251%
1410Use CaseTechnical SkillsSoftware development1 29,0000.707% 1,6710.507% -0.200%-28.307%
1573User and Entity Behavior AnalyticsTechnical SkillsSecurity1 3040.007% 1060.032% 0.025%333.841%
1572User Behavior AnalyticsTechnical SkillsSecurity1 3790.009% 910.028% 0.018%198.745%
48User-Interface DesignTechnical SkillsSoftware development2 274,7856.695% 16,7385.074% -1.621%-24.211%
836Video creation and editing softwareTechnical SkillsBusiness applications3 17,1490.418% 7660.232% -0.186%-44.424%
1574Virtual MachineTechnical SkillsSecurity1 24,4280.595% 1,8350.556% -0.039%-6.536%
840Visual Color DiscriminationTechnical SkillsBusiness applications2 3160.008% 450.014% 0.006%77.184%
64Visual StudioTechnical SkillsSoftware development1 140,4823.423% 4,7791.449% -1.974%-57.673%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 6,0840.148% 4870.148% -0.001%-0.405%
77Voice/Data TelecomTechnical SkillsHardware10 275,5546.714% 15,8054.792% -1.923%-28.635%
1575Vulnerability ManagementTechnical SkillsSecurity1 18,2990.446% 3,2050.972% 0.526%117.921%
1583Vulnerability TestingTechnical SkillsSecurity1 4,4880.109% 3320.101% -0.009%-7.958%
1577Web Application FirewallTechnical SkillsSecurity1 3,8050.093% 7100.215% 0.123%132.168%
1299Web Application ServerTechnical SkillsBusiness applications8 163,8183.992% 2,3430.710% -3.281%-82.205%
1248Web platform development softwareTechnical SkillsSoftware development5 9,9540.243% 400.012% -0.230%-95.000%
65web programmerTechnical SkillsSoftware development4 43,9361.071% 2,1160.641% -0.429%-40.077%
1579Web proxyTechnical SkillsSecurity1 1,7740.043% 1640.050% 0.006%15.024%
58Web serversTechnical SkillsBusiness applications6 290,2447.072% 8,3542.533% -4.539%-64.188%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 205,7545.013% 6,5891.998% -3.016%-60.155%
1356Windows CETechnical SkillsMobile Platforms4 21,7340.530% 960.029% -0.500%-94.504%
1102WirelessTechnical SkillsNetwork5 170,9024.164% 10,9613.323% -0.841%-20.200%
1363YouTubeTechnical SkillsSocial Networking2 14,1250.344% 1,9590.594% 0.250%72.562%
1524Zero TrustTechnical SkillsSecurity2 1,2590.031% 7440.226% 0.195%635.268%
79.NETProgramming SkillsCurrent1 440,69710.738% 14,6104.429% -6.309%-58.751%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 1650.004% 190.006% 0.002%43.274%
209A programming language (APL)Programming SkillsLegacy2 7,1120.173% 6310.191% 0.018%10.392%
99AdaProgramming SkillsLegacy1 25,4480.620% 4,9351.496% 0.876%141.286%
80AJAXProgramming SkillsCurrent1 222,2485.415% 2,2110.670% -4.745%-87.622%
210Algorithmic language (ALGOL)Programming SkillsLegacy1 1060.003% 10.000% -0.002%-88.262%
192Apple AppleScriptProgramming SkillsCurrent1 6300.015% 250.008% -0.008%-50.626%
81ASPProgramming SkillsCurrent2 288,9247.040% 6,2571.897% -5.143%-73.055%
108AssemblyProgramming SkillsLegacy2 10,7640.262% 2910.088% -0.174%-66.363%
211AWKProgramming SkillsLegacy1 8,1850.199% 1610.049% -0.151%-75.526%
83C#Programming SkillsCurrent2 470,85011.473% 21,6316.558% -4.915%-42.840%
82C/C++Programming SkillsCurrent3 1,027,61225.039% 255,52477.466% 52.428%209.386%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 363,4188.855% 17,1345.194% -3.661%-41.339%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 9780.024% 130.004% -0.020%-83.461%
84CGIProgramming SkillsCurrent2 27,6790.674% 4170.126% -0.548%-81.255%
217ClipperProgramming SkillsLegacy1 6480.016% 110.003% -0.012%-78.879%
218CLUProgramming SkillsLegacy1 2290.006% 90.003% -0.003%-51.100%
100CobolProgramming SkillsLegacy1 28,7530.701% 1,2460.378% -0.323%-46.082%
85ColdFusionProgramming SkillsCurrent2 22,7570.554% 3180.096% -0.458%-82.614%
219Combined programming language (CPL)Programming SkillsLegacy1 4930.012% 180.005% -0.007%-54.572%
195Component object model (COM)Programming SkillsCurrent1 5550.014% 30.001% -0.013%-93.274%
125Database programmingProgramming SkillsCurrent3 93,8762.287% 1,8420.558% -1.729%-75.586%
1501DevOpsProgramming SkillsMisc1 91,1862.222% 23,6157.159% 4.937%222.224%
196Distributed component object model (DCOM)Programming SkillsCurrent1 5,4820.134% 190.006% -0.128%-95.688%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 163,0633.973% 140,07542.466% 38.493%968.818%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 7,0110.171% 4200.127% -0.043%-25.464%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 38,8970.948% 3960.120% -0.828%-87.333%
109ForthProgramming SkillsLegacy1 17,7780.433% 3,1160.945% 0.511%118.079%
102FortranProgramming SkillsLegacy1 7,0800.173% 2350.071% -0.101%-58.702%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 705,60017.193% 24,5327.437% -9.755%-56.741%
222JProgramming SkillsLegacy1 16,4160.400% 1,1350.344% -0.056%-13.975%
87Java/J2EE/J2PProgramming SkillsCurrent4 1,003,36224.448% 48,17314.604% -9.843%-40.263%
97JavaScriptProgramming SkillsCurrent3 605,12414.744% 34,68010.514% -4.231%-28.693%
89JavaServer FacesProgramming SkillsCurrent3 33,4280.815% 4280.130% -0.685%-84.069%
88JavaServer PagesProgramming SkillsCurrent3 141,0693.437% 1,9670.596% -2.841%-82.651%
223Job control language (JCL)Programming SkillsLegacy2 16,6750.406% 5870.178% -0.228%-56.200%
126LAMPProgramming SkillsCurrent1 40,0090.975% 6920.210% -0.765%-78.480%
104LispProgramming SkillsLegacy1 2,7090.066% 1090.033% -0.033%-49.937%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 4,2240.103% 6600.200% 0.097%94.410%
201Microsoft ActiveXProgramming SkillsCurrent1 5,2030.127% 240.007% -0.119%-94.261%
107PascalProgramming SkillsLegacy1 1,7160.042% 230.007% -0.035%-83.323%
90PerlProgramming SkillsCurrent1 294,1227.167% 7,5122.277% -4.889%-68.222%
91PHPProgramming SkillsCurrent1 176,3644.297% 6,0051.821% -2.477%-57.636%
103PL/1Programming SkillsLegacy3 7700.019% 560.017% -0.002%-9.511%
105PrologProgramming SkillsLegacy1 1,5680.038% 140.004% -0.034%-88.891%
95PythonProgramming SkillsCurrent1 418,87610.206% 56,50517.130% 6.924%67.842%
227RProgramming SkillsCurrent1 576,92114.057% 278,68884.489% 70.432%501.036%
228Register transfer language (RTL)Programming SkillsLegacy1 46,8991.143% 9880.300% -0.843%-73.789%
1216Ruby/Ruby on RailsProgramming SkillsCurrent1 128,7313.137% 7,2032.184% -0.953%-30.381%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 2,0920.051% 980.030% -0.021%-41.714%
206Scripting languagesProgramming SkillsCurrent1 106,3402.591% 7,6702.325% -0.266%-10.258%
101SmalltalkProgramming SkillsLegacy1 1,0340.025% 70.002% -0.023%-91.577%
92SQLProgramming SkillsCurrent3 1,275,51931.079% 64,89519.674% -11.405%-36.697%
110TCLProgramming SkillsLegacy1 19,6060.478% 9260.281% -0.197%-41.235%
98Unified Modeling LanguageProgramming SkillsCurrent2 107,8592.628% 1,4890.451% -2.177%-82.823%
93Visual BasicProgramming SkillsCurrent6 248,7336.061% 6,1491.864% -4.196%-69.241%
207Web service definition language (WSDL)Programming SkillsCurrent2 29,9130.729% 6340.192% -0.537%-73.629%
94XMLProgramming SkillsCurrent2 475,84111.594% 10,5923.211% -8.383%-72.304%
1342Computer ScienceMajorsComputer Science2 3,944,57196.113% 279,72884.804% -11.309%-11.766%
1344Information TechnologyMajorsInformation Technology3 1,048,88425.557% 76,79823.283% -2.274%-8.899%
1343Management Information SystemsMajorsManagement Information Systems9 1,111,46727.082% 128,92239.085% 12.003%44.321%


IT Degrees

Information Technology

2023-02-13Jobs Found:2,065,389Click on column headings to sort
Skill IDSkill NamePrimary CategorySecondary CategoryNumber of SynonymsOccurrencesFrequencyLast 2 years OccurrencesLast 2 years FrequencyLast 2 years Growth/DeclineMovement
252Analytical ThinkingSoft SkillsProblem-solving skills1 8,2600.400% 9400.766% 0.366%91.459%
2Attention to DetailsSoft SkillsProblem-solving skills2 6,4050.310% 4480.365% 0.055%17.676%
8Conflict ResolutionSoft SkillsInterpersonal skills1 15,8860.769% 1,0950.892% 0.123%15.965%
231CooperationSoft SkillsInterpersonal skills1 22,1861.074% 1,9651.601% 0.526%49.008%
1428Creative ThinkingSoft SkillsProblem-solving skills1 9,2620.448% 8620.702% 0.254%56.578%
3CreativitySoft SkillsProblem-solving skills4 66,3343.212% 5,6954.639% 1.427%44.439%
4Critical thinkingSoft SkillsProblem-solving skills3 41,6342.016% 5,0934.149% 2.133%105.804%
1300FlexibilitySoft SkillsWork ethic1 135,3466.553% 8,8797.233% 0.679%10.369%
232IndependenceSoft SkillsInterpersonal skills1 14,1360.684% 1,1050.900% 0.216%31.511%
13Initiative/Motivation to workSoft SkillsWork ethic5 281,91513.649% 18,45315.031% 1.382%10.123%
256InnovationSoft SkillsProblem-solving skills1 190,4629.222% 17,56914.311% 5.089%55.191%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 281,14113.612% 18,49215.063% 1.451%10.659%
1422InternshipSoft SkillsWork ethic3 64,9503.145% 1,6211.320% -1.824%-58.011%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 2,1110.102% 2530.206% 0.104%101.632%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 176,3558.539% 15,22212.399% 3.861%45.215%
10LeadershipSoft SkillsInterpersonal skills1 496,83824.055% 36,26429.539% 5.484%22.797%
258LearningSoft SkillsProblem-solving skills1 234,77111.367% 18,33214.933% 3.566%31.369%
1Learning AbilitySoft SkillsProblem-solving skills3 37,2971.806% 2,7752.260% 0.455%25.175%
236ListeningSoft SkillsLanguage skills1 67,2113.254% 2,9422.396% -0.858%-26.357%
260MathematicsSoft SkillsProblem-solving skills3 74,9043.627% 6,1425.003% 1.376%37.953%
261MemorizationSoft SkillsProblem-solving skills2 2100.010% 150.012% 0.002%20.171%
18Negotiation SkillsSoft SkillsLanguage skills1 21,7251.052% 1,0810.881% -0.171%-16.287%
262OptimizationSoft SkillsProblem-solving skills1 86,8344.204% 5,2584.283% 0.079%1.873%
19Oral CommunicationsSoft SkillsLanguage skills5 39,4021.908% 2,5862.106% 0.199%10.417%
273PersistenceSoft SkillsWork ethic1 5,2560.254% 3410.278% 0.023%9.151%
239PersuasionSoft SkillsLanguage skills1 4,5450.220% 3590.292% 0.072%32.889%
1301Physical SkillSoft SkillsWork ethic2 5,6240.272% 7100.578% 0.306%112.393%
240PresentationsSoft SkillsLanguage skills1 123,5305.981% 8,7137.097% 1.116%18.665%
265Problem Solving SkillsSoft SkillsProblem-solving skills3 328,21015.891% 22,66818.465% 2.574%16.195%
20Questioning skillsSoft SkillsLanguage skills1 7370.036% 660.054% 0.018%50.662%
241Reading ComprehensionSoft SkillsLanguage skills1 1,1150.054% 710.058% 0.004%7.130%
6Research skillsSoft SkillsProblem-solving skills1 4,4010.213% 2730.222% 0.009%4.361%
15ResponsibilitySoft SkillsWork ethic2 224,43410.866% 16,33113.303% 2.436%22.420%
234Self ControlSoft SkillsInterpersonal skills1 3630.018% 380.031% 0.013%76.118%
11Self-esteemSoft SkillsInterpersonal skills1 1090.005% 40.003% -0.002%-38.261%
16Self-managementSoft SkillsWork ethic1 2,6630.129% 2370.193% 0.064%49.728%
250Stress ToleranceSoft SkillsPhysical skills1 9180.044% 1130.092% 0.048%107.092%
12TeamworkSoft SkillsInterpersonal skills1 104,4625.058% 7,2295.888% 0.831%16.425%
17Time ManagementSoft SkillsWork ethic2 78,0463.779% 6,0084.894% 1.115%29.511%
268VisualizationSoft SkillsProblem-solving skills1 23,7291.149% 3,0142.455% 1.306%113.693%
7Working under pressureSoft SkillsProblem-solving skills1 2,0620.100% 4210.343% 0.243%243.495%
21Written CommunicationsSoft SkillsLanguage skills5 312,71815.141% 17,68714.407% -0.734%-4.846%
172Account managementBusiness SkillsManagement skills1 22,0071.066% 1,3291.083% 0.017%1.599%
22AccountingBusiness SkillsBusiness processes4 360,97417.477% 8,2156.692% -10.786%-61.712%
1263Accounting softwareBusiness SkillsBusiness processes8 44,6182.160% 5940.484% -1.676%-77.602%
174AdministrationBusiness SkillsManagement skills3 641,83831.076% 29,03923.654% -7.422%-23.883%
1313AnalystBusiness SkillsProject management1 407,24219.717% 24,28919.785% 0.068%0.342%
175Application managementBusiness SkillsManagement skills5 141,3016.841% 7,7296.296% -0.546%-7.975%
150Asset managementBusiness SkillsBusiness processes1 35,6001.724% 3,1682.581% 0.857%49.714%
151AuditingBusiness SkillsBusiness processes5 179,0408.669% 11,6189.464% 0.795%9.171%
1264Auditing softwareBusiness SkillsBusiness processes1 1510.007% 10.001% -0.006%-88.858%
152BillingBusiness SkillsBusiness processes1 74,9773.630% 2,4301.979% -1.651%-45.474%
153Bills of LadingBusiness SkillsBusiness processes1 640.003% 90.007% 0.004%136.586%
1314Business AnalystBusiness SkillsProject management1 152,2757.373% 6,1705.026% -2.347%-31.831%
35Business IntelligenceBusiness SkillsStrategy skills1 82,6804.003% 4,1753.401% -0.602%-15.046%
155Business performance management (BPM)Business SkillsBusiness processes2 11,8230.572% 2650.216% -0.357%-62.291%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 29,8411.445% 5680.463% -0.982%-67.977%
36Business StrategyBusiness SkillsStrategy skills3 497,35524.080% 38,56931.417% 7.336%30.467%
182Calendar and schedulingBusiness SkillsProject management3 96,6714.681% 6,2285.073% 0.393%8.388%
156Capacity planningBusiness SkillsBusiness processes1 33,9661.645% 1,2361.007% -0.638%-38.779%
28Change ManagementBusiness SkillsManagement skills1 102,8374.979% 7,6006.191% 1.212%24.334%
183Content workflowBusiness SkillsProject management1 660.003% 30.002% -0.001%-23.528%
24Contracting and legalBusiness SkillsBusiness processes2 232,24311.245% 11,9329.719% -1.525%-13.563%
176CoordinationBusiness SkillsManagement skills1 136,4366.606% 10,8898.870% 2.264%34.272%
157Cost accountingBusiness SkillsBusiness processes1 4,4720.217% 2830.231% 0.014%6.466%
158Cost estimationBusiness SkillsBusiness processes1 2,0040.097% 800.065% -0.032%-32.839%
1312Customer SupportBusiness SkillsBusiness processes6 454,91922.026% 26,52521.606% -0.420%-1.905%
1339EducationBusiness SkillsIndustry Segment1 33,9151.642% 4,1793.404% 1.762%107.304%
1333EnergyBusiness SkillsIndustry Segment1 103,7425.023% 6,5715.353% 0.330%6.562%
1340EntertainmentBusiness SkillsIndustry Segment1 173,5228.401% 1,6421.338% -7.064%-84.080%
1319EnvironmentalBusiness SkillsEnvironmental18 150,8387.303% 6,8035.541% -1.762%-24.122%
1320Environmental StrategyBusiness SkillsEnvironmental14 19,5570.947% 3,8803.161% 2.214%233.777%
161FinancialBusiness SkillsBusiness processes2 777,00437.620% 104,83485.394% 47.774%126.990%
1275Financial Analysis softwareBusiness SkillsBusiness processes9 3,4670.168% 3860.314% 0.147%87.310%
1332Health CareBusiness SkillsIndustry Segment2 492,86623.863% 19,71216.057% -7.806%-32.713%
1341HospitalityBusiness SkillsIndustry Segment4 312,89715.150% 25,56920.828% 5.678%37.480%
177Human resourcesBusiness SkillsManagement skills2 292,07914.142% 9,5367.768% -6.374%-45.072%
1336InsuranceBusiness SkillsIndustry Segment1 11,9020.576% 3840.313% -0.263%-45.720%
1316Managing/SupervisionBusiness SkillsManagement skills6 1,355,49565.629% 66,64754.288% -11.341%-17.280%
1334ManufacturingBusiness SkillsIndustry Segment2 237,62911.505% 7,1195.799% -5.706%-49.598%
26MarketingBusiness SkillsBusiness processes1 343,08116.611% 12,57810.246% -6.365%-38.320%
185MonitoringBusiness SkillsProject management1 263,57612.762% 20,04116.325% 3.563%27.921%
179NegotiationBusiness SkillsManagement skills1 89,6744.342% 5,8164.738% 0.396%9.115%
163Operation and ControlBusiness SkillsBusiness processes3 1,8210.088% 1210.099% 0.010%11.790%
29Outsourcing ManagementBusiness SkillsManagement skills3 105,6845.117% 1,6621.354% -3.763%-73.542%
167ProcurementBusiness SkillsBusiness processes1 99,8244.833% 5,0614.123% -0.711%-14.704%
1290Project Management softwareBusiness SkillsProject management3 62,7433.038% 2,0531.672% -1.366%-44.951%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 413,59920.025% 23,32919.003% -1.022%-5.105%
168QualityBusiness SkillsBusiness processes1 632,18530.609% 38,93531.715% 1.107%3.615%
1337Real EstateBusiness SkillsIndustry Segment2 174,0538.427% 1,4501.181% -7.246%-85.984%
1335RetailBusiness SkillsIndustry Segment2 486,41823.551% 12,84210.461% -13.090%-55.583%
34Risk ManagementBusiness SkillsProject management1 95,0884.604% 8,5386.955% 2.351%51.063%
169Service OrientationBusiness SkillsBusiness processes1 17,6320.854% 1,0600.863% 0.010%1.142%
27Supply Chain ManagementBusiness SkillsBusiness processes3 97,8604.738% 4,5643.718% -1.020%-21.536%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 4,1550.201% 1740.142% -0.059%-29.546%
178TeachingBusiness SkillsManagement skills7 252,84912.242% 8,3266.782% -5.460%-44.601%
190TimekeepingBusiness SkillsProject management3 93,3644.520% 2,1491.750% -2.770%-61.276%
1296Timekeeping softwareBusiness SkillsProject management1 2,9430.142% 2290.187% 0.044%30.910%
171Total quality management (TQM)Business SkillsBusiness processes2 1,8540.090% 500.041% -0.049%-54.628%
180TroubleshootingBusiness SkillsManagement skills1 258,13112.498% 17,35114.134% 1.636%13.087%
181VerificationBusiness SkillsManagement skills1 80,6983.907% 6,1445.005% 1.098%28.090%
1338Waste ManagementBusiness SkillsIndustry Segment1 1,7250.084% 670.055% -0.029%-34.655%
191WorkflowBusiness SkillsProject management1 93,6434.534% 6,4725.272% 0.738%16.276%
31Working GloballyBusiness SkillsManagement skills3 9,7990.474% 900.073% -0.401%-84.548%
32Working with Virtual TeamsBusiness SkillsManagement skills2 3,9670.192% 2450.200% 0.007%3.904%
514GLTechnical SkillsSoftware development3 1,9370.094% 760.062% -0.032%-33.990%
1510Access ControlTechnical SkillsSecurity1 25,5321.236% 2,0351.658% 0.421%34.093%
987Access servers & softwareTechnical SkillsNetwork10 67,5743.272% 3,6362.962% -0.310%-9.474%
38Agile Development MethodsTechnical SkillsSoftware development13 98,0764.749% 9,1717.470% 2.722%57.319%
304Algorithmic softwareTechnical SkillsBusiness applications1 110.001% 00.000% -0.001%-100.000%
1546AlienvaultTechnical SkillsSecurity1 1790.009% 130.011% 0.002%22.185%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 1,7010.082% 1490.121% 0.039%47.370%
1352AndroidTechnical SkillsMobile Platforms3 16,5610.802% 1,3541.103% 0.301%37.550%
1351Apple iOSTechnical SkillsMobile Platforms6 12,2000.591% 5660.461% -0.130%-21.948%
120Apple operating systemsTechnical SkillsBusiness applications6 44,5522.157% 3,5992.932% 0.775%35.907%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 37,1631.799% 200.016% -1.783%-99.095%
1543ArcSightTechnical SkillsSecurity1 4,3740.212% 790.064% -0.147%-69.614%
1423Artificial IntelligenceTechnical SkillsInformation mgmt5 37,9391.837% 5,3824.384% 2.547%138.663%
1432Attribute-Based Access ControlTechnical SkillsSecurity2 2870.014% 330.027% 0.013%93.446%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 220.001% 00.000% -0.001%-100.000%
1265Backup & RecoveryTechnical SkillsTechnical applications16 170,2738.244% 10,1248.247% 0.003%0.031%
1386BiometricTechnical SkillsInformation mgmt2 4,8030.233% 2150.175% -0.057%-24.690%
1353BlackberryTechnical SkillsMobile Platforms2 12,3720.599% 1620.132% -0.467%-77.971%
336Borland DelphiTechnical SkillsBusiness applications1 1,7230.083% 390.032% -0.052%-61.919%
337Borland JBuilderTechnical SkillsBusiness applications1 8930.043% 20.002% -0.042%-96.232%
338Borland ParadoxTechnical SkillsBusiness applications1 1660.008% 70.006% -0.002%-29.056%
1436Bring Your Own DevicesTechnical SkillsSecurity1 9400.046% 1960.160% 0.114%250.797%
72Business Continuity PlanningTechnical SkillsHardware2 55,4552.685% 3,0092.451% -0.234%-8.713%
352Cadence OpusTechnical SkillsBusiness applications1 1,1970.058% 120.010% -0.048%-83.134%
868CalculatorsTechnical SkillsHardware1 1,1820.057% 630.051% -0.006%-10.329%
39CASE ToolsTechnical SkillsSoftware development1 137,9086.677% 6,7705.515% -1.162%-17.410%
367Categorization or classification softwareTechnical SkillsBusiness applications1 5,6920.276% 2880.235% -0.041%-14.875%
1469CCPATechnical SkillsSecurity1 1,0960.053% 4350.354% 0.301%567.738%
1478Center for Internet SecurityTechnical SkillsSecurity1 16,5430.801% 1,1850.965% 0.164%20.512%
1441Certificate managementTechnical SkillsSecurity1 1,3450.065% 1230.100% 0.035%53.854%
112CertificationTechnical SkillsMisc3 526,76625.504% 36,94030.090% 4.586%17.979%
78CiscoTechnical SkillsHardware1 232,26311.245% 4,1293.363% -7.882%-70.092%
1009Cisco Systems IOSTechnical SkillsNetwork1 23,7271.149% 1,8051.470% 0.321%27.986%
40Client-ServerTechnical SkillsSoftware development1 39,6671.921% 5080.414% -1.507%-78.454%
1437Cloud Access Security BrokerTechnical SkillsSecurity1 5950.029% 1380.112% 0.084%290.202%
1438Cloud Configuration ManagementTechnical SkillsSecurity1 1,5190.074% 1230.100% 0.027%36.231%
1445Cloud MigrationTechnical SkillsSecurity1 1,9620.095% 4230.345% 0.250%262.718%
1455cloud securityTechnical SkillsSecurity1 4,5660.221% 1,0270.837% 0.615%278.409%
1456Cloud Security Posture ManagementTechnical SkillsSecurity1 1010.005% 190.015% 0.011%216.490%
1486Cloud ServicesTechnical SkillsSecurity1 15,2060.736% 2,4171.969% 1.233%167.417%
1011Cluster server softwareTechnical SkillsNetwork9 25,8331.251% 8350.680% -0.571%-45.620%
1147CMAKETechnical SkillsSoftware development1 1580.008% 150.012% 0.005%59.721%
1151Compatibility testingTechnical SkillsSoftware development1 5330.026% 240.020% -0.006%-24.245%
1152CompilersTechnical SkillsSoftware development5 18,5630.899% 1,5911.296% 0.397%44.195%
1255Compliance softwareTechnical SkillsTechnical applications4 16,2760.788% 1,0900.888% 0.100%12.669%
385Computer aided design (CAD)Technical SkillsBusiness applications12 56,2052.721% 9690.789% -1.932%-70.995%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications4 3,4250.166% 1220.099% -0.066%-40.072%
875Computer diagnosticsTechnical SkillsHardware5 89,3044.324% 7,2045.868% 1.544%35.716%
1107Computer forensicsTechnical SkillsSecurity1 5,5440.268% 2120.173% -0.096%-35.666%
1266Computer HardwareTechnical SkillsHardware15 62,6263.032% 5,2594.284% 1.252%41.278%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 35,2261.706% 780.064% -1.642%-96.275%
1015Computer serversTechnical SkillsNetwork6 169,1608.190% 8,4766.904% -1.286%-15.701%
1267Computer UtilitiesTechnical SkillsMisc2 4270.021% 210.017% -0.004%-17.259%
1447Configuration Management DatabaseTechnical SkillsSecurity1 5,5230.267% 3840.313% 0.045%16.972%
1448Container securityTechnical SkillsSecurity1 1280.006% 410.033% 0.027%438.891%
1449ContainersTechnical SkillsSecurity1 12,0650.584% 1,5851.291% 0.707%121.019%
59Content ManagerTechnical SkillsBusiness applications1 1,9020.092% 580.047% -0.045%-48.697%
1439Continuous Diagnostics and MitigationTechnical SkillsSecurity1 2,3210.112% 6260.510% 0.398%353.760%
1396Continuous ImprovementTechnical SkillsSoftware development1 61,6762.986% 6,2035.053% 2.067%69.205%
1443Continuous Integration Continuous DeploymentTechnical SkillsSecurity3 30,1461.460% 4,7193.844% 2.384%163.359%
1453Control PlaneTechnical SkillsSecurity1 1430.007% 380.031% 0.024%347.069%
878ControllersTechnical SkillsHardware3 11,7520.569% 6810.555% -0.014%-2.509%
1454Crown JewelsTechnical SkillsSecurity1 520.003% 30.002% -0.000%-2.939%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 2,4870.120% 1400.114% -0.006%-5.294%
407Customer information control system (CICS)Technical SkillsBusiness applications2 6,8860.333% 1430.116% -0.217%-65.062%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 131,6216.373% 4,1983.420% -2.953%-46.341%
1368Cyber SecurityTechnical SkillsInformation mgmt3 81,6263.952% 13,83511.269% 7.317%185.153%
1479Cybersecurity FrameworkTechnical SkillsSecurity2 3,1810.154% 6810.555% 0.401%260.173%
1492Data Access GovernanceTechnical SkillsSecurity1 3830.019% 350.029% 0.010%53.743%
953Data acquisition systemsTechnical SkillsInformation mgmt1 7,9190.383% 5550.452% 0.069%17.910%
1434Data classificationTechnical SkillsSecurity1 1,8230.088% 2030.165% 0.077%87.343%
955Data compression softwareTechnical SkillsInformation mgmt1 2,7580.134% 1260.103% -0.031%-23.139%
956Data conversion softwareTechnical SkillsInformation mgmt1 8,4220.408% 2350.191% -0.216%-53.056%
958Data dictionaryTechnical SkillsInformation mgmt1 4,5310.219% 1910.156% -0.064%-29.080%
1495Data discoveryTechnical SkillsSecurity1 1,6170.078% 1510.123% 0.045%57.107%
959Data entryTechnical SkillsInformation mgmt1 185,2408.969% 1,4151.153% -7.816%-87.149%
1502Data Loss PreventionTechnical SkillsSecurity1 7,6640.371% 7900.644% 0.272%73.420%
962Data mappingTechnical SkillsInformation mgmt1 9,3280.452% 4370.356% -0.096%-21.183%
67Data MiningTechnical SkillsInformation mgmt5 58,8462.849% 1,4291.164% -1.685%-59.145%
963Data modelingTechnical SkillsInformation mgmt1 44,7732.168% 1,6401.336% -0.832%-38.375%
1496Data retentionTechnical SkillsSecurity1 1,4850.072% 1210.099% 0.027%37.084%
1494Data taggingTechnical SkillsSecurity1 1350.007% 40.003% -0.003%-50.151%
68Data WarehousingTechnical SkillsInformation mgmt2 74,9733.630% 2,7632.251% -1.379%-37.998%
69Database AdministrationTechnical SkillsInformation mgmt12 103,8685.029% 4,1213.357% -1.672%-33.250%
969Database design softwareTechnical SkillsInformation mgmt16 67,9963.292% 2,5912.111% -1.182%-35.892%
1268Database ReportingTechnical SkillsInformation mgmt3 21,4881.040% 4080.332% -0.708%-68.056%
1373Database SecurityTechnical SkillsInformation mgmt1 5800.028% 230.019% -0.009%-33.284%
1269Database SecurityTechnical SkillsInformation mgmt2 1650.008% 80.007% -0.001%-18.429%
1270Database ServersTechnical SkillsInformation mgmt3 15,2290.737% 1640.134% -0.604%-81.882%
1271Database TestingTechnical SkillsInformation mgmt1 1,0770.052% 380.031% -0.021%-40.640%
1160DebuggingTechnical SkillsSoftware development7 89,7284.344% 4,6043.750% -0.594%-13.675%
1385DecryptionTechnical SkillsInformation mgmt2 8060.039% 490.040% 0.001%2.279%
1559DemistoTechnical SkillsSecurity1 510.002% 160.013% 0.011%427.809%
1256Desktop partitioning softwareTechnical SkillsTechnical applications1 5,7220.277% 990.081% -0.196%-70.892%
418Desktop publishing softwareTechnical SkillsBusiness applications13 38,6261.870% 3,6602.981% 1.111%59.415%
1272Development EnvironmentTechnical SkillsSoftware development13 60,4762.928% 1,9841.616% -1.312%-44.807%
1498Device ManagementTechnical SkillsSecurity1 5,4060.262% 6930.564% 0.303%115.667%
1273Digital ImagingTechnical SkillsHardware1 4480.022% 250.020% -0.001%-6.116%
883Digital Signal Processor (DSP)Technical SkillsHardware2 1,9420.094% 610.050% -0.044%-47.155%
1446Digital TransformationTechnical SkillsSecurity1 11,2270.544% 2,5592.084% 1.541%283.472%
1472DISATechnical SkillsSecurity1 11,8650.574% 9670.788% 0.213%37.115%
423Disk operating system (DOS)Technical SkillsBusiness applications1 4,7500.230% 2200.179% -0.051%-22.079%
1497Distributed Denial of ServiceTechnical SkillsSecurity1 1,2310.060% 1170.095% 0.036%59.902%
1504DMZTechnical SkillsNetwork1 3,1780.154% 690.056% -0.098%-63.472%
1451DockerTechnical SkillsSecurity1 10,3280.500% 2,4421.989% 1.489%297.793%
1307Doctor of PhilosophyTechnical SkillsMisc3 86,7304.199% 4,8933.986% -0.214%-5.085%
973Document management softwareTechnical SkillsInformation mgmt4 22,2281.076% 1,6631.355% 0.278%25.869%
1020Domain name system (DNS)Technical SkillsNetwork3 57,6502.791% 2,7292.223% -0.568%-20.360%
61DreamweaverTechnical SkillsSoftware development1 8,0580.390% 1000.081% -0.309%-79.121%
54DSS/GDSSTechnical SkillsBusiness applications5 25,4161.231% 1,0090.822% -0.409%-33.210%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 600.003% 40.003% 0.000%12.159%
62EclipseTechnical SkillsSoftware development1 20,7721.006% 4520.368% -0.638%-63.391%
1308Electronic CommerceTechnical SkillsBusiness applications2 58,9912.856% 1,7111.394% -1.462%-51.203%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 15,2530.739% 6080.495% -0.243%-32.938%
1023Electronic mail softwareTechnical SkillsNetwork8 33,6081.627% 1,6761.365% -0.262%-16.101%
1384EncryptionTechnical SkillsInformation mgmt1 1450.007% 300.024% 0.017%248.081%
1507EndpointTechnical SkillsSecurity1 10,8210.524% 1,7061.390% 0.866%165.240%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 102,5334.964% 4,7653.881% -1.083%-21.814%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications15 126,1766.109% 4,4063.589% -2.520%-41.252%
1321Environmental CertificationTechnical SkillsEnvironmental1 5010.024% 670.055% 0.030%124.991%
1328Environmental CleanupTechnical SkillsEnvironmental3 1,4590.071% 280.023% -0.048%-67.713%
1329Environmental EnergyTechnical SkillsEnvironmental25 8,6460.419% 8670.706% 0.288%68.706%
1330Environmental Energy ConservationTechnical SkillsEnvironmental12 7,7690.376% 6270.511% 0.135%35.778%
1327Environmental PollutionTechnical SkillsEnvironmental27 42,0132.034% 2,3381.904% -0.130%-6.376%
1324Environmental Pollution ControlTechnical SkillsEnvironmental10 4,8230.234% 4170.340% 0.106%45.461%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental10 1,5870.077% 2020.165% 0.088%114.142%
1326Environmental Product StewardshipTechnical SkillsEnvironmental13 49,4832.396% 6770.551% -1.844%-76.982%
1331Environmental ScienceTechnical SkillsEnvironmental2 2400.012% 40.003% -0.008%-71.960%
1322Environmental TechnologyTechnical SkillsEnvironmental2 4400.021% 350.029% 0.007%33.827%
1470EPRITechnical SkillsSecurity1 890.004% 70.006% 0.001%32.323%
1551ExabeamTechnical SkillsSecurity1 610.003% 220.018% 0.015%506.764%
461Expert system softwareTechnical SkillsBusiness applications1 7290.035% 340.028% -0.008%-21.535%
1359FacebookTechnical SkillsSocial Networking1 156,0027.553% 1,1290.920% -6.634%-87.824%
463Facilities management softwareTechnical SkillsBusiness applications4 13,3620.647% 1,4201.157% 0.510%78.790%
1476FedRAMPTechnical SkillsSecurity1 2,6650.129% 4010.327% 0.198%153.148%
1467FINRATechnical SkillsSecurity1 1,5040.073% 1940.158% 0.085%117.011%
1556FireEyeTechnical SkillsSecurity1 1,5130.073% 720.059% -0.015%-19.939%
1464FISMATechnical SkillsSecurity1 11,3130.548% 6970.568% 0.020%3.653%
468Flight control softwareTechnical SkillsBusiness applications1 2590.013% 150.012% -0.000%-2.564%
1508Flow analysisTechnical SkillsSecurity1 2,9170.141% 1350.110% -0.031%-22.138%
469Flowchart softwareTechnical SkillsBusiness applications5 5,6170.272% 2610.213% -0.059%-21.826%
1367ForensicTechnical SkillsInformation mgmt2 57,5182.785% 1,7091.392% -1.393%-50.012%
1552FortinetTechnical SkillsSecurity1 2,0460.099% 2210.180% 0.081%81.725%
1112Fraud DetectionTechnical SkillsSecurity1 11,4230.553% 9340.761% 0.208%37.561%
63FrontPageTechnical SkillsSoftware development1 9150.044% 40.003% -0.041%-92.645%
475Fund accounting softwareTechnical SkillsBusiness applications1 8360.040% 670.055% 0.014%34.833%
1260GamingTechnical SkillsMisc2 35,8551.736% 2,0821.696% -0.040%-2.308%
1468GDPRTechnical SkillsSecurity1 2,5860.125% 6430.524% 0.399%318.321%
113Generic databasesTechnical SkillsInformation mgmt2 218,72210.590% 11,7959.608% -0.982%-9.274%
1365Google AppsTechnical SkillsBusiness applications4 4,4760.217% 4650.379% 0.162%74.779%
1364Google PlusTechnical SkillsSocial Networking1 390.002% 10.001% -0.001%-56.862%
1512GovernanceTechnical SkillsSecurity1 89,0704.313% 9,3427.610% 3.297%76.456%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications33 139,5406.756% 5,8174.738% -2.018%-29.866%
484Graphic softwareTechnical SkillsBusiness applications16 166,1478.044% 5,8774.787% -3.257%-40.490%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 16,4870.798% 2410.196% -0.602%-75.407%
1323Green ITTechnical SkillsEnvironmental9 4,3280.210% 1160.094% -0.115%-54.908%
893Guidance systemsTechnical SkillsHardware1 1000.005% 30.002% -0.002%-49.528%
1371HackingTechnical SkillsInformation mgmt5 11,1380.539% 6700.546% 0.006%1.203%
895Hardware description language (HDL)Technical SkillsHardware2 2500.012% 330.027% 0.015%122.076%
1277Hardware DesignTechnical SkillsHardware21 9,6240.466% 5150.420% -0.046%-9.972%
1278Hardware TestingTechnical SkillsHardware4 2,6910.130% 2010.164% 0.033%25.664%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 1,5120.073% 1630.133% 0.060%81.369%
492Helpdesk or call centerTechnical SkillsBusiness applications2 179,5418.693% 7,4776.090% -2.602%-29.937%
1465HIPAATechnical SkillsSecurity1 33,2561.610% 2,6642.170% 0.560%34.769%
1473HITRUSTTechnical SkillsSecurity1 2,0030.097% 3040.248% 0.151%155.341%
1377Homeland SecurityTechnical SkillsInformation mgmt1 86,4754.187% 1,6071.309% -2.878%-68.735%
1487IaaSTechnical SkillsSecurity1 7,6300.369% 1,2291.001% 0.632%170.991%
114IBM databasesTechnical SkillsInformation mgmt2 35,7281.730% 6860.559% -1.171%-67.697%
121IBM operating systemsTechnical SkillsBusiness applications4 33,2291.609% 4770.389% -1.220%-75.849%
1513Identity Access ManagementTechnical SkillsSecurity2 21,7191.052% 2,5442.072% 1.021%97.063%
1511Identity Governance and AdministrationTechnical SkillsSecurity1 3040.015% 910.074% 0.059%403.611%
898Image capture devicesTechnical SkillsHardware9 12,7000.615% 1,1510.938% 0.323%52.475%
524Industrial control softwareTechnical SkillsBusiness applications3 8,7470.424% 1,2621.028% 0.604%142.732%
1485Industrial Control SystemsTechnical SkillsSecurity1 5,2320.253% 6670.543% 0.290%114.479%
975Information retrieval or search softwareTechnical SkillsInformation mgmt5 21,7801.055% 1,3171.073% 0.018%1.731%
1375Information SecurityTechnical SkillsInformation mgmt3 123,3495.972% 11,2999.204% 3.232%54.110%
899InfraredTechnical SkillsHardware1 3,5430.172% 550.045% -0.127%-73.883%
1491Infrastructure as CodeTechnical SkillsSecurity1 3,3350.161% 8700.709% 0.547%338.885%
1180InstallationTechnical SkillsSoftware development1 179,3898.685% 9,8288.006% -0.680%-7.829%
901Interface definition language (IDL)Technical SkillsHardware1 3440.017% 200.016% -0.000%-2.186%
536Internet browser softwareTechnical SkillsBusiness applications4 9,8330.476% 4460.363% -0.113%-23.691%
1483Internet of ThingsTechnical SkillsSecurity1 6,0130.291% 1,1940.973% 0.681%234.072%
1578Internet proxyTechnical SkillsSecurity1 2750.013% 50.004% -0.009%-69.411%
1393Intrusion DetectionTechnical SkillsInformation mgmt1 25,8781.253% 1,2591.026% -0.227%-18.149%
541Inventory management softwareTechnical SkillsBusiness applications3 12,8480.622% 1,0470.853% 0.231%37.100%
1463ISO 22301Technical SkillsSecurity1 760.004% 160.013% 0.009%254.188%
1459ISO 27000Technical SkillsSecurity1 1,6200.078% 1240.101% 0.023%28.776%
1460ISO 27001Technical SkillsSecurity1 8,6070.417% 9780.797% 0.380%91.168%
1461ISO 27002Technical SkillsSecurity1 1,0860.053% 420.034% -0.018%-34.935%
1414ISO 9000Technical SkillsSoftware development1 1,9240.093% 300.024% -0.069%-73.767%
73IT Architecture/StandardsTechnical SkillsHardware2 23,7351.149% 1,3911.133% -0.016%-1.403%
1515IT Service ManagementTechnical SkillsSecurity1 22,9121.109% 2,2061.797% 0.688%61.983%
1481ITILTechnical SkillsSecurity1 85,5584.142% 5,4034.401% 0.259%6.243%
1357Java METechnical SkillsMobile Platforms2 4060.020% 00.000% -0.020%-100.000%
1035KernelTechnical SkillsNetwork1 5,4490.264% 820.067% -0.197%-74.682%
1442Key managementTechnical SkillsSecurity1 4,6510.225% 2650.216% -0.009%-4.142%
1450KubernetesTechnical SkillsSecurity1 6,8000.329% 2,1711.768% 1.439%437.129%
1279Laser toolsTechnical SkillsHardware1 270.001% 30.002% 0.001%86.932%
907LasersTechnical SkillsHardware1 5840.028% 430.035% 0.007%23.875%
1516Least PrivilegeTechnical SkillsSecurity1 6830.033% 1370.112% 0.079%237.464%
1038License management softwareTechnical SkillsNetwork1 1,8550.090% 1390.113% 0.023%26.066%
1361LinkedInTechnical SkillsSocial Networking1 21,6341.047% 1,5461.259% 0.212%20.226%
1544LogRhythmTechnical SkillsSecurity1 5380.026% 510.042% 0.015%59.483%
908Mainframe computersTechnical SkillsHardware2 74,8373.623% 1,1480.935% -2.688%-74.192%
124Mainframe operating systemsTechnical SkillsBusiness applications8 27,7691.344% 7780.634% -0.711%-52.865%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications9 38,1081.845% 1,2401.010% -0.835%-45.256%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 10,6590.516% 5990.488% -0.028%-5.455%
1549McAfee Enterprise SecurityTechnical SkillsSecurity1 1130.005% 10.001% -0.005%-85.112%
1281Medical softwareTechnical SkillsBusiness applications9 18,9430.917% 1,2060.982% 0.065%7.109%
1452MesosTechnical SkillsSecurity1 3690.018% 200.016% -0.002%-8.813%
1517Metadata analysisTechnical SkillsSecurity1 2500.012% 140.011% -0.001%-5.786%
1555Micro FocusTechnical SkillsSecurity1 1,1040.053% 710.058% 0.004%8.197%
1433Micro-segmentationTechnical SkillsSecurity1 1430.007% 350.029% 0.022%311.774%
115Microsoft databasesTechnical SkillsInformation mgmt5 192,5199.321% 5,7874.714% -4.607%-49.428%
119Microsoft operating systemsTechnical SkillsBusiness applications4 326,43915.805% 14,74112.007% -3.798%-24.028%
1518MITRETechnical SkillsSecurity1 4,1500.201% 2160.176% -0.025%-12.435%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 4,4650.216% 1740.142% -0.074%-34.438%
1581Mobile securityTechnical SkillsSecurity2 1,2140.059% 890.072% 0.014%23.338%
1431Multi-Factor AuthenticationTechnical SkillsSecurity3 3,3070.160% 6040.492% 0.332%207.277%
625MultimediaTechnical SkillsBusiness applications1 128,8146.237% 8320.678% -5.559%-89.134%
1362MySpaceTechnical SkillsSocial Networking1 6950.034% 00.000% -0.034%-100.000%
1471NERCTechnical SkillsSecurity1 3,2610.158% 3200.261% 0.103%65.092%
1548NetWitnessTechnical SkillsSecurity1 4580.022% 290.024% 0.001%6.527%
1499Network Access ControlTechnical SkillsSecurity2 5,8640.284% 3050.248% -0.035%-12.495%
74Network administrationTechnical SkillsHardware17 377,25618.266% 104,41885.055% 66.790%365.657%
1282Network Administration softwareTechnical SkillsNetwork18 119,2635.774% 6,9305.645% -0.129%-2.241%
1519Network discoveryTechnical SkillsSecurity1 3690.018% 340.028% 0.010%55.017%
1283Network HardwareTechnical SkillsNetwork11 76,4153.700% 3,5592.899% -0.801%-21.643%
1284Network Monitoring softwareTechnical SkillsNetwork15 47,6982.309% 2,5352.065% -0.244%-10.586%
1059Network operation system software (NOS)Technical SkillsNetwork2 3,4430.167% 710.058% -0.109%-65.306%
1369Network SecurityTechnical SkillsInformation mgmt1 9,6770.469% 3910.318% -0.150%-32.023%
1122Network securityTechnical SkillsSecurity1 62,3693.020% 3,3922.763% -0.257%-8.501%
1285Network Security softwareTechnical SkillsSecurity37 169,0258.184% 11,6989.529% 1.345%16.436%
1503Network SegmentationTechnical SkillsNetwork1 8420.041% 1120.091% 0.050%123.786%
1286Network softwareTechnical SkillsNetwork6 191,0459.250% 103,87384.611% 75.361%814.733%
1287Network TestingTechnical SkillsNetwork11 35,1011.699% 1,2781.041% -0.658%-38.745%
1521Next Generation FirewallTechnical SkillsSecurity2 9530.046% 1340.109% 0.063%136.559%
1458NISTTechnical SkillsSecurity1 31,8581.542% 3,4952.847% 1.304%84.568%
1065Novell network softwareTechnical SkillsNetwork2 2,0020.097% 280.023% -0.074%-76.470%
643OberonTechnical SkillsBusiness applications1 1950.009% 00.000% -0.009%-100.000%
1413Object Oriented DesignTechnical SkillsSoftware development2 20,2410.980% 1370.112% -0.868%-88.613%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 102,4344.960% 2,2701.849% -3.110%-62.717%
1288Office ApplicationsTechnical SkillsBusiness applications13 379,95818.396% 22,07217.979% -0.417%-2.269%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 12,3820.599% 1820.148% -0.451%-75.271%
116Open-source databasesTechnical SkillsInformation mgmt4 54,4462.636% 2,3001.873% -0.763%-28.930%
118Open-source operating systemsTechnical SkillsBusiness applications8 190,8659.241% 8,3656.814% -2.427%-26.266%
56Operating SystemsTechnical SkillsBusiness applications3 164,9267.985% 10,6588.682% 0.696%8.721%
1482Operational TechnologyTechnical SkillsSecurity1 5,6450.273% 6970.568% 0.294%107.729%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 1,5020.073% 1200.098% 0.025%34.412%
117Oracle databasesTechnical SkillsInformation mgmt1 276,22413.374% 6,5435.330% -8.044%-60.149%
1529Orchestration & AutomationTechnical SkillsSecurity1 2980.014% 470.038% 0.024%165.344%
1488PaaSTechnical SkillsSecurity1 7,8910.382% 1,2931.053% 0.671%175.673%
1354Palm OSTechnical SkillsMobile Platforms3 2890.014% 00.000% -0.014%-100.000%
1522PanoramaTechnical SkillsSecurity1 4670.023% 740.060% 0.038%166.589%
1466Payment Card IndustryTechnical SkillsSecurity1 24,1451.169% 1,8371.496% 0.327%28.000%
1376Penetration TestingTechnical SkillsInformation mgmt5 82,3023.985% 6,7295.481% 1.496%37.552%
1527Personal Healthcare InformationTechnical SkillsSecurity1 3,1900.154% 3780.308% 0.153%99.356%
1528Personally Identifiable InformationTechnical SkillsSecurity1 3,4990.169% 4610.376% 0.206%121.658%
1289Physical ToolsTechnical SkillsHardware1 1720.008% 180.015% 0.006%76.064%
683Point of sale (POS)Technical SkillsBusiness applications3 11,3490.549% 8830.719% 0.170%30.897%
1525Policy Decision PointTechnical SkillsSecurity1 6420.031% 300.024% -0.007%-21.384%
1526Policy Enforcement PointTechnical SkillsSecurity1 5300.026% 230.019% -0.007%-26.991%
686PolkaTechnical SkillsBusiness applications1 1370.007% 100.008% 0.002%22.802%
931PrintersTechnical SkillsHardware4 34,3191.662% 3,5882.923% 1.261%75.892%
1430Privileged Account ManagementTechnical SkillsSecurity2 44,3612.148% 3520.287% -1.861%-86.650%
43ProgrammingTechnical SkillsSoftware development1 316,04515.302% 15,19312.376% -2.926%-19.124%
700ProvisioningTechnical SkillsBusiness applications1 29,7311.439% 2,1211.728% 0.288%20.021%
1545QRadarTechnical SkillsSecurity1 1,2380.060% 740.060% 0.000%0.563%
1531Quality of ServiceTechnical SkillsSecurity1 15,9810.774% 8750.713% -0.061%-7.885%
1405Rapid Application DevelopmentTechnical SkillsSoftware development2 7,3440.356% 870.071% -0.285%-80.070%
1553Rapid7Technical SkillsSecurity1 5040.024% 660.054% 0.029%120.313%
1258Rate ControlTechnical SkillsTechnical applications1 240.001% 10.001% -0.000%-29.900%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 14,2400.689% 840.068% -0.621%-90.076%
1077Remote control softwareTechnical SkillsNetwork2 3,2840.159% 2620.213% 0.054%34.223%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 1,1100.054% 190.015% -0.038%-71.202%
1379Risk AnalysisTechnical SkillsInformation mgmt1 15,3080.741% 1,0590.863% 0.121%16.387%
1262RoboticsTechnical SkillsHardware3 8,1170.393% 1,0280.837% 0.444%113.071%
1532Role-Based Access ControlTechnical SkillsSecurity3 2,8680.139% 2560.209% 0.070%50.172%
1318RSATechnical SkillsSecurity1 6,7750.328% 2340.191% -0.137%-41.892%
1489SaaSTechnical SkillsSecurity1 23,8891.157% 2,6172.132% 0.975%84.303%
1429SASETechnical SkillsSecurity2 3520.017% 1370.112% 0.095%554.795%
1533SCCMTechnical SkillsSecurity1 13,9240.674% 1,2851.047% 0.373%55.262%
44SDLCTechnical SkillsSoftware development7 196,7459.526% 9,2897.566% -1.959%-20.569%
1500SecOpsTechnical SkillsSecurity2 4,4910.217% 1,4161.153% 0.936%430.454%
1537Secure SDLCTechnical SkillsSecurity1 6,1460.298% 470.038% -0.259%-87.134%
1132Secure shell (SSH)Technical SkillsSecurity1 1360.007% 00.000% -0.007%-100.000%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 21,2041.027% 7450.607% -0.420%-40.889%
1569Secure Web GatewayTechnical SkillsSecurity1 2,8600.138% 120.010% -0.129%-92.941%
76SecurityTechnical SkillsHardware4 1,359,87165.841% 50,05240.771% -25.070%-38.077%
1382Security AuditTechnical SkillsInformation mgmt1 2,5530.124% 1550.126% 0.003%2.143%
1315Security ClearanceTechnical SkillsMisc2 210,67410.200% 12,1429.890% -0.310%-3.037%
1477Security FrameworksTechnical SkillsSecurity1 5,5250.268% 6870.560% 0.292%109.195%
1540Security Information and Event ManagementTechnical SkillsSecurity1 12,3140.596% 1,4491.180% 0.584%97.969%
1584Security Information ManagementTechnical SkillsSecurity1 3,0250.146% 910.074% -0.072%-49.389%
1567Security Operations CenterTechnical SkillsSecurity1 14,3680.696% 1,6841.372% 0.676%97.185%
1381Security PlanTechnical SkillsInformation mgmt1 3,8290.185% 3550.289% 0.104%55.980%
1380Security PolicyTechnical SkillsInformation mgmt2 49,9452.418% 4,0553.303% 0.885%36.592%
1457Security StandardsTechnical SkillsSecurity1 23,6411.145% 2,1931.786% 0.642%56.063%
1135Security testing softwareTechnical SkillsSecurity1 6,4620.313% 4680.381% 0.068%21.845%
1550SecuronixTechnical SkillsSecurity1 420.002% 30.002% 0.000%20.171%
1538SegmentationTechnical SkillsSecurity1 5,5410.268% 5610.457% 0.189%70.334%
60Sharepoint ServerTechnical SkillsBusiness applications1 5,6480.273% 470.038% -0.235%-86.000%
1084Signal generatorsTechnical SkillsNetwork1 4300.021% 240.020% -0.001%-6.099%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 12,3740.599% 2350.191% -0.408%-68.049%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 40,0521.939% 1,5461.259% -0.680%-35.060%
1220Simulation softwareTechnical SkillsSoftware development5 25,4471.232% 1,6461.341% 0.109%8.823%
1568Single Sign-OnTechnical SkillsSecurity3 12,1070.586% 9750.794% 0.208%35.486%
1558SOARTechnical SkillsSecurity1 1,2620.061% 3640.297% 0.235%385.254%
1475SOC 2Technical SkillsSecurity1 2,4110.117% 3950.322% 0.205%175.630%
1366Social NetworkTechnical SkillsSocial Networking1 3,4190.166% 750.061% -0.104%-63.095%
1358Social NetworkingTechnical SkillsSocial Networking1 11,6890.566% 1280.104% -0.462%-81.577%
1534Software Defined NetworkTechnical SkillsSecurity2 1,7380.084% 1700.138% 0.054%64.561%
1535Software Defined Wide Area NetworkTechnical SkillsSecurity1 1,3770.067% 4370.356% 0.289%433.918%
42Software DevelopmentTechnical SkillsSoftware development2 435,02121.062% 14,44611.767% -9.295%-44.132%
1291Software Development softwareTechnical SkillsSoftware development3 2,5930.126% 350.029% -0.097%-77.291%
1309Software EngineeringTechnical SkillsSoftware development1 245,97411.909% 8,3836.828% -5.081%-42.663%
1292Software InstallationTechnical SkillsSoftware development4 211,61810.246% 13,38610.904% 0.658%6.421%
1223Software librariesTechnical SkillsSoftware development1 3010.015% 250.020% 0.006%39.734%
1293Software MaintenanceTechnical SkillsSoftware development1 7,9130.383% 2480.202% -0.181%-47.272%
1294Software TestingTechnical SkillsSoftware development14 175,1948.482% 10,9598.927% 0.444%5.240%
1225Source code management (SCM)Technical SkillsSoftware development5 44,2532.143% 2,5632.088% -0.055%-2.561%
1541SplunkTechnical SkillsSecurity1 12,2740.594% 1,5931.298% 0.703%118.352%
1229Static analysis softwareTechnical SkillsSoftware development1 8350.040% 230.019% -0.022%-53.659%
772Statistical analysis softwareTechnical SkillsBusiness applications27 169,4038.202% 10,0568.191% -0.011%-0.131%
774Statistical softwareTechnical SkillsBusiness applications1 62,9183.046% 5,6724.620% 1.574%51.666%
1230Stress testing softwareTechnical SkillsSoftware development1 3,0260.147% 1360.111% -0.036%-24.387%
1547sumo logicTechnical SkillsSecurity1 2270.011% 500.041% 0.030%270.571%
122Sun operating systemsTechnical SkillsBusiness applications3 51,6552.501% 8050.656% -1.845%-73.781%
939Surveillance systemsTechnical SkillsHardware5 23,7571.150% 1,5031.224% 0.074%6.438%
1564SwimlaneTechnical SkillsSecurity1 1010.005% 40.003% -0.002%-33.371%
791Symantec softwareTechnical SkillsBusiness applications1 13,2130.640% 2510.204% -0.435%-68.041%
1355SymbianTechnical SkillsMobile Platforms1 210.001% 00.000% -0.001%-100.000%
1310System AdministrationTechnical SkillsNetwork4 133,6196.469% 7,9226.453% -0.016%-0.254%
45System TestingTechnical SkillsSoftware development5 32,6581.581% 1,8191.482% -0.100%-6.293%
46Systems AnalysisTechnical SkillsSoftware development8 160,6787.780% 8,0876.587% -1.192%-15.324%
47Systems DesignTechnical SkillsSoftware development1 25,2901.224% 1,3241.078% -0.146%-11.922%
1233Systems EvaluationTechnical SkillsSoftware development1 6850.033% 370.030% -0.003%-9.126%
1234Systems integrationTechnical SkillsSoftware development8 108,8645.271% 2,0631.680% -3.590%-68.118%
75TCP/IPTechnical SkillsHardware3 79,1043.830% 3,3032.691% -1.139%-29.751%
1235Technology DesignTechnical SkillsSoftware development1 2,5540.124% 1900.155% 0.031%25.158%
1236TemplatesTechnical SkillsSoftware development1 34,2581.659% 2,1741.771% 0.112%6.764%
1239Test implementationTechnical SkillsSoftware development1 8120.039% 740.060% 0.021%53.321%
1302TestingTechnical SkillsSoftware development1 526,39925.487% 31,62425.760% 0.273%1.072%
1435Threat IntelligenceTechnical SkillsSecurity1 4,5370.220% 6110.498% 0.278%126.569%
1561ThreatConnectTechnical SkillsSecurity1 870.004% 130.011% 0.006%151.392%
1571Traffic AnalysisTechnical SkillsSecurity1 2,7660.134% 1280.104% -0.030%-22.145%
1570Traffic CaptureTechnical SkillsSecurity1 950.005% 30.002% -0.002%-46.872%
1297Training softwareTechnical SkillsBusiness applications3 3,3340.161% 2040.166% 0.005%2.942%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 2,5960.126% 590.048% -0.078%-61.764%
1360TwitterTechnical SkillsSocial Networking1 31,2711.514% 9990.814% -0.700%-46.253%
1411Unified ProcessTechnical SkillsSoftware development1 3,4480.167% 160.013% -0.154%-92.193%
123UNIX operating systemsTechnical SkillsBusiness applications5 210,56810.195% 3,5532.894% -7.301%-71.612%
1298UNIX ShellsTechnical SkillsBusiness applications4 37,8621.833% 1,2361.007% -0.826%-45.079%
1410Use CaseTechnical SkillsSoftware development1 12,6550.613% 4830.393% -0.219%-35.789%
1573User and Entity Behavior AnalyticsTechnical SkillsSecurity1 970.005% 240.020% 0.015%316.262%
1572User Behavior AnalyticsTechnical SkillsSecurity1 2090.010% 320.026% 0.016%157.591%
48User-Interface DesignTechnical SkillsSoftware development2 106,3975.151% 3,0092.451% -2.700%-52.420%
836Video creation and editing softwareTechnical SkillsBusiness applications3 2,5710.124% 1350.110% -0.015%-11.660%
1574Virtual MachineTechnical SkillsSecurity1 10,8340.525% 7460.608% 0.083%15.845%
840Visual Color DiscriminationTechnical SkillsBusiness applications2 1900.009% 350.029% 0.019%209.914%
64Visual StudioTechnical SkillsSoftware development1 39,8551.930% 1,0540.859% -1.071%-55.508%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 2,8940.140% 500.041% -0.099%-70.933%
77Voice/Data TelecomTechnical SkillsHardware10 205,0919.930% 8,2176.693% -3.237%-32.595%
1575Vulnerability ManagementTechnical SkillsSecurity1 12,5380.607% 1,2831.045% 0.438%72.157%
1583Vulnerability TestingTechnical SkillsSecurity1 2,3040.112% 1740.142% 0.030%27.056%
1577Web Application FirewallTechnical SkillsSecurity1 1,8800.091% 1860.152% 0.060%66.449%
1299Web Application ServerTechnical SkillsBusiness applications8 60,3022.920% 6350.517% -2.402%-82.284%
1248Web platform development softwareTechnical SkillsSoftware development5 3,1000.150% 170.014% -0.136%-90.774%
65web programmerTechnical SkillsSoftware development4 63,0093.051% 9650.786% -2.265%-74.234%
1579Web proxyTechnical SkillsSecurity1 9580.046% 490.040% -0.006%-13.949%
58Web serversTechnical SkillsBusiness applications6 97,4864.720% 2,2191.808% -2.912%-61.705%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 62,2853.016% 1,6541.347% -1.668%-55.323%
1356Windows CETechnical SkillsMobile Platforms4 4,4110.214% 220.018% -0.196%-91.609%
1102WirelessTechnical SkillsNetwork5 68,8583.334% 4,4563.630% 0.296%8.872%
1363YouTubeTechnical SkillsSocial Networking2 4,0690.197% 5670.462% 0.265%134.435%
1524Zero TrustTechnical SkillsSecurity2 5180.025% 2560.209% 0.183%731.453%
79.NETProgramming SkillsCurrent1 163,7887.930% 3,3162.701% -5.229%-65.939%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 470.002% 10.001% -0.001%-64.204%
209A programming language (APL)Programming SkillsLegacy2 2,4420.118% 1190.097% -0.021%-18.016%
99AdaProgramming SkillsLegacy1 14,3520.695% 2,2041.795% 1.100%158.361%
80AJAXProgramming SkillsCurrent1 51,5742.497% 4370.356% -2.141%-85.745%
210Algorithmic language (ALGOL)Programming SkillsLegacy1 680.003% 10.001% -0.002%-75.259%
192Apple AppleScriptProgramming SkillsCurrent1 1890.009% 70.006% -0.003%-37.689%
81ASPProgramming SkillsCurrent2 88,6304.291% 1,6461.341% -2.950%-68.755%
108AssemblyProgramming SkillsLegacy2 1,8010.087% 90.007% -0.080%-91.593%
211AWKProgramming SkillsLegacy1 1,7410.084% 200.016% -0.068%-80.673%
83C#Programming SkillsCurrent2 144,1706.980% 3,4822.836% -4.144%-59.367%
82C/C++Programming SkillsCurrent3 323,16615.647% 96,48078.589% 62.942%402.272%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 86,5104.189% 3,2222.625% -1.564%-37.341%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 5200.025% 70.006% -0.019%-77.352%
84CGIProgramming SkillsCurrent2 15,2990.741% 860.070% -0.671%-90.543%
217ClipperProgramming SkillsLegacy1 1610.008% 70.006% -0.002%-26.853%
218CLUProgramming SkillsLegacy1 1900.009% 30.002% -0.007%-73.436%
100CobolProgramming SkillsLegacy1 11,9490.579% 2750.224% -0.355%-61.281%
85ColdFusionProgramming SkillsCurrent2 8,3440.404% 1310.107% -0.297%-73.587%
219Combined programming language (CPL)Programming SkillsLegacy1 2010.010% 160.013% 0.003%33.922%
195Component object model (COM)Programming SkillsCurrent1 580.003% 10.001% -0.002%-70.993%
125Database programmingProgramming SkillsCurrent3 24,2921.176% 4320.352% -0.824%-70.081%
1501DevOpsProgramming SkillsMisc1 26,2711.272% 5,6184.576% 3.304%259.776%
196Distributed component object model (DCOM)Programming SkillsCurrent1 1,0370.050% 200.016% -0.034%-67.553%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 52,4072.537% 47,57038.749% 36.211%1,427.113%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 2,6630.129% 1590.130% 0.001%0.451%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 9,6780.469% 1230.100% -0.368%-78.618%
109ForthProgramming SkillsLegacy1 12,9790.628% 2,1931.786% 1.158%184.266%
102FortranProgramming SkillsLegacy1 1,4640.071% 770.063% -0.008%-11.514%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 237,59311.504% 6,0624.938% -6.566%-57.075%
222JProgramming SkillsLegacy1 8,3290.403% 5240.427% 0.024%5.844%
87Java/J2EE/J2PProgramming SkillsCurrent4 271,01213.122% 7,7906.345% -6.776%-51.641%
97JavaScriptProgramming SkillsCurrent3 131,5646.370% 5,5724.539% -1.831%-28.747%
89JavaServer FacesProgramming SkillsCurrent3 10,0190.485% 1670.136% -0.349%-71.957%
88JavaServer PagesProgramming SkillsCurrent3 37,6551.823% 2780.226% -1.597%-87.579%
223Job control language (JCL)Programming SkillsLegacy2 9,5830.464% 1800.147% -0.317%-68.399%
126LAMPProgramming SkillsCurrent1 10,6250.514% 980.080% -0.435%-84.482%
104LispProgramming SkillsLegacy1 6080.029% 400.033% 0.003%10.684%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 1,0450.051% 1240.101% 0.050%99.633%
201Microsoft ActiveXProgramming SkillsCurrent1 1,0240.050% 110.009% -0.041%-81.927%
107PascalProgramming SkillsLegacy1 4640.022% 70.006% -0.017%-74.619%
90PerlProgramming SkillsCurrent1 64,0493.101% 1,6011.304% -1.797%-57.946%
91PHPProgramming SkillsCurrent1 43,9662.129% 1,3851.128% -1.001%-47.002%
103PL/1Programming SkillsLegacy3 3540.017% 110.009% -0.008%-47.722%
105PrologProgramming SkillsLegacy1 7930.038% 180.015% -0.024%-61.812%
95PythonProgramming SkillsCurrent1 68,1053.297% 8,3266.782% 3.485%105.677%
227RProgramming SkillsCurrent1 244,29011.828% 101,91483.016% 71.188%601.868%
228Register transfer language (RTL)Programming SkillsLegacy1 15,3380.743% 330.027% -0.716%-96.380%
1216Ruby/Ruby on RailsProgramming SkillsCurrent1 22,5761.093% 1,0470.853% -0.240%-21.976%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 3130.015% 100.008% -0.007%-46.249%
206Scripting languagesProgramming SkillsCurrent1 23,6391.145% 1,6991.384% 0.239%20.918%
101SmalltalkProgramming SkillsLegacy1 1900.009% 10.001% -0.008%-91.145%
92SQLProgramming SkillsCurrent3 430,90620.863% 15,16512.353% -8.510%-40.791%
110TCLProgramming SkillsLegacy1 2,4030.116% 520.042% -0.074%-63.594%
98Unified Modeling LanguageProgramming SkillsCurrent2 30,6591.484% 3770.307% -1.177%-79.312%
93Visual BasicProgramming SkillsCurrent6 82,1753.979% 1,7481.424% -2.555%-64.213%
207Web service definition language (WSDL)Programming SkillsCurrent2 8,5410.414% 1440.117% -0.296%-71.635%
94XMLProgramming SkillsCurrent2 128,2636.210% 2,5952.114% -4.096%-65.962%
1342Computer ScienceMajorsComputer Science2 688,91333.355% 43,59235.508% 2.153%6.456%
1344Information TechnologyMajorsInformation Technology3 1,900,69592.026% 94,00776.575% -15.451%-16.790%
1343Management Information SystemsMajorsManagement Information Systems9 438,62221.237% 32,95326.842% 5.606%26.396%