| | All Degree Programs | 2010-10-15 | Jobs Found: | 2,444,037 | 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 | 4,289 | 0.175% |  | 2 | Attention to Details | Soft Skills | Problem-solving skills | 2 | 6,874 | 0.281% |  | 230 | Concern for Others | Soft Skills | Interpersonal skills | 1 | 2 | 0.000% |  | 8 | Conflict Resolution | Soft Skills | Interpersonal skills | 1 | 10,496 | 0.429% |  | 231 | Cooperation | Soft Skills | Interpersonal skills | 1 | 21,497 | 0.880% |  | 3 | Creativity | Soft Skills | Problem-solving skills | 4 | 59,175 | 2.421% |  | 4 | Critical thinking | Soft Skills | Problem-solving skills | 3 | 18,970 | 0.776% |  | 1300 | Flexibility | Soft Skills | Work ethic | 4 | 104,313 | 4.268% |  | 232 | Independence | Soft Skills | Interpersonal skills | 1 | 9,895 | 0.405% |  | 13 | Initiative/Motivation to work | Soft Skills | Work ethic | 5 | 249,893 | 10.225% |  | 256 | Innovation | Soft Skills | Problem-solving skills | 1 | 136,741 | 5.595% |  | 14 | Integrity/Honesty/Ethics | Soft Skills | Work ethic | 4 | 221,220 | 9.051% |  | 9 | Interpersonal Relationships | Soft Skills | Interpersonal skills | 1 | 1,244 | 0.051% |  | 257 | Judgment and Decision Making | Soft Skills | Problem-solving skills | 2 | 122,284 | 5.003% |  | 10 | Leadership | Soft Skills | Interpersonal skills | 1 | 460,468 | 18.840% |  | 258 | Learning | Soft Skills | Problem-solving skills | 1 | 167,504 | 6.854% |  | 1 | Learning Ability | Soft Skills | Problem-solving skills | 3 | 30,898 | 1.264% |  | 236 | Listening | Soft Skills | Language skills | 1 | 46,111 | 1.887% |  | 260 | Mathematics | Soft Skills | Problem-solving skills | 7 | 117,091 | 4.791% |  | 261 | Memorization | Soft Skills | Problem-solving skills | 2 | 95 | 0.004% |  | 18 | Negotiation Skills | Soft Skills | Language skills | 1 | 21,513 | 0.880% |  | 262 | Optimization | Soft Skills | Problem-solving skills | 2 | 95,187 | 3.895% |  | 19 | Oral Communications | Soft Skills | Language skills | 5 | 32,682 | 1.337% |  | 264 | Perceptual Speed | Soft Skills | Problem-solving skills | 1 | 0 | 0.000% |  | 273 | Persistence | Soft Skills | Work ethic | 1 | 5,967 | 0.244% |  | 239 | Persuasion | Soft Skills | Language skills | 1 | 3,122 | 0.128% |  | 1301 | Physical Skill | Soft Skills | Work ethic | 2 | 1,923 | 0.079% |  | 240 | Presentations | Soft Skills | Language skills | 1 | 109,983 | 4.500% |  | 265 | Problem Solving Skills | Soft Skills | Problem-solving skills | 3 | 327,954 | 13.419% |  | 20 | Questioning skills | Soft Skills | Language skills | 1 | 334 | 0.014% |  | 266 | Reaction Time | Soft Skills | Problem-solving skills | 1 | 13 | 0.001% |  | 241 | Reading Comprehension | Soft Skills | Language skills | 1 | 431 | 0.018% |  | 6 | Research skills | Soft Skills | Problem-solving skills | 1 | 4,118 | 0.168% |  | 15 | Responsibility | Soft Skills | Work ethic | 2 | 216,022 | 8.839% |  | 234 | Self Control | Soft Skills | Interpersonal skills | 1 | 134 | 0.005% |  | 11 | Self-esteem | Soft Skills | Interpersonal skills | 1 | 47 | 0.002% |  | 16 | Self-management | Soft Skills | Work ethic | 1 | 1,994 | 0.082% |  | 250 | Stress Tolerance | Soft Skills | Physical skills | 1 | 133 | 0.005% |  | 12 | Teamwork | Soft Skills | Interpersonal skills | 1 | 84,049 | 3.439% |  | 17 | Time Management | Soft Skills | Work ethic | 2 | 64,499 | 2.639% |  | 268 | Visualization | Soft Skills | Problem-solving skills | 2 | 15,587 | 0.638% |  | 7 | Working under pressure | Soft Skills | Problem-solving skills | 1 | 667 | 0.027% |  | 21 | Written Communications | Soft Skills | Language skills | 5 | 324,237 | 13.266% |  | 172 | Account management | Business Skills | Management skills | 1 | 33,799 | 1.383% |  | 22 | Accounting | Business Skills | Business processes | 4 | 349,026 | 14.281% |  | 1263 | Accounting software | Business Skills | Business processes | 24 | 39,021 | 1.597% |  | 174 | Administration | Business Skills | Management skills | 3 | 580,364 | 23.746% |  | 1313 | Analyst | Business Skills | Project management | 1 | 378,786 | 15.498% |  | 175 | Application management | Business Skills | Management skills | 5 | 136,322 | 5.578% |  | 150 | Asset management | Business Skills | Business processes | 1 | 32,217 | 1.318% |  | 151 | Auditing | Business Skills | Business processes | 7 | 141,289 | 5.781% |  | 1264 | Auditing software | Business Skills | Business processes | 10 | 187 | 0.008% |  | 152 | Billing | Business Skills | Business processes | 1 | 73,015 | 2.987% |  | 153 | Bills of Lading | Business Skills | Business processes | 1 | 65 | 0.003% |  | 1314 | Business Analyst | Business Skills | Project management | 1 | 122,637 | 5.018% |  | 35 | Business Intelligence | Business Skills | Strategy skills | 2 | 85,312 | 3.491% |  | 155 | Business performance management (BPM) | Business Skills | Business processes | 2 | 11,152 | 0.456% |  | 23 | Business Process Design/Re-engineering | Business Skills | Business processes | 3 | 93,845 | 3.840% |  | 36 | Business Strategy | Business Skills | Strategy skills | 3 | 422,540 | 17.289% |  | 182 | Calendar and scheduling | Business Skills | Project management | 3 | 97,734 | 3.999% |  | 156 | Capacity planning | Business Skills | Business processes | 1 | 42,022 | 1.719% |  | 28 | Change Management | Business Skills | Management skills | 1 | 76,039 | 3.111% |  | 183 | Content workflow | Business Skills | Project management | 1 | 68 | 0.003% |  | 24 | Contracting and legal | Business Skills | Business processes | 3 | 187,933 | 7.689% |  | 176 | Coordination | Business Skills | Management skills | 1 | 103,210 | 4.223% |  | 157 | Cost accounting | Business Skills | Business processes | 1 | 4,817 | 0.197% |  | 158 | Cost estimation | Business Skills | Business processes | 1 | 1,955 | 0.080% |  | 1312 | Customer Support | Business Skills | Business processes | 6 | 419,383 | 17.159% |  | 1319 | Environmental | Business Skills | Environmental | 26 | 101,261 | 4.143% |  | 1320 | Environmental Strategy | Business Skills | Environmental | 41 | 5,736 | 0.235% |  | 161 | Financial | Business Skills | Business processes | 4 | 617,486 | 25.265% |  | 1275 | Financial Analysis software | Business Skills | Business processes | 27 | 3,658 | 0.150% |  | 177 | Human resources | Business Skills | Management skills | 6 | 230,497 | 9.431% |  | 1316 | Managing/Supervision | Business Skills | Management skills | 5 | 1,052,527 | 43.065% |  | 26 | Marketing | Business Skills | Business processes | 1 | 354,142 | 14.490% |  | 185 | Monitoring | Business Skills | Project management | 1 | 213,643 | 8.741% |  | 179 | Negotiation | Business Skills | Management skills | 1 | 77,612 | 3.176% |  | 163 | Operation and Control | Business Skills | Business processes | 3 | 1,407 | 0.058% |  | 29 | Outsourcing Management | Business Skills | Management skills | 3 | 99,272 | 4.062% |  | 167 | Procurement | Business Skills | Business processes | 1 | 79,362 | 3.247% |  | 1290 | Project Management software | Business Skills | Project management | 5 | 56,971 | 2.331% |  | 33 | Project Management/Planning/Budgeting/Scheduling | Business Skills | Project management | 6 | 394,412 | 16.138% |  | 168 | Quality | Business Skills | Business processes | 1 | 594,268 | 24.315% |  | 34 | Risk Management | Business Skills | Project management | 1 | 64,004 | 2.619% |  | 169 | Service Orientation | Business Skills | Business processes | 1 | 14,494 | 0.593% |  | 27 | Supply Chain Management | Business Skills | Business processes | 3 | 103,061 | 4.217% |  | 1295 | Supply Chain Management software | Business Skills | Business processes | 6 | 7,982 | 0.327% |  | 178 | Teaching | Business Skills | Management skills | 7 | 190,185 | 7.782% |  | 190 | Timekeeping | Business Skills | Project management | 3 | 79,202 | 3.241% |  | 1296 | Timekeeping software | Business Skills | Project management | 5 | 2,407 | 0.098% |  | 171 | Total quality management (TQM) | Business Skills | Business processes | 5 | 3,067 | 0.125% |  | 180 | Troubleshooting | Business Skills | Management skills | 1 | 236,912 | 9.693% |  | 30 | User Relationship Management | Business Skills | Management skills | 1 | 11 | 0.000% |  | 181 | Verification | Business Skills | Management skills | 1 | 62,543 | 2.559% |  | 191 | Workflow | Business Skills | Project management | 1 | 84,691 | 3.465% |  | 31 | Working Globally | Business Skills | Management skills | 3 | 18,480 | 0.756% |  | 32 | Working with Virtual Teams | Business Skills | Management skills | 2 | 3,251 | 0.133% |  | 51 | 4GL | Technical Skills | Software development | 4 | 4,131 | 0.169% |  | 987 | Access servers & software | Technical Skills | Network | 12 | 57,712 | 2.361% |  | 299 | Advanced numerical software | Technical Skills | Business applications | 1 | 0 | 0.000% |  | 38 | Agile Development Methods | Technical Skills | Software development | 3 | 30,547 | 1.250% |  | 304 | Algorithmic software | Technical Skills | Business applications | 1 | 92 | 0.004% |  | 1253 | Analytical or scientific software | Technical Skills | Technical applications | 2 | 2,840 | 0.116% |  | 120 | Apple operating systems | Technical Skills | Business applications | 6 | 38,496 | 1.575% |  | 865 | Application-specific integrated circuit (ASIC) logic synthesis software | Technical Skills | Hardware | 1 | 29,644 | 1.213% |  | 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 | 114 | 0.005% |  | 1265 | Backup & Recovery | Technical Skills | Technical applications | 20 | 163,383 | 6.685% |  | 336 | Borland Delphi | Technical Skills | Business applications | 1 | 3,576 | 0.146% |  | 337 | Borland JBuilder | Technical Skills | Business applications | 1 | 3,423 | 0.140% |  | 338 | Borland Paradox | Technical Skills | Business applications | 1 | 257 | 0.011% |  | 72 | Business Continuity Planning | Technical Skills | Hardware | 2 | 43,533 | 1.781% |  | 352 | Cadence Opus | Technical Skills | Business applications | 1 | 853 | 0.035% |  | 868 | Calculators | Technical Skills | Hardware | 1 | 2,928 | 0.120% |  | 39 | CASE Tools | Technical Skills | Software development | 3 | 147,218 | 6.024% |  | 367 | Categorization or classification software | Technical Skills | Business applications | 4 | 8,222 | 0.336% |  | 112 | Certification | Technical Skills | Misc | 3 | 412,811 | 16.891% |  | 372 | Chart recorders | Technical Skills | Business applications | 1 | 6 | 0.000% |  | 1003 | Circuit evaluation software | Technical Skills | Network | 1 | 16 | 0.001% |  | 78 | Cisco | Technical Skills | Hardware | 1 | 196,984 | 8.060% |  | 1009 | Cisco Systems IOS | Technical Skills | Network | 1 | 9,467 | 0.387% |  | 40 | Client-Server | Technical Skills | Software development | 1 | 59,249 | 2.424% |  | 1011 | Cluster server software | Technical Skills | Network | 10 | 28,566 | 1.169% |  | 1147 | CMAKE | Technical Skills | Software development | 1 | 17 | 0.001% |  | 1151 | Compatibility testing | Technical Skills | Software development | 1 | 593 | 0.024% |  | 1152 | Compilers | Technical Skills | Software development | 20 | 24,574 | 1.005% |  | 1255 | Compliance software | Technical Skills | Technical applications | 13 | 10,354 | 0.424% |  | 385 | Computer aided design (CAD) | Technical Skills | Business applications | 31 | 48,625 | 1.990% |  | 386 | Computer aided manufacturing (CAM) | Technical Skills | Business applications | 25 | 4,338 | 0.177% |  | 875 | Computer diagnostics | Technical Skills | Hardware | 5 | 85,458 | 3.497% |  | 1107 | Computer forensics | Technical Skills | Security | 1 | 6,667 | 0.273% |  | 1266 | Computer Hardware | Technical Skills | Hardware | 22 | 53,960 | 2.208% |  | 390 | Computer Numerical Control (CNC) | Technical Skills | Business applications | 7 | 24,334 | 0.996% |  | 1015 | Computer servers | Technical Skills | Network | 7 | 187,250 | 7.662% |  | 1267 | Computer Utilities | Technical Skills | Misc | 3 | 1,310 | 0.054% |  | 59 | Content Manager | Technical Skills | Business applications | 1 | 3,414 | 0.140% |  | 878 | Controllers | Technical Skills | Hardware | 5 | 15,737 | 0.644% |  | 406 | Customer Acquisition Management (CAM) | Technical Skills | Business applications | 1 | 1,996 | 0.082% |  | 407 | Customer information control system (CICS) | Technical Skills | Business applications | 2 | 9,347 | 0.382% |  | 53 | Customer Relationship Management | Technical Skills | Business applications | 18 | 150,165 | 6.144% |  | 953 | Data acquisition systems | Technical Skills | Information mgmt | 1 | 11,986 | 0.490% |  | 955 | Data compression software | Technical Skills | Information mgmt | 1 | 7,291 | 0.298% |  | 956 | Data conversion software | Technical Skills | Information mgmt | 2 | 9,203 | 0.377% |  | 958 | Data dictionary | Technical Skills | Information mgmt | 1 | 4,976 | 0.204% |  | 959 | Data entry | Technical Skills | Information mgmt | 1 | 137,434 | 5.623% |  | 962 | Data mapping | Technical Skills | Information mgmt | 1 | 8,405 | 0.344% |  | 67 | Data Mining | Technical Skills | Information mgmt | 7 | 59,511 | 2.435% |  | 963 | Data modeling | Technical Skills | Information mgmt | 1 | 57,127 | 2.337% |  | 68 | Data Warehousing | Technical Skills | Information mgmt | 2 | 88,029 | 3.602% |  | 69 | Database Administration | Technical Skills | Information mgmt | 16 | 128,444 | 5.255% |  | 969 | Database design software | Technical Skills | Information mgmt | 22 | 102,416 | 4.190% |  | 1268 | Database Reporting | Technical Skills | Information mgmt | 7 | 35,620 | 1.457% |  | 1269 | Database Security | Technical Skills | Information mgmt | 2 | 220 | 0.009% |  | 1270 | Database Servers | Technical Skills | Information mgmt | 3 | 30,709 | 1.256% |  | 1271 | Database Testing | Technical Skills | Information mgmt | 1 | 1,327 | 0.054% |  | 1160 | Debugging | Technical Skills | Software development | 10 | 122,006 | 4.992% |  | 418 | Desktop publishing software | Technical Skills | Business applications | 21 | 37,144 | 1.520% |  | 1272 | Development Environment | Technical Skills | Software development | 19 | 85,432 | 3.496% |  | 1273 | Digital Imaging | Technical Skills | Hardware | 1 | 1,866 | 0.076% |  | 883 | Digital Signal Processor (DSP) | Technical Skills | Hardware | 2 | 7,718 | 0.316% |  | 423 | Disk operating system (DOS) | Technical Skills | Business applications | 2 | 7,069 | 0.289% |  | 1307 | Doctor of Philosophy | Technical Skills | Misc | 3 | 131,378 | 5.375% |  | 973 | Document management software | Technical Skills | Information mgmt | 10 | 20,701 | 0.847% |  | 1020 | Domain name system (DNS) | Technical Skills | Network | 3 | 57,708 | 2.361% |  | 61 | Dreamweaver | Technical Skills | Software development | 1 | 14,136 | 0.578% |  | 54 | DSS/GDSS | Technical Skills | Business applications | 6 | 28,171 | 1.153% |  | 425 | Dynamic modeling software | Technical Skills | Business applications | 1 | 106 | 0.004% |  | 62 | Eclipse | Technical Skills | Software development | 1 | 34,598 | 1.416% |  | 1308 | Electronic Commerce | Technical Skills | Business applications | 2 | 81,797 | 3.347% |  | 70 | Electronic Data Interchange | Technical Skills | Information mgmt | 2 | 16,411 | 0.671% |  | 1023 | Electronic mail software | Technical Skills | Network | 8 | 33,832 | 1.384% |  | 55 | Enterprise Resource Planning | Technical Skills | Business applications | 5 | 106,016 | 4.338% |  | 1274 | Enterprise Resource Planning software | Technical Skills | Business applications | 32 | 145,893 | 5.969% |  | 1321 | Environmental Certification | Technical Skills | Environmental | 5 | 207 | 0.008% |  | 1328 | Environmental Cleanup | Technical Skills | Environmental | 4 | 319 | 0.013% |  | 1329 | Environmental Energy | Technical Skills | Environmental | 26 | 8,954 | 0.366% |  | 1330 | Environmental Energy Conservation | Technical Skills | Environmental | 11 | 5,857 | 0.240% |  | 1327 | Environmental Pollution | Technical Skills | Environmental | 40 | 26,291 | 1.076% |  | 1324 | Environmental Pollution Control | Technical Skills | Environmental | 30 | 4,619 | 0.189% |  | 1325 | Environmental Pollution Prevention | Technical Skills | Environmental | 32 | 1,447 | 0.059% |  | 1326 | Environmental Product Stewardship | Technical Skills | Environmental | 30 | 35,212 | 1.441% |  | 1331 | Environmental Science | Technical Skills | Environmental | 4 | 1,161 | 0.048% |  | 1322 | Environmental Technology | Technical Skills | Environmental | 2 | 603 | 0.025% |  | 461 | Expert system software | Technical Skills | Business applications | 2 | 820 | 0.034% |  | 463 | Facilities management software | Technical Skills | Business applications | 4 | 8,869 | 0.363% |  | 468 | Flight control software | Technical Skills | Business applications | 1 | 881 | 0.036% |  | 469 | Flowchart software | Technical Skills | Business applications | 6 | 5,056 | 0.207% |  | 1112 | Fraud Detection | Technical Skills | Security | 1 | 10,207 | 0.418% |  | 63 | FrontPage | Technical Skills | Software development | 1 | 2,955 | 0.121% |  | 475 | Fund accounting software | Technical Skills | Business applications | 1 | 1,185 | 0.048% |  | 476 | G-code | Technical Skills | Business applications | 1 | 18 | 0.001% |  | 1260 | Gaming | Technical Skills | Misc | 2 | 39,558 | 1.619% |  | 113 | Generic databases | Technical Skills | Information mgmt | 2 | 280,757 | 11.487% |  | 1276 | GPS/GIS/Survey software | Technical Skills | Business applications | 68 | 145,836 | 5.967% |  | 484 | Graphic software | Technical Skills | Business applications | 32 | 176,257 | 7.212% |  | 1176 | Graphical user interface (GUI) | Technical Skills | Software development | 4 | 42,384 | 1.734% |  | 1323 | Green IT | Technical Skills | Environmental | 10 | 6,070 | 0.248% |  | 893 | Guidance systems | Technical Skills | Hardware | 1 | 139 | 0.006% |  | 895 | Hardware description language (HDL) | Technical Skills | Hardware | 2 | 710 | 0.029% |  | 1277 | Hardware Design | Technical Skills | Hardware | 46 | 18,348 | 0.751% |  | 1278 | Hardware Testing | Technical Skills | Hardware | 11 | 7,344 | 0.300% |  | 896 | Hazardous materials (HAZMAT) | Technical Skills | Hardware | 2 | 1,077 | 0.044% |  | 492 | Helpdesk or call center | Technical Skills | Business applications | 3 | 155,358 | 6.357% |  | 114 | IBM databases | Technical Skills | Information mgmt | 2 | 52,676 | 2.155% |  | 121 | IBM operating systems | Technical Skills | Business applications | 5 | 50,979 | 2.086% |  | 898 | Image capture devices | Technical Skills | Hardware | 14 | 10,356 | 0.424% |  | 524 | Industrial control software | Technical Skills | Business applications | 7 | 10,034 | 0.411% |  | 975 | Information retrieval or search software | Technical Skills | Information mgmt | 6 | 27,096 | 1.109% |  | 899 | Infrared | Technical Skills | Hardware | 1 | 4,637 | 0.190% |  | 1180 | Installation | Technical Skills | Software development | 1 | 190,572 | 7.797% |  | 901 | Interface definition language (IDL) | Technical Skills | Hardware | 2 | 989 | 0.040% |  | 536 | Internet browser software | Technical Skills | Business applications | 4 | 14,625 | 0.598% |  | 541 | Inventory management software | Technical Skills | Business applications | 5 | 13,998 | 0.573% |  | 73 | IT Architecture/Standards | Technical Skills | Hardware | 2 | 18,462 | 0.755% |  | 1035 | Kernel | Technical Skills | Network | 1 | 22,433 | 0.918% |  | 1279 | Laser tools | Technical Skills | Hardware | 2 | 12 | 0.000% |  | 907 | Lasers | Technical Skills | Hardware | 1 | 815 | 0.033% |  | 1038 | License management software | Technical Skills | Network | 1 | 1,176 | 0.048% |  | 908 | Mainframe computers | Technical Skills | Hardware | 2 | 76,580 | 3.133% |  | 124 | Mainframe operating systems | Technical Skills | Business applications | 10 | 36,128 | 1.478% |  | 1280 | Mass Storage hardware & software | Technical Skills | Technical applications | 11 | 49,623 | 2.030% |  | 580 | Materials requirements planning logistics and supply chain software | Technical Skills | Business applications | 25 | 17,410 | 0.712% |  | 1281 | Medical software | Technical Skills | Business applications | 37 | 16,230 | 0.664% |  | 115 | Microsoft databases | Technical Skills | Information mgmt | 5 | 265,640 | 10.869% |  | 119 | Microsoft operating systems | Technical Skills | Business applications | 6 | 443,150 | 18.132% |  | 625 | Multimedia | Technical Skills | Business applications | 1 | 107,330 | 4.392% |  | 74 | Network administration | Technical Skills | Hardware | 12 | 175,622 | 7.186% |  | 1282 | Network Administration software | Technical Skills | Network | 20 | 95,770 | 3.919% |  | 1283 | Network Hardware | Technical Skills | Network | 15 | 81,909 | 3.351% |  | 1284 | Network Monitoring software | Technical Skills | Network | 22 | 45,916 | 1.879% |  | 1059 | Network operation system software (NOS) | Technical Skills | Network | 3 | 3,216 | 0.132% |  | 1122 | Network security | Technical Skills | Security | 1 | 59,957 | 2.453% |  | 1285 | Network Security software | Technical Skills | Security | 46 | 136,465 | 5.584% |  | 1286 | Network software | Technical Skills | Network | 7 | 34,207 | 1.400% |  | 1287 | Network Testing | Technical Skills | Network | 23 | 39,231 | 1.605% |  | 1065 | Novell network software | Technical Skills | Network | 2 | 4,651 | 0.190% |  | 643 | Oberon | Technical Skills | Business applications | 1 | 162 | 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 | 61 | 0.002% |  | 41 | Object Oriented Programming | Technical Skills | Software development | 5 | 224,696 | 9.194% |  | 1288 | Office Applications | Technical Skills | Business applications | 18 | 337,924 | 13.826% |  | 71 | Online Analytical Processing | Technical Skills | Information mgmt | 3 | 23,955 | 0.980% |  | 116 | Open-source databases | Technical Skills | Information mgmt | 4 | 83,942 | 3.435% |  | 118 | Open-source operating systems | Technical Skills | Business applications | 9 | 295,758 | 12.101% |  | 56 | Operating Systems | Technical Skills | Business applications | 3 | 186,471 | 7.630% |  | 651 | Optical character recognition (OCR) | Technical Skills | Business applications | 7 | 1,411 | 0.058% |  | 117 | Oracle databases | Technical Skills | Information mgmt | 1 | 370,406 | 15.155% |  | 1289 | Physical Tools | Technical Skills | Hardware | 3 | 178 | 0.007% |  | 683 | Point of sale (POS) | Technical Skills | Business applications | 3 | 10,602 | 0.434% |  | 686 | Polka | Technical Skills | Business applications | 1 | 2 | 0.000% |  | 931 | Printers | Technical Skills | Hardware | 6 | 19,389 | 0.793% |  | 43 | Programming | Technical Skills | Software development | 1 | 524,459 | 21.459% |  | 700 | Provisioning | Technical Skills | Business applications | 1 | 21,840 | 0.894% |  | 1258 | Rate Control | Technical Skills | Technical applications | 1 | 151 | 0.006% |  | 1209 | Rational Rose XDE Developer | Technical Skills | Software development | 6 | 31,984 | 1.309% |  | 1077 | Remote control software | Technical Skills | Network | 2 | 2,107 | 0.086% |  | 1214 | Restructured extended executor (REXX) | Technical Skills | Software development | 1 | 1,268 | 0.052% |  | 1262 | Robotics | Technical Skills | Hardware | 3 | 7,789 | 0.319% |  | 1318 | RSA | Technical Skills | Security | 1 | 9,132 | 0.374% |  | 1216 | Ruby/Ruby on Rails | Technical Skills | Software development | 1 | 27,624 | 1.130% |  | 44 | SDLC | Technical Skills | Software development | 7 | 209,658 | 8.578% |  | 1132 | Secure shell (SSH) | Technical Skills | Security | 1 | 174 | 0.007% |  | 1317 | Secure Sockets Layer (SSL) | Technical Skills | Security | 3 | 24,065 | 0.985% |  | 76 | Security | Technical Skills | Hardware | 4 | 1,105,359 | 45.227% |  | 1315 | Security Clearance | Technical Skills | Misc | 2 | 247,924 | 10.144% |  | 1135 | Security testing software | Technical Skills | Security | 1 | 4,542 | 0.186% |  | 60 | Sharepoint Server | Technical Skills | Business applications | 1 | 7,198 | 0.295% |  | 1084 | Signal generators | Technical Skills | Network | 3 | 470 | 0.019% |  | 1085 | Simple network management protocol (SNMP) | Technical Skills | Network | 1 | 18,908 | 0.774% |  | 1303 | Simple Object Access Protocol (SOAP) | Technical Skills | Software development | 1 | 53,289 | 2.180% |  | 1220 | Simulation software | Technical Skills | Software development | 13 | 41,057 | 1.680% |  | 42 | Software Development | Technical Skills | Software development | 3 | 590,029 | 24.142% |  | 1291 | Software Development software | Technical Skills | Software development | 8 | 4,707 | 0.193% |  | 1309 | Software Engineering | Technical Skills | Software development | 1 | 360,505 | 14.750% |  | 1292 | Software Installation | Technical Skills | Software development | 6 | 211,630 | 8.659% |  | 1223 | Software libraries | Technical Skills | Software development | 1 | 485 | 0.020% |  | 1293 | Software Maintenance | Technical Skills | Software development | 1 | 12,399 | 0.507% |  | 1294 | Software Testing | Technical Skills | Software development | 15 | 204,638 | 8.373% |  | 1225 | Source code management (SCM) | Technical Skills | Software development | 8 | 62,756 | 2.568% |  | 1229 | Static analysis software | Technical Skills | Software development | 1 | 985 | 0.040% |  | 772 | Statistical analysis software | Technical Skills | Business applications | 62 | 175,797 | 7.193% |  | 1230 | Stress testing software | Technical Skills | Software development | 1 | 4,674 | 0.191% |  | 122 | Sun operating systems | Technical Skills | Business applications | 4 | 108,504 | 4.440% |  | 939 | Surveillance systems | Technical Skills | Hardware | 8 | 27,248 | 1.115% |  | 785 | Survey software | Technical Skills | Business applications | 1 | 0 | 0.000% |  | 791 | Symantec software | Technical Skills | Business applications | 1 | 13,073 | 0.535% |  | 1310 | System Administration | Technical Skills | Network | 4 | 149,834 | 6.131% |  | 45 | System Testing | Technical Skills | Software development | 7 | 39,224 | 1.605% |  | 46 | Systems Analysis | Technical Skills | Software development | 10 | 183,557 | 7.510% |  | 47 | Systems Design | Technical Skills | Software development | 1 | 31,817 | 1.302% |  | 1233 | Systems Evaluation | Technical Skills | Software development | 1 | 383 | 0.016% |  | 1234 | Systems integration | Technical Skills | Software development | 8 | 194,673 | 7.965% |  | 75 | TCP/IP | Technical Skills | Hardware | 3 | 118,498 | 4.848% |  | 1235 | Technology Design | Technical Skills | Software development | 1 | 5,717 | 0.234% |  | 1236 | Templates | Technical Skills | Software development | 1 | 30,512 | 1.248% |  | 1239 | Test implementation | Technical Skills | Software development | 2 | 664 | 0.027% |  | 1302 | Testing | Technical Skills | Software development | 1 | 588,243 | 24.068% |  | 1297 | Training software | Technical Skills | Business applications | 3 | 3,169 | 0.130% |  | 57 | Transaction Processing Systems | Technical Skills | Business applications | 5 | 3,901 | 0.160% |  | 123 | UNIX operating systems | Technical Skills | Business applications | 5 | 365,616 | 14.960% |  | 1298 | UNIX Shells | Technical Skills | Business applications | 6 | 61,311 | 2.509% |  | 48 | User-Interface Design | Technical Skills | Software development | 2 | 123,144 | 5.039% |  | 836 | Video creation and editing software | Technical Skills | Business applications | 4 | 8,475 | 0.347% |  | 840 | Visual Color Discrimination | Technical Skills | Business applications | 2 | 28 | 0.001% |  | 64 | Visual Studio | Technical Skills | Software development | 2 | 57,687 | 2.360% |  | 843 | Voice dictation & recognition | Technical Skills | Business applications | 4 | 3,714 | 0.152% |  | 77 | Voice/Data Telecom | Technical Skills | Hardware | 11 | 236,561 | 9.679% |  | 1299 | Web Application Server | Technical Skills | Business applications | 8 | 104,209 | 4.264% |  | 1248 | Web platform development software | Technical Skills | Software development | 6 | 6,950 | 0.284% |  | 65 | web programmer | Technical Skills | Software development | 4 | 54,827 | 2.243% |  | 58 | Web servers | Technical Skills | Business applications | 6 | 151,984 | 6.219% |  | 49 | Web-based Application Development | Technical Skills | Software development | 2 | 96,891 | 3.964% |  | 1102 | Wireless | Technical Skills | Network | 5 | 92,756 | 3.795% |  | 79 | .NET | Programming Skills | Current | 1 | 228,691 | 9.357% |  | 208 | A mathematical programming language (AMPL) | Programming Skills | Legacy | 2 | 90 | 0.004% |  | 209 | A programming language (APL) | Programming Skills | Legacy | 2 | 3,958 | 0.162% |  | 99 | Ada | Programming Skills | Legacy | 1 | 10,302 | 0.422% |  | 80 | AJAX | Programming Skills | Current | 1 | 112,857 | 4.618% |  | 210 | Algorithmic language (ALGOL) | Programming Skills | Legacy | 2 | 67 | 0.003% |  | 192 | Apple AppleScript | Programming Skills | Current | 1 | 268 | 0.011% |  | 81 | ASP | Programming Skills | Current | 2 | 154,775 | 6.333% |  | 108 | Assembly | Programming Skills | Legacy | 2 | 7,871 | 0.322% |  | 211 | AWK | Programming Skills | Legacy | 1 | 3,953 | 0.162% |  | 212 | B | Programming Skills | Legacy | 1 | 26,892 | 1.100% |  | 213 | Basic combined programming language (BCPL) | Programming Skills | Legacy | 2 | 4 | 0.000% |  | 83 | C# | Programming Skills | Current | 2 | 201,354 | 8.239% |  | 82 | C/C++ | Programming Skills | Current | 3 | 385,148 | 15.759% |  | 193 | Cascading Style Sheets (CSS) | Programming Skills | Current | 2 | 106,618 | 4.362% |  | 215 | Categorical abstract machine language (CAML) | Programming Skills | Legacy | 2 | 367 | 0.015% |  | 84 | CGI | Programming Skills | Current | 2 | 11,324 | 0.463% |  | 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 | 264 | 0.011% |  | 218 | CLU | Programming Skills | Legacy | 3 | 334 | 0.014% |  | 100 | Cobol | Programming Skills | Legacy | 1 | 17,962 | 0.735% |  | 85 | ColdFusion | Programming Skills | Current | 2 | 17,345 | 0.710% |  | 219 | Combined programming language (CPL) | Programming Skills | Legacy | 2 | 428 | 0.018% |  | 195 | Component object model (COM) | Programming Skills | Current | 1 | 305 | 0.012% |  | 125 | Database programming | Programming Skills | Current | 3 | 50,737 | 2.076% |  | 196 | Distributed component object model (DCOM) | Programming Skills | Current | 1 | 4,387 | 0.179% |  | 197 | Document Object Model (DOM) Scripting | Programming Skills | Current | 2 | 12,282 | 0.503% |  | 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 | 3,317 | 0.136% |  | 199 | Extensible stylesheet language (XSL) | Programming Skills | Current | 4 | 23,368 | 0.956% |  | 109 | Forth | Programming Skills | Legacy | 1 | 5,963 | 0.244% |  | 102 | Fortran | Programming Skills | Legacy | 1 | 4,380 | 0.179% |  | 86 | HTML/XHTML/DHTML | Programming Skills | Current | 5 | 446,401 | 18.265% |  | 222 | J | Programming Skills | Legacy | 1 | 10,650 | 0.436% |  | 87 | Java/J2EE/J2P | Programming Skills | Current | 5 | 448,812 | 18.364% |  | 97 | JavaScript | Programming Skills | Current | 3 | 195,573 | 8.002% |  | 89 | JavaServer Faces | Programming Skills | Current | 3 | 17,282 | 0.707% |  | 88 | JavaServer Pages | Programming Skills | Current | 3 | 84,879 | 3.473% |  | 223 | Job control language (JCL) | Programming Skills | Legacy | 2 | 12,457 | 0.510% |  | 126 | LAMP | Programming Skills | Current | 1 | 17,625 | 0.721% |  | 104 | Lisp | Programming Skills | Legacy | 1 | 1,339 | 0.055% |  | 224 | Lisp object-oriented programming system (LOOPS) | Programming Skills | Legacy | 2 | 942 | 0.039% |  | 201 | Microsoft ActiveX | Programming Skills | Current | 1 | 4,040 | 0.165% |  | 106 | Modula-2 | Programming Skills | Legacy | 3 | 14 | 0.001% |  | 204 | Objective-C | Programming Skills | Current | 1 | 2,423 | 0.099% |  | 225 | Oblog | Programming Skills | Legacy | 1 | 0 | 0.000% |  | 226 | Parlog | Programming Skills | Legacy | 1 | 0 | 0.000% |  | 107 | Pascal | Programming Skills | Legacy | 1 | 1,296 | 0.053% |  | 90 | Perl | Programming Skills | Current | 2 | 152,613 | 6.244% |  | 91 | PHP | Programming Skills | Current | 1 | 77,938 | 3.189% |  | 103 | PL/1 | Programming Skills | Legacy | 5 | 379 | 0.016% |  | 105 | Prolog | Programming Skills | Legacy | 2 | 1,141 | 0.047% |  | 95 | Python | Programming Skills | Current | 1 | 66,740 | 2.731% |  | 228 | Register transfer language (RTL) | Programming Skills | Legacy | 2 | 12,211 | 0.500% |  | 205 | Scalable vector graphics (SVG) | Programming Skills | Current | 2 | 765 | 0.031% |  | 206 | Scripting languages | Programming Skills | Current | 1 | 37,059 | 1.516% |  | 111 | Simula | Programming Skills | Legacy | 1 | 16 | 0.001% |  | 101 | Smalltalk | Programming Skills | Legacy | 1 | 799 | 0.033% |  | 92 | SQL | Programming Skills | Current | 3 | 578,213 | 23.658% |  | 229 | String oriented symbolic language (SNOBOL) | Programming Skills | Legacy | 2 | 1 | 0.000% |  | 110 | TCL | Programming Skills | Legacy | 2 | 11,237 | 0.460% |  | 98 | Unified Modeling Language | Programming Skills | Current | 2 | 68,979 | 2.822% |  | 93 | Visual Basic | Programming Skills | Current | 7 | 157,796 | 6.456% |  | 207 | Web service definition language (WSDL) | Programming Skills | Current | 3 | 14,195 | 0.581% |  | 94 | XML | Programming Skills | Current | 2 | 254,487 | 10.413% | 
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