| | All Degree Programs | 2012-02-27 | Jobs Found: | 2,664,735 | 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 | 5,463 | 0.205% |  | 2 | Attention to Details | Soft Skills | Problem-solving skills | 1 | 8,382 | 0.315% |  | 8 | Conflict Resolution | Soft Skills | Interpersonal skills | 1 | 12,826 | 0.481% |  | 231 | Cooperation | Soft Skills | Interpersonal skills | 1 | 20,651 | 0.775% |  | 3 | Creativity | Soft Skills | Problem-solving skills | 3 | 71,030 | 2.666% |  | 4 | Critical thinking | Soft Skills | Problem-solving skills | 2 | 24,174 | 0.907% |  | 1300 | Flexibility | Soft Skills | Work ethic | 1 | 128,181 | 4.810% |  | 232 | Independence | Soft Skills | Interpersonal skills | 1 | 12,091 | 0.454% |  | 13 | Initiative/Motivation to work | Soft Skills | Work ethic | 5 | 294,960 | 11.069% |  | 256 | Innovation | Soft Skills | Problem-solving skills | 1 | 152,393 | 5.719% |  | 14 | Integrity/Honesty/Ethics | Soft Skills | Work ethic | 4 | 251,799 | 9.449% |  | 9 | Interpersonal Relationships | Soft Skills | Interpersonal skills | 1 | 1,412 | 0.053% |  | 257 | Judgment and Decision Making | Soft Skills | Problem-solving skills | 2 | 151,210 | 5.674% |  | 10 | Leadership | Soft Skills | Interpersonal skills | 1 | 516,323 | 19.376% |  | 258 | Learning | Soft Skills | Problem-solving skills | 1 | 215,737 | 8.096% |  | 1 | Learning Ability | Soft Skills | Problem-solving skills | 1 | 37,917 | 1.423% |  | 236 | Listening | Soft Skills | Language skills | 1 | 63,227 | 2.373% |  | 260 | Mathematics | Soft Skills | Problem-solving skills | 2 | 135,061 | 5.068% |  | 18 | Negotiation Skills | Soft Skills | Language skills | 1 | 22,715 | 0.852% |  | 262 | Optimization | Soft Skills | Problem-solving skills | 1 | 114,980 | 4.315% |  | 19 | Oral Communications | Soft Skills | Language skills | 2 | 39,507 | 1.483% |  | 273 | Persistence | Soft Skills | Work ethic | 1 | 7,947 | 0.298% |  | 239 | Persuasion | Soft Skills | Language skills | 1 | 3,608 | 0.135% |  | 1301 | Physical Skill | Soft Skills | Work ethic | 1 | 1,824 | 0.068% |  | 240 | Presentations | Soft Skills | Language skills | 1 | 125,113 | 4.695% |  | 265 | Problem Solving Skills | Soft Skills | Problem-solving skills | 1 | 410,958 | 15.422% |  | 6 | Research skills | Soft Skills | Problem-solving skills | 1 | 4,536 | 0.170% |  | 15 | Responsibility | Soft Skills | Work ethic | 2 | 245,373 | 9.208% |  | 16 | Self-management | Soft Skills | Work ethic | 1 | 2,396 | 0.090% |  | 12 | Teamwork | Soft Skills | Interpersonal skills | 1 | 101,214 | 3.798% |  | 17 | Time Management | Soft Skills | Work ethic | 1 | 78,802 | 2.957% |  | 268 | Visualization | Soft Skills | Problem-solving skills | 1 | 18,520 | 0.695% |  | 21 | Written Communications | Soft Skills | Language skills | 3 | 379,234 | 14.232% |  | 1341 | Accommodation and Food Service | Business Skills | Industry Segment | 4 | 223,845 | 8.400% |  | 172 | Account management | Business Skills | Management skills | 1 | 29,360 | 1.102% |  | 22 | Accounting | Business Skills | Business processes | 4 | 402,420 | 15.102% |  | 1263 | Accounting software | Business Skills | Business processes | 3 | 50,441 | 1.893% |  | 174 | Administration | Business Skills | Management skills | 3 | 702,988 | 26.381% |  | 1313 | Analyst | Business Skills | Project management | 1 | 449,749 | 16.878% |  | 175 | Application management | Business Skills | Management skills | 5 | 168,467 | 6.322% |  | 150 | Asset management | Business Skills | Business processes | 1 | 34,304 | 1.287% |  | 151 | Auditing | Business Skills | Business processes | 4 | 170,970 | 6.416% |  | 152 | Billing | Business Skills | Business processes | 1 | 87,226 | 3.273% |  | 1314 | Business Analyst | Business Skills | Project management | 1 | 168,195 | 6.312% |  | 35 | Business Intelligence | Business Skills | Strategy skills | 1 | 99,271 | 3.725% |  | 155 | Business performance management (BPM) | Business Skills | Business processes | 2 | 13,804 | 0.518% |  | 23 | Business Process Design/Re-engineering | Business Skills | Business processes | 3 | 51,506 | 1.933% |  | 36 | Business Strategy | Business Skills | Strategy skills | 3 | 474,743 | 17.816% |  | 182 | Calendar and scheduling | Business Skills | Project management | 2 | 108,031 | 4.054% |  | 156 | Capacity planning | Business Skills | Business processes | 1 | 49,493 | 1.857% |  | 28 | Change Management | Business Skills | Management skills | 1 | 87,919 | 3.299% |  | 24 | Contracting and legal | Business Skills | Business processes | 2 | 209,123 | 7.848% |  | 176 | Coordination | Business Skills | Management skills | 1 | 120,311 | 4.515% |  | 157 | Cost accounting | Business Skills | Business processes | 1 | 5,048 | 0.189% |  | 158 | Cost estimation | Business Skills | Business processes | 1 | 2,232 | 0.084% |  | 1312 | Customer Support | Business Skills | Business processes | 6 | 523,230 | 19.635% |  | 1339 | Education | Business Skills | Industry Segment | 1 | 23,888 | 0.896% |  | 1333 | Energy | Business Skills | Industry Segment | 1 | 125,648 | 4.715% |  | 1340 | Entertainment | Business Skills | Industry Segment | 1 | 193,348 | 7.256% |  | 1319 | Environmental | Business Skills | Environmental | 5 | 132,098 | 4.957% |  | 161 | Financial | Business Skills | Business processes | 2 | 708,688 | 26.595% |  | 1275 | Financial Analysis software | Business Skills | Business processes | 1 | 2,327 | 0.087% |  | 1332 | Health Care | Business Skills | Industry Segment | 2 | 487,130 | 18.281% |  | 177 | Human resources | Business Skills | Management skills | 1 | 280,645 | 10.532% |  | 1336 | Insurance | Business Skills | Industry Segment | 1 | 13,368 | 0.502% |  | 1316 | Managing/Supervision | Business Skills | Management skills | 5 | 1,165,158 | 43.725% |  | 1334 | Manufacturing | Business Skills | Industry Segment | 2 | 283,219 | 10.628% |  | 26 | Marketing | Business Skills | Business processes | 1 | 416,952 | 15.647% |  | 185 | Monitoring | Business Skills | Project management | 1 | 259,891 | 9.753% |  | 179 | Negotiation | Business Skills | Management skills | 1 | 88,013 | 3.303% |  | 163 | Operation and Control | Business Skills | Business processes | 1 | 1,330 | 0.050% |  | 29 | Outsourcing Management | Business Skills | Management skills | 1 | 109,083 | 4.094% |  | 167 | Procurement | Business Skills | Business processes | 1 | 91,205 | 3.423% |  | 1290 | Project Management software | Business Skills | Project management | 2 | 69,623 | 2.613% |  | 33 | Project Management/Planning/Budgeting/Scheduling | Business Skills | Project management | 5 | 453,260 | 17.010% |  | 168 | Quality | Business Skills | Business processes | 1 | 719,200 | 26.990% |  | 1337 | Real Estate | Business Skills | Industry Segment | 2 | 172,616 | 6.478% |  | 1335 | Retail | Business Skills | Industry Segment | 2 | 622,636 | 23.366% |  | 34 | Risk Management | Business Skills | Project management | 1 | 73,076 | 2.742% |  | 169 | Service Orientation | Business Skills | Business processes | 1 | 17,788 | 0.668% |  | 27 | Supply Chain Management | Business Skills | Business processes | 3 | 114,358 | 4.292% |  | 1295 | Supply Chain Management software | Business Skills | Business processes | 2 | 5,166 | 0.194% |  | 178 | Teaching | Business Skills | Management skills | 7 | 239,549 | 8.990% |  | 190 | Timekeeping | Business Skills | Project management | 2 | 91,999 | 3.452% |  | 1296 | Timekeeping software | Business Skills | Project management | 1 | 2,859 | 0.107% |  | 171 | Total quality management (TQM) | Business Skills | Business processes | 2 | 3,420 | 0.128% |  | 180 | Troubleshooting | Business Skills | Management skills | 1 | 295,531 | 11.090% |  | 181 | Verification | Business Skills | Management skills | 1 | 72,634 | 2.726% |  | 1338 | Waste Management | Business Skills | Industry Segment | 1 | 3,210 | 0.120% |  | 191 | Workflow | Business Skills | Project management | 1 | 104,546 | 3.923% |  | 31 | Working Globally | Business Skills | Management skills | 2 | 20,380 | 0.765% |  | 32 | Working with Virtual Teams | Business Skills | Management skills | 1 | 4,026 | 0.151% |  | 51 | 4GL | Technical Skills | Software development | 2 | 3,742 | 0.140% |  | 987 | Access servers & software | Technical Skills | Network | 6 | 70,923 | 2.662% |  | 38 | Agile Development Methods | Technical Skills | Software development | 2 | 44,770 | 1.680% |  | 1253 | Analytical or scientific software | Technical Skills | Technical applications | 2 | 3,274 | 0.123% |  | 120 | Apple operating systems | Technical Skills | Business applications | 5 | 48,742 | 1.829% |  | 865 | Application-specific integrated circuit (ASIC) logic synthesis software | Technical Skills | Hardware | 1 | 41,461 | 1.556% |  | 1265 | Backup & Recovery | Technical Skills | Technical applications | 12 | 199,439 | 7.484% |  | 336 | Borland Delphi | Technical Skills | Business applications | 1 | 4,115 | 0.154% |  | 337 | Borland JBuilder | Technical Skills | Business applications | 1 | 3,700 | 0.139% |  | 72 | Business Continuity Planning | Technical Skills | Hardware | 2 | 49,144 | 1.844% |  | 352 | Cadence Opus | Technical Skills | Business applications | 1 | 1,340 | 0.050% |  | 868 | Calculators | Technical Skills | Hardware | 1 | 2,981 | 0.112% |  | 39 | CASE Tools | Technical Skills | Software development | 1 | 151,462 | 5.684% |  | 367 | Categorization or classification software | Technical Skills | Business applications | 1 | 10,035 | 0.377% |  | 112 | Certification | Technical Skills | Misc | 3 | 482,766 | 18.117% |  | 78 | Cisco | Technical Skills | Hardware | 1 | 245,459 | 9.211% |  | 1009 | Cisco Systems IOS | Technical Skills | Network | 1 | 15,807 | 0.593% |  | 40 | Client-Server | Technical Skills | Software development | 1 | 67,055 | 2.516% |  | 1011 | Cluster server software | Technical Skills | Network | 5 | 35,430 | 1.330% |  | 1152 | Compilers | Technical Skills | Software development | 3 | 27,247 | 1.023% |  | 1255 | Compliance software | Technical Skills | Technical applications | 2 | 12,582 | 0.472% |  | 385 | Computer aided design (CAD) | Technical Skills | Business applications | 9 | 59,874 | 2.247% |  | 386 | Computer aided manufacturing (CAM) | Technical Skills | Business applications | 1 | 3,756 | 0.141% |  | 875 | Computer diagnostics | Technical Skills | Hardware | 5 | 101,676 | 3.816% |  | 1107 | Computer forensics | Technical Skills | Security | 1 | 7,263 | 0.273% |  | 1266 | Computer Hardware | Technical Skills | Hardware | 8 | 60,106 | 2.256% |  | 390 | Computer Numerical Control (CNC) | Technical Skills | Business applications | 1 | 35,970 | 1.350% |  | 1015 | Computer servers | Technical Skills | Network | 5 | 230,482 | 8.649% |  | 1267 | Computer Utilities | Technical Skills | Misc | 1 | 1,314 | 0.049% |  | 59 | Content Manager | Technical Skills | Business applications | 1 | 3,050 | 0.114% |  | 878 | Controllers | Technical Skills | Hardware | 2 | 15,001 | 0.563% |  | 406 | Customer Acquisition Management (CAM) | Technical Skills | Business applications | 1 | 2,270 | 0.085% |  | 407 | Customer information control system (CICS) | Technical Skills | Business applications | 1 | 10,942 | 0.411% |  | 53 | Customer Relationship Management | Technical Skills | Business applications | 9 | 163,313 | 6.129% |  | 953 | Data acquisition systems | Technical Skills | Information mgmt | 1 | 13,029 | 0.489% |  | 955 | Data compression software | Technical Skills | Information mgmt | 1 | 8,477 | 0.318% |  | 956 | Data conversion software | Technical Skills | Information mgmt | 1 | 11,233 | 0.422% |  | 958 | Data dictionary | Technical Skills | Information mgmt | 1 | 6,500 | 0.244% |  | 959 | Data entry | Technical Skills | Information mgmt | 1 | 179,837 | 6.749% |  | 962 | Data mapping | Technical Skills | Information mgmt | 1 | 10,510 | 0.394% |  | 67 | Data Mining | Technical Skills | Information mgmt | 2 | 75,787 | 2.844% |  | 963 | Data modeling | Technical Skills | Information mgmt | 1 | 71,044 | 2.666% |  | 68 | Data Warehousing | Technical Skills | Information mgmt | 2 | 112,053 | 4.205% |  | 69 | Database Administration | Technical Skills | Information mgmt | 7 | 152,840 | 5.736% |  | 969 | Database design software | Technical Skills | Information mgmt | 10 | 125,937 | 4.726% |  | 1268 | Database Reporting | Technical Skills | Information mgmt | 1 | 42,657 | 1.601% |  | 1270 | Database Servers | Technical Skills | Information mgmt | 1 | 36,849 | 1.383% |  | 1271 | Database Testing | Technical Skills | Information mgmt | 1 | 1,717 | 0.064% |  | 1160 | Debugging | Technical Skills | Software development | 5 | 152,446 | 5.721% |  | 418 | Desktop publishing software | Technical Skills | Business applications | 7 | 39,423 | 1.479% |  | 1272 | Development Environment | Technical Skills | Software development | 8 | 104,533 | 3.923% |  | 1273 | Digital Imaging | Technical Skills | Hardware | 1 | 1,959 | 0.074% |  | 883 | Digital Signal Processor (DSP) | Technical Skills | Hardware | 1 | 8,147 | 0.306% |  | 423 | Disk operating system (DOS) | Technical Skills | Business applications | 1 | 8,206 | 0.308% |  | 1307 | Doctor of Philosophy | Technical Skills | Misc | 3 | 144,369 | 5.418% |  | 973 | Document management software | Technical Skills | Information mgmt | 2 | 23,819 | 0.894% |  | 1020 | Domain name system (DNS) | Technical Skills | Network | 2 | 72,218 | 2.710% |  | 61 | Dreamweaver | Technical Skills | Software development | 1 | 15,954 | 0.599% |  | 54 | DSS/GDSS | Technical Skills | Business applications | 4 | 32,765 | 1.230% |  | 62 | Eclipse | Technical Skills | Software development | 1 | 44,288 | 1.662% |  | 1308 | Electronic Commerce | Technical Skills | Business applications | 2 | 104,436 | 3.919% |  | 70 | Electronic Data Interchange | Technical Skills | Information mgmt | 2 | 20,496 | 0.769% |  | 1023 | Electronic mail software | Technical Skills | Network | 6 | 39,884 | 1.497% |  | 55 | Enterprise Resource Planning | Technical Skills | Business applications | 4 | 124,886 | 4.687% |  | 1274 | Enterprise Resource Planning software | Technical Skills | Business applications | 7 | 165,938 | 6.227% |  | 1330 | Environmental Energy Conservation | Technical Skills | Environmental | 1 | 5,350 | 0.201% |  | 1327 | Environmental Pollution | Technical Skills | Environmental | 4 | 34,698 | 1.302% |  | 1324 | Environmental Pollution Control | Technical Skills | Environmental | 1 | 4,151 | 0.156% |  | 1326 | Environmental Product Stewardship | Technical Skills | Environmental | 2 | 46,819 | 1.757% |  | 1331 | Environmental Science | Technical Skills | Environmental | 1 | 1,118 | 0.042% |  | 463 | Facilities management software | Technical Skills | Business applications | 3 | 9,521 | 0.357% |  | 469 | Flowchart software | Technical Skills | Business applications | 1 | 5,126 | 0.192% |  | 1112 | Fraud Detection | Technical Skills | Security | 1 | 11,852 | 0.445% |  | 63 | FrontPage | Technical Skills | Software development | 1 | 3,010 | 0.113% |  | 475 | Fund accounting software | Technical Skills | Business applications | 1 | 1,403 | 0.053% |  | 1260 | Gaming | Technical Skills | Misc | 2 | 49,186 | 1.846% |  | 113 | Generic databases | Technical Skills | Information mgmt | 2 | 345,772 | 12.976% |  | 1276 | GPS/GIS/Survey software | Technical Skills | Business applications | 12 | 167,249 | 6.276% |  | 484 | Graphic software | Technical Skills | Business applications | 7 | 214,176 | 8.037% |  | 1176 | Graphical user interface (GUI) | Technical Skills | Software development | 2 | 50,338 | 1.889% |  | 1323 | Green IT | Technical Skills | Environmental | 3 | 5,372 | 0.202% |  | 1277 | Hardware Design | Technical Skills | Hardware | 6 | 16,312 | 0.612% |  | 1278 | Hardware Testing | Technical Skills | Hardware | 2 | 7,138 | 0.268% |  | 896 | Hazardous materials (HAZMAT) | Technical Skills | Hardware | 1 | 1,002 | 0.038% |  | 492 | Helpdesk or call center | Technical Skills | Business applications | 2 | 178,497 | 6.698% |  | 114 | IBM databases | Technical Skills | Information mgmt | 2 | 65,947 | 2.475% |  | 121 | IBM operating systems | Technical Skills | Business applications | 2 | 58,635 | 2.200% |  | 898 | Image capture devices | Technical Skills | Hardware | 1 | 10,228 | 0.384% |  | 524 | Industrial control software | Technical Skills | Business applications | 1 | 9,826 | 0.369% |  | 975 | Information retrieval or search software | Technical Skills | Information mgmt | 2 | 33,130 | 1.243% |  | 899 | Infrared | Technical Skills | Hardware | 1 | 4,487 | 0.168% |  | 1180 | Installation | Technical Skills | Software development | 1 | 222,087 | 8.334% |  | 901 | Interface definition language (IDL) | Technical Skills | Hardware | 1 | 1,053 | 0.040% |  | 536 | Internet browser software | Technical Skills | Business applications | 3 | 15,642 | 0.587% |  | 541 | Inventory management software | Technical Skills | Business applications | 2 | 12,376 | 0.464% |  | 73 | IT Architecture/Standards | Technical Skills | Hardware | 2 | 21,278 | 0.799% |  | 1035 | Kernel | Technical Skills | Network | 1 | 26,554 | 0.996% |  | 1038 | License management software | Technical Skills | Network | 1 | 1,482 | 0.056% |  | 908 | Mainframe computers | Technical Skills | Hardware | 1 | 96,380 | 3.617% |  | 124 | Mainframe operating systems | Technical Skills | Business applications | 5 | 39,217 | 1.472% |  | 1280 | Mass Storage hardware & software | Technical Skills | Technical applications | 6 | 59,560 | 2.235% |  | 580 | Materials requirements planning logistics and supply chain software | Technical Skills | Business applications | 3 | 14,192 | 0.533% |  | 1281 | Medical software | Technical Skills | Business applications | 5 | 18,083 | 0.679% |  | 115 | Microsoft databases | Technical Skills | Information mgmt | 5 | 334,863 | 12.566% |  | 119 | Microsoft operating systems | Technical Skills | Business applications | 6 | 526,616 | 19.762% |  | 625 | Multimedia | Technical Skills | Business applications | 1 | 138,630 | 5.202% |  | 74 | Network administration | Technical Skills | Hardware | 10 | 212,743 | 7.984% |  | 1282 | Network Administration software | Technical Skills | Network | 11 | 116,565 | 4.374% |  | 1283 | Network Hardware | Technical Skills | Network | 6 | 96,821 | 3.633% |  | 1284 | Network Monitoring software | Technical Skills | Network | 9 | 57,145 | 2.144% |  | 1059 | Network operation system software (NOS) | Technical Skills | Network | 2 | 3,190 | 0.120% |  | 1122 | Network security | Technical Skills | Security | 1 | 73,047 | 2.741% |  | 1285 | Network Security software | Technical Skills | Security | 20 | 163,145 | 6.122% |  | 1286 | Network software | Technical Skills | Network | 4 | 41,143 | 1.544% |  | 1287 | Network Testing | Technical Skills | Network | 7 | 43,320 | 1.626% |  | 1065 | Novell network software | Technical Skills | Network | 1 | 4,791 | 0.180% |  | 41 | Object Oriented Programming | Technical Skills | Software development | 5 | 278,466 | 10.450% |  | 1288 | Office Applications | Technical Skills | Business applications | 10 | 388,315 | 14.572% |  | 71 | Online Analytical Processing | Technical Skills | Information mgmt | 1 | 29,485 | 1.106% |  | 116 | Open-source databases | Technical Skills | Information mgmt | 3 | 111,605 | 4.188% |  | 118 | Open-source operating systems | Technical Skills | Business applications | 7 | 367,044 | 13.774% |  | 56 | Operating Systems | Technical Skills | Business applications | 3 | 225,755 | 8.472% |  | 651 | Optical character recognition (OCR) | Technical Skills | Business applications | 1 | 1,339 | 0.050% |  | 117 | Oracle databases | Technical Skills | Information mgmt | 1 | 459,197 | 17.232% |  | 683 | Point of sale (POS) | Technical Skills | Business applications | 3 | 13,036 | 0.489% |  | 931 | Printers | Technical Skills | Hardware | 1 | 22,504 | 0.845% |  | 43 | Programming | Technical Skills | Software development | 1 | 630,213 | 23.650% |  | 700 | Provisioning | Technical Skills | Business applications | 1 | 28,649 | 1.075% |  | 1209 | Rational Rose XDE Developer | Technical Skills | Software development | 4 | 36,803 | 1.381% |  | 1077 | Remote control software | Technical Skills | Network | 1 | 2,282 | 0.086% |  | 1214 | Restructured extended executor (REXX) | Technical Skills | Software development | 1 | 1,519 | 0.057% |  | 1262 | Robotics | Technical Skills | Hardware | 2 | 9,071 | 0.340% |  | 1318 | RSA | Technical Skills | Security | 1 | 11,099 | 0.417% |  | 1216 | Ruby/Ruby on Rails | Technical Skills | Software development | 1 | 39,197 | 1.471% |  | 44 | SDLC | Technical Skills | Software development | 6 | 268,576 | 10.079% |  | 1317 | Secure Sockets Layer (SSL) | Technical Skills | Security | 2 | 29,888 | 1.122% |  | 76 | Security | Technical Skills | Hardware | 4 | 1,521,635 | 57.103% |  | 1315 | Security Clearance | Technical Skills | Misc | 2 | 265,188 | 9.952% |  | 1135 | Security testing software | Technical Skills | Security | 1 | 5,445 | 0.204% |  | 60 | Sharepoint Server | Technical Skills | Business applications | 1 | 9,537 | 0.358% |  | 1085 | Simple network management protocol (SNMP) | Technical Skills | Network | 1 | 22,907 | 0.860% |  | 1303 | Simple Object Access Protocol (SOAP) | Technical Skills | Software development | 1 | 72,361 | 2.716% |  | 1220 | Simulation software | Technical Skills | Software development | 2 | 43,442 | 1.630% |  | 42 | Software Development | Technical Skills | Software development | 2 | 708,312 | 26.581% |  | 1291 | Software Development software | Technical Skills | Software development | 1 | 5,092 | 0.191% |  | 1309 | Software Engineering | Technical Skills | Software development | 1 | 441,960 | 16.586% |  | 1292 | Software Installation | Technical Skills | Software development | 2 | 255,299 | 9.581% |  | 1293 | Software Maintenance | Technical Skills | Software development | 1 | 16,351 | 0.614% |  | 1294 | Software Testing | Technical Skills | Software development | 11 | 250,469 | 9.399% |  | 1225 | Source code management (SCM) | Technical Skills | Software development | 5 | 79,768 | 2.993% |  | 1229 | Static analysis software | Technical Skills | Software development | 1 | 1,392 | 0.052% |  | 772 | Statistical analysis software | Technical Skills | Business applications | 10 | 209,647 | 7.867% |  | 1230 | Stress testing software | Technical Skills | Software development | 1 | 5,812 | 0.218% |  | 122 | Sun operating systems | Technical Skills | Business applications | 3 | 125,889 | 4.724% |  | 939 | Surveillance systems | Technical Skills | Hardware | 4 | 28,733 | 1.078% |  | 791 | Symantec software | Technical Skills | Business applications | 1 | 17,637 | 0.662% |  | 1310 | System Administration | Technical Skills | Network | 4 | 174,928 | 6.565% |  | 45 | System Testing | Technical Skills | Software development | 3 | 48,531 | 1.821% |  | 46 | Systems Analysis | Technical Skills | Software development | 6 | 217,571 | 8.165% |  | 47 | Systems Design | Technical Skills | Software development | 1 | 37,261 | 1.398% |  | 1234 | Systems integration | Technical Skills | Software development | 6 | 169,544 | 6.363% |  | 75 | TCP/IP | Technical Skills | Hardware | 3 | 143,400 | 5.381% |  | 1235 | Technology Design | Technical Skills | Software development | 1 | 2,920 | 0.110% |  | 1236 | Templates | Technical Skills | Software development | 1 | 37,383 | 1.403% |  | 1302 | Testing | Technical Skills | Software development | 1 | 716,050 | 26.871% |  | 1297 | Training software | Technical Skills | Business applications | 3 | 3,535 | 0.133% |  | 57 | Transaction Processing Systems | Technical Skills | Business applications | 2 | 2,466 | 0.093% |  | 123 | UNIX operating systems | Technical Skills | Business applications | 3 | 444,369 | 16.676% |  | 1298 | UNIX Shells | Technical Skills | Business applications | 3 | 78,119 | 2.932% |  | 48 | User-Interface Design | Technical Skills | Software development | 2 | 162,891 | 6.113% |  | 836 | Video creation and editing software | Technical Skills | Business applications | 2 | 9,455 | 0.355% |  | 64 | Visual Studio | Technical Skills | Software development | 1 | 74,762 | 2.806% |  | 843 | Voice dictation & recognition | Technical Skills | Business applications | 2 | 4,152 | 0.156% |  | 77 | Voice/Data Telecom | Technical Skills | Hardware | 8 | 263,415 | 9.885% |  | 1299 | Web Application Server | Technical Skills | Business applications | 8 | 123,826 | 4.647% |  | 1248 | Web platform development software | Technical Skills | Software development | 2 | 8,377 | 0.314% |  | 65 | web programmer | Technical Skills | Software development | 4 | 79,999 | 3.002% |  | 58 | Web servers | Technical Skills | Business applications | 5 | 177,034 | 6.644% |  | 49 | Web-based Application Development | Technical Skills | Software development | 2 | 121,486 | 4.559% |  | 1102 | Wireless | Technical Skills | Network | 3 | 109,012 | 4.091% |  | 79 | .NET | Programming Skills | Current | 1 | 292,348 | 10.971% |  | 209 | A programming language (APL) | Programming Skills | Legacy | 2 | 4,241 | 0.159% |  | 99 | Ada | Programming Skills | Legacy | 1 | 10,371 | 0.389% |  | 80 | AJAX | Programming Skills | Current | 1 | 146,482 | 5.497% |  | 81 | ASP | Programming Skills | Current | 2 | 188,472 | 7.073% |  | 108 | Assembly | Programming Skills | Legacy | 1 | 8,119 | 0.305% |  | 211 | AWK | Programming Skills | Legacy | 1 | 4,895 | 0.184% |  | 212 | B | Programming Skills | Legacy | 1 | 34,302 | 1.287% |  | 83 | C# | Programming Skills | Current | 2 | 262,272 | 9.842% |  | 82 | C/C++ | Programming Skills | Current | 3 | 453,636 | 17.024% |  | 193 | Cascading Style Sheets (CSS) | Programming Skills | Current | 2 | 146,250 | 5.488% |  | 84 | CGI | Programming Skills | Current | 1 | 14,567 | 0.547% |  | 100 | Cobol | Programming Skills | Legacy | 1 | 21,185 | 0.795% |  | 85 | ColdFusion | Programming Skills | Current | 2 | 19,494 | 0.732% |  | 125 | Database programming | Programming Skills | Current | 3 | 63,531 | 2.384% |  | 196 | Distributed component object model (DCOM) | Programming Skills | Current | 1 | 4,997 | 0.188% |  | 197 | Document Object Model (DOM) Scripting | Programming Skills | Current | 1 | 14,921 | 0.560% |  | 221 | Extended self-containing Prolog (ESP) | Programming Skills | Legacy | 1 | 4,051 | 0.152% |  | 199 | Extensible stylesheet language (XSL) | Programming Skills | Current | 2 | 28,953 | 1.087% |  | 109 | Forth | Programming Skills | Legacy | 1 | 6,188 | 0.232% |  | 102 | Fortran | Programming Skills | Legacy | 1 | 4,720 | 0.177% |  | 86 | HTML/XHTML/DHTML | Programming Skills | Current | 3 | 489,819 | 18.382% |  | 222 | J | Programming Skills | Legacy | 1 | 10,423 | 0.391% |  | 87 | Java/J2EE/J2P | Programming Skills | Current | 2 | 555,543 | 20.848% |  | 97 | JavaScript | Programming Skills | Current | 2 | 255,844 | 9.601% |  | 89 | JavaServer Faces | Programming Skills | Current | 2 | 22,095 | 0.829% |  | 88 | JavaServer Pages | Programming Skills | Current | 2 | 103,983 | 3.902% |  | 223 | Job control language (JCL) | Programming Skills | Legacy | 2 | 14,369 | 0.539% |  | 126 | LAMP | Programming Skills | Current | 1 | 24,968 | 0.937% |  | 104 | Lisp | Programming Skills | Legacy | 1 | 1,653 | 0.062% |  | 224 | Lisp object-oriented programming system (LOOPS) | Programming Skills | Legacy | 1 | 1,142 | 0.043% |  | 201 | Microsoft ActiveX | Programming Skills | Current | 1 | 4,649 | 0.174% |  | 204 | Objective-C | Programming Skills | Current | 1 | 4,935 | 0.185% |  | 107 | Pascal | Programming Skills | Legacy | 1 | 1,421 | 0.053% |  | 90 | Perl | Programming Skills | Current | 1 | 186,908 | 7.014% |  | 91 | PHP | Programming Skills | Current | 1 | 98,968 | 3.714% |  | 105 | Prolog | Programming Skills | Legacy | 1 | 1,221 | 0.046% |  | 95 | Python | Programming Skills | Current | 1 | 89,300 | 3.351% |  | 228 | Register transfer language (RTL) | Programming Skills | Legacy | 1 | 23,755 | 0.891% |  | 206 | Scripting languages | Programming Skills | Current | 1 | 47,281 | 1.774% |  | 92 | SQL | Programming Skills | Current | 3 | 737,557 | 27.678% |  | 110 | TCL | Programming Skills | Legacy | 1 | 13,212 | 0.496% |  | 98 | Unified Modeling Language | Programming Skills | Current | 2 | 81,753 | 3.068% |  | 93 | Visual Basic | Programming Skills | Current | 5 | 183,381 | 6.882% |  | 207 | Web service definition language (WSDL) | Programming Skills | Current | 1 | 18,767 | 0.704% |  | 94 | XML | Programming Skills | Current | 2 | 316,194 | 11.866% |  | 1342 | Computer Science | Majors | Computer Science | 2 | 1,780,743 | 66.826% |  | 1344 | Information Technology | Majors | Information Technology | 3 | 1,287,488 | 48.316% |  | 1343 | Management Information Systems | Majors | Management Information Systems | 8 | 706,712 | 26.521% | 
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