| | All Degree Programs | 2010-05-14 | Jobs Found: | 2,317,262 | Click on column headings to sort | 
|---|
 | Skill ID | Skill Name | Primary Category | Secondary Category | Number of Synonyms | Occurrances | Frequency | 
|---|
 | 252 | Analytical Thinking | Soft Skills | Problem-solving skills | 1 | 4,094 | 0.177% |  | 2 | Attention to Details | Soft Skills | Problem-solving skills | 2 | 6,596 | 0.285% |  | 230 | Concern for Others | Soft Skills | Interpersonal skills | 1 | 1 | 0.000% |  | 8 | Conflict Resolution | Soft Skills | Interpersonal skills | 1 | 10,184 | 0.439% |  | 231 | Cooperation | Soft Skills | Interpersonal skills | 1 | 21,111 | 0.911% |  | 3 | Creativity | Soft Skills | Problem-solving skills | 4 | 56,875 | 2.454% |  | 4 | Critical thinking | Soft Skills | Problem-solving skills | 3 | 18,135 | 0.783% |  | 1300 | Flexibility | Soft Skills | Work ethic | 4 | 95,354 | 4.115% |  | 232 | Independence | Soft Skills | Interpersonal skills | 1 | 9,310 | 0.402% |  | 13 | Initiative/Motivation to work | Soft Skills | Work ethic | 5 | 242,389 | 10.460% |  | 256 | Innovation | Soft Skills | Problem-solving skills | 1 | 130,413 | 5.628% |  | 14 | Integrity/Honesty/Ethics | Soft Skills | Work ethic | 4 | 204,063 | 8.806% |  | 9 | Interpersonal Relationships | Soft Skills | Interpersonal skills | 1 | 1,197 | 0.052% |  | 257 | Judgment and Decision Making | Soft Skills | Problem-solving skills | 2 | 117,290 | 5.062% |  | 10 | Leadership | Soft Skills | Interpersonal skills | 1 | 446,332 | 19.261% |  | 258 | Learning | Soft Skills | Problem-solving skills | 1 | 144,550 | 6.238% |  | 1 | Learning Ability | Soft Skills | Problem-solving skills | 3 | 29,783 | 1.285% |  | 236 | Listening | Soft Skills | Language skills | 1 | 30,512 | 1.317% |  | 260 | Mathematics | Soft Skills | Problem-solving skills | 7 | 113,608 | 4.903% |  | 261 | Memorization | Soft Skills | Problem-solving skills | 2 | 93 | 0.004% |  | 18 | Negotiation Skills | Soft Skills | Language skills | 1 | 20,441 | 0.882% |  | 262 | Optimization | Soft Skills | Problem-solving skills | 2 | 91,151 | 3.934% |  | 19 | Oral Communications | Soft Skills | Language skills | 5 | 31,155 | 1.344% |  | 264 | Perceptual Speed | Soft Skills | Problem-solving skills | 1 | 0 | 0.000% |  | 273 | Persistence | Soft Skills | Work ethic | 1 | 5,776 | 0.249% |  | 239 | Persuasion | Soft Skills | Language skills | 1 | 2,947 | 0.127% |  | 1301 | Physical Skill | Soft Skills | Work ethic | 2 | 1,810 | 0.078% |  | 240 | Presentations | Soft Skills | Language skills | 1 | 105,651 | 4.559% |  | 265 | Problem Solving Skills | Soft Skills | Problem-solving skills | 3 | 315,522 | 13.616% |  | 20 | Questioning skills | Soft Skills | Language skills | 1 | 328 | 0.014% |  | 266 | Reaction Time | Soft Skills | Problem-solving skills | 1 | 12 | 0.001% |  | 241 | Reading Comprehension | Soft Skills | Language skills | 1 | 427 | 0.018% |  | 6 | Research skills | Soft Skills | Problem-solving skills | 1 | 3,962 | 0.171% |  | 15 | Responsibility | Soft Skills | Work ethic | 2 | 209,225 | 9.029% |  | 234 | Self Control | Soft Skills | Interpersonal skills | 1 | 131 | 0.006% |  | 11 | Self-esteem | Soft Skills | Interpersonal skills | 1 | 44 | 0.002% |  | 16 | Self-management | Soft Skills | Work ethic | 1 | 1,956 | 0.084% |  | 250 | Stress Tolerance | Soft Skills | Physical skills | 1 | 127 | 0.005% |  | 12 | Teamwork | Soft Skills | Interpersonal skills | 1 | 81,615 | 3.522% |  | 17 | Time Management | Soft Skills | Work ethic | 2 | 62,179 | 2.683% |  | 268 | Visualization | Soft Skills | Problem-solving skills | 2 | 15,125 | 0.653% |  | 7 | Working under pressure | Soft Skills | Problem-solving skills | 1 | 650 | 0.028% |  | 21 | Written Communications | Soft Skills | Language skills | 5 | 314,670 | 13.579% |  | 172 | Account management | Business Skills | Management skills | 1 | 32,365 | 1.397% |  | 22 | Accounting | Business Skills | Business processes | 4 | 300,329 | 12.961% |  | 1263 | Accounting software | Business Skills | Business processes | 24 | 23,456 | 1.012% |  | 174 | Administration | Business Skills | Management skills | 3 | 523,424 | 22.588% |  | 1313 | Analyst | Business Skills | Project management | 1 | 353,730 | 15.265% |  | 175 | Application management | Business Skills | Management skills | 5 | 132,651 | 5.724% |  | 150 | Asset management | Business Skills | Business processes | 1 | 31,558 | 1.362% |  | 151 | Auditing | Business Skills | Business processes | 7 | 122,061 | 5.267% |  | 1264 | Auditing software | Business Skills | Business processes | 10 | 171 | 0.007% |  | 152 | Billing | Business Skills | Business processes | 1 | 56,436 | 2.435% |  | 153 | Bills of Lading | Business Skills | Business processes | 1 | 65 | 0.003% |  | 1314 | Business Analyst | Business Skills | Project management | 1 | 100,071 | 4.319% |  | 35 | Business Intelligence | Business Skills | Strategy skills | 2 | 83,042 | 3.584% |  | 155 | Business performance management (BPM) | Business Skills | Business processes | 2 | 10,838 | 0.468% |  | 23 | Business Process Design/Re-engineering | Business Skills | Business processes | 3 | 93,464 | 4.033% |  | 36 | Business Strategy | Business Skills | Strategy skills | 3 | 407,752 | 17.596% |  | 182 | Calendar and scheduling | Business Skills | Project management | 3 | 95,516 | 4.122% |  | 156 | Capacity planning | Business Skills | Business processes | 1 | 40,540 | 1.749% |  | 28 | Change Management | Business Skills | Management skills | 1 | 73,727 | 3.182% |  | 183 | Content workflow | Business Skills | Project management | 1 | 66 | 0.003% |  | 24 | Contracting and legal | Business Skills | Business processes | 3 | 158,455 | 6.838% |  | 176 | Coordination | Business Skills | Management skills | 1 | 99,648 | 4.300% |  | 157 | Cost accounting | Business Skills | Business processes | 1 | 4,680 | 0.202% |  | 158 | Cost estimation | Business Skills | Business processes | 1 | 1,868 | 0.081% |  | 1312 | Customer Support | Business Skills | Business processes | 6 | 391,831 | 16.909% |  | 1319 | Environmental | Business Skills | Environmental | 26 | 84,387 | 3.642% |  | 1320 | Environmental Strategy | Business Skills | Environmental | 41 | 5,297 | 0.229% |  | 161 | Financial | Business Skills | Business processes | 4 | 560,681 | 24.196% |  | 1275 | Financial Analysis software | Business Skills | Business processes | 27 | 3,635 | 0.157% |  | 177 | Human resources | Business Skills | Management skills | 6 | 184,734 | 7.972% |  | 1316 | Managing/Supervision | Business Skills | Management skills | 5 | 982,603 | 42.404% |  | 26 | Marketing | Business Skills | Business processes | 1 | 301,747 | 13.022% |  | 185 | Monitoring | Business Skills | Project management | 1 | 205,499 | 8.868% |  | 179 | Negotiation | Business Skills | Management skills | 1 | 74,229 | 3.203% |  | 163 | Operation and Control | Business Skills | Business processes | 3 | 1,392 | 0.060% |  | 29 | Outsourcing Management | Business Skills | Management skills | 3 | 97,299 | 4.199% |  | 167 | Procurement | Business Skills | Business processes | 1 | 62,802 | 2.710% |  | 1290 | Project Management software | Business Skills | Project management | 5 | 55,468 | 2.394% |  | 33 | Project Management/Planning/Budgeting/Scheduling | Business Skills | Project management | 6 | 380,575 | 16.423% |  | 168 | Quality | Business Skills | Business processes | 1 | 558,899 | 24.119% |  | 34 | Risk Management | Business Skills | Project management | 1 | 62,103 | 2.680% |  | 169 | Service Orientation | Business Skills | Business processes | 1 | 13,883 | 0.599% |  | 27 | Supply Chain Management | Business Skills | Business processes | 3 | 86,401 | 3.729% |  | 1295 | Supply Chain Management software | Business Skills | Business processes | 6 | 7,883 | 0.340% |  | 178 | Teaching | Business Skills | Management skills | 7 | 146,890 | 6.339% |  | 190 | Timekeeping | Business Skills | Project management | 3 | 63,241 | 2.729% |  | 1296 | Timekeeping software | Business Skills | Project management | 5 | 2,254 | 0.097% |  | 171 | Total quality management (TQM) | Business Skills | Business processes | 5 | 2,989 | 0.129% |  | 180 | Troubleshooting | Business Skills | Management skills | 1 | 227,351 | 9.811% |  | 30 | User Relationship Management | Business Skills | Management skills | 1 | 11 | 0.000% |  | 181 | Verification | Business Skills | Management skills | 1 | 60,396 | 2.606% |  | 191 | Workflow | Business Skills | Project management | 1 | 81,481 | 3.516% |  | 31 | Working Globally | Business Skills | Management skills | 3 | 17,573 | 0.758% |  | 32 | Working with Virtual Teams | Business Skills | Management skills | 2 | 3,172 | 0.137% |  | 51 | 4GL | Technical Skills | Software development | 4 | 4,060 | 0.175% |  | 987 | Access servers & software | Technical Skills | Network | 12 | 56,062 | 2.419% |  | 299 | Advanced numerical software | Technical Skills | Business applications | 1 | 0 | 0.000% |  | 38 | Agile Development Methods | Technical Skills | Software development | 3 | 28,990 | 1.251% |  | 304 | Algorithmic software | Technical Skills | Business applications | 1 | 92 | 0.004% |  | 1253 | Analytical or scientific software | Technical Skills | Technical applications | 2 | 2,740 | 0.118% |  | 120 | Apple operating systems | Technical Skills | Business applications | 6 | 36,436 | 1.572% |  | 865 | Application-specific integrated circuit (ASIC) logic synthesis software | Technical Skills | Hardware | 1 | 14,153 | 0.611% |  | 52 | Applying IT to Business Problems | Technical Skills | Business applications | 1 | 0 | 0.000% |  | 1145 | Automatic test program generation (ATPG) | Technical Skills | Software development | 2 | 113 | 0.005% |  | 1265 | Backup & Recovery | Technical Skills | Technical applications | 20 | 158,429 | 6.837% |  | 336 | Borland Delphi | Technical Skills | Business applications | 1 | 3,464 | 0.149% |  | 337 | Borland JBuilder | Technical Skills | Business applications | 1 | 3,386 | 0.146% |  | 338 | Borland Paradox | Technical Skills | Business applications | 1 | 232 | 0.010% |  | 72 | Business Continuity Planning | Technical Skills | Hardware | 2 | 42,789 | 1.847% |  | 352 | Cadence Opus | Technical Skills | Business applications | 1 | 851 | 0.037% |  | 868 | Calculators | Technical Skills | Hardware | 1 | 2,924 | 0.126% |  | 39 | CASE Tools | Technical Skills | Software development | 3 | 128,991 | 5.567% |  | 367 | Categorization or classification software | Technical Skills | Business applications | 4 | 7,835 | 0.338% |  | 112 | Certification | Technical Skills | Misc | 3 | 380,059 | 16.401% |  | 372 | Chart recorders | Technical Skills | Business applications | 1 | 6 | 0.000% |  | 1003 | Circuit evaluation software | Technical Skills | Network | 1 | 0 | 0.000% |  | 78 | Cisco | Technical Skills | Hardware | 1 | 167,472 | 7.227% |  | 1009 | Cisco Systems IOS | Technical Skills | Network | 1 | 9,154 | 0.395% |  | 40 | Client-Server | Technical Skills | Software development | 1 | 58,299 | 2.516% |  | 1011 | Cluster server software | Technical Skills | Network | 10 | 27,436 | 1.184% |  | 1147 | CMAKE | Technical Skills | Software development | 1 | 16 | 0.001% |  | 1151 | Compatibility testing | Technical Skills | Software development | 1 | 564 | 0.024% |  | 1152 | Compilers | Technical Skills | Software development | 20 | 23,277 | 1.005% |  | 1255 | Compliance software | Technical Skills | Technical applications | 13 | 9,623 | 0.415% |  | 385 | Computer aided design (CAD) | Technical Skills | Business applications | 31 | 32,895 | 1.420% |  | 386 | Computer aided manufacturing (CAM) | Technical Skills | Business applications | 25 | 4,011 | 0.173% |  | 875 | Computer diagnostics | Technical Skills | Hardware | 5 | 82,172 | 3.546% |  | 1107 | Computer forensics | Technical Skills | Security | 1 | 6,585 | 0.284% |  | 1266 | Computer Hardware | Technical Skills | Hardware | 22 | 52,547 | 2.268% |  | 390 | Computer Numerical Control (CNC) | Technical Skills | Business applications | 7 | 9,224 | 0.398% |  | 1015 | Computer servers | Technical Skills | Network | 7 | 180,892 | 7.806% |  | 1267 | Computer Utilities | Technical Skills | Misc | 3 | 1,294 | 0.056% |  | 59 | Content Manager | Technical Skills | Business applications | 1 | 3,338 | 0.144% |  | 878 | Controllers | Technical Skills | Hardware | 5 | 15,322 | 0.661% |  | 406 | Customer Acquisition Management (CAM) | Technical Skills | Business applications | 1 | 1,902 | 0.082% |  | 407 | Customer information control system (CICS) | Technical Skills | Business applications | 2 | 9,232 | 0.398% |  | 53 | Customer Relationship Management | Technical Skills | Business applications | 18 | 131,689 | 5.683% |  | 953 | Data acquisition systems | Technical Skills | Information mgmt | 1 | 11,437 | 0.494% |  | 955 | Data compression software | Technical Skills | Information mgmt | 1 | 6,524 | 0.282% |  | 956 | Data conversion software | Technical Skills | Information mgmt | 2 | 9,035 | 0.390% |  | 958 | Data dictionary | Technical Skills | Information mgmt | 1 | 4,770 | 0.206% |  | 959 | Data entry | Technical Skills | Information mgmt | 1 | 96,182 | 4.151% |  | 962 | Data mapping | Technical Skills | Information mgmt | 1 | 8,156 | 0.352% |  | 67 | Data Mining | Technical Skills | Information mgmt | 7 | 41,984 | 1.812% |  | 963 | Data modeling | Technical Skills | Information mgmt | 1 | 55,395 | 2.391% |  | 68 | Data Warehousing | Technical Skills | Information mgmt | 2 | 85,101 | 3.672% |  | 69 | Database Administration | Technical Skills | Information mgmt | 16 | 125,371 | 5.410% |  | 969 | Database design software | Technical Skills | Information mgmt | 22 | 99,081 | 4.276% |  | 1268 | Database Reporting | Technical Skills | Information mgmt | 7 | 34,712 | 1.498% |  | 1269 | Database Security | Technical Skills | Information mgmt | 2 | 216 | 0.009% |  | 1270 | Database Servers | Technical Skills | Information mgmt | 3 | 29,598 | 1.277% |  | 1271 | Database Testing | Technical Skills | Information mgmt | 1 | 1,292 | 0.056% |  | 1160 | Debugging | Technical Skills | Software development | 10 | 116,678 | 5.035% |  | 418 | Desktop publishing software | Technical Skills | Business applications | 21 | 36,178 | 1.561% |  | 1272 | Development Environment | Technical Skills | Software development | 19 | 82,047 | 3.541% |  | 1273 | Digital Imaging | Technical Skills | Hardware | 1 | 1,834 | 0.079% |  | 883 | Digital Signal Processor (DSP) | Technical Skills | Hardware | 2 | 7,414 | 0.320% |  | 423 | Disk operating system (DOS) | Technical Skills | Business applications | 2 | 6,908 | 0.298% |  | 1307 | Doctor of Philosophy | Technical Skills | Misc | 3 | 117,770 | 5.082% |  | 973 | Document management software | Technical Skills | Information mgmt | 10 | 20,072 | 0.866% |  | 1020 | Domain name system (DNS) | Technical Skills | Network | 3 | 55,245 | 2.384% |  | 61 | Dreamweaver | Technical Skills | Software development | 1 | 13,626 | 0.588% |  | 54 | DSS/GDSS | Technical Skills | Business applications | 6 | 27,431 | 1.184% |  | 425 | Dynamic modeling software | Technical Skills | Business applications | 1 | 106 | 0.005% |  | 62 | Eclipse | Technical Skills | Software development | 1 | 33,293 | 1.437% |  | 1308 | Electronic Commerce | Technical Skills | Business applications | 2 | 77,979 | 3.365% |  | 70 | Electronic Data Interchange | Technical Skills | Information mgmt | 2 | 16,036 | 0.692% |  | 1023 | Electronic mail software | Technical Skills | Network | 8 | 32,784 | 1.415% |  | 55 | Enterprise Resource Planning | Technical Skills | Business applications | 5 | 103,315 | 4.458% |  | 1274 | Enterprise Resource Planning software | Technical Skills | Business applications | 32 | 128,063 | 5.526% |  | 1321 | Environmental Certification | Technical Skills | Environmental | 5 | 201 | 0.009% |  | 1328 | Environmental Cleanup | Technical Skills | Environmental | 4 | 318 | 0.014% |  | 1329 | Environmental Energy | Technical Skills | Environmental | 26 | 8,721 | 0.376% |  | 1330 | Environmental Energy Conservation | Technical Skills | Environmental | 11 | 5,672 | 0.245% |  | 1327 | Environmental Pollution | Technical Skills | Environmental | 40 | 10,908 | 0.471% |  | 1324 | Environmental Pollution Control | Technical Skills | Environmental | 30 | 4,434 | 0.191% |  | 1325 | Environmental Pollution Prevention | Technical Skills | Environmental | 32 | 1,432 | 0.062% |  | 1326 | Environmental Product Stewardship | Technical Skills | Environmental | 30 | 35,066 | 1.513% |  | 1331 | Environmental Science | Technical Skills | Environmental | 4 | 1,160 | 0.050% |  | 1322 | Environmental Technology | Technical Skills | Environmental | 2 | 594 | 0.026% |  | 461 | Expert system software | Technical Skills | Business applications | 2 | 810 | 0.035% |  | 463 | Facilities management software | Technical Skills | Business applications | 4 | 8,627 | 0.372% |  | 468 | Flight control software | Technical Skills | Business applications | 1 | 870 | 0.038% |  | 469 | Flowchart software | Technical Skills | Business applications | 6 | 4,918 | 0.212% |  | 1112 | Fraud Detection | Technical Skills | Security | 1 | 9,722 | 0.420% |  | 63 | FrontPage | Technical Skills | Software development | 1 | 2,897 | 0.125% |  | 475 | Fund accounting software | Technical Skills | Business applications | 1 | 1,166 | 0.050% |  | 476 | G-code | Technical Skills | Business applications | 1 | 18 | 0.001% |  | 1260 | Gaming | Technical Skills | Misc | 2 | 37,654 | 1.625% |  | 113 | Generic databases | Technical Skills | Information mgmt | 2 | 270,479 | 11.672% |  | 1276 | GPS/GIS/Survey software | Technical Skills | Business applications | 68 | 127,688 | 5.510% |  | 484 | Graphic software | Technical Skills | Business applications | 32 | 155,760 | 6.722% |  | 1176 | Graphical user interface (GUI) | Technical Skills | Software development | 4 | 40,971 | 1.768% |  | 1323 | Green IT | Technical Skills | Environmental | 10 | 5,901 | 0.255% |  | 893 | Guidance systems | Technical Skills | Hardware | 1 | 111 | 0.005% |  | 895 | Hardware description language (HDL) | Technical Skills | Hardware | 2 | 682 | 0.029% |  | 1277 | Hardware Design | Technical Skills | Hardware | 46 | 17,408 | 0.751% |  | 1278 | Hardware Testing | Technical Skills | Hardware | 11 | 6,819 | 0.294% |  | 896 | Hazardous materials (HAZMAT) | Technical Skills | Hardware | 2 | 940 | 0.041% |  | 492 | Helpdesk or call center | Technical Skills | Business applications | 3 | 126,586 | 5.463% |  | 114 | IBM databases | Technical Skills | Information mgmt | 2 | 51,164 | 2.208% |  | 121 | IBM operating systems | Technical Skills | Business applications | 5 | 50,256 | 2.169% |  | 898 | Image capture devices | Technical Skills | Hardware | 14 | 10,172 | 0.439% |  | 524 | Industrial control software | Technical Skills | Business applications | 7 | 9,798 | 0.423% |  | 975 | Information retrieval or search software | Technical Skills | Information mgmt | 6 | 24,783 | 1.069% |  | 899 | Infrared | Technical Skills | Hardware | 1 | 4,495 | 0.194% |  | 1180 | Installation | Technical Skills | Software development | 1 | 185,015 | 7.984% |  | 901 | Interface definition language (IDL) | Technical Skills | Hardware | 2 | 956 | 0.041% |  | 536 | Internet browser software | Technical Skills | Business applications | 4 | 14,266 | 0.616% |  | 541 | Inventory management software | Technical Skills | Business applications | 5 | 13,648 | 0.589% |  | 73 | IT Architecture/Standards | Technical Skills | Hardware | 2 | 18,274 | 0.789% |  | 1035 | Kernel | Technical Skills | Network | 1 | 20,078 | 0.866% |  | 1279 | Laser tools | Technical Skills | Hardware | 2 | 11 | 0.000% |  | 907 | Lasers | Technical Skills | Hardware | 1 | 789 | 0.034% |  | 1038 | License management software | Technical Skills | Network | 1 | 1,139 | 0.049% |  | 908 | Mainframe computers | Technical Skills | Hardware | 2 | 60,569 | 2.614% |  | 124 | Mainframe operating systems | Technical Skills | Business applications | 10 | 35,456 | 1.530% |  | 1280 | Mass Storage hardware & software | Technical Skills | Technical applications | 11 | 47,996 | 2.071% |  | 580 | Materials requirements planning logistics and supply chain software | Technical Skills | Business applications | 25 | 16,894 | 0.729% |  | 1281 | Medical software | Technical Skills | Business applications | 37 | 15,527 | 0.670% |  | 115 | Microsoft databases | Technical Skills | Information mgmt | 5 | 257,109 | 11.095% |  | 119 | Microsoft operating systems | Technical Skills | Business applications | 6 | 429,860 | 18.550% |  | 625 | Multimedia | Technical Skills | Business applications | 1 | 80,696 | 3.482% |  | 74 | Network administration | Technical Skills | Hardware | 12 | 155,413 | 6.707% |  | 1282 | Network Administration software | Technical Skills | Network | 20 | 93,167 | 4.021% |  | 1283 | Network Hardware | Technical Skills | Network | 15 | 79,058 | 3.412% |  | 1284 | Network Monitoring software | Technical Skills | Network | 22 | 44,107 | 1.903% |  | 1059 | Network operation system software (NOS) | Technical Skills | Network | 3 | 3,178 | 0.137% |  | 1122 | Network security | Technical Skills | Security | 1 | 58,300 | 2.516% |  | 1285 | Network Security software | Technical Skills | Security | 46 | 132,070 | 5.699% |  | 1286 | Network software | Technical Skills | Network | 7 | 33,151 | 1.431% |  | 1287 | Network Testing | Technical Skills | Network | 23 | 38,208 | 1.649% |  | 1065 | Novell network software | Technical Skills | Network | 2 | 4,608 | 0.199% |  | 643 | Oberon | Technical Skills | Business applications | 1 | 161 | 0.007% |  | 978 | Object database management system (ODBMS) | Technical Skills | Information mgmt | 2 | 55 | 0.002% |  | 979 | Object oriented data base management (OODBMS) | Technical Skills | Information mgmt | 1 | 60 | 0.003% |  | 41 | Object Oriented Programming | Technical Skills | Software development | 5 | 214,969 | 9.277% |  | 1288 | Office Applications | Technical Skills | Business applications | 18 | 326,920 | 14.108% |  | 71 | Online Analytical Processing | Technical Skills | Information mgmt | 3 | 23,388 | 1.009% |  | 116 | Open-source databases | Technical Skills | Information mgmt | 4 | 76,827 | 3.315% |  | 118 | Open-source operating systems | Technical Skills | Business applications | 9 | 278,897 | 12.036% |  | 56 | Operating Systems | Technical Skills | Business applications | 3 | 180,574 | 7.793% |  | 651 | Optical character recognition (OCR) | Technical Skills | Business applications | 7 | 1,387 | 0.060% |  | 117 | Oracle databases | Technical Skills | Information mgmt | 1 | 344,888 | 14.883% |  | 1289 | Physical Tools | Technical Skills | Hardware | 3 | 175 | 0.008% |  | 683 | Point of sale (POS) | Technical Skills | Business applications | 3 | 10,159 | 0.438% |  | 686 | Polka | Technical Skills | Business applications | 1 | 2 | 0.000% |  | 931 | Printers | Technical Skills | Hardware | 6 | 18,823 | 0.812% |  | 43 | Programming | Technical Skills | Software development | 1 | 503,313 | 21.720% |  | 700 | Provisioning | Technical Skills | Business applications | 1 | 20,967 | 0.905% |  | 1258 | Rate Control | Technical Skills | Technical applications | 1 | 128 | 0.006% |  | 1209 | Rational Rose XDE Developer | Technical Skills | Software development | 6 | 31,310 | 1.351% |  | 1077 | Remote control software | Technical Skills | Network | 2 | 2,070 | 0.089% |  | 1214 | Restructured extended executor (REXX) | Technical Skills | Software development | 1 | 1,257 | 0.054% |  | 1262 | Robotics | Technical Skills | Hardware | 3 | 7,615 | 0.329% |  | 1318 | RSA | Technical Skills | Security | 1 | 8,949 | 0.386% |  | 1216 | Ruby/Ruby on Rails | Technical Skills | Software development | 1 | 25,632 | 1.106% |  | 44 | SDLC | Technical Skills | Software development | 7 | 202,125 | 8.723% |  | 1132 | Secure shell (SSH) | Technical Skills | Security | 1 | 165 | 0.007% |  | 1317 | Secure Sockets Layer (SSL) | Technical Skills | Security | 3 | 22,837 | 0.986% |  | 76 | Security | Technical Skills | Hardware | 4 | 979,441 | 42.267% |  | 1315 | Security Clearance | Technical Skills | Misc | 2 | 243,028 | 10.488% |  | 1135 | Security testing software | Technical Skills | Security | 1 | 4,327 | 0.187% |  | 60 | Sharepoint Server | Technical Skills | Business applications | 1 | 6,835 | 0.295% |  | 1084 | Signal generators | Technical Skills | Network | 3 | 462 | 0.020% |  | 1085 | Simple network management protocol (SNMP) | Technical Skills | Network | 1 | 18,300 | 0.790% |  | 1303 | Simple Object Access Protocol (SOAP) | Technical Skills | Software development | 1 | 50,644 | 2.186% |  | 1220 | Simulation software | Technical Skills | Software development | 13 | 40,343 | 1.741% |  | 42 | Software Development | Technical Skills | Software development | 3 | 548,454 | 23.668% |  | 1291 | Software Development software | Technical Skills | Software development | 8 | 4,676 | 0.202% |  | 1309 | Software Engineering | Technical Skills | Software development | 1 | 322,057 | 13.898% |  | 1292 | Software Installation | Technical Skills | Software development | 6 | 202,869 | 8.755% |  | 1223 | Software libraries | Technical Skills | Software development | 1 | 464 | 0.020% |  | 1293 | Software Maintenance | Technical Skills | Software development | 1 | 12,089 | 0.522% |  | 1294 | Software Testing | Technical Skills | Software development | 15 | 198,383 | 8.561% |  | 1225 | Source code management (SCM) | Technical Skills | Software development | 8 | 59,923 | 2.586% |  | 1229 | Static analysis software | Technical Skills | Software development | 1 | 735 | 0.032% |  | 772 | Statistical analysis software | Technical Skills | Business applications | 62 | 154,546 | 6.669% |  | 1230 | Stress testing software | Technical Skills | Software development | 1 | 4,510 | 0.195% |  | 122 | Sun operating systems | Technical Skills | Business applications | 4 | 105,928 | 4.571% |  | 939 | Surveillance systems | Technical Skills | Hardware | 8 | 26,708 | 1.153% |  | 785 | Survey software | Technical Skills | Business applications | 1 | 0 | 0.000% |  | 791 | Symantec software | Technical Skills | Business applications | 1 | 12,695 | 0.548% |  | 1310 | System Administration | Technical Skills | Network | 4 | 144,838 | 6.250% |  | 45 | System Testing | Technical Skills | Software development | 7 | 37,638 | 1.624% |  | 46 | Systems Analysis | Technical Skills | Software development | 10 | 178,915 | 7.721% |  | 47 | Systems Design | Technical Skills | Software development | 1 | 30,556 | 1.319% |  | 1233 | Systems Evaluation | Technical Skills | Software development | 1 | 381 | 0.016% |  | 1234 | Systems integration | Technical Skills | Software development | 8 | 191,795 | 8.277% |  | 75 | TCP/IP | Technical Skills | Hardware | 3 | 112,634 | 4.861% |  | 1235 | Technology Design | Technical Skills | Software development | 1 | 5,687 | 0.245% |  | 1236 | Templates | Technical Skills | Software development | 1 | 29,650 | 1.280% |  | 1239 | Test implementation | Technical Skills | Software development | 2 | 647 | 0.028% |  | 1302 | Testing | Technical Skills | Software development | 1 | 568,680 | 24.541% |  | 1297 | Training software | Technical Skills | Business applications | 3 | 3,111 | 0.134% |  | 57 | Transaction Processing Systems | Technical Skills | Business applications | 5 | 3,838 | 0.166% |  | 123 | UNIX operating systems | Technical Skills | Business applications | 5 | 335,303 | 14.470% |  | 1298 | UNIX Shells | Technical Skills | Business applications | 6 | 58,712 | 2.534% |  | 48 | User-Interface Design | Technical Skills | Software development | 2 | 117,934 | 5.089% |  | 836 | Video creation and editing software | Technical Skills | Business applications | 4 | 8,151 | 0.352% |  | 840 | Visual Color Discrimination | Technical Skills | Business applications | 2 | 28 | 0.001% |  | 64 | Visual Studio | Technical Skills | Software development | 2 | 56,123 | 2.422% |  | 843 | Voice dictation & recognition | Technical Skills | Business applications | 4 | 3,632 | 0.157% |  | 77 | Voice/Data Telecom | Technical Skills | Hardware | 11 | 218,349 | 9.423% |  | 1299 | Web Application Server | Technical Skills | Business applications | 8 | 101,642 | 4.386% |  | 1248 | Web platform development software | Technical Skills | Software development | 6 | 6,644 | 0.287% |  | 65 | web programmer | Technical Skills | Software development | 4 | 53,866 | 2.325% |  | 58 | Web servers | Technical Skills | Business applications | 6 | 144,786 | 6.248% |  | 49 | Web-based Application Development | Technical Skills | Software development | 2 | 93,010 | 4.014% |  | 1102 | Wireless | Technical Skills | Network | 5 | 89,052 | 3.843% |  | 79 | .NET | Programming Skills | Current | 1 | 206,295 | 8.903% |  | 208 | A mathematical programming language (AMPL) | Programming Skills | Legacy | 2 | 78 | 0.003% |  | 209 | A programming language (APL) | Programming Skills | Legacy | 2 | 3,878 | 0.167% |  | 99 | Ada | Programming Skills | Legacy | 1 | 9,965 | 0.430% |  | 80 | AJAX | Programming Skills | Current | 1 | 106,457 | 4.594% |  | 210 | Algorithmic language (ALGOL) | Programming Skills | Legacy | 2 | 66 | 0.003% |  | 192 | Apple AppleScript | Programming Skills | Current | 1 | 248 | 0.011% |  | 81 | ASP | Programming Skills | Current | 2 | 150,095 | 6.477% |  | 108 | Assembly | Programming Skills | Legacy | 2 | 7,619 | 0.329% |  | 211 | AWK | Programming Skills | Legacy | 1 | 3,828 | 0.165% |  | 212 | B | Programming Skills | Legacy | 1 | 25,978 | 1.121% |  | 213 | Basic combined programming language (BCPL) | Programming Skills | Legacy | 2 | 4 | 0.000% |  | 83 | C# | Programming Skills | Current | 2 | 180,119 | 7.773% |  | 82 | C/C++ | Programming Skills | Current | 3 | 353,655 | 15.262% |  | 193 | Cascading Style Sheets (CSS) | Programming Skills | Current | 2 | 98,869 | 4.267% |  | 215 | Categorical abstract machine language (CAML) | Programming Skills | Legacy | 2 | 367 | 0.016% |  | 84 | CGI | Programming Skills | Current | 2 | 10,741 | 0.464% |  | 194 | Charm++ | Programming Skills | Current | 1 | 3 | 0.000% |  | 216 | Class oriented ring associated language (CORAL) | Programming Skills | Legacy | 2 | 0 | 0.000% |  | 217 | Clipper | Programming Skills | Legacy | 1 | 260 | 0.011% |  | 218 | CLU | Programming Skills | Legacy | 3 | 332 | 0.014% |  | 100 | Cobol | Programming Skills | Legacy | 1 | 17,518 | 0.756% |  | 85 | ColdFusion | Programming Skills | Current | 2 | 16,631 | 0.718% |  | 219 | Combined programming language (CPL) | Programming Skills | Legacy | 2 | 422 | 0.018% |  | 195 | Component object model (COM) | Programming Skills | Current | 1 | 305 | 0.013% |  | 125 | Database programming | Programming Skills | Current | 3 | 48,778 | 2.105% |  | 196 | Distributed component object model (DCOM) | Programming Skills | Current | 1 | 4,283 | 0.185% |  | 197 | Document Object Model (DOM) Scripting | Programming Skills | Current | 2 | 11,530 | 0.498% |  | 198 | E++ | Programming Skills | Current | 1 | 0 | 0.000% |  | 96 | Eiffel | Programming Skills | Current | 2 | 31 | 0.001% |  | 221 | Extended self-containing Prolog (ESP) | Programming Skills | Legacy | 2 | 3,248 | 0.140% |  | 199 | Extensible stylesheet language (XSL) | Programming Skills | Current | 4 | 22,682 | 0.979% |  | 109 | Forth | Programming Skills | Legacy | 1 | 5,850 | 0.252% |  | 102 | Fortran | Programming Skills | Legacy | 1 | 4,307 | 0.186% |  | 86 | HTML/XHTML/DHTML | Programming Skills | Current | 5 | 434,074 | 18.732% |  | 222 | J | Programming Skills | Legacy | 1 | 10,544 | 0.455% |  | 87 | Java/J2EE/J2P | Programming Skills | Current | 5 | 413,786 | 17.857% |  | 97 | JavaScript | Programming Skills | Current | 3 | 182,383 | 7.871% |  | 89 | JavaServer Faces | Programming Skills | Current | 3 | 16,577 | 0.715% |  | 88 | JavaServer Pages | Programming Skills | Current | 3 | 81,718 | 3.526% |  | 223 | Job control language (JCL) | Programming Skills | Legacy | 2 | 12,321 | 0.532% |  | 126 | LAMP | Programming Skills | Current | 1 | 15,601 | 0.673% |  | 104 | Lisp | Programming Skills | Legacy | 1 | 1,255 | 0.054% |  | 224 | Lisp object-oriented programming system (LOOPS) | Programming Skills | Legacy | 2 | 910 | 0.039% |  | 201 | Microsoft ActiveX | Programming Skills | Current | 1 | 3,969 | 0.171% |  | 106 | Modula-2 | Programming Skills | Legacy | 3 | 14 | 0.001% |  | 204 | Objective-C | Programming Skills | Current | 1 | 2,098 | 0.091% |  | 225 | Oblog | Programming Skills | Legacy | 1 | 0 | 0.000% |  | 226 | Parlog | Programming Skills | Legacy | 1 | 0 | 0.000% |  | 107 | Pascal | Programming Skills | Legacy | 1 | 1,289 | 0.056% |  | 90 | Perl | Programming Skills | Current | 2 | 143,096 | 6.175% |  | 91 | PHP | Programming Skills | Current | 1 | 71,602 | 3.090% |  | 103 | PL/1 | Programming Skills | Legacy | 5 | 361 | 0.016% |  | 105 | Prolog | Programming Skills | Legacy | 2 | 1,135 | 0.049% |  | 95 | Python | Programming Skills | Current | 1 | 57,194 | 2.468% |  | 228 | Register transfer language (RTL) | Programming Skills | Legacy | 2 | 12,084 | 0.521% |  | 205 | Scalable vector graphics (SVG) | Programming Skills | Current | 2 | 737 | 0.032% |  | 206 | Scripting languages | Programming Skills | Current | 1 | 34,659 | 1.496% |  | 111 | Simula | Programming Skills | Legacy | 1 | 16 | 0.001% |  | 101 | Smalltalk | Programming Skills | Legacy | 1 | 782 | 0.034% |  | 92 | SQL | Programming Skills | Current | 3 | 541,145 | 23.353% |  | 229 | String oriented symbolic language (SNOBOL) | Programming Skills | Legacy | 2 | 1 | 0.000% |  | 110 | TCL | Programming Skills | Legacy | 2 | 10,349 | 0.447% |  | 98 | Unified Modeling Language | Programming Skills | Current | 2 | 67,568 | 2.916% |  | 93 | Visual Basic | Programming Skills | Current | 7 | 154,018 | 6.647% |  | 207 | Web service definition language (WSDL) | Programming Skills | Current | 3 | 13,758 | 0.594% |  | 94 | XML | Programming Skills | Current | 2 | 244,013 | 10.530% | 
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