| | All Degree Programs | 2011-03-04 | Jobs Found: | 2,408,826 | Click on column headings to sort | 
|---|
 | Skill ID | Skill Name | Primary Category | Secondary Category | Number of Synonyms | Occurrences | Frequency | 
|---|
 | 252 | Analytical Thinking | Soft Skills | Problem-solving skills | 1 | 4,637 | 0.193% |  | 2 | Attention to Details | Soft Skills | Problem-solving skills | 1 | 7,410 | 0.308% |  | 8 | Conflict Resolution | Soft Skills | Interpersonal skills | 1 | 11,128 | 0.462% |  | 231 | Cooperation | Soft Skills | Interpersonal skills | 1 | 18,959 | 0.787% |  | 3 | Creativity | Soft Skills | Problem-solving skills | 3 | 62,719 | 2.604% |  | 4 | Critical thinking | Soft Skills | Problem-solving skills | 2 | 20,524 | 0.852% |  | 1300 | Flexibility | Soft Skills | Work ethic | 1 | 120,096 | 4.986% |  | 232 | Independence | Soft Skills | Interpersonal skills | 1 | 10,510 | 0.436% |  | 13 | Initiative/Motivation to work | Soft Skills | Work ethic | 5 | 262,341 | 10.891% |  | 256 | Innovation | Soft Skills | Problem-solving skills | 1 | 130,715 | 5.427% |  | 14 | Integrity/Honesty/Ethics | Soft Skills | Work ethic | 4 | 230,457 | 9.567% |  | 9 | Interpersonal Relationships | Soft Skills | Interpersonal skills | 1 | 1,283 | 0.053% |  | 257 | Judgment and Decision Making | Soft Skills | Problem-solving skills | 2 | 131,162 | 5.445% |  | 10 | Leadership | Soft Skills | Interpersonal skills | 1 | 465,841 | 19.339% |  | 258 | Learning | Soft Skills | Problem-solving skills | 1 | 199,843 | 8.296% |  | 1 | Learning Ability | Soft Skills | Problem-solving skills | 1 | 32,766 | 1.360% |  | 236 | Listening | Soft Skills | Language skills | 1 | 59,180 | 2.457% |  | 260 | Mathematics | Soft Skills | Problem-solving skills | 2 | 123,310 | 5.119% |  | 18 | Negotiation Skills | Soft Skills | Language skills | 1 | 20,231 | 0.840% |  | 262 | Optimization | Soft Skills | Problem-solving skills | 1 | 100,798 | 4.185% |  | 19 | Oral Communications | Soft Skills | Language skills | 2 | 34,814 | 1.445% |  | 273 | Persistence | Soft Skills | Work ethic | 1 | 6,591 | 0.274% |  | 239 | Persuasion | Soft Skills | Language skills | 1 | 3,194 | 0.133% |  | 1301 | Physical Skill | Soft Skills | Work ethic | 1 | 1,660 | 0.069% |  | 240 | Presentations | Soft Skills | Language skills | 1 | 113,053 | 4.693% |  | 265 | Problem Solving Skills | Soft Skills | Problem-solving skills | 1 | 354,716 | 14.726% |  | 6 | Research skills | Soft Skills | Problem-solving skills | 1 | 4,190 | 0.174% |  | 15 | Responsibility | Soft Skills | Work ethic | 2 | 219,592 | 9.116% |  | 16 | Self-management | Soft Skills | Work ethic | 1 | 2,088 | 0.087% |  | 12 | Teamwork | Soft Skills | Interpersonal skills | 1 | 89,921 | 3.733% |  | 17 | Time Management | Soft Skills | Work ethic | 1 | 67,974 | 2.822% |  | 268 | Visualization | Soft Skills | Problem-solving skills | 1 | 16,614 | 0.690% |  | 21 | Written Communications | Soft Skills | Language skills | 3 | 337,973 | 14.031% |  | 1341 | Accommodation and Food Service | Business Skills | Industry Segment | 4 | 215,429 | 8.943% |  | 172 | Account management | Business Skills | Management skills | 1 | 27,182 | 1.128% |  | 22 | Accounting | Business Skills | Business processes | 4 | 388,154 | 16.114% |  | 1263 | Accounting software | Business Skills | Business processes | 3 | 49,303 | 2.047% |  | 174 | Administration | Business Skills | Management skills | 3 | 645,779 | 26.809% |  | 1313 | Analyst | Business Skills | Project management | 1 | 405,071 | 16.816% |  | 175 | Application management | Business Skills | Management skills | 5 | 146,936 | 6.100% |  | 150 | Asset management | Business Skills | Business processes | 1 | 30,422 | 1.263% |  | 151 | Auditing | Business Skills | Business processes | 4 | 158,732 | 6.590% |  | 152 | Billing | Business Skills | Business processes | 1 | 82,975 | 3.445% |  | 1314 | Business Analyst | Business Skills | Project management | 1 | 146,375 | 6.077% |  | 35 | Business Intelligence | Business Skills | Strategy skills | 1 | 85,669 | 3.556% |  | 155 | Business performance management (BPM) | Business Skills | Business processes | 2 | 11,652 | 0.484% |  | 23 | Business Process Design/Re-engineering | Business Skills | Business processes | 3 | 49,499 | 2.055% |  | 36 | Business Strategy | Business Skills | Strategy skills | 3 | 426,333 | 17.699% |  | 182 | Calendar and scheduling | Business Skills | Project management | 1 | 97,178 | 4.034% |  | 156 | Capacity planning | Business Skills | Business processes | 1 | 43,172 | 1.792% |  | 28 | Change Management | Business Skills | Management skills | 1 | 74,909 | 3.110% |  | 24 | Contracting and legal | Business Skills | Business processes | 2 | 199,611 | 8.287% |  | 176 | Coordination | Business Skills | Management skills | 1 | 108,107 | 4.488% |  | 157 | Cost accounting | Business Skills | Business processes | 1 | 4,790 | 0.199% |  | 158 | Cost estimation | Business Skills | Business processes | 1 | 2,043 | 0.085% |  | 1312 | Customer Support | Business Skills | Business processes | 6 | 452,909 | 18.802% |  | 1339 | Education | Business Skills | Industry Segment | 1 | 21,311 | 0.885% |  | 1333 | Energy | Business Skills | Industry Segment | 1 | 113,280 | 4.703% |  | 1340 | Entertainment | Business Skills | Industry Segment | 1 | 189,757 | 7.878% |  | 1319 | Environmental | Business Skills | Environmental | 5 | 126,458 | 5.250% |  | 161 | Financial | Business Skills | Business processes | 2 | 654,707 | 27.180% |  | 1275 | Financial Analysis software | Business Skills | Business processes | 1 | 2,199 | 0.091% |  | 1332 | Health Care | Business Skills | Industry Segment | 2 | 458,850 | 19.049% |  | 177 | Human resources | Business Skills | Management skills | 1 | 271,909 | 11.288% |  | 1336 | Insurance | Business Skills | Industry Segment | 1 | 11,526 | 0.478% |  | 1316 | Managing/Supervision | Business Skills | Management skills | 5 | 1,078,152 | 44.758% |  | 1334 | Manufacturing | Business Skills | Industry Segment | 2 | 270,850 | 11.244% |  | 26 | Marketing | Business Skills | Business processes | 1 | 398,280 | 16.534% |  | 185 | Monitoring | Business Skills | Project management | 1 | 228,356 | 9.480% |  | 179 | Negotiation | Business Skills | Management skills | 1 | 78,601 | 3.263% |  | 163 | Operation and Control | Business Skills | Business processes | 1 | 1,221 | 0.051% |  | 29 | Outsourcing Management | Business Skills | Management skills | 1 | 102,752 | 4.266% |  | 167 | Procurement | Business Skills | Business processes | 1 | 86,681 | 3.598% |  | 1290 | Project Management software | Business Skills | Project management | 2 | 61,152 | 2.539% |  | 33 | Project Management/Planning/Budgeting/Scheduling | Business Skills | Project management | 4 | 402,627 | 16.715% |  | 168 | Quality | Business Skills | Business processes | 1 | 636,188 | 26.411% |  | 1337 | Real Estate | Business Skills | Industry Segment | 1 | 171,095 | 7.103% |  | 1335 | Retail | Business Skills | Industry Segment | 2 | 578,886 | 24.032% |  | 34 | Risk Management | Business Skills | Project management | 1 | 65,902 | 2.736% |  | 169 | Service Orientation | Business Skills | Business processes | 1 | 15,567 | 0.646% |  | 27 | Supply Chain Management | Business Skills | Business processes | 3 | 106,577 | 4.424% |  | 1295 | Supply Chain Management software | Business Skills | Business processes | 2 | 4,697 | 0.195% |  | 178 | Teaching | Business Skills | Management skills | 7 | 233,433 | 9.691% |  | 190 | Timekeeping | Business Skills | Project management | 2 | 89,208 | 3.703% |  | 1296 | Timekeeping software | Business Skills | Project management | 1 | 2,529 | 0.105% |  | 171 | Total quality management (TQM) | Business Skills | Business processes | 2 | 3,124 | 0.130% |  | 180 | Troubleshooting | Business Skills | Management skills | 1 | 256,397 | 10.644% |  | 181 | Verification | Business Skills | Management skills | 1 | 65,481 | 2.718% |  | 1338 | Waste Management | Business Skills | Industry Segment | 1 | 3,021 | 0.125% |  | 191 | Workflow | Business Skills | Project management | 1 | 90,957 | 3.776% |  | 31 | Working Globally | Business Skills | Management skills | 2 | 19,687 | 0.817% |  | 32 | Working with Virtual Teams | Business Skills | Management skills | 1 | 3,463 | 0.144% |  | 51 | 4GL | Technical Skills | Software development | 2 | 3,491 | 0.145% |  | 987 | Access servers & software | Technical Skills | Network | 6 | 61,620 | 2.558% |  | 38 | Agile Development Methods | Technical Skills | Software development | 2 | 35,238 | 1.463% |  | 1253 | Analytical or scientific software | Technical Skills | Technical applications | 2 | 3,019 | 0.125% |  | 120 | Apple operating systems | Technical Skills | Business applications | 5 | 41,347 | 1.716% |  | 865 | Application-specific integrated circuit (ASIC) logic synthesis software | Technical Skills | Hardware | 1 | 41,184 | 1.710% |  | 1265 | Backup & Recovery | Technical Skills | Technical applications | 12 | 176,243 | 7.317% |  | 336 | Borland Delphi | Technical Skills | Business applications | 1 | 3,781 | 0.157% |  | 337 | Borland JBuilder | Technical Skills | Business applications | 1 | 3,511 | 0.146% |  | 72 | Business Continuity Planning | Technical Skills | Hardware | 2 | 45,626 | 1.894% |  | 868 | Calculators | Technical Skills | Hardware | 1 | 2,925 | 0.121% |  | 39 | CASE Tools | Technical Skills | Software development | 1 | 139,578 | 5.794% |  | 367 | Categorization or classification software | Technical Skills | Business applications | 1 | 8,949 | 0.372% |  | 112 | Certification | Technical Skills | Misc | 3 | 435,970 | 18.099% |  | 78 | Cisco | Technical Skills | Hardware | 1 | 232,090 | 9.635% |  | 1009 | Cisco Systems IOS | Technical Skills | Network | 1 | 10,760 | 0.447% |  | 40 | Client-Server | Technical Skills | Software development | 1 | 61,446 | 2.551% |  | 1011 | Cluster server software | Technical Skills | Network | 5 | 30,392 | 1.262% |  | 1152 | Compilers | Technical Skills | Software development | 3 | 25,475 | 1.058% |  | 1255 | Compliance software | Technical Skills | Technical applications | 2 | 11,258 | 0.467% |  | 385 | Computer aided design (CAD) | Technical Skills | Business applications | 9 | 58,481 | 2.428% |  | 386 | Computer aided manufacturing (CAM) | Technical Skills | Business applications | 1 | 3,486 | 0.145% |  | 875 | Computer diagnostics | Technical Skills | Hardware | 5 | 90,830 | 3.771% |  | 1107 | Computer forensics | Technical Skills | Security | 1 | 6,866 | 0.285% |  | 1266 | Computer Hardware | Technical Skills | Hardware | 8 | 55,030 | 2.285% |  | 390 | Computer Numerical Control (CNC) | Technical Skills | Business applications | 1 | 35,756 | 1.484% |  | 1015 | Computer servers | Technical Skills | Network | 5 | 200,977 | 8.343% |  | 1267 | Computer Utilities | Technical Skills | Misc | 1 | 1,183 | 0.049% |  | 59 | Content Manager | Technical Skills | Business applications | 1 | 2,798 | 0.116% |  | 878 | Controllers | Technical Skills | Hardware | 2 | 13,780 | 0.572% |  | 406 | Customer Acquisition Management (CAM) | Technical Skills | Business applications | 1 | 2,072 | 0.086% |  | 407 | Customer information control system (CICS) | Technical Skills | Business applications | 1 | 9,839 | 0.408% |  | 53 | Customer Relationship Management | Technical Skills | Business applications | 9 | 147,946 | 6.142% |  | 953 | Data acquisition systems | Technical Skills | Information mgmt | 1 | 12,118 | 0.503% |  | 955 | Data compression software | Technical Skills | Information mgmt | 1 | 7,656 | 0.318% |  | 956 | Data conversion software | Technical Skills | Information mgmt | 1 | 9,629 | 0.400% |  | 958 | Data dictionary | Technical Skills | Information mgmt | 1 | 5,537 | 0.230% |  | 959 | Data entry | Technical Skills | Information mgmt | 1 | 178,913 | 7.427% |  | 962 | Data mapping | Technical Skills | Information mgmt | 1 | 8,653 | 0.359% |  | 67 | Data Mining | Technical Skills | Information mgmt | 2 | 72,181 | 2.997% |  | 963 | Data modeling | Technical Skills | Information mgmt | 1 | 59,908 | 2.487% |  | 68 | Data Warehousing | Technical Skills | Information mgmt | 2 | 95,141 | 3.950% |  | 69 | Database Administration | Technical Skills | Information mgmt | 7 | 134,023 | 5.564% |  | 969 | Database design software | Technical Skills | Information mgmt | 9 | 109,961 | 4.565% |  | 1268 | Database Reporting | Technical Skills | Information mgmt | 1 | 37,943 | 1.575% |  | 1270 | Database Servers | Technical Skills | Information mgmt | 1 | 32,697 | 1.357% |  | 1271 | Database Testing | Technical Skills | Information mgmt | 1 | 1,464 | 0.061% |  | 1160 | Debugging | Technical Skills | Software development | 5 | 131,474 | 5.458% |  | 418 | Desktop publishing software | Technical Skills | Business applications | 7 | 37,115 | 1.541% |  | 1272 | Development Environment | Technical Skills | Software development | 8 | 91,097 | 3.782% |  | 1273 | Digital Imaging | Technical Skills | Hardware | 1 | 1,912 | 0.079% |  | 883 | Digital Signal Processor (DSP) | Technical Skills | Hardware | 1 | 7,686 | 0.319% |  | 423 | Disk operating system (DOS) | Technical Skills | Business applications | 1 | 7,413 | 0.308% |  | 1307 | Doctor of Philosophy | Technical Skills | Misc | 3 | 139,992 | 5.812% |  | 973 | Document management software | Technical Skills | Information mgmt | 2 | 21,181 | 0.879% |  | 1020 | Domain name system (DNS) | Technical Skills | Network | 2 | 63,212 | 2.624% |  | 61 | Dreamweaver | Technical Skills | Software development | 1 | 14,839 | 0.616% |  | 54 | DSS/GDSS | Technical Skills | Business applications | 4 | 29,433 | 1.222% |  | 62 | Eclipse | Technical Skills | Software development | 1 | 37,191 | 1.544% |  | 1308 | Electronic Commerce | Technical Skills | Business applications | 2 | 89,400 | 3.711% |  | 70 | Electronic Data Interchange | Technical Skills | Information mgmt | 2 | 17,625 | 0.732% |  | 1023 | Electronic mail software | Technical Skills | Network | 6 | 35,377 | 1.469% |  | 55 | Enterprise Resource Planning | Technical Skills | Business applications | 4 | 110,676 | 4.595% |  | 1274 | Enterprise Resource Planning software | Technical Skills | Business applications | 6 | 151,223 | 6.278% |  | 1327 | Environmental Pollution | Technical Skills | Environmental | 2 | 32,738 | 1.359% |  | 1324 | Environmental Pollution Control | Technical Skills | Environmental | 1 | 4,006 | 0.166% |  | 1326 | Environmental Product Stewardship | Technical Skills | Environmental | 2 | 46,459 | 1.929% |  | 1331 | Environmental Science | Technical Skills | Environmental | 1 | 1,117 | 0.046% |  | 463 | Facilities management software | Technical Skills | Business applications | 2 | 8,573 | 0.356% |  | 469 | Flowchart software | Technical Skills | Business applications | 1 | 4,485 | 0.186% |  | 1112 | Fraud Detection | Technical Skills | Security | 1 | 10,583 | 0.439% |  | 63 | FrontPage | Technical Skills | Software development | 1 | 2,924 | 0.121% |  | 475 | Fund accounting software | Technical Skills | Business applications | 1 | 1,235 | 0.051% |  | 1260 | Gaming | Technical Skills | Misc | 2 | 45,696 | 1.897% |  | 113 | Generic databases | Technical Skills | Information mgmt | 2 | 302,862 | 12.573% |  | 1276 | GPS/GIS/Survey software | Technical Skills | Business applications | 12 | 153,612 | 6.377% |  | 484 | Graphic software | Technical Skills | Business applications | 7 | 193,726 | 8.042% |  | 1176 | Graphical user interface (GUI) | Technical Skills | Software development | 2 | 45,282 | 1.880% |  | 1323 | Green IT | Technical Skills | Environmental | 3 | 4,822 | 0.200% |  | 1277 | Hardware Design | Technical Skills | Hardware | 5 | 14,244 | 0.591% |  | 1278 | Hardware Testing | Technical Skills | Hardware | 2 | 6,833 | 0.284% |  | 896 | Hazardous materials (HAZMAT) | Technical Skills | Hardware | 1 | 962 | 0.040% |  | 492 | Helpdesk or call center | Technical Skills | Business applications | 2 | 169,028 | 7.017% |  | 114 | IBM databases | Technical Skills | Information mgmt | 2 | 57,357 | 2.381% |  | 121 | IBM operating systems | Technical Skills | Business applications | 2 | 52,686 | 2.187% |  | 898 | Image capture devices | Technical Skills | Hardware | 1 | 9,367 | 0.389% |  | 524 | Industrial control software | Technical Skills | Business applications | 1 | 9,202 | 0.382% |  | 975 | Information retrieval or search software | Technical Skills | Information mgmt | 2 | 29,286 | 1.216% |  | 899 | Infrared | Technical Skills | Hardware | 1 | 4,448 | 0.185% |  | 1180 | Installation | Technical Skills | Software development | 1 | 198,955 | 8.259% |  | 901 | Interface definition language (IDL) | Technical Skills | Hardware | 1 | 1,022 | 0.042% |  | 536 | Internet browser software | Technical Skills | Business applications | 3 | 14,497 | 0.602% |  | 541 | Inventory management software | Technical Skills | Business applications | 2 | 11,220 | 0.466% |  | 73 | IT Architecture/Standards | Technical Skills | Hardware | 2 | 19,173 | 0.796% |  | 1035 | Kernel | Technical Skills | Network | 1 | 24,510 | 1.018% |  | 1038 | License management software | Technical Skills | Network | 1 | 1,246 | 0.052% |  | 908 | Mainframe computers | Technical Skills | Hardware | 1 | 90,622 | 3.762% |  | 124 | Mainframe operating systems | Technical Skills | Business applications | 5 | 36,439 | 1.513% |  | 1280 | Mass Storage hardware & software | Technical Skills | Technical applications | 6 | 52,980 | 2.199% |  | 580 | Materials requirements planning logistics and supply chain software | Technical Skills | Business applications | 3 | 13,178 | 0.547% |  | 1281 | Medical software | Technical Skills | Business applications | 5 | 16,707 | 0.694% |  | 115 | Microsoft databases | Technical Skills | Information mgmt | 5 | 289,236 | 12.007% |  | 119 | Microsoft operating systems | Technical Skills | Business applications | 6 | 471,403 | 19.570% |  | 625 | Multimedia | Technical Skills | Business applications | 1 | 136,792 | 5.679% |  | 74 | Network administration | Technical Skills | Hardware | 10 | 195,956 | 8.135% |  | 1282 | Network Administration software | Technical Skills | Network | 11 | 101,539 | 4.215% |  | 1283 | Network Hardware | Technical Skills | Network | 6 | 86,511 | 3.591% |  | 1284 | Network Monitoring software | Technical Skills | Network | 9 | 49,319 | 2.047% |  | 1059 | Network operation system software (NOS) | Technical Skills | Network | 2 | 2,636 | 0.109% |  | 1122 | Network security | Technical Skills | Security | 1 | 64,314 | 2.670% |  | 1285 | Network Security software | Technical Skills | Security | 20 | 144,896 | 6.015% |  | 1286 | Network software | Technical Skills | Network | 4 | 36,067 | 1.497% |  | 1287 | Network Testing | Technical Skills | Network | 7 | 39,306 | 1.632% |  | 1065 | Novell network software | Technical Skills | Network | 1 | 4,577 | 0.190% |  | 41 | Object Oriented Programming | Technical Skills | Software development | 5 | 242,276 | 10.058% |  | 1288 | Office Applications | Technical Skills | Business applications | 10 | 350,224 | 14.539% |  | 71 | Online Analytical Processing | Technical Skills | Information mgmt | 1 | 25,336 | 1.052% |  | 116 | Open-source databases | Technical Skills | Information mgmt | 3 | 94,882 | 3.939% |  | 118 | Open-source operating systems | Technical Skills | Business applications | 7 | 322,366 | 13.383% |  | 56 | Operating Systems | Technical Skills | Business applications | 3 | 200,535 | 8.325% |  | 651 | Optical character recognition (OCR) | Technical Skills | Business applications | 1 | 1,208 | 0.050% |  | 117 | Oracle databases | Technical Skills | Information mgmt | 1 | 404,814 | 16.805% |  | 683 | Point of sale (POS) | Technical Skills | Business applications | 3 | 11,395 | 0.473% |  | 931 | Printers | Technical Skills | Hardware | 1 | 20,307 | 0.843% |  | 43 | Programming | Technical Skills | Software development | 1 | 561,641 | 23.316% |  | 700 | Provisioning | Technical Skills | Business applications | 1 | 24,327 | 1.010% |  | 1209 | Rational Rose XDE Developer | Technical Skills | Software development | 4 | 32,957 | 1.368% |  | 1077 | Remote control software | Technical Skills | Network | 1 | 2,041 | 0.085% |  | 1214 | Restructured extended executor (REXX) | Technical Skills | Software development | 1 | 1,367 | 0.057% |  | 1262 | Robotics | Technical Skills | Hardware | 2 | 8,087 | 0.336% |  | 1318 | RSA | Technical Skills | Security | 1 | 9,727 | 0.404% |  | 1216 | Ruby/Ruby on Rails | Technical Skills | Software development | 1 | 31,548 | 1.310% |  | 44 | SDLC | Technical Skills | Software development | 6 | 226,588 | 9.407% |  | 1317 | Secure Sockets Layer (SSL) | Technical Skills | Security | 1 | 25,560 | 1.061% |  | 76 | Security | Technical Skills | Hardware | 4 | 1,266,200 | 52.565% |  | 1315 | Security Clearance | Technical Skills | Misc | 2 | 253,443 | 10.521% |  | 1135 | Security testing software | Technical Skills | Security | 1 | 4,878 | 0.203% |  | 60 | Sharepoint Server | Technical Skills | Business applications | 1 | 7,998 | 0.332% |  | 1085 | Simple network management protocol (SNMP) | Technical Skills | Network | 1 | 20,369 | 0.846% |  | 1303 | Simple Object Access Protocol (SOAP) | Technical Skills | Software development | 1 | 60,324 | 2.504% |  | 1220 | Simulation software | Technical Skills | Software development | 2 | 41,196 | 1.710% |  | 42 | Software Development | Technical Skills | Software development | 2 | 646,635 | 26.844% |  | 1291 | Software Development software | Technical Skills | Software development | 1 | 4,713 | 0.196% |  | 1309 | Software Engineering | Technical Skills | Software development | 1 | 409,542 | 17.002% |  | 1292 | Software Installation | Technical Skills | Software development | 2 | 222,054 | 9.218% |  | 1293 | Software Maintenance | Technical Skills | Software development | 1 | 13,837 | 0.574% |  | 1294 | Software Testing | Technical Skills | Software development | 11 | 217,179 | 9.016% |  | 1225 | Source code management (SCM) | Technical Skills | Software development | 5 | 69,207 | 2.873% |  | 1229 | Static analysis software | Technical Skills | Software development | 1 | 1,153 | 0.048% |  | 772 | Statistical analysis software | Technical Skills | Business applications | 10 | 193,436 | 8.030% |  | 1230 | Stress testing software | Technical Skills | Software development | 1 | 5,073 | 0.211% |  | 122 | Sun operating systems | Technical Skills | Business applications | 3 | 114,084 | 4.736% |  | 939 | Surveillance systems | Technical Skills | Hardware | 4 | 27,271 | 1.132% |  | 791 | Symantec software | Technical Skills | Business applications | 1 | 14,399 | 0.598% |  | 1310 | System Administration | Technical Skills | Network | 4 | 157,960 | 6.558% |  | 45 | System Testing | Technical Skills | Software development | 3 | 41,533 | 1.724% |  | 46 | Systems Analysis | Technical Skills | Software development | 6 | 194,437 | 8.072% |  | 47 | Systems Design | Technical Skills | Software development | 1 | 33,704 | 1.399% |  | 1234 | Systems integration | Technical Skills | Software development | 6 | 155,467 | 6.454% |  | 75 | TCP/IP | Technical Skills | Hardware | 3 | 128,245 | 5.324% |  | 1235 | Technology Design | Technical Skills | Software development | 1 | 2,683 | 0.111% |  | 1236 | Templates | Technical Skills | Software development | 1 | 32,500 | 1.349% |  | 1302 | Testing | Technical Skills | Software development | 1 | 624,233 | 25.914% |  | 1297 | Training software | Technical Skills | Business applications | 3 | 3,256 | 0.135% |  | 57 | Transaction Processing Systems | Technical Skills | Business applications | 2 | 2,193 | 0.091% |  | 123 | UNIX operating systems | Technical Skills | Business applications | 3 | 402,217 | 16.698% |  | 1298 | UNIX Shells | Technical Skills | Business applications | 3 | 66,999 | 2.781% |  | 48 | User-Interface Design | Technical Skills | Software development | 2 | 145,260 | 6.030% |  | 836 | Video creation and editing software | Technical Skills | Business applications | 2 | 8,694 | 0.361% |  | 64 | Visual Studio | Technical Skills | Software development | 1 | 63,234 | 2.625% |  | 843 | Voice dictation & recognition | Technical Skills | Business applications | 2 | 3,841 | 0.159% |  | 77 | Voice/Data Telecom | Technical Skills | Hardware | 7 | 243,099 | 10.092% |  | 1299 | Web Application Server | Technical Skills | Business applications | 8 | 108,242 | 4.494% |  | 1248 | Web platform development software | Technical Skills | Software development | 2 | 7,302 | 0.303% |  | 65 | web programmer | Technical Skills | Software development | 4 | 68,799 | 2.856% |  | 58 | Web servers | Technical Skills | Business applications | 5 | 153,928 | 6.390% |  | 49 | Web-based Application Development | Technical Skills | Software development | 2 | 105,365 | 4.374% |  | 1102 | Wireless | Technical Skills | Network | 3 | 98,544 | 4.091% |  | 79 | .NET | Programming Skills | Current | 1 | 257,413 | 10.686% |  | 209 | A programming language (APL) | Programming Skills | Legacy | 2 | 4,016 | 0.167% |  | 99 | Ada | Programming Skills | Legacy | 1 | 9,733 | 0.404% |  | 80 | AJAX | Programming Skills | Current | 1 | 125,725 | 5.219% |  | 81 | ASP | Programming Skills | Current | 2 | 165,016 | 6.850% |  | 108 | Assembly | Programming Skills | Legacy | 1 | 7,710 | 0.320% |  | 211 | AWK | Programming Skills | Legacy | 1 | 4,290 | 0.178% |  | 212 | B | Programming Skills | Legacy | 1 | 31,078 | 1.290% |  | 83 | C# | Programming Skills | Current | 2 | 229,306 | 9.519% |  | 82 | C/C++ | Programming Skills | Current | 3 | 416,602 | 17.295% |  | 193 | Cascading Style Sheets (CSS) | Programming Skills | Current | 2 | 121,173 | 5.030% |  | 84 | CGI | Programming Skills | Current | 1 | 12,226 | 0.508% |  | 100 | Cobol | Programming Skills | Legacy | 1 | 18,996 | 0.789% |  | 85 | ColdFusion | Programming Skills | Current | 2 | 17,945 | 0.745% |  | 125 | Database programming | Programming Skills | Current | 3 | 55,344 | 2.298% |  | 196 | Distributed component object model (DCOM) | Programming Skills | Current | 1 | 4,624 | 0.192% |  | 197 | Document Object Model (DOM) Scripting | Programming Skills | Current | 1 | 13,195 | 0.548% |  | 221 | Extended self-containing Prolog (ESP) | Programming Skills | Legacy | 1 | 3,474 | 0.144% |  | 199 | Extensible stylesheet language (XSL) | Programming Skills | Current | 1 | 24,430 | 1.014% |  | 109 | Forth | Programming Skills | Legacy | 1 | 5,015 | 0.208% |  | 102 | Fortran | Programming Skills | Legacy | 1 | 4,485 | 0.186% |  | 86 | HTML/XHTML/DHTML | Programming Skills | Current | 3 | 451,421 | 18.740% |  | 222 | J | Programming Skills | Legacy | 1 | 9,552 | 0.397% |  | 87 | Java/J2EE/J2P | Programming Skills | Current | 2 | 489,683 | 20.329% |  | 97 | JavaScript | Programming Skills | Current | 2 | 217,794 | 9.041% |  | 89 | JavaServer Faces | Programming Skills | Current | 2 | 18,941 | 0.786% |  | 88 | JavaServer Pages | Programming Skills | Current | 2 | 91,010 | 3.778% |  | 223 | Job control language (JCL) | Programming Skills | Legacy | 1 | 12,502 | 0.519% |  | 126 | LAMP | Programming Skills | Current | 1 | 20,976 | 0.871% |  | 104 | Lisp | Programming Skills | Legacy | 1 | 1,435 | 0.060% |  | 224 | Lisp object-oriented programming system (LOOPS) | Programming Skills | Legacy | 1 | 1,020 | 0.042% |  | 201 | Microsoft ActiveX | Programming Skills | Current | 1 | 4,341 | 0.180% |  | 204 | Objective-C | Programming Skills | Current | 1 | 3,182 | 0.132% |  | 107 | Pascal | Programming Skills | Legacy | 1 | 1,326 | 0.055% |  | 90 | Perl | Programming Skills | Current | 1 | 166,788 | 6.924% |  | 91 | PHP | Programming Skills | Current | 1 | 86,525 | 3.592% |  | 105 | Prolog | Programming Skills | Legacy | 1 | 1,152 | 0.048% |  | 95 | Python | Programming Skills | Current | 1 | 77,059 | 3.199% |  | 228 | Register transfer language (RTL) | Programming Skills | Legacy | 1 | 15,746 | 0.654% |  | 206 | Scripting languages | Programming Skills | Current | 1 | 41,229 | 1.712% |  | 92 | SQL | Programming Skills | Current | 3 | 640,395 | 26.585% |  | 110 | TCL | Programming Skills | Legacy | 1 | 12,200 | 0.506% |  | 98 | Unified Modeling Language | Programming Skills | Current | 2 | 73,235 | 3.040% |  | 93 | Visual Basic | Programming Skills | Current | 5 | 164,450 | 6.827% |  | 207 | Web service definition language (WSDL) | Programming Skills | Current | 1 | 15,730 | 0.653% |  | 94 | XML | Programming Skills | Current | 2 | 276,116 | 11.463% |  | 1342 | Computer Science | Majors | Computer Science | 2 | 1,578,950 | 65.549% |  | 1344 | Information Technology | Majors | Information Technology | 3 | 1,199,159 | 49.782% |  | 1343 | Management Information Systems | Majors | Management Information Systems | 8 | 636,100 | 26.407% | 
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