All Degree Programs | 2023-02-13 | Jobs Found: | 5,948,715 | Click on column headings to sort |
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Skill ID | Skill Name | Primary Category | Secondary Category | Number of Synonyms | Occurrences | Frequency | Last 2 years Occurrences | Last 2 years Frequency | Last 2 years Growth/Decline | Movement |
252 | Analytical Thinking | Soft Skills | Problem-solving skills | 1 |
22,946 | 0.386% |
3,674 | 0.711% |
0.325% | 84.238% |
2 | Attention to Details | Soft Skills | Problem-solving skills | 2 |
22,150 | 0.372% |
2,174 | 0.421% |
0.048% | 12.936% |
8 | Conflict Resolution | Soft Skills | Interpersonal skills | 1 |
38,327 | 0.644% |
4,895 | 0.947% |
0.303% | 46.959% |
231 | Cooperation | Soft Skills | Interpersonal skills | 1 |
51,753 | 0.870% |
5,340 | 1.033% |
0.163% | 18.728% |
1428 | Creative Thinking | Soft Skills | Problem-solving skills | 1 |
30,188 | 0.507% |
4,208 | 0.814% |
0.306% | 60.394% |
3 | Creativity | Soft Skills | Problem-solving skills | 4 |
202,960 | 3.412% |
21,743 | 4.206% |
0.794% | 23.270% |
4 | Critical thinking | Soft Skills | Problem-solving skills | 3 |
113,113 | 1.901% |
20,085 | 3.885% |
1.984% | 104.318% |
1300 | Flexibility | Soft Skills | Work ethic | 1 |
283,643 | 4.768% |
34,516 | 6.676% |
1.908% | 40.022% |
232 | Independence | Soft Skills | Interpersonal skills | 1 |
37,492 | 0.630% |
5,387 | 1.042% |
0.412% | 65.331% |
13 | Initiative/Motivation to work | Soft Skills | Work ethic | 5 |
755,361 | 12.698% |
72,216 | 13.969% |
1.271% | 10.008% |
256 | Innovation | Soft Skills | Problem-solving skills | 1 |
557,091 | 9.365% |
74,608 | 14.431% |
5.067% | 54.101% |
14 | Integrity/Honesty/Ethics | Soft Skills | Work ethic | 4 |
633,377 | 10.647% |
68,246 | 13.201% |
2.554% | 23.983% |
1422 | Internship | Soft Skills | Work ethic | 3 |
146,618 | 2.465% |
9,001 | 1.741% |
-0.724% | -29.360% |
9 | Interpersonal Relationships | Soft Skills | Interpersonal skills | 1 |
5,170 | 0.087% |
903 | 0.175% |
0.088% | 100.976% |
257 | Judgment and Decision Making | Soft Skills | Problem-solving skills | 2 |
458,889 | 7.714% |
59,233 | 11.457% |
3.743% | 48.526% |
10 | Leadership | Soft Skills | Interpersonal skills | 1 |
1,310,968 | 22.038% |
135,161 | 26.144% |
4.106% | 18.633% |
258 | Learning | Soft Skills | Problem-solving skills | 1 |
627,792 | 10.553% |
91,543 | 17.707% |
7.154% | 67.786% |
1 | Learning Ability | Soft Skills | Problem-solving skills | 3 |
114,643 | 1.927% |
11,782 | 2.279% |
0.352% | 18.255% |
236 | Listening | Soft Skills | Language skills | 1 |
129,954 | 2.185% |
11,855 | 2.293% |
0.109% | 4.968% |
260 | Mathematics | Soft Skills | Problem-solving skills | 3 |
364,796 | 6.132% |
39,276 | 7.597% |
1.465% | 23.887% |
261 | Memorization | Soft Skills | Problem-solving skills | 2 |
445 | 0.007% |
90 | 0.017% |
0.010% | 132.718% |
18 | Negotiation Skills | Soft Skills | Language skills | 1 |
50,199 | 0.844% |
3,340 | 0.646% |
-0.198% | -23.441% |
262 | Optimization | Soft Skills | Problem-solving skills | 1 |
299,463 | 5.034% |
27,882 | 5.393% |
0.359% | 7.134% |
19 | Oral Communications | Soft Skills | Language skills | 5 |
100,091 | 1.683% |
9,466 | 1.831% |
0.148% | 8.822% |
273 | Persistence | Soft Skills | Work ethic | 1 |
21,896 | 0.368% |
1,962 | 0.380% |
0.011% | 3.105% |
239 | Persuasion | Soft Skills | Language skills | 1 |
10,786 | 0.181% |
1,475 | 0.285% |
0.104% | 57.354% |
1301 | Physical Skill | Soft Skills | Work ethic | 2 |
13,999 | 0.235% |
2,749 | 0.532% |
0.296% | 125.956% |
240 | Presentations | Soft Skills | Language skills | 1 |
305,858 | 5.142% |
31,733 | 6.138% |
0.997% | 19.382% |
265 | Problem Solving Skills | Soft Skills | Problem-solving skills | 3 |
1,068,274 | 17.958% |
97,554 | 18.870% |
0.912% | 5.077% |
20 | Questioning skills | Soft Skills | Language skills | 1 |
1,885 | 0.032% |
174 | 0.034% |
0.002% | 6.215% |
241 | Reading Comprehension | Soft Skills | Language skills | 1 |
2,197 | 0.037% |
299 | 0.058% |
0.021% | 56.599% |
6 | Research skills | Soft Skills | Problem-solving skills | 1 |
10,981 | 0.185% |
1,068 | 0.207% |
0.022% | 11.912% |
15 | Responsibility | Soft Skills | Work ethic | 2 |
588,909 | 9.900% |
60,952 | 11.790% |
1.890% | 19.093% |
234 | Self Control | Soft Skills | Interpersonal skills | 1 |
931 | 0.016% |
119 | 0.023% |
0.007% | 47.077% |
11 | Self-esteem | Soft Skills | Interpersonal skills | 1 |
1,307 | 0.022% |
89 | 0.017% |
-0.005% | -21.646% |
16 | Self-management | Soft Skills | Work ethic | 1 |
8,289 | 0.139% |
953 | 0.184% |
0.045% | 32.293% |
250 | Stress Tolerance | Soft Skills | Physical skills | 1 |
2,082 | 0.035% |
313 | 0.061% |
0.026% | 72.986% |
12 | Teamwork | Soft Skills | Interpersonal skills | 1 |
264,434 | 4.445% |
26,756 | 5.175% |
0.730% | 16.426% |
17 | Time Management | Soft Skills | Work ethic | 2 |
222,275 | 3.737% |
26,333 | 5.094% |
1.357% | 36.319% |
268 | Visualization | Soft Skills | Problem-solving skills | 1 |
103,553 | 1.741% |
19,278 | 3.729% |
1.988% | 114.213% |
7 | Working under pressure | Soft Skills | Problem-solving skills | 1 |
4,624 | 0.078% |
1,086 | 0.210% |
0.132% | 170.246% |
21 | Written Communications | Soft Skills | Language skills | 5 |
874,933 | 14.708% |
68,748 | 13.298% |
-1.410% | -9.587% |
172 | Account management | Business Skills | Management skills | 1 |
68,635 | 1.154% |
5,453 | 1.055% |
-0.099% | -8.581% |
22 | Accounting | Business Skills | Business processes | 4 |
625,661 | 10.518% |
40,779 | 7.888% |
-2.630% | -25.003% |
1263 | Accounting software | Business Skills | Business processes | 8 |
73,081 | 1.229% |
3,556 | 0.688% |
-0.541% | -44.011% |
174 | Administration | Business Skills | Management skills | 3 |
1,362,436 | 22.903% |
97,686 | 18.895% |
-4.008% | -17.498% |
1313 | Analyst | Business Skills | Project management | 1 |
968,182 | 16.275% |
88,063 | 17.034% |
0.759% | 4.661% |
175 | Application management | Business Skills | Management skills | 5 |
390,217 | 6.560% |
26,311 | 5.089% |
-1.470% | -22.415% |
150 | Asset management | Business Skills | Business processes | 1 |
89,921 | 1.512% |
12,043 | 2.329% |
0.818% | 54.106% |
151 | Auditing | Business Skills | Business processes | 5 |
366,795 | 6.166% |
41,560 | 8.039% |
1.873% | 30.376% |
1264 | Auditing software | Business Skills | Business processes | 1 |
249 | 0.004% |
20 | 0.004% |
-0.000% | -7.578% |
152 | Billing | Business Skills | Business processes | 1 |
149,524 | 2.514% |
11,265 | 2.179% |
-0.335% | -13.310% |
153 | Bills of Lading | Business Skills | Business processes | 1 |
340 | 0.006% |
76 | 0.015% |
0.009% | 157.206% |
1314 | Business Analyst | Business Skills | Project management | 1 |
331,338 | 5.570% |
24,048 | 4.652% |
-0.918% | -16.487% |
35 | Business Intelligence | Business Skills | Strategy skills | 1 |
238,877 | 4.016% |
19,128 | 3.700% |
-0.316% | -7.861% |
155 | Business performance management (BPM) | Business Skills | Business processes | 2 |
31,620 | 0.532% |
1,127 | 0.218% |
-0.314% | -58.988% |
23 | Business Process Design/Re-engineering | Business Skills | Business processes | 3 |
111,604 | 1.876% |
1,905 | 0.368% |
-1.508% | -80.359% |
36 | Business Strategy | Business Skills | Strategy skills | 3 |
1,208,182 | 20.310% |
135,704 | 26.249% |
5.939% | 29.243% |
182 | Calendar and scheduling | Business Skills | Project management | 3 |
245,336 | 4.124% |
24,742 | 4.786% |
0.662% | 16.043% |
156 | Capacity planning | Business Skills | Business processes | 1 |
102,647 | 1.726% |
4,459 | 0.863% |
-0.863% | -50.015% |
28 | Change Management | Business Skills | Management skills | 1 |
244,282 | 4.106% |
23,595 | 4.564% |
0.458% | 11.141% |
183 | Content workflow | Business Skills | Project management | 1 |
196 | 0.003% |
9 | 0.002% |
-0.002% | -47.164% |
24 | Contracting and legal | Business Skills | Business processes | 2 |
420,305 | 7.065% |
42,413 | 8.204% |
1.138% | 16.113% |
176 | Coordination | Business Skills | Management skills | 1 |
309,634 | 5.205% |
34,788 | 6.729% |
1.524% | 29.279% |
157 | Cost accounting | Business Skills | Business processes | 1 |
9,217 | 0.155% |
885 | 0.171% |
0.016% | 10.484% |
158 | Cost estimation | Business Skills | Business processes | 1 |
4,529 | 0.076% |
311 | 0.060% |
-0.016% | -20.986% |
1312 | Customer Support | Business Skills | Business processes | 6 |
1,105,181 | 18.578% |
85,731 | 16.583% |
-1.996% | -10.741% |
1339 | Education | Business Skills | Industry Segment | 1 |
73,778 | 1.240% |
13,019 | 2.518% |
1.278% | 103.048% |
1333 | Energy | Business Skills | Industry Segment | 1 |
298,587 | 5.019% |
26,371 | 5.101% |
0.082% | 1.625% |
1340 | Entertainment | Business Skills | Industry Segment | 1 |
258,525 | 4.346% |
8,511 | 1.646% |
-2.700% | -62.119% |
1319 | Environmental | Business Skills | Environmental | 18 |
255,686 | 4.298% |
27,440 | 5.308% |
1.010% | 23.488% |
1320 | Environmental Strategy | Business Skills | Environmental | 14 |
84,454 | 1.420% |
20,629 | 3.990% |
2.571% | 181.064% |
161 | Financial | Business Skills | Business processes | 2 |
1,885,892 | 31.703% |
440,241 | 85.156% |
53.453% | 168.609% |
1275 | Financial Analysis software | Business Skills | Business processes | 9 |
9,366 | 0.157% |
2,821 | 0.546% |
0.388% | 246.574% |
1332 | Health Care | Business Skills | Industry Segment | 2 |
922,838 | 15.513% |
70,223 | 13.583% |
-1.930% | -12.441% |
1341 | Hospitality | Business Skills | Industry Segment | 4 |
587,526 | 9.877% |
111,964 | 21.657% |
11.781% | 119.280% |
177 | Human resources | Business Skills | Management skills | 2 |
431,031 | 7.246% |
28,068 | 5.429% |
-1.817% | -25.071% |
1336 | Insurance | Business Skills | Industry Segment | 1 |
31,797 | 0.535% |
2,060 | 0.398% |
-0.136% | -25.453% |
1316 | Managing/Supervision | Business Skills | Management skills | 6 |
3,285,088 | 55.223% |
251,148 | 48.580% |
-6.644% | -12.031% |
1334 | Manufacturing | Business Skills | Industry Segment | 2 |
473,852 | 7.966% |
28,577 | 5.528% |
-2.438% | -30.606% |
26 | Marketing | Business Skills | Business processes | 1 |
704,260 | 11.839% |
68,713 | 13.291% |
1.452% | 12.267% |
185 | Monitoring | Business Skills | Project management | 1 |
696,578 | 11.710% |
70,887 | 13.712% |
2.002% | 17.096% |
179 | Negotiation | Business Skills | Management skills | 1 |
204,247 | 3.433% |
18,468 | 3.572% |
0.139% | 4.043% |
163 | Operation and Control | Business Skills | Business processes | 3 |
4,343 | 0.073% |
383 | 0.074% |
0.001% | 1.474% |
29 | Outsourcing Management | Business Skills | Management skills | 3 |
167,136 | 2.810% |
4,211 | 0.815% |
-1.995% | -71.009% |
167 | Procurement | Business Skills | Business processes | 1 |
170,130 | 2.860% |
13,852 | 2.679% |
-0.181% | -6.313% |
1290 | Project Management software | Business Skills | Project management | 3 |
137,024 | 2.303% |
7,042 | 1.362% |
-0.941% | -40.865% |
33 | Project Management/Planning/Budgeting/Scheduling | Business Skills | Project management | 6 |
1,006,921 | 16.927% |
82,304 | 15.920% |
-1.007% | -5.947% |
168 | Quality | Business Skills | Business processes | 1 |
1,769,793 | 29.751% |
163,122 | 31.553% |
1.802% | 6.056% |
1337 | Real Estate | Business Skills | Industry Segment | 2 |
207,266 | 3.484% |
6,157 | 1.191% |
-2.293% | -65.819% |
1335 | Retail | Business Skills | Industry Segment | 2 |
1,057,625 | 17.779% |
63,866 | 12.354% |
-5.425% | -30.516% |
34 | Risk Management | Business Skills | Project management | 1 |
219,108 | 3.683% |
32,485 | 6.284% |
2.600% | 70.597% |
169 | Service Orientation | Business Skills | Business processes | 1 |
40,786 | 0.686% |
2,967 | 0.574% |
-0.112% | -16.295% |
27 | Supply Chain Management | Business Skills | Business processes | 3 |
221,354 | 3.721% |
18,368 | 3.553% |
-0.168% | -4.518% |
1295 | Supply Chain Management software | Business Skills | Business processes | 4 |
13,366 | 0.225% |
694 | 0.134% |
-0.090% | -40.255% |
178 | Teaching | Business Skills | Management skills | 7 |
374,358 | 6.293% |
28,932 | 5.596% |
-0.697% | -11.072% |
190 | Timekeeping | Business Skills | Project management | 3 |
147,773 | 2.484% |
9,431 | 1.824% |
-0.660% | -26.564% |
1296 | Timekeeping software | Business Skills | Project management | 1 |
7,455 | 0.125% |
891 | 0.172% |
0.047% | 37.524% |
171 | Total quality management (TQM) | Business Skills | Business processes | 2 |
5,715 | 0.096% |
265 | 0.051% |
-0.045% | -46.645% |
180 | Troubleshooting | Business Skills | Management skills | 1 |
735,176 | 12.359% |
57,203 | 11.065% |
-1.294% | -10.469% |
181 | Verification | Business Skills | Management skills | 1 |
354,235 | 5.955% |
29,759 | 5.756% |
-0.199% | -3.334% |
1338 | Waste Management | Business Skills | Industry Segment | 1 |
5,343 | 0.090% |
254 | 0.049% |
-0.041% | -45.299% |
191 | Workflow | Business Skills | Project management | 1 |
258,065 | 4.338% |
25,428 | 4.919% |
0.580% | 13.378% |
31 | Working Globally | Business Skills | Management skills | 3 |
25,690 | 0.432% |
602 | 0.116% |
-0.315% | -73.036% |
32 | Working with Virtual Teams | Business Skills | Management skills | 2 |
10,686 | 0.180% |
822 | 0.159% |
-0.021% | -11.488% |
51 | 4GL | Technical Skills | Software development | 3 |
6,898 | 0.116% |
274 | 0.053% |
-0.063% | -54.294% |
1510 | Access Control | Technical Skills | Security | 1 |
59,370 | 0.998% |
5,914 | 1.144% |
0.146% | 14.620% |
987 | Access servers & software | Technical Skills | Network | 10 |
168,067 | 2.825% |
11,904 | 2.303% |
-0.523% | -18.500% |
38 | Agile Development Methods | Technical Skills | Software development | 13 |
401,572 | 6.751% |
42,666 | 8.253% |
1.502% | 22.255% |
304 | Algorithmic software | Technical Skills | Business applications | 1 |
138 | 0.002% |
7 | 0.001% |
-0.001% | -41.633% |
1546 | Alienvault | Technical Skills | Security | 1 |
417 | 0.007% |
46 | 0.009% |
0.002% | 26.931% |
1253 | Analytical or scientific software | Technical Skills | Technical applications | 2 |
6,383 | 0.107% |
496 | 0.096% |
-0.011% | -10.586% |
1352 | Android | Technical Skills | Mobile Platforms | 3 |
103,188 | 1.735% |
7,840 | 1.516% |
-0.218% | -12.575% |
1351 | Apple iOS | Technical Skills | Mobile Platforms | 6 |
67,177 | 1.129% |
3,717 | 0.719% |
-0.410% | -36.332% |
120 | Apple operating systems | Technical Skills | Business applications | 6 |
155,974 | 2.622% |
14,789 | 2.861% |
0.239% | 9.102% |
865 | Application-specific integrated circuit (ASIC) logic synthesis software | Technical Skills | Hardware | 1 |
45,875 | 0.771% |
788 | 0.152% |
-0.619% | -80.235% |
1543 | ArcSight | Technical Skills | Security | 1 |
8,697 | 0.146% |
349 | 0.068% |
-0.079% | -53.825% |
1423 | Artificial Intelligence | Technical Skills | Information mgmt | 5 |
185,439 | 3.117% |
39,842 | 7.707% |
4.589% | 147.222% |
1432 | Attribute-Based Access Control | Technical Skills | Security | 2 |
795 | 0.013% |
163 | 0.032% |
0.018% | 135.921% |
1145 | Automatic test program generation (ATPG) | Technical Skills | Software development | 1 |
302 | 0.005% |
69 | 0.013% |
0.008% | 162.899% |
1265 | Backup & Recovery | Technical Skills | Technical applications | 16 |
411,997 | 6.926% |
26,231 | 5.074% |
-1.852% | -26.740% |
1386 | Biometric | Technical Skills | Information mgmt | 2 |
14,685 | 0.247% |
736 | 0.142% |
-0.104% | -42.330% |
1353 | Blackberry | Technical Skills | Mobile Platforms | 2 |
37,065 | 0.623% |
373 | 0.072% |
-0.551% | -88.420% |
336 | Borland Delphi | Technical Skills | Business applications | 1 |
7,056 | 0.119% |
221 | 0.043% |
-0.076% | -63.960% |
337 | Borland JBuilder | Technical Skills | Business applications | 1 |
4,197 | 0.071% |
8 | 0.002% |
-0.069% | -97.807% |
338 | Borland Paradox | Technical Skills | Business applications | 1 |
505 | 0.008% |
69 | 0.013% |
0.005% | 57.219% |
1436 | Bring Your Own Devices | Technical Skills | Security | 1 |
2,244 | 0.038% |
673 | 0.130% |
0.092% | 245.095% |
72 | Business Continuity Planning | Technical Skills | Hardware | 2 |
90,631 | 1.524% |
6,862 | 1.327% |
-0.196% | -12.879% |
352 | Cadence Opus | Technical Skills | Business applications | 1 |
2,266 | 0.038% |
48 | 0.009% |
-0.029% | -75.626% |
868 | Calculators | Technical Skills | Hardware | 1 |
5,468 | 0.092% |
601 | 0.116% |
0.024% | 26.472% |
39 | CASE Tools | Technical Skills | Software development | 1 |
331,595 | 5.574% |
30,075 | 5.817% |
0.243% | 4.363% |
367 | Categorization or classification software | Technical Skills | Business applications | 1 |
21,475 | 0.361% |
1,020 | 0.197% |
-0.164% | -45.347% |
1469 | CCPA | Technical Skills | Security | 1 |
3,476 | 0.058% |
1,856 | 0.359% |
0.301% | 514.391% |
1478 | Center for Internet Security | Technical Skills | Security | 1 |
124,725 | 2.097% |
24,998 | 4.835% |
2.739% | 130.621% |
1441 | Certificate management | Technical Skills | Security | 1 |
3,434 | 0.058% |
546 | 0.106% |
0.048% | 82.953% |
112 | Certification | Technical Skills | Misc | 3 |
1,169,484 | 19.659% |
124,146 | 24.014% |
4.354% | 22.148% |
78 | Cisco | Technical Skills | Hardware | 1 |
385,099 | 6.474% |
12,451 | 2.408% |
-4.065% | -62.797% |
1009 | Cisco Systems IOS | Technical Skills | Network | 1 |
109,406 | 1.839% |
9,050 | 1.751% |
-0.089% | -4.818% |
40 | Client-Server | Technical Skills | Software development | 1 |
99,448 | 1.672% |
1,845 | 0.357% |
-1.315% | -78.652% |
1437 | Cloud Access Security Broker | Technical Skills | Security | 1 |
1,584 | 0.027% |
614 | 0.119% |
0.092% | 346.026% |
1438 | Cloud Configuration Management | Technical Skills | Security | 1 |
5,292 | 0.089% |
552 | 0.107% |
0.018% | 20.023% |
1445 | Cloud Migration | Technical Skills | Security | 1 |
5,047 | 0.085% |
1,561 | 0.302% |
0.217% | 255.891% |
1455 | cloud security | Technical Skills | Security | 1 |
14,272 | 0.240% |
4,783 | 0.925% |
0.685% | 285.623% |
1456 | Cloud Security Posture Management | Technical Skills | Security | 1 |
399 | 0.007% |
145 | 0.028% |
0.021% | 318.160% |
1486 | Cloud Services | Technical Skills | Security | 1 |
61,314 | 1.031% |
10,552 | 2.041% |
1.010% | 98.026% |
1011 | Cluster server software | Technical Skills | Network | 9 |
80,676 | 1.356% |
3,908 | 0.756% |
-0.600% | -44.261% |
1147 | CMAKE | Technical Skills | Software development | 1 |
2,016 | 0.034% |
237 | 0.046% |
0.012% | 35.271% |
1151 | Compatibility testing | Technical Skills | Software development | 1 |
2,380 | 0.040% |
96 | 0.019% |
-0.021% | -53.587% |
1152 | Compilers | Technical Skills | Software development | 5 |
61,426 | 1.033% |
6,252 | 1.209% |
0.177% | 17.115% |
1255 | Compliance software | Technical Skills | Technical applications | 4 |
35,937 | 0.604% |
4,947 | 0.957% |
0.353% | 58.397% |
385 | Computer aided design (CAD) | Technical Skills | Business applications | 12 |
95,408 | 1.604% |
5,300 | 1.025% |
-0.579% | -36.080% |
386 | Computer aided manufacturing (CAM) | Technical Skills | Business applications | 4 |
9,235 | 0.155% |
646 | 0.125% |
-0.030% | -19.510% |
875 | Computer diagnostics | Technical Skills | Hardware | 5 |
252,092 | 4.238% |
23,661 | 4.577% |
0.339% | 7.999% |
1107 | Computer forensics | Technical Skills | Security | 1 |
12,009 | 0.202% |
684 | 0.132% |
-0.070% | -34.462% |
1266 | Computer Hardware | Technical Skills | Hardware | 15 |
143,407 | 2.411% |
13,297 | 2.572% |
0.161% | 6.692% |
390 | Computer Numerical Control (CNC) | Technical Skills | Business applications | 2 |
38,314 | 0.644% |
236 | 0.046% |
-0.598% | -92.912% |
1015 | Computer servers | Technical Skills | Network | 6 |
471,458 | 7.925% |
23,480 | 4.542% |
-3.384% | -42.694% |
1267 | Computer Utilities | Technical Skills | Misc | 2 |
3,776 | 0.063% |
258 | 0.050% |
-0.014% | -21.380% |
1447 | Configuration Management Database | Technical Skills | Security | 1 |
12,254 | 0.206% |
1,454 | 0.281% |
0.075% | 36.532% |
1448 | Container security | Technical Skills | Security | 1 |
526 | 0.009% |
205 | 0.040% |
0.031% | 348.451% |
1449 | Containers | Technical Skills | Security | 1 |
59,773 | 1.005% |
10,357 | 2.003% |
0.999% | 99.377% |
59 | Content Manager | Technical Skills | Business applications | 1 |
5,790 | 0.097% |
277 | 0.054% |
-0.044% | -44.951% |
1439 | Continuous Diagnostics and Mitigation | Technical Skills | Security | 1 |
4,794 | 0.081% |
1,103 | 0.213% |
0.133% | 164.743% |
1396 | Continuous Improvement | Technical Skills | Software development | 1 |
155,741 | 2.618% |
24,329 | 4.706% |
2.088% | 79.750% |
1443 | Continuous Integration Continuous Deployment | Technical Skills | Security | 3 |
156,846 | 2.637% |
28,695 | 5.550% |
2.914% | 110.513% |
1453 | Control Plane | Technical Skills | Security | 1 |
1,870 | 0.031% |
341 | 0.066% |
0.035% | 109.826% |
878 | Controllers | Technical Skills | Hardware | 3 |
41,171 | 0.692% |
3,407 | 0.659% |
-0.033% | -4.780% |
1454 | Crown Jewels | Technical Skills | Security | 1 |
271 | 0.005% |
27 | 0.005% |
0.001% | 14.641% |
406 | Customer Acquisition Management (CAM) | Technical Skills | Business applications | 1 |
7,269 | 0.122% |
890 | 0.172% |
0.050% | 40.884% |
407 | Customer information control system (CICS) | Technical Skills | Business applications | 2 |
18,404 | 0.309% |
856 | 0.166% |
-0.144% | -46.481% |
53 | Customer Relationship Management | Technical Skills | Business applications | 9 |
327,387 | 5.503% |
19,789 | 3.828% |
-1.676% | -30.448% |
1368 | Cyber Security | Technical Skills | Information mgmt | 3 |
181,780 | 3.056% |
36,922 | 7.142% |
4.086% | 133.715% |
1479 | Cybersecurity Framework | Technical Skills | Security | 2 |
8,419 | 0.142% |
3,087 | 0.597% |
0.456% | 321.913% |
1492 | Data Access Governance | Technical Skills | Security | 1 |
1,190 | 0.020% |
184 | 0.036% |
0.016% | 77.917% |
953 | Data acquisition systems | Technical Skills | Information mgmt | 1 |
29,835 | 0.502% |
2,152 | 0.416% |
-0.085% | -17.003% |
1434 | Data classification | Technical Skills | Security | 1 |
4,035 | 0.068% |
807 | 0.156% |
0.088% | 130.132% |
955 | Data compression software | Technical Skills | Information mgmt | 1 |
15,916 | 0.268% |
754 | 0.146% |
-0.122% | -45.489% |
956 | Data conversion software | Technical Skills | Information mgmt | 1 |
22,888 | 0.385% |
1,010 | 0.195% |
-0.189% | -49.224% |
958 | Data dictionary | Technical Skills | Information mgmt | 1 |
13,272 | 0.223% |
757 | 0.146% |
-0.077% | -34.369% |
1495 | Data discovery | Technical Skills | Security | 1 |
5,451 | 0.092% |
772 | 0.149% |
0.058% | 62.963% |
959 | Data entry | Technical Skills | Information mgmt | 1 |
207,169 | 3.483% |
4,962 | 0.960% |
-2.523% | -72.440% |
1502 | Data Loss Prevention | Technical Skills | Security | 1 |
17,432 | 0.293% |
2,678 | 0.518% |
0.225% | 76.771% |
962 | Data mapping | Technical Skills | Information mgmt | 1 |
27,528 | 0.463% |
1,871 | 0.362% |
-0.101% | -21.793% |
67 | Data Mining | Technical Skills | Information mgmt | 5 |
141,411 | 2.377% |
9,292 | 1.797% |
-0.580% | -24.391% |
963 | Data modeling | Technical Skills | Information mgmt | 1 |
162,794 | 2.737% |
9,583 | 1.854% |
-0.883% | -32.265% |
1496 | Data retention | Technical Skills | Security | 1 |
4,056 | 0.068% |
390 | 0.075% |
0.007% | 10.640% |
1494 | Data tagging | Technical Skills | Security | 1 |
448 | 0.008% |
44 | 0.009% |
0.001% | 13.011% |
68 | Data Warehousing | Technical Skills | Information mgmt | 2 |
244,166 | 4.105% |
14,135 | 2.734% |
-1.370% | -33.387% |
69 | Database Administration | Technical Skills | Information mgmt | 12 |
310,411 | 5.218% |
14,879 | 2.878% |
-2.340% | -44.845% |
969 | Database design software | Technical Skills | Information mgmt | 16 |
245,523 | 4.127% |
11,184 | 2.163% |
-1.964% | -47.585% |
1268 | Database Reporting | Technical Skills | Information mgmt | 3 |
68,145 | 1.146% |
1,757 | 0.340% |
-0.806% | -70.332% |
1373 | Database Security | Technical Skills | Information mgmt | 1 |
1,465 | 0.025% |
248 | 0.048% |
0.023% | 94.787% |
1269 | Database Security | Technical Skills | Information mgmt | 2 |
948 | 0.016% |
67 | 0.013% |
-0.003% | -18.677% |
1270 | Database Servers | Technical Skills | Information mgmt | 3 |
54,520 | 0.917% |
691 | 0.134% |
-0.783% | -85.416% |
1271 | Database Testing | Technical Skills | Information mgmt | 1 |
4,336 | 0.073% |
211 | 0.041% |
-0.032% | -44.006% |
1160 | Debugging | Technical Skills | Software development | 7 |
371,841 | 6.251% |
27,762 | 5.370% |
-0.881% | -14.091% |
1385 | Decryption | Technical Skills | Information mgmt | 2 |
1,964 | 0.033% |
190 | 0.037% |
0.004% | 11.316% |
1559 | Demisto | Technical Skills | Security | 1 |
119 | 0.002% |
28 | 0.005% |
0.003% | 170.743% |
1256 | Desktop partitioning software | Technical Skills | Technical applications | 1 |
18,867 | 0.317% |
576 | 0.111% |
-0.206% | -64.871% |
418 | Desktop publishing software | Technical Skills | Business applications | 13 |
102,389 | 1.721% |
13,629 | 2.636% |
0.915% | 53.164% |
1272 | Development Environment | Technical Skills | Software development | 13 |
248,336 | 4.175% |
13,305 | 2.574% |
-1.601% | -38.352% |
1498 | Device Management | Technical Skills | Security | 1 |
13,135 | 0.221% |
2,028 | 0.392% |
0.171% | 77.658% |
1273 | Digital Imaging | Technical Skills | Hardware | 1 |
2,371 | 0.040% |
85 | 0.016% |
-0.023% | -58.749% |
883 | Digital Signal Processor (DSP) | Technical Skills | Hardware | 2 |
15,594 | 0.262% |
861 | 0.167% |
-0.096% | -36.468% |
1446 | Digital Transformation | Technical Skills | Security | 1 |
35,686 | 0.600% |
11,237 | 2.174% |
1.574% | 262.326% |
1472 | DISA | Technical Skills | Security | 1 |
21,263 | 0.357% |
2,356 | 0.456% |
0.098% | 27.496% |
423 | Disk operating system (DOS) | Technical Skills | Business applications | 1 |
14,144 | 0.238% |
668 | 0.129% |
-0.109% | -45.656% |
1497 | Distributed Denial of Service | Technical Skills | Security | 1 |
4,395 | 0.074% |
530 | 0.103% |
0.029% | 38.760% |
1504 | DMZ | Technical Skills | Network | 1 |
8,578 | 0.144% |
320 | 0.062% |
-0.082% | -57.075% |
1451 | Docker | Technical Skills | Security | 1 |
63,206 | 1.063% |
16,707 | 3.232% |
2.169% | 204.149% |
1307 | Doctor of Philosophy | Technical Skills | Misc | 3 |
267,257 | 4.493% |
23,440 | 4.534% |
0.041% | 0.920% |
973 | Document management software | Technical Skills | Information mgmt | 4 |
51,439 | 0.865% |
3,975 | 0.769% |
-0.096% | -11.082% |
1020 | Domain name system (DNS) | Technical Skills | Network | 3 |
161,559 | 2.716% |
8,635 | 1.670% |
-1.046% | -38.500% |
61 | Dreamweaver | Technical Skills | Software development | 1 |
21,578 | 0.363% |
389 | 0.075% |
-0.287% | -79.256% |
54 | DSS/GDSS | Technical Skills | Business applications | 5 |
61,859 | 1.040% |
3,886 | 0.752% |
-0.288% | -27.715% |
425 | Dynamic modeling software | Technical Skills | Business applications | 1 |
231 | 0.004% |
35 | 0.007% |
0.003% | 74.342% |
62 | Eclipse | Technical Skills | Software development | 1 |
91,570 | 1.539% |
2,546 | 0.492% |
-1.047% | -68.007% |
1308 | Electronic Commerce | Technical Skills | Business applications | 2 |
212,201 | 3.567% |
10,103 | 1.954% |
-1.613% | -45.216% |
70 | Electronic Data Interchange | Technical Skills | Information mgmt | 2 |
43,114 | 0.725% |
2,225 | 0.430% |
-0.294% | -40.617% |
1023 | Electronic mail software | Technical Skills | Network | 8 |
81,787 | 1.375% |
5,098 | 0.986% |
-0.389% | -28.276% |
1384 | Encryption | Technical Skills | Information mgmt | 1 |
560 | 0.009% |
89 | 0.017% |
0.008% | 82.873% |
1507 | Endpoint | Technical Skills | Security | 1 |
26,869 | 0.452% |
5,539 | 1.071% |
0.620% | 137.207% |
55 | Enterprise Resource Planning | Technical Skills | Business applications | 5 |
257,874 | 4.335% |
19,321 | 3.737% |
-0.598% | -13.788% |
1274 | Enterprise Resource Planning software | Technical Skills | Business applications | 15 |
304,964 | 5.127% |
19,139 | 3.702% |
-1.424% | -27.787% |
1321 | Environmental Certification | Technical Skills | Environmental | 1 |
1,058 | 0.018% |
197 | 0.038% |
0.020% | 114.253% |
1328 | Environmental Cleanup | Technical Skills | Environmental | 3 |
1,981 | 0.033% |
265 | 0.051% |
0.018% | 53.925% |
1329 | Environmental Energy | Technical Skills | Environmental | 25 |
26,442 | 0.444% |
3,337 | 0.645% |
0.201% | 45.214% |
1330 | Environmental Energy Conservation | Technical Skills | Environmental | 12 |
23,006 | 0.387% |
2,886 | 0.558% |
0.171% | 44.345% |
1327 | Environmental Pollution | Technical Skills | Environmental | 27 |
59,602 | 1.002% |
8,079 | 1.563% |
0.561% | 55.971% |
1324 | Environmental Pollution Control | Technical Skills | Environmental | 10 |
12,443 | 0.209% |
1,814 | 0.351% |
0.142% | 67.749% |
1325 | Environmental Pollution Prevention | Technical Skills | Environmental | 10 |
4,937 | 0.083% |
997 | 0.193% |
0.110% | 132.369% |
1326 | Environmental Product Stewardship | Technical Skills | Environmental | 13 |
60,090 | 1.010% |
2,557 | 0.495% |
-0.516% | -51.036% |
1331 | Environmental Science | Technical Skills | Environmental | 2 |
1,771 | 0.030% |
48 | 0.009% |
-0.020% | -68.813% |
1322 | Environmental Technology | Technical Skills | Environmental | 2 |
1,737 | 0.029% |
257 | 0.050% |
0.021% | 70.247% |
1470 | EPRI | Technical Skills | Security | 1 |
206 | 0.003% |
16 | 0.003% |
-0.000% | -10.628% |
1551 | Exabeam | Technical Skills | Security | 1 |
347 | 0.006% |
74 | 0.014% |
0.008% | 145.386% |
461 | Expert system software | Technical Skills | Business applications | 1 |
2,301 | 0.039% |
287 | 0.056% |
0.017% | 43.520% |
1359 | Facebook | Technical Skills | Social Networking | 1 |
549,042 | 9.230% |
7,830 | 1.515% |
-7.715% | -83.590% |
463 | Facilities management software | Technical Skills | Business applications | 4 |
20,995 | 0.353% |
2,596 | 0.502% |
0.149% | 42.277% |
1476 | FedRAMP | Technical Skills | Security | 1 |
6,202 | 0.104% |
1,637 | 0.317% |
0.212% | 203.713% |
1467 | FINRA | Technical Skills | Security | 1 |
4,260 | 0.072% |
1,069 | 0.207% |
0.135% | 188.745% |
1556 | FireEye | Technical Skills | Security | 1 |
3,851 | 0.065% |
274 | 0.053% |
-0.012% | -18.130% |
1464 | FISMA | Technical Skills | Security | 1 |
20,724 | 0.348% |
1,638 | 0.317% |
-0.032% | -9.053% |
468 | Flight control software | Technical Skills | Business applications | 1 |
1,801 | 0.030% |
108 | 0.021% |
-0.009% | -30.999% |
1508 | Flow analysis | Technical Skills | Security | 1 |
7,817 | 0.131% |
556 | 0.108% |
-0.024% | -18.157% |
469 | Flowchart software | Technical Skills | Business applications | 5 |
15,448 | 0.260% |
1,141 | 0.221% |
-0.039% | -15.011% |
1367 | Forensic | Technical Skills | Information mgmt | 2 |
88,917 | 1.495% |
5,975 | 1.156% |
-0.339% | -22.679% |
1552 | Fortinet | Technical Skills | Security | 1 |
5,723 | 0.096% |
772 | 0.149% |
0.053% | 55.217% |
1112 | Fraud Detection | Technical Skills | Security | 1 |
38,162 | 0.642% |
5,474 | 1.059% |
0.417% | 65.052% |
63 | FrontPage | Technical Skills | Software development | 1 |
3,493 | 0.059% |
18 | 0.003% |
-0.055% | -94.070% |
475 | Fund accounting software | Technical Skills | Business applications | 1 |
2,657 | 0.045% |
270 | 0.052% |
0.008% | 16.928% |
1260 | Gaming | Technical Skills | Misc | 2 |
123,212 | 2.071% |
10,387 | 2.009% |
-0.062% | -2.997% |
1468 | GDPR | Technical Skills | Security | 1 |
7,198 | 0.121% |
2,686 | 0.520% |
0.399% | 329.379% |
113 | Generic databases | Technical Skills | Information mgmt | 2 |
782,152 | 13.148% |
50,552 | 9.778% |
-3.370% | -25.631% |
1365 | Google Apps | Technical Skills | Business applications | 4 |
18,464 | 0.310% |
1,823 | 0.353% |
0.042% | 13.608% |
1364 | Google Plus | Technical Skills | Social Networking | 1 |
1,591 | 0.027% |
2 | 0.000% |
-0.026% | -98.554% |
1512 | Governance | Technical Skills | Security | 1 |
197,312 | 3.317% |
32,561 | 6.298% |
2.981% | 89.885% |
1276 | GPS/GIS/Survey software | Technical Skills | Business applications | 33 |
334,233 | 5.619% |
24,795 | 4.796% |
-0.822% | -14.639% |
484 | Graphic software | Technical Skills | Business applications | 16 |
427,519 | 7.187% |
24,855 | 4.808% |
-2.379% | -33.103% |
1176 | Graphical user interface (GUI) | Technical Skills | Software development | 2 |
79,879 | 1.343% |
1,570 | 0.304% |
-1.039% | -77.384% |
1323 | Green IT | Technical Skills | Environmental | 9 |
16,556 | 0.278% |
1,568 | 0.303% |
0.025% | 8.978% |
893 | Guidance systems | Technical Skills | Hardware | 1 |
279 | 0.005% |
18 | 0.003% |
-0.001% | -25.764% |
1371 | Hacking | Technical Skills | Information mgmt | 5 |
29,688 | 0.499% |
2,585 | 0.500% |
0.001% | 0.190% |
895 | Hardware description language (HDL) | Technical Skills | Hardware | 2 |
2,011 | 0.034% |
248 | 0.048% |
0.014% | 41.901% |
1277 | Hardware Design | Technical Skills | Hardware | 21 |
46,273 | 0.778% |
4,092 | 0.792% |
0.014% | 1.755% |
1278 | Hardware Testing | Technical Skills | Hardware | 4 |
14,493 | 0.244% |
1,096 | 0.212% |
-0.032% | -12.984% |
896 | Hazardous materials (HAZMAT) | Technical Skills | Hardware | 2 |
4,502 | 0.076% |
941 | 0.182% |
0.106% | 140.509% |
492 | Helpdesk or call center | Technical Skills | Business applications | 2 |
302,058 | 5.078% |
18,827 | 3.642% |
-1.436% | -28.280% |
1465 | HIPAA | Technical Skills | Security | 1 |
72,607 | 1.221% |
9,337 | 1.806% |
0.586% | 47.971% |
1473 | HITRUST | Technical Skills | Security | 1 |
4,894 | 0.082% |
1,307 | 0.253% |
0.171% | 207.297% |
1377 | Homeland Security | Technical Skills | Information mgmt | 1 |
139,107 | 2.338% |
4,301 | 0.832% |
-1.506% | -64.423% |
1487 | IaaS | Technical Skills | Security | 1 |
23,010 | 0.387% |
4,541 | 0.878% |
0.492% | 127.082% |
114 | IBM databases | Technical Skills | Information mgmt | 2 |
116,422 | 1.957% |
3,513 | 0.680% |
-1.278% | -65.279% |
121 | IBM operating systems | Technical Skills | Business applications | 4 |
88,388 | 1.486% |
1,651 | 0.319% |
-1.166% | -78.507% |
1513 | Identity Access Management | Technical Skills | Security | 2 |
46,875 | 0.788% |
7,568 | 1.464% |
0.676% | 85.775% |
1511 | Identity Governance and Administration | Technical Skills | Security | 1 |
750 | 0.013% |
345 | 0.067% |
0.054% | 429.303% |
898 | Image capture devices | Technical Skills | Hardware | 9 |
31,341 | 0.527% |
3,530 | 0.683% |
0.156% | 29.601% |
524 | Industrial control software | Technical Skills | Business applications | 3 |
26,722 | 0.449% |
3,388 | 0.655% |
0.206% | 45.889% |
1485 | Industrial Control Systems | Technical Skills | Security | 1 |
12,182 | 0.205% |
1,625 | 0.314% |
0.110% | 53.491% |
975 | Information retrieval or search software | Technical Skills | Information mgmt | 5 |
76,762 | 1.290% |
5,876 | 1.137% |
-0.154% | -11.919% |
1375 | Information Security | Technical Skills | Information mgmt | 3 |
257,745 | 4.333% |
31,778 | 6.147% |
1.814% | 41.868% |
899 | Infrared | Technical Skills | Hardware | 1 |
6,827 | 0.115% |
268 | 0.052% |
-0.063% | -54.830% |
1491 | Infrastructure as Code | Technical Skills | Security | 1 |
13,446 | 0.226% |
4,150 | 0.803% |
0.577% | 255.142% |
1180 | Installation | Technical Skills | Software development | 1 |
450,304 | 7.570% |
27,687 | 5.355% |
-2.214% | -29.252% |
901 | Interface definition language (IDL) | Technical Skills | Hardware | 1 |
1,751 | 0.029% |
68 | 0.013% |
-0.016% | -55.314% |
536 | Internet browser software | Technical Skills | Business applications | 4 |
29,274 | 0.492% |
1,219 | 0.236% |
-0.256% | -52.085% |
1483 | Internet of Things | Technical Skills | Security | 1 |
34,024 | 0.572% |
6,818 | 1.319% |
0.747% | 130.578% |
1578 | Internet proxy | Technical Skills | Security | 1 |
745 | 0.013% |
38 | 0.007% |
-0.005% | -41.309% |
1393 | Intrusion Detection | Technical Skills | Information mgmt | 1 |
56,882 | 0.956% |
3,604 | 0.697% |
-0.259% | -27.095% |
541 | Inventory management software | Technical Skills | Business applications | 3 |
36,928 | 0.621% |
3,769 | 0.729% |
0.108% | 17.440% |
1463 | ISO 22301 | Technical Skills | Security | 1 |
153 | 0.003% |
41 | 0.008% |
0.005% | 208.347% |
1459 | ISO 27000 | Technical Skills | Security | 1 |
3,859 | 0.065% |
482 | 0.093% |
0.028% | 43.721% |
1460 | ISO 27001 | Technical Skills | Security | 1 |
19,320 | 0.325% |
3,666 | 0.709% |
0.384% | 118.339% |
1461 | ISO 27002 | Technical Skills | Security | 1 |
2,158 | 0.036% |
191 | 0.037% |
0.001% | 1.842% |
1414 | ISO 9000 | Technical Skills | Software development | 1 |
7,459 | 0.125% |
159 | 0.031% |
-0.095% | -75.472% |
73 | IT Architecture/Standards | Technical Skills | Hardware | 2 |
44,972 | 0.756% |
3,636 | 0.703% |
-0.053% | -6.969% |
1515 | IT Service Management | Technical Skills | Security | 1 |
43,908 | 0.738% |
5,892 | 1.140% |
0.402% | 54.407% |
1481 | ITIL | Technical Skills | Security | 1 |
165,058 | 2.775% |
14,942 | 2.890% |
0.116% | 4.164% |
1357 | Java ME | Technical Skills | Mobile Platforms | 2 |
2,340 | 0.039% |
3 | 0.001% |
-0.039% | -98.525% |
1035 | Kernel | Technical Skills | Network | 1 |
44,586 | 0.750% |
1,322 | 0.256% |
-0.494% | -65.882% |
1442 | Key management | Technical Skills | Security | 1 |
12,077 | 0.203% |
1,076 | 0.208% |
0.005% | 2.518% |
1450 | Kubernetes | Technical Skills | Security | 1 |
42,871 | 0.721% |
15,208 | 2.942% |
2.221% | 308.183% |
1279 | Laser tools | Technical Skills | Hardware | 1 |
103 | 0.002% |
30 | 0.006% |
0.004% | 235.144% |
907 | Lasers | Technical Skills | Hardware | 1 |
1,834 | 0.031% |
152 | 0.029% |
-0.001% | -4.635% |
1516 | Least Privilege | Technical Skills | Security | 1 |
1,741 | 0.029% |
501 | 0.097% |
0.068% | 231.120% |
1038 | License management software | Technical Skills | Network | 1 |
4,283 | 0.072% |
476 | 0.092% |
0.020% | 27.881% |
1361 | LinkedIn | Technical Skills | Social Networking | 1 |
59,042 | 0.993% |
7,108 | 1.375% |
0.382% | 38.527% |
1544 | LogRhythm | Technical Skills | Security | 1 |
1,471 | 0.025% |
158 | 0.031% |
0.006% | 23.592% |
908 | Mainframe computers | Technical Skills | Hardware | 2 |
139,978 | 2.353% |
4,289 | 0.830% |
-1.523% | -64.743% |
124 | Mainframe operating systems | Technical Skills | Business applications | 8 |
68,111 | 1.145% |
2,170 | 0.420% |
-0.725% | -63.340% |
1280 | Mass Storage hardware & software | Technical Skills | Technical applications | 9 |
107,137 | 1.801% |
3,948 | 0.764% |
-1.037% | -57.598% |
580 | Materials requirements planning logistics and supply chain software | Technical Skills | Business applications | 7 |
31,441 | 0.529% |
2,772 | 0.536% |
0.008% | 1.448% |
1549 | McAfee Enterprise Security | Technical Skills | Security | 1 |
161 | 0.003% |
4 | 0.001% |
-0.002% | -71.412% |
1281 | Medical software | Technical Skills | Business applications | 9 |
47,084 | 0.791% |
4,663 | 0.902% |
0.110% | 13.956% |
1452 | Mesos | Technical Skills | Security | 1 |
3,235 | 0.054% |
209 | 0.040% |
-0.014% | -25.661% |
1517 | Metadata analysis | Technical Skills | Security | 1 |
458 | 0.008% |
36 | 0.007% |
-0.001% | -9.555% |
1555 | Micro Focus | Technical Skills | Security | 1 |
3,438 | 0.058% |
333 | 0.064% |
0.007% | 11.451% |
1433 | Micro-segmentation | Technical Skills | Security | 1 |
560 | 0.009% |
173 | 0.033% |
0.024% | 255.472% |
115 | Microsoft databases | Technical Skills | Information mgmt | 5 |
667,670 | 11.224% |
25,973 | 5.024% |
-6.200% | -55.238% |
119 | Microsoft operating systems | Technical Skills | Business applications | 4 |
992,723 | 16.688% |
47,420 | 9.172% |
-7.516% | -45.036% |
1518 | MITRE | Technical Skills | Security | 1 |
9,275 | 0.156% |
1,081 | 0.209% |
0.053% | 34.109% |
1350 | Mobile Platforms | Technical Skills | Mobile Platforms | 1 |
25,853 | 0.435% |
1,107 | 0.214% |
-0.220% | -50.730% |
1581 | Mobile security | Technical Skills | Security | 2 |
4,086 | 0.069% |
365 | 0.071% |
0.002% | 2.788% |
1431 | Multi-Factor Authentication | Technical Skills | Security | 3 |
8,298 | 0.139% |
1,943 | 0.376% |
0.236% | 169.430% |
625 | Multimedia | Technical Skills | Business applications | 1 |
156,667 | 2.634% |
2,230 | 0.431% |
-2.202% | -83.621% |
1362 | MySpace | Technical Skills | Social Networking | 1 |
5,436 | 0.091% |
2 | 0.000% |
-0.091% | -99.577% |
1471 | NERC | Technical Skills | Security | 1 |
6,558 | 0.110% |
860 | 0.166% |
0.056% | 50.895% |
1548 | NetWitness | Technical Skills | Security | 1 |
986 | 0.017% |
99 | 0.019% |
0.003% | 15.533% |
1499 | Network Access Control | Technical Skills | Security | 2 |
12,582 | 0.212% |
929 | 0.180% |
-0.032% | -15.040% |
74 | Network administration | Technical Skills | Hardware | 17 |
1,133,818 | 19.060% |
437,615 | 84.648% |
65.588% | 344.115% |
1282 | Network Administration software | Technical Skills | Network | 18 |
279,866 | 4.705% |
19,455 | 3.763% |
-0.941% | -20.011% |
1519 | Network discovery | Technical Skills | Security | 1 |
776 | 0.013% |
113 | 0.022% |
0.009% | 67.557% |
1283 | Network Hardware | Technical Skills | Network | 11 |
195,303 | 3.283% |
10,267 | 1.986% |
-1.297% | -39.510% |
1284 | Network Monitoring software | Technical Skills | Network | 15 |
137,654 | 2.314% |
7,939 | 1.536% |
-0.778% | -33.637% |
1059 | Network operation system software (NOS) | Technical Skills | Network | 2 |
7,173 | 0.121% |
386 | 0.075% |
-0.046% | -38.080% |
1369 | Network Security | Technical Skills | Information mgmt | 1 |
29,868 | 0.502% |
1,321 | 0.256% |
-0.247% | -49.109% |
1122 | Network security | Technical Skills | Security | 1 |
166,197 | 2.794% |
11,144 | 2.156% |
-0.638% | -22.845% |
1285 | Network Security software | Technical Skills | Security | 37 |
417,140 | 7.012% |
37,447 | 7.243% |
0.231% | 3.296% |
1503 | Network Segmentation | Technical Skills | Network | 1 |
2,346 | 0.039% |
415 | 0.080% |
0.041% | 103.548% |
1286 | Network software | Technical Skills | Network | 6 |
693,982 | 11.666% |
436,081 | 84.351% |
72.685% | 623.046% |
1287 | Network Testing | Technical Skills | Network | 11 |
86,471 | 1.454% |
4,589 | 0.888% |
-0.566% | -38.935% |
1521 | Next Generation Firewall | Technical Skills | Security | 2 |
2,208 | 0.037% |
463 | 0.090% |
0.052% | 141.284% |
1458 | NIST | Technical Skills | Security | 1 |
65,749 | 1.105% |
12,711 | 2.459% |
1.353% | 122.453% |
1065 | Novell network software | Technical Skills | Network | 2 |
6,008 | 0.101% |
91 | 0.018% |
-0.083% | -82.572% |
643 | Oberon | Technical Skills | Business applications | 1 |
563 | 0.009% |
0 | 0.000% |
-0.009% | -100.000% |
1413 | Object Oriented Design | Technical Skills | Software development | 2 |
115,973 | 1.950% |
1,816 | 0.351% |
-1.598% | -81.982% |
41 | Object Oriented Programming | Technical Skills | Software development | 5 |
565,909 | 9.513% |
20,016 | 3.872% |
-5.641% | -59.302% |
1288 | Office Applications | Technical Skills | Business applications | 13 |
889,572 | 14.954% |
78,700 | 15.223% |
0.269% | 1.798% |
71 | Online Analytical Processing | Technical Skills | Information mgmt | 2 |
49,449 | 0.831% |
959 | 0.185% |
-0.646% | -77.684% |
116 | Open-source databases | Technical Skills | Information mgmt | 4 |
276,732 | 4.652% |
14,940 | 2.890% |
-1.762% | -37.879% |
118 | Open-source operating systems | Technical Skills | Business applications | 8 |
798,152 | 13.417% |
38,646 | 7.475% |
-5.942% | -44.286% |
56 | Operating Systems | Technical Skills | Business applications | 3 |
481,844 | 8.100% |
32,252 | 6.239% |
-1.861% | -22.981% |
1482 | Operational Technology | Technical Skills | Security | 1 |
12,761 | 0.215% |
2,147 | 0.415% |
0.201% | 93.595% |
651 | Optical character recognition (OCR) | Technical Skills | Business applications | 3 |
4,288 | 0.072% |
594 | 0.115% |
0.043% | 59.396% |
117 | Oracle databases | Technical Skills | Information mgmt | 1 |
821,937 | 13.817% |
29,018 | 5.613% |
-8.204% | -59.377% |
1529 | Orchestration & Automation | Technical Skills | Security | 1 |
835 | 0.014% |
149 | 0.029% |
0.015% | 105.327% |
1488 | PaaS | Technical Skills | Security | 1 |
26,915 | 0.452% |
5,305 | 1.026% |
0.574% | 126.797% |
1354 | Palm OS | Technical Skills | Mobile Platforms | 3 |
3,396 | 0.057% |
1 | 0.000% |
-0.057% | -99.661% |
1522 | Panorama | Technical Skills | Security | 1 |
1,334 | 0.022% |
275 | 0.053% |
0.031% | 137.205% |
1466 | Payment Card Industry | Technical Skills | Security | 1 |
63,794 | 1.072% |
7,642 | 1.478% |
0.406% | 37.840% |
1376 | Penetration Testing | Technical Skills | Information mgmt | 5 |
179,406 | 3.016% |
20,607 | 3.986% |
0.970% | 32.168% |
1527 | Personal Healthcare Information | Technical Skills | Security | 1 |
6,935 | 0.117% |
1,171 | 0.227% |
0.110% | 94.293% |
1528 | Personally Identifiable Information | Technical Skills | Security | 1 |
7,694 | 0.129% |
1,454 | 0.281% |
0.152% | 117.450% |
1289 | Physical Tools | Technical Skills | Hardware | 1 |
538 | 0.009% |
77 | 0.015% |
0.006% | 64.685% |
683 | Point of sale (POS) | Technical Skills | Business applications | 3 |
35,616 | 0.599% |
3,656 | 0.707% |
0.108% | 18.116% |
1525 | Policy Decision Point | Technical Skills | Security | 1 |
1,645 | 0.028% |
136 | 0.026% |
-0.001% | -4.869% |
1526 | Policy Enforcement Point | Technical Skills | Security | 1 |
1,529 | 0.026% |
125 | 0.024% |
-0.002% | -5.930% |
686 | Polka | Technical Skills | Business applications | 1 |
1,496 | 0.025% |
220 | 0.043% |
0.017% | 69.215% |
931 | Printers | Technical Skills | Hardware | 4 |
69,326 | 1.165% |
8,645 | 1.672% |
0.507% | 43.488% |
1430 | Privileged Account Management | Technical Skills | Security | 2 |
48,789 | 0.820% |
1,308 | 0.253% |
-0.567% | -69.152% |
43 | Programming | Technical Skills | Software development | 1 |
1,319,725 | 22.185% |
79,866 | 15.448% |
-6.737% | -30.365% |
700 | Provisioning | Technical Skills | Business applications | 1 |
82,640 | 1.389% |
7,293 | 1.411% |
0.021% | 1.546% |
1545 | QRadar | Technical Skills | Security | 1 |
2,818 | 0.047% |
293 | 0.057% |
0.009% | 19.639% |
1531 | Quality of Service | Technical Skills | Security | 1 |
47,092 | 0.792% |
2,889 | 0.559% |
-0.233% | -29.409% |
1405 | Rapid Application Development | Technical Skills | Software development | 2 |
23,730 | 0.399% |
435 | 0.084% |
-0.315% | -78.907% |
1553 | Rapid7 | Technical Skills | Security | 1 |
1,639 | 0.028% |
348 | 0.067% |
0.040% | 144.313% |
1258 | Rate Control | Technical Skills | Technical applications | 1 |
220 | 0.004% |
5 | 0.001% |
-0.003% | -73.849% |
1209 | Rational Rose XDE Developer | Technical Skills | Software development | 4 |
50,401 | 0.847% |
384 | 0.074% |
-0.773% | -91.233% |
1077 | Remote control software | Technical Skills | Network | 2 |
6,506 | 0.109% |
559 | 0.108% |
-0.001% | -1.135% |
1214 | Restructured extended executor (REXX) | Technical Skills | Software development | 1 |
2,919 | 0.049% |
92 | 0.018% |
-0.031% | -63.734% |
1379 | Risk Analysis | Technical Skills | Information mgmt | 1 |
38,674 | 0.650% |
3,911 | 0.757% |
0.106% | 16.363% |
1262 | Robotics | Technical Skills | Hardware | 3 |
41,690 | 0.701% |
7,369 | 1.425% |
0.725% | 103.387% |
1532 | Role-Based Access Control | Technical Skills | Security | 3 |
6,883 | 0.116% |
742 | 0.144% |
0.028% | 24.043% |
1318 | RSA | Technical Skills | Security | 1 |
21,066 | 0.354% |
830 | 0.161% |
-0.194% | -54.664% |
1489 | SaaS | Technical Skills | Security | 1 |
123,383 | 2.074% |
18,130 | 3.507% |
1.433% | 69.079% |
1429 | SASE | Technical Skills | Security | 2 |
1,134 | 0.019% |
518 | 0.100% |
0.081% | 425.610% |
1533 | SCCM | Technical Skills | Security | 1 |
27,957 | 0.470% |
3,121 | 0.604% |
0.134% | 28.455% |
44 | SDLC | Technical Skills | Software development | 7 |
645,012 | 10.843% |
40,492 | 7.832% |
-3.011% | -27.765% |
1500 | SecOps | Technical Skills | Security | 2 |
11,707 | 0.197% |
4,765 | 0.922% |
0.725% | 368.343% |
1537 | Secure SDLC | Technical Skills | Security | 1 |
29,233 | 0.491% |
235 | 0.045% |
-0.446% | -90.750% |
1132 | Secure shell (SSH) | Technical Skills | Security | 1 |
453 | 0.008% |
9 | 0.002% |
-0.006% | -77.139% |
1317 | Secure Sockets Layer (SSL) | Technical Skills | Security | 3 |
65,793 | 1.106% |
3,048 | 0.590% |
-0.516% | -46.693% |
1569 | Secure Web Gateway | Technical Skills | Security | 1 |
9,530 | 0.160% |
315 | 0.061% |
-0.099% | -61.967% |
76 | Security | Technical Skills | Hardware | 4 |
3,558,897 | 59.826% |
160,576 | 31.060% |
-28.766% | -48.083% |
1382 | Security Audit | Technical Skills | Information mgmt | 1 |
5,816 | 0.098% |
515 | 0.100% |
0.002% | 1.890% |
1315 | Security Clearance | Technical Skills | Misc | 2 |
493,848 | 8.302% |
32,279 | 6.244% |
-2.058% | -24.790% |
1477 | Security Frameworks | Technical Skills | Security | 1 |
13,572 | 0.228% |
2,929 | 0.567% |
0.338% | 148.326% |
1540 | Security Information and Event Management | Technical Skills | Security | 1 |
27,535 | 0.463% |
5,234 | 1.012% |
0.550% | 118.724% |
1584 | Security Information Management | Technical Skills | Security | 1 |
8,586 | 0.144% |
313 | 0.061% |
-0.084% | -58.053% |
1567 | Security Operations Center | Technical Skills | Security | 1 |
38,563 | 0.648% |
7,916 | 1.531% |
0.883% | 136.201% |
1381 | Security Plan | Technical Skills | Information mgmt | 1 |
6,337 | 0.107% |
699 | 0.135% |
0.029% | 26.923% |
1380 | Security Policy | Technical Skills | Information mgmt | 2 |
103,303 | 1.737% |
11,463 | 2.217% |
0.481% | 27.683% |
1457 | Security Standards | Technical Skills | Security | 1 |
53,881 | 0.906% |
6,963 | 1.347% |
0.441% | 48.699% |
1135 | Security testing software | Technical Skills | Security | 1 |
17,308 | 0.291% |
1,746 | 0.338% |
0.047% | 16.076% |
1550 | Securonix | Technical Skills | Security | 1 |
186 | 0.003% |
15 | 0.003% |
-0.000% | -7.205% |
1538 | Segmentation | Technical Skills | Security | 1 |
24,497 | 0.412% |
3,385 | 0.655% |
0.243% | 58.998% |
60 | Sharepoint Server | Technical Skills | Business applications | 1 |
15,531 | 0.261% |
145 | 0.028% |
-0.233% | -89.257% |
1084 | Signal generators | Technical Skills | Network | 1 |
1,874 | 0.032% |
196 | 0.038% |
0.006% | 20.346% |
1085 | Simple network management protocol (SNMP) | Technical Skills | Network | 1 |
40,338 | 0.678% |
899 | 0.174% |
-0.504% | -74.356% |
1303 | Simple Object Access Protocol (SOAP) | Technical Skills | Software development | 1 |
178,065 | 2.993% |
7,966 | 1.541% |
-1.452% | -48.524% |
1220 | Simulation software | Technical Skills | Software development | 5 |
96,829 | 1.628% |
8,277 | 1.601% |
-0.027% | -1.641% |
1568 | Single Sign-On | Technical Skills | Security | 3 |
36,110 | 0.607% |
3,480 | 0.673% |
0.066% | 10.892% |
1558 | SOAR | Technical Skills | Security | 1 |
3,206 | 0.054% |
987 | 0.191% |
0.137% | 254.242% |
1475 | SOC 2 | Technical Skills | Security | 1 |
6,265 | 0.105% |
1,929 | 0.373% |
0.268% | 254.289% |
1366 | Social Network | Technical Skills | Social Networking | 1 |
14,942 | 0.251% |
464 | 0.090% |
-0.161% | -64.268% |
1358 | Social Networking | Technical Skills | Social Networking | 1 |
26,197 | 0.440% |
997 | 0.193% |
-0.248% | -56.208% |
1534 | Software Defined Network | Technical Skills | Security | 2 |
7,869 | 0.132% |
804 | 0.156% |
0.023% | 17.566% |
1535 | Software Defined Wide Area Network | Technical Skills | Security | 1 |
3,605 | 0.061% |
1,153 | 0.223% |
0.162% | 268.020% |
42 | Software Development | Technical Skills | Software development | 2 |
1,343,083 | 22.578% |
72,855 | 14.092% |
-8.485% | -37.583% |
1291 | Software Development software | Technical Skills | Software development | 3 |
7,839 | 0.132% |
146 | 0.028% |
-0.104% | -78.569% |
1309 | Software Engineering | Technical Skills | Software development | 1 |
839,008 | 14.104% |
62,353 | 12.061% |
-2.043% | -14.486% |
1292 | Software Installation | Technical Skills | Software development | 4 |
655,725 | 11.023% |
53,520 | 10.352% |
-0.671% | -6.084% |
1223 | Software libraries | Technical Skills | Software development | 1 |
1,987 | 0.033% |
158 | 0.031% |
-0.003% | -8.503% |
1293 | Software Maintenance | Technical Skills | Software development | 1 |
34,313 | 0.577% |
1,084 | 0.210% |
-0.367% | -63.649% |
1294 | Software Testing | Technical Skills | Software development | 14 |
619,930 | 10.421% |
47,710 | 9.229% |
-1.193% | -11.445% |
1225 | Source code management (SCM) | Technical Skills | Software development | 5 |
194,054 | 3.262% |
11,892 | 2.300% |
-0.962% | -29.485% |
1541 | Splunk | Technical Skills | Security | 1 |
37,516 | 0.631% |
7,622 | 1.474% |
0.844% | 133.776% |
1229 | Static analysis software | Technical Skills | Software development | 1 |
4,794 | 0.081% |
285 | 0.055% |
-0.025% | -31.594% |
772 | Statistical analysis software | Technical Skills | Business applications | 27 |
513,387 | 8.630% |
53,287 | 10.307% |
1.677% | 19.433% |
774 | Statistical software | Technical Skills | Business applications | 1 |
247,039 | 4.153% |
35,640 | 6.894% |
2.741% | 66.004% |
1230 | Stress testing software | Technical Skills | Software development | 1 |
13,069 | 0.220% |
978 | 0.189% |
-0.031% | -13.892% |
1547 | sumo logic | Technical Skills | Security | 1 |
1,422 | 0.024% |
301 | 0.058% |
0.034% | 143.564% |
122 | Sun operating systems | Technical Skills | Business applications | 3 |
176,976 | 2.975% |
2,575 | 0.498% |
-2.477% | -83.258% |
939 | Surveillance systems | Technical Skills | Hardware | 5 |
64,891 | 1.091% |
6,580 | 1.273% |
0.182% | 16.678% |
1564 | Swimlane | Technical Skills | Security | 1 |
176 | 0.003% |
36 | 0.007% |
0.004% | 135.362% |
791 | Symantec software | Technical Skills | Business applications | 1 |
35,201 | 0.592% |
760 | 0.147% |
-0.445% | -75.157% |
1355 | Symbian | Technical Skills | Mobile Platforms | 1 |
128 | 0.002% |
1 | 0.000% |
-0.002% | -91.010% |
1310 | System Administration | Technical Skills | Network | 4 |
347,102 | 5.835% |
22,472 | 4.347% |
-1.488% | -25.504% |
45 | System Testing | Technical Skills | Software development | 5 |
113,665 | 1.911% |
7,275 | 1.407% |
-0.504% | -26.353% |
46 | Systems Analysis | Technical Skills | Software development | 8 |
452,305 | 7.603% |
33,182 | 6.418% |
-1.185% | -15.585% |
47 | Systems Design | Technical Skills | Software development | 1 |
73,746 | 1.240% |
4,714 | 0.912% |
-0.328% | -26.447% |
1233 | Systems Evaluation | Technical Skills | Software development | 1 |
1,172 | 0.020% |
154 | 0.030% |
0.010% | 51.196% |
1234 | Systems integration | Technical Skills | Software development | 8 |
307,459 | 5.168% |
8,307 | 1.607% |
-3.562% | -68.911% |
75 | TCP/IP | Technical Skills | Hardware | 3 |
268,731 | 4.517% |
11,460 | 2.217% |
-2.301% | -50.930% |
1235 | Technology Design | Technical Skills | Software development | 1 |
9,171 | 0.154% |
536 | 0.104% |
-0.050% | -32.750% |
1236 | Templates | Technical Skills | Software development | 1 |
92,349 | 1.552% |
7,674 | 1.484% |
-0.068% | -4.383% |
1239 | Test implementation | Technical Skills | Software development | 1 |
3,322 | 0.056% |
560 | 0.108% |
0.052% | 93.970% |
1302 | Testing | Technical Skills | Software development | 1 |
1,730,860 | 29.096% |
134,160 | 25.951% |
-3.146% | -10.812% |
1435 | Threat Intelligence | Technical Skills | Security | 1 |
11,122 | 0.187% |
2,420 | 0.468% |
0.281% | 150.368% |
1561 | ThreatConnect | Technical Skills | Security | 1 |
325 | 0.005% |
30 | 0.006% |
0.000% | 6.215% |
1571 | Traffic Analysis | Technical Skills | Security | 1 |
6,274 | 0.105% |
438 | 0.085% |
-0.021% | -19.670% |
1570 | Traffic Capture | Technical Skills | Security | 1 |
219 | 0.004% |
10 | 0.002% |
-0.002% | -47.458% |
1297 | Training software | Technical Skills | Business applications | 3 |
6,759 | 0.114% |
743 | 0.144% |
0.030% | 26.489% |
57 | Transaction Processing Systems | Technical Skills | Business applications | 4 |
7,583 | 0.127% |
329 | 0.064% |
-0.064% | -50.077% |
1360 | Twitter | Technical Skills | Social Networking | 1 |
80,866 | 1.359% |
5,196 | 1.005% |
-0.354% | -26.065% |
1411 | Unified Process | Technical Skills | Software development | 1 |
11,229 | 0.189% |
77 | 0.015% |
-0.174% | -92.110% |
123 | UNIX operating systems | Technical Skills | Business applications | 5 |
711,921 | 11.968% |
16,669 | 3.224% |
-8.743% | -73.058% |
1298 | UNIX Shells | Technical Skills | Business applications | 4 |
157,987 | 2.656% |
5,732 | 1.109% |
-1.547% | -58.252% |
1410 | Use Case | Technical Skills | Software development | 1 |
38,704 | 0.651% |
2,216 | 0.429% |
-0.222% | -34.119% |
1573 | User and Entity Behavior Analytics | Technical Skills | Security | 1 |
365 | 0.006% |
126 | 0.024% |
0.018% | 297.214% |
1572 | User Behavior Analytics | Technical Skills | Security | 1 |
500 | 0.008% |
118 | 0.023% |
0.014% | 171.556% |
48 | User-Interface Design | Technical Skills | Software development | 2 |
351,646 | 5.911% |
19,314 | 3.736% |
-2.175% | -36.801% |
836 | Video creation and editing software | Technical Skills | Business applications | 3 |
19,548 | 0.329% |
891 | 0.172% |
-0.156% | -47.553% |
1574 | Virtual Machine | Technical Skills | Security | 1 |
31,197 | 0.524% |
2,378 | 0.460% |
-0.064% | -12.291% |
840 | Visual Color Discrimination | Technical Skills | Business applications | 2 |
484 | 0.008% |
89 | 0.017% |
0.009% | 111.588% |
64 | Visual Studio | Technical Skills | Software development | 1 |
160,095 | 2.691% |
5,536 | 1.071% |
-1.620% | -60.211% |
843 | Voice dictation & recognition | Technical Skills | Business applications | 2 |
8,581 | 0.144% |
550 | 0.106% |
-0.038% | -26.248% |
77 | Voice/Data Telecom | Technical Skills | Hardware | 10 |
450,652 | 7.576% |
22,871 | 4.424% |
-3.152% | -41.603% |
1575 | Vulnerability Management | Technical Skills | Security | 1 |
26,411 | 0.444% |
4,693 | 0.908% |
0.464% | 104.462% |
1583 | Vulnerability Testing | Technical Skills | Security | 1 |
5,717 | 0.096% |
462 | 0.089% |
-0.007% | -7.013% |
1577 | Web Application Firewall | Technical Skills | Security | 1 |
4,997 | 0.084% |
937 | 0.181% |
0.097% | 115.763% |
1299 | Web Application Server | Technical Skills | Business applications | 8 |
201,362 | 3.385% |
2,797 | 0.541% |
-2.844% | -84.017% |
1248 | Web platform development software | Technical Skills | Software development | 5 |
11,344 | 0.191% |
49 | 0.009% |
-0.181% | -95.030% |
65 | web programmer | Technical Skills | Software development | 4 |
100,909 | 1.696% |
3,046 | 0.589% |
-1.107% | -65.267% |
1579 | Web proxy | Technical Skills | Security | 1 |
2,379 | 0.040% |
210 | 0.041% |
0.001% | 1.571% |
58 | Web servers | Technical Skills | Business applications | 6 |
340,146 | 5.718% |
10,255 | 1.984% |
-3.734% | -65.309% |
49 | Web-based Application Development | Technical Skills | Software development | 2 |
243,538 | 4.094% |
7,756 | 1.500% |
-2.594% | -63.355% |
1356 | Windows CE | Technical Skills | Mobile Platforms | 4 |
23,676 | 0.398% |
119 | 0.023% |
-0.375% | -94.217% |
1102 | Wireless | Technical Skills | Network | 5 |
220,676 | 3.710% |
14,830 | 2.869% |
-0.841% | -22.673% |
1363 | YouTube | Technical Skills | Social Networking | 2 |
17,504 | 0.294% |
2,627 | 0.508% |
0.214% | 72.691% |
1524 | Zero Trust | Technical Skills | Security | 2 |
1,619 | 0.027% |
961 | 0.186% |
0.159% | 583.004% |
79 | .NET | Programming Skills | Current | 1 |
539,914 | 9.076% |
17,090 | 3.306% |
-5.770% | -63.578% |
208 | A mathematical programming language (AMPL) | Programming Skills | Legacy | 1 |
200 | 0.003% |
20 | 0.004% |
0.001% | 15.066% |
209 | A programming language (APL) | Programming Skills | Legacy | 2 |
8,735 | 0.147% |
774 | 0.150% |
0.003% | 1.959% |
99 | Ada | Programming Skills | Legacy | 1 |
39,162 | 0.658% |
7,589 | 1.468% |
0.810% | 122.980% |
80 | AJAX | Programming Skills | Current | 1 |
248,228 | 4.173% |
2,551 | 0.493% |
-3.679% | -88.175% |
210 | Algorithmic language (ALGOL) | Programming Skills | Legacy | 1 |
143 | 0.002% |
3 | 0.001% |
-0.002% | -75.860% |
192 | Apple AppleScript | Programming Skills | Current | 1 |
762 | 0.013% |
37 | 0.007% |
-0.006% | -44.128% |
81 | ASP | Programming Skills | Current | 2 |
337,293 | 5.670% |
7,809 | 1.510% |
-4.160% | -73.360% |
108 | Assembly | Programming Skills | Legacy | 2 |
11,620 | 0.195% |
293 | 0.057% |
-0.139% | -70.986% |
211 | AWK | Programming Skills | Legacy | 1 |
9,019 | 0.152% |
179 | 0.035% |
-0.117% | -77.163% |
83 | C# | Programming Skills | Current | 2 |
554,967 | 9.329% |
23,992 | 4.641% |
-4.688% | -50.255% |
82 | C/C++ | Programming Skills | Current | 3 |
1,335,748 | 22.454% |
390,512 | 75.537% |
53.082% | 236.401% |
193 | Cascading Style Sheets (CSS) | Programming Skills | Current | 2 |
408,643 | 6.869% |
19,756 | 3.821% |
-3.048% | -44.371% |
215 | Categorical abstract machine language (CAML) | Programming Skills | Legacy | 1 |
1,264 | 0.021% |
16 | 0.003% |
-0.018% | -85.435% |
84 | CGI | Programming Skills | Current | 2 |
38,112 | 0.641% |
564 | 0.109% |
-0.532% | -82.972% |
217 | Clipper | Programming Skills | Legacy | 1 |
788 | 0.013% |
16 | 0.003% |
-0.010% | -76.636% |
218 | CLU | Programming Skills | Legacy | 1 |
464 | 0.008% |
13 | 0.003% |
-0.005% | -67.762% |
100 | Cobol | Programming Skills | Legacy | 1 |
36,441 | 0.613% |
1,551 | 0.300% |
-0.313% | -51.026% |
85 | ColdFusion | Programming Skills | Current | 2 |
27,476 | 0.462% |
500 | 0.097% |
-0.365% | -79.061% |
219 | Combined programming language (CPL) | Programming Skills | Legacy | 1 |
705 | 0.012% |
40 | 0.008% |
-0.004% | -34.714% |
195 | Component object model (COM) | Programming Skills | Current | 1 |
586 | 0.010% |
3 | 0.001% |
-0.009% | -94.109% |
125 | Database programming | Programming Skills | Current | 3 |
104,878 | 1.763% |
2,157 | 0.417% |
-1.346% | -76.335% |
1501 | DevOps | Programming Skills | Misc | 1 |
105,413 | 1.772% |
28,268 | 5.468% |
3.696% | 208.566% |
196 | Distributed component object model (DCOM) | Programming Skills | Current | 1 |
6,082 | 0.102% |
34 | 0.007% |
-0.096% | -93.568% |
197 | Document Object Model (DOM) Scripting | Programming Skills | Current | 2 |
238,239 | 4.005% |
212,948 | 41.191% |
37.186% | 928.508% |
221 | Extended self-containing Prolog (ESP) | Programming Skills | Legacy | 1 |
9,332 | 0.157% |
791 | 0.153% |
-0.004% | -2.468% |
199 | Extensible stylesheet language (XSL) | Programming Skills | Current | 4 |
43,162 | 0.726% |
429 | 0.083% |
-0.643% | -88.563% |
109 | Forth | Programming Skills | Legacy | 1 |
34,176 | 0.575% |
9,893 | 1.914% |
1.339% | 233.084% |
102 | Fortran | Programming Skills | Legacy | 1 |
7,961 | 0.134% |
285 | 0.055% |
-0.079% | -58.807% |
86 | HTML/XHTML/DHTML | Programming Skills | Current | 3 |
875,194 | 14.712% |
29,574 | 5.720% |
-8.992% | -61.118% |
222 | J | Programming Skills | Legacy | 1 |
23,267 | 0.391% |
1,883 | 0.364% |
-0.027% | -6.877% |
87 | Java/J2EE/J2P | Programming Skills | Current | 4 |
1,166,777 | 19.614% |
53,280 | 10.306% |
-9.308% | -47.456% |
97 | JavaScript | Programming Skills | Current | 3 |
670,654 | 11.274% |
38,305 | 7.409% |
-3.865% | -34.279% |
89 | JavaServer Faces | Programming Skills | Current | 3 |
37,336 | 0.628% |
512 | 0.099% |
-0.529% | -84.221% |
88 | JavaServer Pages | Programming Skills | Current | 3 |
159,614 | 2.683% |
2,143 | 0.415% |
-2.269% | -84.551% |
223 | Job control language (JCL) | Programming Skills | Legacy | 2 |
23,576 | 0.396% |
762 | 0.147% |
-0.249% | -62.810% |
126 | LAMP | Programming Skills | Current | 1 |
45,621 | 0.767% |
786 | 0.152% |
-0.615% | -80.175% |
104 | Lisp | Programming Skills | Legacy | 1 |
2,936 | 0.049% |
116 | 0.022% |
-0.027% | -54.538% |
224 | Lisp object-oriented programming system (LOOPS) | Programming Skills | Legacy | 1 |
5,017 | 0.084% |
826 | 0.160% |
0.075% | 89.445% |
201 | Microsoft ActiveX | Programming Skills | Current | 1 |
5,693 | 0.096% |
38 | 0.007% |
-0.088% | -92.320% |
107 | Pascal | Programming Skills | Legacy | 1 |
2,100 | 0.035% |
24 | 0.005% |
-0.031% | -86.850% |
90 | Perl | Programming Skills | Current | 1 |
325,430 | 5.471% |
8,651 | 1.673% |
-3.797% | -69.412% |
91 | PHP | Programming Skills | Current | 1 |
198,607 | 3.339% |
7,147 | 1.382% |
-1.956% | -58.593% |
103 | PL/1 | Programming Skills | Legacy | 3 |
966 | 0.016% |
63 | 0.012% |
-0.004% | -24.957% |
105 | Prolog | Programming Skills | Legacy | 1 |
1,915 | 0.032% |
53 | 0.010% |
-0.022% | -68.154% |
95 | Python | Programming Skills | Current | 1 |
451,952 | 7.597% |
63,681 | 12.318% |
4.720% | 62.130% |
227 | R | Programming Skills | Current | 1 |
839,151 | 14.106% |
424,807 | 82.170% |
68.064% | 482.503% |
228 | Register transfer language (RTL) | Programming Skills | Legacy | 1 |
55,681 | 0.936% |
1,019 | 0.197% |
-0.739% | -78.942% |
1216 | Ruby/Ruby on Rails | Programming Skills | Current | 1 |
138,395 | 2.326% |
7,952 | 1.538% |
-0.788% | -33.885% |
205 | Scalable vector graphics (SVG) | Programming Skills | Current | 1 |
2,227 | 0.037% |
112 | 0.022% |
-0.016% | -42.131% |
206 | Scripting languages | Programming Skills | Current | 1 |
117,054 | 1.968% |
8,828 | 1.708% |
-0.260% | -13.219% |
101 | Smalltalk | Programming Skills | Legacy | 1 |
1,123 | 0.019% |
7 | 0.001% |
-0.018% | -92.828% |
92 | SQL | Programming Skills | Current | 3 |
1,547,118 | 26.008% |
81,916 | 15.845% |
-10.163% | -39.075% |
110 | TCL | Programming Skills | Legacy | 1 |
20,762 | 0.349% |
958 | 0.185% |
-0.164% | -46.906% |
98 | Unified Modeling Language | Programming Skills | Current | 2 |
122,116 | 2.053% |
1,747 | 0.338% |
-1.715% | -83.539% |
93 | Visual Basic | Programming Skills | Current | 6 |
302,003 | 5.077% |
8,455 | 1.635% |
-3.441% | -67.786% |
207 | Web service definition language (WSDL) | Programming Skills | Current | 2 |
34,013 | 0.572% |
707 | 0.137% |
-0.435% | -76.082% |
94 | XML | Programming Skills | Current | 2 |
541,759 | 9.107% |
12,941 | 2.503% |
-6.604% | -72.514% |
1342 | Computer Science | Majors | Computer Science | 2 |
3,944,632 | 66.311% |
279,728 | 54.108% |
-12.203% | -18.403% |
1344 | Information Technology | Majors | Information Technology | 3 |
2,370,511 | 39.849% |
149,512 | 28.920% |
-10.929% | -27.426% |
1343 | Management Information Systems | Majors | Management Information Systems | 9 |
1,640,868 | 27.584% |
225,057 | 43.533% |
15.949% | 57.821% |
|