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Skill Frequencies: April, 2007 through 2019-11-14

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All Degree Programs

2019-11-14Jobs Found:4,617,971Click on column headings to sort
Skill IDSkill NamePrimary CategorySecondary CategoryNumber of SynonymsOccurrencesFrequencyLast 2 years OccurrencesLast 2 years FrequencyLast 2 years Growth/DeclineMovement
252Analytical ThinkingSoft SkillsProblem-solving skills1 14,9130.323% 3,9660.701% 0.378%117.174%
2Attention to DetailsSoft SkillsProblem-solving skills1 17,0750.370% 2,7890.493% 0.123%33.386%
8Conflict ResolutionSoft SkillsInterpersonal skills1 27,8280.603% 5,0660.896% 0.293%48.663%
231CooperationSoft SkillsInterpersonal skills1 36,2800.786% 6,2331.102% 0.317%40.298%
3CreativitySoft SkillsProblem-solving skills4 149,8793.246% 29,6155.237% 1.991%61.358%
4Critical thinkingSoft SkillsProblem-solving skills3 70,6151.529% 20,1663.566% 2.037%133.208%
1300FlexibilitySoft SkillsWork ethic1 209,2324.531% 31,3775.549% 1.018%22.463%
232IndependenceSoft SkillsInterpersonal skills1 25,6310.555% 5,8881.041% 0.486%87.596%
13Initiative/Motivation to workSoft SkillsWork ethic5 580,15812.563% 97,26817.200% 4.637%36.913%
256InnovationSoft SkillsProblem-solving skills1 366,8747.944% 89,18915.772% 7.827%98.525%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 467,76810.129% 91,53916.187% 6.058%59.807%
1422InternshipSoft SkillsWork ethic3 108,8962.358% 23,8184.212% 1.854%78.613%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 3,1020.067% 1,0020.177% 0.110%163.783%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 325,8707.057% 66,85711.823% 4.766%67.542%
10LeadershipSoft SkillsInterpersonal skills1 965,88520.916% 155,38827.478% 6.562%31.375%
258LearningSoft SkillsProblem-solving skills1 425,3459.211% 97,08917.169% 7.958%86.402%
1Learning AbilitySoft SkillsProblem-solving skills3 85,7801.858% 17,2123.044% 1.186%63.857%
236ListeningSoft SkillsLanguage skills1 103,2072.235% 14,2602.522% 0.287%12.832%
260MathematicsSoft SkillsProblem-solving skills3 263,2195.700% 53,8939.530% 3.830%67.200%
261MemorizationSoft SkillsProblem-solving skills2 3010.007% 1430.025% 0.019%287.963%
18Negotiation SkillsSoft SkillsLanguage skills1 39,3280.852% 5,0540.894% 0.042%4.943%
262OptimizationSoft SkillsProblem-solving skills1 232,9565.045% 35,1566.217% 1.172%23.239%
19Oral CommunicationsSoft SkillsLanguage skills5 76,9521.666% 13,6112.407% 0.741%44.441%
273PersistenceSoft SkillsWork ethic1 17,2610.374% 2,4860.440% 0.066%17.613%
239PersuasionSoft SkillsLanguage skills1 7,5350.163% 1,7270.305% 0.142%87.167%
1301Physical SkillSoft SkillsWork ethic2 7,4990.162% 3,6290.642% 0.479%295.189%
240PresentationsSoft SkillsLanguage skills1 226,1444.897% 40,2717.121% 2.224%45.421%
265Problem Solving SkillsSoft SkillsProblem-solving skills3 834,01418.060% 127,47222.542% 4.481%24.814%
20Questioning skillsSoft SkillsLanguage skills1 1,4150.031% 2850.050% 0.020%64.479%
241Reading ComprehensionSoft SkillsLanguage skills1 1,5180.033% 5370.095% 0.062%188.884%
6Research skillsSoft SkillsProblem-solving skills1 8,2690.179% 1,5890.281% 0.102%56.925%
15ResponsibilitySoft SkillsWork ethic2 438,9329.505% 71,29412.607% 3.102%32.641%
234Self ControlSoft SkillsInterpersonal skills1 5670.012% 1540.027% 0.015%121.798%
11Self-esteemSoft SkillsInterpersonal skills1 8110.018% 5620.099% 0.082%465.896%
16Self-managementSoft SkillsWork ethic1 5,7410.124% 1,2260.217% 0.092%74.391%
250Stress ToleranceSoft SkillsPhysical skills1 9680.021% 3620.064% 0.043%205.390%
12TeamworkSoft SkillsInterpersonal skills1 199,0264.310% 37,0106.545% 2.235%51.855%
17Time ManagementSoft SkillsWork ethic2 163,7603.546% 28,3315.010% 1.464%41.278%
268VisualizationSoft SkillsProblem-solving skills1 61,2901.327% 20,6133.645% 2.318%174.645%
7Working under pressureSoft SkillsProblem-solving skills1 2,6380.057% 6060.107% 0.050%87.594%
21Written CommunicationsSoft SkillsLanguage skills5 696,08515.073% 99,11417.527% 2.453%16.277%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 377,6938.179% 78,60413.900% 5.721%69.952%
172Account managementBusiness SkillsManagement skills1 48,2821.046% 6,5961.166% 0.121%11.562%
22AccountingBusiness SkillsBusiness processes4 526,31011.397% 46,0338.140% -3.257%-28.575%
1263Accounting softwareBusiness SkillsBusiness processes8 64,0631.387% 5,8081.027% -0.360%-25.964%
174AdministrationBusiness SkillsManagement skills3 1,121,44724.284% 128,07422.648% -1.636%-6.738%
1313AnalystBusiness SkillsProject management1 779,08616.871% 95,08716.815% -0.056%-0.332%
175Application managementBusiness SkillsManagement skills5 318,8236.904% 38,8026.862% -0.042%-0.614%
150Asset managementBusiness SkillsBusiness processes1 63,2471.370% 10,0521.778% 0.408%29.788%
151AuditingBusiness SkillsBusiness processes5 279,8846.061% 40,7657.209% 1.148%18.941%
1264Auditing softwareBusiness SkillsBusiness processes1 2260.005% 120.002% -0.003%-56.640%
152BillingBusiness SkillsBusiness processes1 121,1092.623% 12,2172.160% -0.462%-17.622%
153Bills of LadingBusiness SkillsBusiness processes1 1470.003% 550.010% 0.007%205.539%
1314Business AnalystBusiness SkillsProject management1 281,9926.106% 23,2074.104% -2.003%-32.795%
35Business IntelligenceBusiness SkillsStrategy skills1 191,0054.136% 21,2833.764% -0.373%-9.007%
155Business performance management (BPM)Business SkillsBusiness processes2 27,4670.595% 2,4130.427% -0.168%-28.259%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 61,8471.339% 2,4150.427% -0.912%-68.113%
36Business StrategyBusiness SkillsStrategy skills3 881,51019.089% 148,61826.281% 7.192%37.678%
182Calendar and schedulingBusiness SkillsProject management3 184,9974.006% 27,9554.943% 0.937%23.400%
156Capacity planningBusiness SkillsBusiness processes1 88,2011.910% 7,3991.308% -0.602%-31.495%
28Change ManagementBusiness SkillsManagement skills1 184,0363.985% 28,4815.036% 1.051%26.379%
183Content workflowBusiness SkillsProject management1 1750.004% 140.002% -0.001%-34.670%
24Contracting and legalBusiness SkillsBusiness processes2 319,2546.913% 48,4378.565% 1.652%23.897%
176CoordinationBusiness SkillsManagement skills1 227,9654.936% 42,6407.540% 2.604%52.746%
157Cost accountingBusiness SkillsBusiness processes1 7,2180.156% 1,1040.195% 0.039%24.903%
158Cost estimationBusiness SkillsBusiness processes1 3,5700.077% 4890.086% 0.009%11.857%
1312Customer SupportBusiness SkillsBusiness processes6 897,82519.442% 115,33220.395% 0.953%4.901%
1339EducationBusiness SkillsIndustry Segment1 47,6591.032% 12,7172.249% 1.217%117.902%
1333EnergyBusiness SkillsIndustry Segment1 230,7004.996% 36,3476.427% 1.432%28.660%
1340EntertainmentBusiness SkillsIndustry Segment1 236,6005.123% 13,5762.401% -2.723%-53.143%
1319EnvironmentalBusiness SkillsEnvironmental16 192,9384.178% 28,2544.996% 0.818%19.587%
1320Environmental StrategyBusiness SkillsEnvironmental10 41,3580.896% 17,3063.060% 2.165%241.710%
161FinancialBusiness SkillsBusiness processes2 1,135,26524.584% 144,32425.522% 0.938%3.816%
1275Financial Analysis softwareBusiness SkillsBusiness processes8 5,4210.117% 6060.107% -0.010%-8.712%
1332Health CareBusiness SkillsIndustry Segment2 749,50316.230% 86,15115.235% -0.996%-6.134%
177Human resourcesBusiness SkillsManagement skills2 356,9997.731% 36,4156.439% -1.291%-16.702%
1336InsuranceBusiness SkillsIndustry Segment1 25,8530.560% 2,9540.522% -0.037%-6.692%
1316Managing/SupervisionBusiness SkillsManagement skills5 1,836,36939.766% 220,76339.039% -0.727%-1.828%
1334ManufacturingBusiness SkillsIndustry Segment2 391,0438.468% 40,9317.238% -1.230%-14.523%
26MarketingBusiness SkillsBusiness processes1 570,59312.356% 57,54610.176% -2.180%-17.641%
185MonitoringBusiness SkillsProject management1 528,76011.450% 87,15815.413% 3.963%34.608%
179NegotiationBusiness SkillsManagement skills1 157,8953.419% 22,9464.058% 0.639%18.675%
163Operation and ControlBusiness SkillsBusiness processes3 3,3270.072% 1,1790.208% 0.136%189.389%
29Outsourcing ManagementBusiness SkillsManagement skills3 156,4433.388% 5,5460.981% -2.407%-71.050%
167ProcurementBusiness SkillsBusiness processes1 130,4352.825% 16,5642.929% 0.105%3.703%
1290Project Management softwareBusiness SkillsProject management3 120,4922.609% 9,9481.759% -0.850%-32.578%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 802,25217.372% 101,04417.868% 0.496%2.854%
168QualityBusiness SkillsBusiness processes1 1,370,93829.687% 206,86736.581% 6.894%23.224%
1337Real EstateBusiness SkillsIndustry Segment2 193,0284.180% 6,5861.165% -3.015%-72.137%
1335RetailBusiness SkillsIndustry Segment2 879,46019.044% 79,50214.059% -4.986%-26.179%
34Risk ManagementBusiness SkillsProject management1 148,5253.216% 31,7795.620% 2.403%74.728%
169Service OrientationBusiness SkillsBusiness processes1 33,1530.718% 5,2430.927% 0.209%29.145%
27Supply Chain ManagementBusiness SkillsBusiness processes3 170,3403.689% 20,6303.648% -0.041%-1.098%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 8,7980.191% 9660.171% -0.020%-10.337%
178TeachingBusiness SkillsManagement skills7 307,5996.661% 32,0135.661% -1.000%-15.011%
190TimekeepingBusiness SkillsProject management3 123,1252.666% 11,9842.119% -0.547%-20.517%
1296Timekeeping softwareBusiness SkillsProject management1 5,6650.123% 1,1640.206% 0.083%67.793%
171Total quality management (TQM)Business SkillsBusiness processes2 4,9480.107% 4360.077% -0.030%-28.042%
180TroubleshootingBusiness SkillsManagement skills1 590,51212.787% 82,31714.557% 1.769%13.837%
181VerificationBusiness SkillsManagement skills1 286,2496.199% 31,4025.553% -0.646%-10.415%
1338Waste ManagementBusiness SkillsIndustry Segment1 4,6730.101% 3970.070% -0.031%-30.623%
191WorkflowBusiness SkillsProject management1 200,5824.344% 29,0625.139% 0.796%18.319%
31Working GloballyBusiness SkillsManagement skills3 24,3200.527% 8920.158% -0.369%-70.048%
32Working with Virtual TeamsBusiness SkillsManagement skills2 8,5470.185% 1,3340.236% 0.051%27.457%
514GLTechnical SkillsSoftware development3 6,1980.134% 4930.087% -0.047%-35.044%
987Access servers & softwareTechnical SkillsNetwork10 140,5593.044% 16,2462.873% -0.171%-5.614%
38Agile Development MethodsTechnical SkillsSoftware development13 295,9786.409% 60,77710.748% 4.338%67.688%
304Algorithmic softwareTechnical SkillsBusiness applications1 1160.003% 60.001% -0.001%-57.761%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 5,0250.109% 7720.137% 0.028%25.459%
1352AndroidTechnical SkillsMobile Platforms3 83,1621.801% 15,3892.721% 0.920%51.115%
1351Apple iOSTechnical SkillsMobile Platforms6 58,3731.264% 6,3771.128% -0.136%-10.788%
120Apple operating systemsTechnical SkillsBusiness applications6 124,1092.688% 20,3653.601% 0.914%33.999%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 43,4940.942% 1,0750.190% -0.752%-79.816%
1423Artificial IntelligenceTechnical SkillsInformation mgmt5 100,7582.182% 39,6617.013% 4.832%221.444%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 1910.004% 310.005% 0.001%32.541%
1265Backup & RecoveryTechnical SkillsTechnical applications16 348,2657.542% 37,2236.582% -0.959%-12.718%
1386BiometricTechnical SkillsInformation mgmt2 11,9380.259% 1,5270.270% 0.012%4.455%
1353BlackberryTechnical SkillsMobile Platforms2 33,0550.716% 9460.167% -0.549%-76.629%
336Borland DelphiTechnical SkillsBusiness applications1 6,4570.140% 4270.076% -0.064%-45.997%
337Borland JBuilderTechnical SkillsBusiness applications1 4,1430.090% 400.007% -0.083%-92.116%
338Borland ParadoxTechnical SkillsBusiness applications1 3970.009% 490.009% 0.000%0.792%
72Business Continuity PlanningTechnical SkillsHardware2 75,7191.640% 7,6901.360% -0.280%-17.064%
352Cadence OpusTechnical SkillsBusiness applications1 2,1530.047% 1520.027% -0.020%-42.347%
868CalculatorsTechnical SkillsHardware1 4,1790.090% 5580.099% 0.008%9.039%
39CASE ToolsTechnical SkillsSoftware development1 241,9175.239% 31,1405.507% 0.268%5.117%
367Categorization or classification softwareTechnical SkillsBusiness applications1 18,4570.400% 2,1200.375% -0.025%-6.202%
112CertificationTechnical SkillsMisc3 872,46918.893% 137,56024.326% 5.433%28.755%
78CiscoTechnical SkillsHardware1 346,7057.508% 25,1364.445% -3.063%-40.795%
1009Cisco Systems IOSTechnical SkillsNetwork1 87,0141.884% 15,6092.760% 0.876%46.490%
40Client-ServerTechnical SkillsSoftware development1 93,0502.015% 3,8890.688% -1.327%-65.870%
1011Cluster server softwareTechnical SkillsNetwork9 69,6271.508% 7,0711.250% -0.257%-17.068%
1147CMAKETechnical SkillsSoftware development1 1,1740.025% 5150.091% 0.066%258.228%
1151Compatibility testingTechnical SkillsSoftware development1 2,0760.045% 1960.035% -0.010%-22.901%
1152CompilersTechnical SkillsSoftware development5 46,3461.004% 8,3261.472% 0.469%46.705%
1255Compliance softwareTechnical SkillsTechnical applications4 26,6240.577% 4,5870.811% 0.235%40.694%
385Computer aided design (CAD)Technical SkillsBusiness applications12 80,6331.746% 7,1181.259% -0.487%-27.911%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 7,4000.160% 9080.161% 0.000%0.202%
875Computer diagnosticsTechnical SkillsHardware5 194,3994.210% 32,2395.701% 1.491%35.428%
1107Computer forensicsTechnical SkillsSecurity1 10,2290.222% 1,1780.208% -0.013%-5.956%
1266Computer HardwareTechnical SkillsHardware15 109,6902.375% 19,1863.393% 1.017%42.836%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 37,3760.809% 3430.061% -0.749%-92.506%
1015Computer serversTechnical SkillsNetwork6 405,5938.783% 40,8917.231% -1.552%-17.670%
1267Computer UtilitiesTechnical SkillsMisc1 2,8890.063% 5620.099% 0.037%58.858%
59Content ManagerTechnical SkillsBusiness applications1 4,4010.095% 2690.048% -0.048%-50.086%
1396Continuous ImprovementTechnical SkillsSoftware development1 97,1442.104% 29,4175.202% 3.098%147.288%
878ControllersTechnical SkillsHardware3 29,9890.649% 5,0530.894% 0.244%37.597%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 5,5070.119% 8210.145% 0.026%21.744%
407Customer information control system (CICS)Technical SkillsBusiness applications2 16,4720.357% 9080.161% -0.196%-54.985%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 261,3935.660% 24,8734.398% -1.262%-22.294%
1368Cyber SecurityTechnical SkillsInformation mgmt3 97,1142.103% 37,1186.564% 4.461%212.121%
953Data acquisition systemsTechnical SkillsInformation mgmt1 23,3380.505% 3,9510.699% 0.193%38.250%
955Data compression softwareTechnical SkillsInformation mgmt1 13,8720.300% 1,1940.211% -0.089%-29.711%
956Data conversion softwareTechnical SkillsInformation mgmt1 19,7220.427% 1,6770.297% -0.131%-30.561%
958Data dictionaryTechnical SkillsInformation mgmt1 11,5110.249% 1,0320.182% -0.067%-26.787%
959Data entryTechnical SkillsInformation mgmt1 194,1154.203% 5,5770.986% -3.217%-76.538%
962Data mappingTechnical SkillsInformation mgmt1 22,5620.489% 2,5180.445% -0.043%-8.862%
67Data MiningTechnical SkillsInformation mgmt5 118,0122.555% 14,0362.482% -0.073%-2.873%
963Data modelingTechnical SkillsInformation mgmt1 136,3282.952% 12,8942.280% -0.672%-22.763%
68Data WarehousingTechnical SkillsInformation mgmt2 209,9214.546% 18,5433.279% -1.267%-27.865%
69Database AdministrationTechnical SkillsInformation mgmt12 270,5545.859% 22,4073.962% -1.896%-32.368%
969Database design softwareTechnical SkillsInformation mgmt16 217,2394.704% 17,1883.039% -1.665%-35.389%
1268Database ReportingTechnical SkillsInformation mgmt3 63,2981.371% 3,3140.586% -0.785%-57.245%
1269Database SecurityTechnical SkillsInformation mgmt2 7690.017% 1250.022% 0.005%32.741%
1373Database SecurityTechnical SkillsInformation mgmt1 1,0740.023% 1890.033% 0.010%43.707%
1270Database ServersTechnical SkillsInformation mgmt3 52,0921.128% 1,6510.292% -0.836%-74.118%
1271Database TestingTechnical SkillsInformation mgmt1 3,7600.081% 3940.070% -0.012%-14.428%
1160DebuggingTechnical SkillsSoftware development7 302,5276.551% 38,5666.820% 0.269%4.103%
1385DecryptionTechnical SkillsInformation mgmt2 1,5230.033% 2030.036% 0.003%8.847%
418Desktop publishing softwareTechnical SkillsBusiness applications13 69,5291.506% 16,7562.963% 1.457%96.800%
1272Development EnvironmentTechnical SkillsSoftware development13 201,3464.360% 21,9263.877% -0.483%-11.072%
1273Digital ImagingTechnical SkillsHardware1 2,1690.047% 1040.018% -0.029%-60.844%
883Digital Signal Processor (DSP)Technical SkillsHardware2 12,7060.275% 1,6830.298% 0.022%8.167%
423Disk operating system (DOS)Technical SkillsBusiness applications1 12,1230.263% 1,1510.204% -0.059%-22.467%
1307Doctor of PhilosophyTechnical SkillsMisc3 206,5244.472% 30,1005.323% 0.851%19.019%
973Document management softwareTechnical SkillsInformation mgmt4 41,5920.901% 5,9461.051% 0.151%16.744%
1020Domain name system (DNS)Technical SkillsNetwork3 137,4242.976% 15,5082.742% -0.233%-7.846%
61DreamweaverTechnical SkillsSoftware development1 20,5150.444% 6670.118% -0.326%-73.449%
54DSS/GDSSTechnical SkillsBusiness applications5 52,9551.147% 4,9910.883% -0.264%-23.034%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 1730.004% 350.006% 0.002%65.212%
62EclipseTechnical SkillsSoftware development1 83,1301.800% 5,7071.009% -0.791%-43.938%
1308Electronic CommerceTechnical SkillsBusiness applications2 189,2404.098% 14,5402.571% -1.527%-37.256%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 37,6560.815% 3,1450.556% -0.259%-31.796%
1023Electronic mail softwareTechnical SkillsNetwork8 69,4521.504% 8,2521.459% -0.045%-2.972%
1384EncryptionTechnical SkillsInformation mgmt1 3240.007% 1350.024% 0.017%240.259%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 213,5934.625% 21,3253.771% -0.854%-18.469%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications15 252,7385.473% 23,3564.130% -1.343%-24.534%
1321Environmental CertificationTechnical SkillsEnvironmental1 5500.012% 2200.039% 0.027%226.649%
1328Environmental CleanupTechnical SkillsEnvironmental2 1,5050.033% 730.013% -0.020%-60.390%
1329Environmental EnergyTechnical SkillsEnvironmental23 17,4080.377% 4,3550.770% 0.393%104.296%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 16,0780.348% 2,9630.524% 0.176%50.494%
1327Environmental PollutionTechnical SkillsEnvironmental22 45,5530.986% 4,0450.715% -0.271%-27.486%
1324Environmental Pollution ControlTechnical SkillsEnvironmental8 8,1260.176% 1,9860.351% 0.175%99.583%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental7 2,8360.061% 7750.137% 0.076%123.160%
1326Environmental Product StewardshipTechnical SkillsEnvironmental13 53,5931.161% 2,6600.470% -0.690%-59.468%
1331Environmental ScienceTechnical SkillsEnvironmental2 1,6040.035% 1010.018% -0.017%-48.579%
1322Environmental TechnologyTechnical SkillsEnvironmental2 1,0020.022% 3260.058% 0.036%165.687%
461Expert system softwareTechnical SkillsBusiness applications1 1,6440.036% 2400.042% 0.007%19.215%
1359FacebookTechnical SkillsSocial Networking1 530,98511.498% 11,8652.098% -9.400%-81.752%
463Facilities management softwareTechnical SkillsBusiness applications4 14,7930.320% 2,6670.472% 0.151%47.227%
468Flight control softwareTechnical SkillsBusiness applications1 1,3580.029% 2840.050% 0.021%70.781%
469Flowchart softwareTechnical SkillsBusiness applications5 13,1030.284% 1,3010.230% -0.054%-18.917%
1367ForensicTechnical SkillsInformation mgmt2 74,8581.621% 7,8771.393% -0.228%-14.070%
1112Fraud DetectionTechnical SkillsSecurity1 25,6490.555% 5,7351.014% 0.459%82.593%
63FrontPageTechnical SkillsSoftware development1 3,3290.072% 510.009% -0.063%-87.489%
475Fund accounting softwareTechnical SkillsBusiness applications1 2,1240.046% 2980.053% 0.007%14.573%
1260GamingTechnical SkillsMisc2 98,7922.139% 14,1032.494% 0.355%16.576%
113Generic databasesTechnical SkillsInformation mgmt2 652,65714.133% 78,80913.936% -0.197%-1.392%
1365Google AppsTechnical SkillsBusiness applications4 14,7940.320% 1,6190.286% -0.034%-10.632%
1364Google PlusTechnical SkillsSocial Networking1 1,5160.033% 2080.037% 0.004%12.043%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications32 266,5375.772% 30,4755.389% -0.383%-6.630%
484Graphic softwareTechnical SkillsBusiness applications16 363,0807.862% 38,1936.754% -1.108%-14.098%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 74,3691.610% 4,0970.724% -0.886%-55.012%
1323Green ITTechnical SkillsEnvironmental9 12,6770.275% 1,9360.342% 0.068%24.712%
893Guidance systemsTechnical SkillsHardware1 1970.004% 280.005% 0.001%16.068%
1371HackingTechnical SkillsInformation mgmt5 22,5690.489% 4,6450.821% 0.333%68.072%
895Hardware description language (HDL)Technical SkillsHardware2 1,3860.030% 3820.068% 0.038%125.072%
1277Hardware DesignTechnical SkillsHardware20 34,6160.750% 6,5151.152% 0.402%53.695%
1278Hardware TestingTechnical SkillsHardware4 11,3070.245% 1,5460.273% 0.029%11.656%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 2,4170.052% 8390.148% 0.096%183.469%
492Helpdesk or call centerTechnical SkillsBusiness applications2 255,5335.533% 24,3894.313% -1.221%-22.059%
1377Homeland SecurityTechnical SkillsInformation mgmt1 117,8032.551% 11,9812.119% -0.432%-16.947%
114IBM databasesTechnical SkillsInformation mgmt2 107,2762.323% 5,5570.983% -1.340%-57.698%
121IBM operating systemsTechnical SkillsBusiness applications4 83,2021.802% 2,8760.509% -1.293%-71.772%
898Image capture devicesTechnical SkillsHardware9 22,4890.487% 4,6210.817% 0.330%67.798%
524Industrial control softwareTechnical SkillsBusiness applications3 18,8420.408% 3,9660.701% 0.293%71.888%
975Information retrieval or search softwareTechnical SkillsInformation mgmt5 62,3981.351% 8,4451.493% 0.142%10.522%
1375Information SecurityTechnical SkillsInformation mgmt3 187,1554.053% 36,2936.418% 2.365%58.359%
899InfraredTechnical SkillsHardware1 5,6410.122% 6860.121% -0.001%-0.691%
1180InstallationTechnical SkillsSoftware development1 372,4668.066% 43,6237.714% -0.351%-4.358%
901Interface definition language (IDL)Technical SkillsHardware1 1,4590.032% 2000.035% 0.004%11.943%
536Internet browser softwareTechnical SkillsBusiness applications4 25,8010.559% 2,5770.456% -0.103%-18.436%
1393Intrusion DetectionTechnical SkillsInformation mgmt1 47,2541.023% 5,7191.011% -0.012%-1.167%
541Inventory management softwareTechnical SkillsBusiness applications3 24,5760.532% 5,1800.916% 0.384%72.123%
1414ISO 9000Technical SkillsSoftware development1 6,5580.142% 3350.059% -0.083%-58.285%
73IT Architecture/StandardsTechnical SkillsHardware2 36,5150.791% 4,3940.777% -0.014%-1.733%
1357Java METechnical SkillsMobile Platforms2 1,4590.032% 120.002% -0.029%-93.283%
1035KernelTechnical SkillsNetwork1 40,1240.869% 3,3480.592% -0.277%-31.860%
907LasersTechnical SkillsHardware1 1,3880.030% 3450.061% 0.031%102.979%
1038License management softwareTechnical SkillsNetwork1 3,1890.069% 6080.108% 0.038%55.693%
1361LinkedInTechnical SkillsSocial Networking1 42,4530.919% 8,6891.537% 0.617%67.141%
908Mainframe computersTechnical SkillsHardware2 129,7562.810% 6,4191.135% -1.675%-59.602%
124Mainframe operating systemsTechnical SkillsBusiness applications8 59,8801.297% 6,0571.071% -0.226%-17.397%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications9 95,7012.072% 7,7811.376% -0.696%-33.604%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 22,4560.486% 2,1170.374% -0.112%-23.014%
1281Medical softwareTechnical SkillsBusiness applications9 34,6040.749% 6,8791.216% 0.467%62.338%
115Microsoft databasesTechnical SkillsInformation mgmt5 599,97212.992% 44,8007.922% -5.070%-39.023%
119Microsoft operating systemsTechnical SkillsBusiness applications4 864,21118.714% 80,91014.308% -4.406%-23.545%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 22,7930.494% 2,4450.432% -0.061%-12.401%
625MultimediaTechnical SkillsBusiness applications1 149,7683.243% 3,4140.604% -2.639%-81.385%
1362MySpaceTechnical SkillsSocial Networking1 5,2270.113% 570.010% -0.103%-91.095%
74Network administrationTechnical SkillsHardware17 480,98910.416% 54,9589.719% -0.697%-6.692%
1282Network Administration softwareTechnical SkillsNetwork18 229,5974.972% 29,7785.266% 0.294%5.913%
1283Network HardwareTechnical SkillsNetwork11 167,1543.620% 16,7082.955% -0.665%-18.374%
1284Network Monitoring softwareTechnical SkillsNetwork15 115,2522.496% 13,9232.462% -0.034%-1.348%
1059Network operation system software (NOS)Technical SkillsNetwork2 5,3560.116% 4420.078% -0.038%-32.609%
1122Network securityTechnical SkillsSecurity1 139,8013.027% 14,0242.480% -0.547%-18.081%
1369Network SecurityTechnical SkillsInformation mgmt1 26,1310.566% 2,3720.419% -0.146%-25.872%
1285Network Security softwareTechnical SkillsSecurity36 329,2717.130% 48,9378.654% 1.524%21.368%
1286Network softwareTechnical SkillsNetwork6 76,6491.660% 10,9011.928% 0.268%16.140%
1287Network TestingTechnical SkillsNetwork11 73,6871.596% 6,8281.207% -0.388%-24.330%
1065Novell network softwareTechnical SkillsNetwork2 5,7980.126% 1310.023% -0.102%-81.549%
643OberonTechnical SkillsBusiness applications1 5630.012% 290.005% -0.007%-57.936%
1413Object Oriented DesignTechnical SkillsSoftware development2 107,6002.330% 5,8081.027% -1.303%-55.921%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 505,09310.938% 38,9896.895% -4.043%-36.964%
1288Office ApplicationsTechnical SkillsBusiness applications13 696,58915.084% 109,56019.374% 4.290%28.439%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 45,8090.992% 2,3000.407% -0.585%-58.999%
116Open-source databasesTechnical SkillsInformation mgmt4 237,5525.144% 23,6754.187% -0.957%-18.614%
118Open-source operating systemsTechnical SkillsBusiness applications8 686,59814.868% 73,70413.033% -1.834%-12.338%
56Operating SystemsTechnical SkillsBusiness applications3 397,4418.606% 50,6158.951% 0.344%3.999%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 3,0520.066% 5410.096% 0.030%44.755%
117Oracle databasesTechnical SkillsInformation mgmt1 742,17716.071% 47,8488.461% -7.610%-47.353%
1354Palm OSTechnical SkillsMobile Platforms3 3,3660.073% 200.004% -0.069%-95.148%
1376Penetration TestingTechnical SkillsInformation mgmt5 127,8942.769% 27,6714.893% 2.124%76.683%
1289Physical ToolsTechnical SkillsHardware1 3460.007% 1170.021% 0.013%176.141%
683Point of sale (POS)Technical SkillsBusiness applications3 27,5360.596% 4,8220.853% 0.256%43.004%
686PolkaTechnical SkillsBusiness applications1 6190.013% 6170.109% 0.096%713.983%
931PrintersTechnical SkillsHardware3 48,4541.049% 11,8172.090% 1.040%99.158%
43ProgrammingTechnical SkillsSoftware development1 1,113,26924.107% 122,30821.628% -2.479%-10.283%
700ProvisioningTechnical SkillsBusiness applications1 65,0241.408% 9,7811.730% 0.322%22.837%
1405Rapid Application DevelopmentTechnical SkillsSoftware development2 22,3960.485% 1,1780.208% -0.277%-57.047%
1258Rate ControlTechnical SkillsTechnical applications1 2010.004% 90.002% -0.003%-63.435%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 47,8151.035% 9490.168% -0.868%-83.792%
1077Remote control softwareTechnical SkillsNetwork2 5,1940.112% 8290.147% 0.034%30.339%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 2,6140.057% 2250.040% -0.017%-29.709%
1379Risk AnalysisTechnical SkillsInformation mgmt1 29,1710.632% 4,8110.851% 0.219%34.681%
1262RoboticsTechnical SkillsHardware3 24,6040.533% 9,4391.669% 1.136%213.286%
1318RSATechnical SkillsSecurity1 18,9640.411% 1,3390.237% -0.174%-42.340%
44SDLCTechnical SkillsSoftware development7 542,73211.753% 56,3819.970% -1.782%-15.166%
1132Secure shell (SSH)Technical SkillsSecurity1 4000.009% 220.004% -0.005%-55.086%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 57,3991.243% 5,2860.935% -0.308%-24.796%
76SecurityTechnical SkillsHardware4 3,114,75267.448% 212,21337.527% -29.922%-44.362%
1382Security AuditTechnical SkillsInformation mgmt1 4,6670.101% 6100.108% 0.007%6.736%
1315Security ClearanceTechnical SkillsMisc2 378,2378.191% 58,76610.392% 2.201%26.877%
1381Security PlanTechnical SkillsInformation mgmt1 4,3820.095% 1,0810.191% 0.096%101.453%
1380Security PolicyTechnical SkillsInformation mgmt2 76,4021.654% 14,3422.536% 0.882%53.294%
1135Security testing softwareTechnical SkillsSecurity1 12,8550.278% 2,7510.486% 0.208%74.759%
60Sharepoint ServerTechnical SkillsBusiness applications1 14,9200.323% 4630.082% -0.241%-74.658%
1084Signal generatorsTechnical SkillsNetwork1 1,0840.023% 2670.047% 0.024%101.142%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 37,0060.801% 2,2740.402% -0.399%-49.819%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 157,0993.402% 13,4902.386% -1.016%-29.877%
1220Simulation softwareTechnical SkillsSoftware development5 73,2021.585% 15,2942.705% 1.119%70.616%
1366Social NetworkTechnical SkillsSocial Networking1 13,4770.292% 1,0770.190% -0.101%-34.741%
1358Social NetworkingTechnical SkillsSocial Networking1 24,1090.522% 9150.162% -0.360%-69.007%
42Software DevelopmentTechnical SkillsSoftware development2 1,151,17424.928% 109,76619.411% -5.518%-22.134%
1291Software Development softwareTechnical SkillsSoftware development3 7,4050.160% 2530.045% -0.116%-72.099%
1309Software EngineeringTechnical SkillsSoftware development1 697,38915.102% 69,82812.348% -2.754%-18.234%
1292Software InstallationTechnical SkillsSoftware development4 515,73211.168% 73,33812.969% 1.801%16.125%
1223Software librariesTechnical SkillsSoftware development1 1,5730.034% 4030.071% 0.037%109.217%
1293Software MaintenanceTechnical SkillsSoftware development1 31,0530.672% 2,3150.409% -0.263%-39.121%
1294Software TestingTechnical SkillsSoftware development14 496,89510.760% 66,21411.709% 0.949%8.819%
1225Source code management (SCM)Technical SkillsSoftware development5 161,6073.500% 19,9843.534% 0.034%0.982%
1229Static analysis softwareTechnical SkillsSoftware development1 3,8470.083% 6820.121% 0.037%44.772%
772Statistical analysis softwareTechnical SkillsBusiness applications26 385,8828.356% 68,27312.073% 3.717%44.483%
774Statistical softwareTechnical SkillsBusiness applications1 170,9843.703% 35,5846.293% 2.590%69.950%
1230Stress testing softwareTechnical SkillsSoftware development1 10,9770.238% 1,1790.208% -0.029%-12.290%
122Sun operating systemsTechnical SkillsBusiness applications3 168,2683.644% 5,9951.060% -2.584%-70.906%
939Surveillance systemsTechnical SkillsHardware5 47,2891.024% 10,1921.802% 0.778%76.003%
791Symantec softwareTechnical SkillsBusiness applications1 32,8610.712% 2,3710.419% -0.292%-41.079%
1355SymbianTechnical SkillsMobile Platforms1 1190.003% 50.001% -0.002%-65.688%
1310System AdministrationTechnical SkillsNetwork4 289,5716.271% 30,8425.454% -0.817%-13.022%
45System TestingTechnical SkillsSoftware development5 94,2642.041% 11,7262.074% 0.032%1.584%
46Systems AnalysisTechnical SkillsSoftware development8 373,3268.084% 42,8877.584% -0.500%-6.188%
47Systems DesignTechnical SkillsSoftware development1 61,2531.326% 6,9931.237% -0.090%-6.770%
1233Systems EvaluationTechnical SkillsSoftware development1 8400.018% 2120.037% 0.019%106.100%
1234Systems integrationTechnical SkillsSoftware development8 239,9495.196% 11,3882.014% -3.182%-61.243%
75TCP/IPTechnical SkillsHardware3 237,1825.136% 19,6753.479% -1.657%-32.259%
1235Technology DesignTechnical SkillsSoftware development1 4,7640.103% 7750.137% 0.034%32.847%
1236TemplatesTechnical SkillsSoftware development1 73,7611.597% 9,4901.678% 0.081%5.066%
1239Test implementationTechnical SkillsSoftware development1 2,1070.046% 6440.114% 0.068%149.599%
1302TestingTechnical SkillsSoftware development1 1,389,74330.094% 181,77432.144% 2.050%6.812%
1297Training softwareTechnical SkillsBusiness applications3 5,0030.108% 7380.131% 0.022%20.461%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 6,1380.133% 4870.086% -0.047%-35.208%
1360TwitterTechnical SkillsSocial Networking1 67,3521.458% 10,8801.924% 0.465%31.917%
1411Unified ProcessTechnical SkillsSoftware development1 10,8080.234% 1500.027% -0.208%-88.666%
123UNIX operating systemsTechnical SkillsBusiness applications5 658,64914.263% 36,9146.528% -7.735%-54.232%
1298UNIX ShellsTechnical SkillsBusiness applications4 141,9703.074% 10,7241.896% -1.178%-38.315%
1410Use CaseTechnical SkillsSoftware development1 32,5590.705% 3,2430.573% -0.132%-18.661%
48User-Interface DesignTechnical SkillsSoftware development2 302,3856.548% 28,6755.071% -1.477%-22.560%
836Video creation and editing softwareTechnical SkillsBusiness applications3 16,6650.361% 1,7600.311% -0.050%-13.756%
64Visual StudioTechnical SkillsSoftware development1 144,4423.128% 11,1141.965% -1.162%-37.166%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 6,9490.150% 1,0350.183% 0.033%21.630%
77Voice/Data TelecomTechnical SkillsHardware10 389,4458.433% 30,1945.339% -3.094%-36.687%
1299Web Application ServerTechnical SkillsBusiness applications8 188,2634.077% 6,7171.188% -2.889%-70.864%
1248Web platform development softwareTechnical SkillsSoftware development5 11,1570.242% 1270.022% -0.219%-90.704%
65web programmerTechnical SkillsSoftware development4 93,3922.022% 3,3570.594% -1.429%-70.646%
58Web serversTechnical SkillsBusiness applications6 299,1066.477% 20,4803.622% -2.855%-44.085%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 220,9754.785% 14,8952.634% -2.151%-44.955%
1356Windows CETechnical SkillsMobile Platforms4 23,0940.500% 4910.087% -0.413%-82.638%
1102WirelessTechnical SkillsNetwork5 183,5413.974% 20,6993.660% -0.314%-7.905%
1363YouTubeTechnical SkillsSocial Networking2 11,5970.251% 4,6290.819% 0.567%225.959%
79.NETProgramming SkillsCurrent1 493,50210.687% 31,5715.583% -5.104%-47.758%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 1510.003% 240.004% 0.001%29.794%
209A programming language (APL)Programming SkillsLegacy2 6,8950.149% 1,4230.252% 0.102%68.536%
99AdaProgramming SkillsLegacy1 21,3320.462% 7,1201.259% 0.797%172.565%
80AJAXProgramming SkillsCurrent1 238,5115.165% 8,1441.440% -3.725%-72.116%
210Algorithmic language (ALGOL)Programming SkillsLegacy1 1150.002% 120.002% -0.000%-14.787%
192Apple AppleScriptProgramming SkillsCurrent1 6880.015% 550.010% -0.005%-34.718%
81ASPProgramming SkillsCurrent2 312,0956.758% 16,0962.846% -3.912%-57.884%
108AssemblyProgramming SkillsLegacy2 10,6730.231% 6640.117% -0.114%-49.195%
211AWKProgramming SkillsLegacy1 8,5340.185% 4390.078% -0.107%-57.992%
212BProgramming SkillsLegacy1 63,4761.375% 10,9881.943% 0.569%41.361%
83C#Programming SkillsCurrent2 488,31810.574% 43,1397.629% -2.946%-27.858%
82C/C++Programming SkillsCurrent3 723,80415.674% 73,75213.042% -2.632%-16.790%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 356,6067.722% 36,4036.437% -1.285%-16.638%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 1,1890.026% 580.010% -0.015%-60.165%
84CGIProgramming SkillsCurrent2 36,1250.782% 4,0200.711% -0.071%-9.126%
217ClipperProgramming SkillsLegacy1 7500.016% 660.012% -0.005%-28.137%
218CLUProgramming SkillsLegacy1 3910.008% 290.005% -0.003%-39.432%
100CobolProgramming SkillsLegacy1 32,7570.709% 1,9220.340% -0.369%-52.085%
85ColdFusionProgramming SkillsCurrent2 25,7270.557% 1,0310.182% -0.375%-67.274%
219Combined programming language (CPL)Programming SkillsLegacy1 6010.013% 760.013% 0.000%3.267%
195Component object model (COM)Programming SkillsCurrent1 5710.012% 130.002% -0.010%-81.408%
125Database programmingProgramming SkillsCurrent3 98,1072.124% 4,5170.799% -1.326%-62.401%
196Distributed component object model (DCOM)Programming SkillsCurrent1 5,9210.128% 820.015% -0.114%-88.691%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 24,2740.526% 1,1630.206% -0.320%-60.875%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 7,6660.166% 7460.132% -0.034%-20.532%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 41,6080.901% 1,2450.220% -0.681%-75.565%
109ForthProgramming SkillsLegacy1 16,6950.362% 5,2950.936% 0.575%159.000%
102FortranProgramming SkillsLegacy1 6,7870.147% 8240.146% -0.001%-0.855%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 776,14016.807% 52,7059.320% -7.487%-44.546%
222JProgramming SkillsLegacy1 17,3450.376% 2,7350.484% 0.108%28.767%
87Java/J2EE/J2PProgramming SkillsCurrent4 1,010,59921.884% 95,13416.823% -5.061%-23.126%
97JavaScriptProgramming SkillsCurrent3 572,30412.393% 62,12910.987% -1.406%-11.348%
89JavaServer FacesProgramming SkillsCurrent3 35,6250.771% 1,1680.207% -0.565%-73.226%
88JavaServer PagesProgramming SkillsCurrent3 151,7213.285% 4,6250.818% -2.468%-75.106%
223Job control language (JCL)Programming SkillsLegacy2 21,4830.465% 1,2530.222% -0.244%-52.370%
126LAMPProgramming SkillsCurrent1 43,6890.946% 1,4460.256% -0.690%-72.972%
104LispProgramming SkillsLegacy1 2,6570.058% 2060.036% -0.021%-36.686%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 3,1670.069% 8940.158% 0.090%130.521%
201Microsoft ActiveXProgramming SkillsCurrent1 5,5910.121% 800.014% -0.107%-88.315%
107PascalProgramming SkillsLegacy1 1,9990.043% 850.015% -0.028%-65.276%
90PerlProgramming SkillsCurrent1 298,7636.470% 19,0673.372% -3.098%-47.883%
91PHPProgramming SkillsCurrent1 178,5813.867% 13,5782.401% -1.466%-37.910%
103PL/1Programming SkillsLegacy3 7580.016% 1030.018% 0.002%10.966%
105PrologProgramming SkillsLegacy1 1,7740.038% 1070.019% -0.019%-50.745%
95PythonProgramming SkillsCurrent1 300,5956.509% 79,58814.074% 7.565%116.215%
228Register transfer language (RTL)Programming SkillsLegacy1 53,7291.163% 8230.146% -1.018%-87.491%
1216Ruby/Ruby on RailsProgramming SkillsCurrent1 116,1822.516% 15,1982.688% 0.172%6.824%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 1,9550.042% 2140.038% -0.004%-10.610%
206Scripting languagesProgramming SkillsCurrent1 94,7462.052% 13,3882.367% 0.316%15.392%
101SmalltalkProgramming SkillsLegacy1 1,0760.023% 200.004% -0.020%-84.821%
92SQLProgramming SkillsCurrent3 1,345,15129.129% 119,25521.089% -8.040%-27.602%
110TCLProgramming SkillsLegacy1 18,5980.403% 1,3400.237% -0.166%-41.162%
98Unified Modeling LanguageProgramming SkillsCurrent2 115,4472.500% 4,3390.767% -1.733%-69.308%
93Visual BasicProgramming SkillsCurrent6 275,6195.968% 15,9892.827% -3.141%-52.627%
207Web service definition language (WSDL)Programming SkillsCurrent2 32,0630.694% 1,5780.279% -0.415%-59.809%
94XMLProgramming SkillsCurrent2 503,95810.913% 24,4804.329% -6.584%-60.332%
1342Computer ScienceMajorsComputer Science2 3,281,42671.058% 390,68769.087% -1.970%-2.773%
1344Information TechnologyMajorsInformation Technology3 1,988,80643.067% 225,37239.854% -3.213%-7.460%
1343Management Information SystemsMajorsManagement Information Systems9 1,237,91826.807% 175,53231.040% 4.234%15.794%

mis Degrees

Management Information Systems

2019-11-14Jobs Found:1,237,683Click on column headings to sort
Skill IDSkill NamePrimary CategorySecondary CategoryNumber of SynonymsOccurrencesFrequencyLast 2 years OccurrencesLast 2 years FrequencyLast 2 years Growth/DeclineMovement
252Analytical ThinkingSoft SkillsProblem-solving skills1 5,2530.424% 1,5370.876% 0.451%106.310%
2Attention to DetailsSoft SkillsProblem-solving skills1 5,0580.409% 8580.489% 0.080%19.608%
8Conflict ResolutionSoft SkillsInterpersonal skills1 8,9670.724% 1,7490.996% 0.272%37.529%
231CooperationSoft SkillsInterpersonal skills1 13,5831.097% 2,2421.277% 0.180%16.384%
3CreativitySoft SkillsProblem-solving skills4 39,3793.182% 8,9545.101% 1.919%60.327%
4Critical thinkingSoft SkillsProblem-solving skills3 24,5081.980% 7,5014.273% 2.293%115.806%
1300FlexibilitySoft SkillsWork ethic1 48,7603.940% 10,9716.250% 2.311%58.648%
232IndependenceSoft SkillsInterpersonal skills1 7,9600.643% 2,0461.166% 0.522%81.237%
13Initiative/Motivation to workSoft SkillsWork ethic5 181,38614.655% 31,60418.005% 3.349%22.855%
256InnovationSoft SkillsProblem-solving skills1 111,5019.009% 25,98914.806% 5.797%64.348%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 164,24913.271% 33,84419.281% 6.010%45.289%
1422InternshipSoft SkillsWork ethic3 22,3301.804% 6,4603.680% 1.876%103.984%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 1,1550.093% 3180.181% 0.088%94.133%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 112,6099.098% 24,54913.985% 4.887%53.714%
10LeadershipSoft SkillsInterpersonal skills1 306,20824.740% 53,25630.340% 5.599%22.632%
258LearningSoft SkillsProblem-solving skills1 86,0186.950% 25,05714.275% 7.325%105.396%
1Learning AbilitySoft SkillsProblem-solving skills3 24,6551.992% 5,0852.897% 0.905%45.425%
236ListeningSoft SkillsLanguage skills1 25,3642.049% 5,5833.181% 1.131%55.204%
260MathematicsSoft SkillsProblem-solving skills3 78,0216.304% 14,9388.510% 2.206%35.000%
261MemorizationSoft SkillsProblem-solving skills2 1380.011% 840.048% 0.037%329.194%
18Negotiation SkillsSoft SkillsLanguage skills1 14,3961.163% 2,1281.212% 0.049%4.228%
262OptimizationSoft SkillsProblem-solving skills1 56,3554.553% 10,0355.717% 1.164%25.556%
19Oral CommunicationsSoft SkillsLanguage skills5 23,2071.875% 5,1522.935% 1.060%56.534%
273PersistenceSoft SkillsWork ethic1 4,5110.364% 7320.417% 0.053%14.417%
239PersuasionSoft SkillsLanguage skills1 2,9070.235% 7390.421% 0.186%79.247%
1301Physical SkillSoft SkillsWork ethic2 3,3720.272% 1,6360.932% 0.660%242.097%
240PresentationsSoft SkillsLanguage skills1 75,2096.077% 14,3378.168% 2.091%34.413%
265Problem Solving SkillsSoft SkillsProblem-solving skills3 269,25621.755% 43,68924.889% 3.135%14.409%
20Questioning skillsSoft SkillsLanguage skills1 3410.028% 820.047% 0.019%69.556%
241Reading ComprehensionSoft SkillsLanguage skills1 5300.043% 3020.172% 0.129%301.776%
6Research skillsSoft SkillsProblem-solving skills1 2,4960.202% 5360.305% 0.104%51.417%
15ResponsibilitySoft SkillsWork ethic2 148,38211.989% 26,59315.150% 3.161%26.369%
234Self ControlSoft SkillsInterpersonal skills1 2680.022% 500.028% 0.007%31.549%
11Self-esteemSoft SkillsInterpersonal skills1 790.006% 380.022% 0.015%239.164%
16Self-managementSoft SkillsWork ethic1 1,7410.141% 3840.219% 0.078%55.520%
250Stress ToleranceSoft SkillsPhysical skills1 4060.033% 1710.097% 0.065%196.977%
12TeamworkSoft SkillsInterpersonal skills1 70,5265.698% 11,9476.806% 1.108%19.444%
17Time ManagementSoft SkillsWork ethic2 55,3334.471% 10,5225.994% 1.524%34.081%
268VisualizationSoft SkillsProblem-solving skills1 15,0281.214% 5,8583.337% 2.123%174.854%
7Working under pressureSoft SkillsProblem-solving skills1 8390.068% 2360.134% 0.067%98.337%
21Written CommunicationsSoft SkillsLanguage skills5 203,02916.404% 32,36918.441% 2.037%12.415%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 69,2275.593% 25,01014.248% 8.655%154.737%
172Account managementBusiness SkillsManagement skills1 15,7331.271% 2,3941.364% 0.093%7.292%
22AccountingBusiness SkillsBusiness processes4 151,61412.250% 21,08512.012% -0.238%-1.941%
1263Accounting softwareBusiness SkillsBusiness processes8 7,9750.644% 1,4750.840% 0.196%30.411%
174AdministrationBusiness SkillsManagement skills3 365,45429.527% 54,58831.099% 1.571%5.322%
1313AnalystBusiness SkillsProject management1 307,39724.836% 41,17323.456% -1.380%-5.558%
175Application managementBusiness SkillsManagement skills5 106,1148.574% 14,3408.169% -0.404%-4.714%
150Asset managementBusiness SkillsBusiness processes1 24,6831.994% 3,8962.220% 0.225%11.295%
151AuditingBusiness SkillsBusiness processes5 121,3029.801% 21,51012.254% 2.453%25.033%
1264Auditing softwareBusiness SkillsBusiness processes1 1940.016% 40.002% -0.013%-85.462%
152BillingBusiness SkillsBusiness processes1 34,4772.786% 5,5853.182% 0.396%14.221%
153Bills of LadingBusiness SkillsBusiness processes1 760.006% 300.017% 0.011%178.330%
1314Business AnalystBusiness SkillsProject management1 95,8167.742% 10,7946.149% -1.592%-20.568%
35Business IntelligenceBusiness SkillsStrategy skills1 65,7085.309% 9,0365.148% -0.161%-3.036%
155Business performance management (BPM)Business SkillsBusiness processes2 7,6470.618% 1,0100.575% -0.042%-6.871%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 20,0101.617% 1,1760.670% -0.947%-58.561%
36Business StrategyBusiness SkillsStrategy skills3 287,16123.201% 51,13129.129% 5.928%25.549%
182Calendar and schedulingBusiness SkillsProject management3 63,7335.149% 10,5446.007% 0.858%16.653%
156Capacity planningBusiness SkillsBusiness processes1 27,7062.239% 2,5801.470% -0.769%-34.340%
28Change ManagementBusiness SkillsManagement skills1 72,2505.838% 12,6547.209% 1.371%23.493%
183Content workflowBusiness SkillsProject management1 740.006% 50.003% -0.003%-52.358%
24Contracting and legalBusiness SkillsBusiness processes2 83,8306.773% 15,5798.875% 2.102%31.037%
176CoordinationBusiness SkillsManagement skills1 87,5537.074% 16,5349.419% 2.345%33.156%
157Cost accountingBusiness SkillsBusiness processes1 3,5250.285% 4590.261% -0.023%-8.186%
158Cost estimationBusiness SkillsBusiness processes1 1,3470.109% 2010.115% 0.006%5.216%
1312Customer SupportBusiness SkillsBusiness processes6 294,29223.778% 41,35223.558% -0.220%-0.923%
1339EducationBusiness SkillsIndustry Segment1 16,4651.330% 4,8642.771% 1.441%108.298%
1333EnergyBusiness SkillsIndustry Segment1 75,5166.101% 10,7656.133% 0.031%0.514%
1340EntertainmentBusiness SkillsIndustry Segment1 19,5141.577% 2,9161.661% 0.085%5.365%
1319EnvironmentalBusiness SkillsEnvironmental16 36,3192.934% 9,4645.392% 2.457%83.736%
1320Environmental StrategyBusiness SkillsEnvironmental10 7,5380.609% 3,7812.154% 1.545%253.674%
161FinancialBusiness SkillsBusiness processes2 336,35627.176% 53,26930.347% 3.171%11.668%
1275Financial Analysis softwareBusiness SkillsBusiness processes8 2,0950.169% 2260.129% -0.041%-23.936%
1332Health CareBusiness SkillsIndustry Segment2 202,10416.329% 30,90817.608% 1.279%7.832%
177Human resourcesBusiness SkillsManagement skills2 72,4115.851% 12,8827.339% 1.488%25.439%
1336InsuranceBusiness SkillsIndustry Segment1 9,7280.786% 1,1490.655% -0.131%-16.718%
1316Managing/SupervisionBusiness SkillsManagement skills5 551,77444.581% 78,07344.478% -0.103%-0.232%
1334ManufacturingBusiness SkillsIndustry Segment2 82,6616.679% 10,7656.133% -0.546%-8.174%
26MarketingBusiness SkillsBusiness processes1 103,0998.330% 15,4728.814% 0.484%5.814%
185MonitoringBusiness SkillsProject management1 185,50214.988% 33,22118.926% 3.938%26.275%
179NegotiationBusiness SkillsManagement skills1 57,1714.619% 8,5334.861% 0.242%5.240%
163Operation and ControlBusiness SkillsBusiness processes3 1,5930.129% 7910.451% 0.322%250.118%
29Outsourcing ManagementBusiness SkillsManagement skills3 35,4532.864% 1,7010.969% -1.895%-66.170%
167ProcurementBusiness SkillsBusiness processes1 33,9802.745% 5,9393.383% 0.638%23.238%
1290Project Management softwareBusiness SkillsProject management3 46,9683.795% 4,2262.408% -1.387%-36.557%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 293,96823.751% 39,91422.739% -1.013%-4.263%
168QualityBusiness SkillsBusiness processes1 393,63831.804% 66,06537.637% 5.833%18.339%
1337Real EstateBusiness SkillsIndustry Segment2 12,3690.999% 1,9651.119% 0.120%12.016%
1335RetailBusiness SkillsIndustry Segment2 208,45816.843% 24,20813.791% -3.051%-18.117%
34Risk ManagementBusiness SkillsProject management1 66,3155.358% 15,4188.784% 3.426%63.934%
169Service OrientationBusiness SkillsBusiness processes1 12,0460.973% 2,1381.218% 0.245%25.146%
27Supply Chain ManagementBusiness SkillsBusiness processes3 43,2293.493% 6,9503.959% 0.467%13.361%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 3,1890.258% 3540.202% -0.056%-21.729%
178TeachingBusiness SkillsManagement skills7 45,5953.684% 10,9786.254% 2.570%69.769%
190TimekeepingBusiness SkillsProject management3 29,3602.372% 4,3072.454% 0.082%3.436%
1296Timekeeping softwareBusiness SkillsProject management1 2,3720.192% 4710.268% 0.077%40.010%
171Total quality management (TQM)Business SkillsBusiness processes2 1,8220.147% 1810.103% -0.044%-29.954%
180TroubleshootingBusiness SkillsManagement skills1 183,24314.805% 28,03315.970% 1.165%7.869%
181VerificationBusiness SkillsManagement skills1 53,1374.293% 9,3275.314% 1.020%23.765%
1338Waste ManagementBusiness SkillsIndustry Segment1 2,5170.203% 1340.076% -0.127%-62.462%
191WorkflowBusiness SkillsProject management1 72,0485.821% 11,3016.438% 0.617%10.598%
31Working GloballyBusiness SkillsManagement skills3 4,7820.386% 2360.134% -0.252%-65.202%
32Working with Virtual TeamsBusiness SkillsManagement skills2 2,5870.209% 3700.211% 0.002%0.846%
514GLTechnical SkillsSoftware development3 2,6280.212% 1880.107% -0.105%-49.559%
987Access servers & softwareTechnical SkillsNetwork10 49,5144.001% 6,9353.951% -0.050%-1.242%
38Agile Development MethodsTechnical SkillsSoftware development13 59,6534.820% 16,4899.394% 4.574%94.901%
304Algorithmic softwareTechnical SkillsBusiness applications1 370.003% 00.000% -0.003%-100.000%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 1,0080.081% 1730.099% 0.017%21.015%
1352AndroidTechnical SkillsMobile Platforms3 9,9530.804% 2,7901.589% 0.785%97.653%
1351Apple iOSTechnical SkillsMobile Platforms6 6,2320.504% 1,1100.632% 0.129%25.588%
120Apple operating systemsTechnical SkillsBusiness applications6 25,4242.054% 5,2753.005% 0.951%46.296%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 8030.065% 960.055% -0.010%-15.704%
1423Artificial IntelligenceTechnical SkillsInformation mgmt5 11,3190.915% 5,8553.336% 2.421%264.730%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 100.001% 10.001% -0.000%-29.490%
1265Backup & RecoveryTechnical SkillsTechnical applications16 126,23110.199% 15,5558.862% -1.337%-13.113%
1386BiometricTechnical SkillsInformation mgmt2 4,6460.375% 4660.265% -0.110%-29.277%
1353BlackberryTechnical SkillsMobile Platforms2 8,3130.672% 3570.203% -0.468%-69.719%
336Borland DelphiTechnical SkillsBusiness applications1 1,7870.144% 890.051% -0.094%-64.883%
337Borland JBuilderTechnical SkillsBusiness applications1 1,0330.083% 150.009% -0.075%-89.761%
338Borland ParadoxTechnical SkillsBusiness applications1 1600.013% 120.007% -0.006%-47.117%
72Business Continuity PlanningTechnical SkillsHardware2 23,1101.867% 3,5452.020% 0.152%8.161%
352Cadence OpusTechnical SkillsBusiness applications1 4060.033% 520.030% -0.003%-9.691%
868CalculatorsTechnical SkillsHardware1 2,1070.170% 3670.209% 0.039%22.816%
39CASE ToolsTechnical SkillsSoftware development1 63,8615.160% 11,1196.334% 1.175%22.767%
367Categorization or classification softwareTechnical SkillsBusiness applications1 5,1420.415% 6010.342% -0.073%-17.587%
112CertificationTechnical SkillsMisc3 320,30025.879% 57,75132.901% 7.022%27.132%
78CiscoTechnical SkillsHardware1 66,8205.399% 8,8515.042% -0.356%-6.602%
1009Cisco Systems IOSTechnical SkillsNetwork1 15,0231.214% 3,4451.963% 0.749%61.691%
40Client-ServerTechnical SkillsSoftware development1 30,8372.492% 1,5820.901% -1.590%-63.827%
1011Cluster server softwareTechnical SkillsNetwork9 16,7231.351% 1,9921.135% -0.216%-16.010%
1147CMAKETechnical SkillsSoftware development1 780.006% 380.022% 0.015%243.512%
1151Compatibility testingTechnical SkillsSoftware development1 2190.018% 380.022% 0.004%22.347%
1152CompilersTechnical SkillsSoftware development5 11,6790.944% 2,5461.450% 0.507%53.711%
1255Compliance softwareTechnical SkillsTechnical applications4 15,9661.290% 3,1331.785% 0.495%38.362%
385Computer aided design (CAD)Technical SkillsBusiness applications12 8,0980.654% 1,5930.908% 0.253%38.705%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 1,6090.130% 2200.125% -0.005%-3.591%
875Computer diagnosticsTechnical SkillsHardware5 59,4514.803% 10,2665.849% 1.045%21.757%
1107Computer forensicsTechnical SkillsSecurity1 4,7670.385% 6090.347% -0.038%-9.921%
1266Computer HardwareTechnical SkillsHardware15 38,2893.094% 7,0684.027% 0.933%30.159%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 7950.064% 780.044% -0.020%-30.820%
1015Computer serversTechnical SkillsNetwork6 126,91310.254% 16,1159.181% -1.073%-10.468%
1267Computer UtilitiesTechnical SkillsMisc1 2000.016% 540.031% 0.015%90.378%
59Content ManagerTechnical SkillsBusiness applications1 1,7340.140% 820.047% -0.093%-66.656%
1396Continuous ImprovementTechnical SkillsSoftware development1 31,4492.541% 9,2465.267% 2.726%107.300%
878ControllersTechnical SkillsHardware3 7,3870.597% 1,1600.661% 0.064%10.724%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 9640.078% 2080.118% 0.041%52.139%
407Customer information control system (CICS)Technical SkillsBusiness applications2 6,1620.498% 4310.246% -0.252%-50.682%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 86,0396.952% 10,4555.956% -0.995%-14.320%
1368Cyber SecurityTechnical SkillsInformation mgmt3 42,3973.426% 15,6348.907% 5.481%160.009%
953Data acquisition systemsTechnical SkillsInformation mgmt1 6,4770.523% 9660.550% 0.027%5.161%
955Data compression softwareTechnical SkillsInformation mgmt1 1,8680.151% 2170.124% -0.027%-18.090%
956Data conversion softwareTechnical SkillsInformation mgmt1 8,2920.670% 8920.508% -0.162%-24.149%
958Data dictionaryTechnical SkillsInformation mgmt1 4,8720.394% 4320.246% -0.148%-37.478%
959Data entryTechnical SkillsInformation mgmt1 8,8390.714% 2,1881.246% 0.532%74.541%
962Data mappingTechnical SkillsInformation mgmt1 8,3610.676% 1,1580.660% -0.016%-2.343%
67Data MiningTechnical SkillsInformation mgmt5 20,7281.675% 3,9202.233% 0.558%33.347%
963Data modelingTechnical SkillsInformation mgmt1 46,1963.732% 5,0852.897% -0.836%-22.386%
68Data WarehousingTechnical SkillsInformation mgmt2 69,6885.631% 7,2824.149% -1.482%-26.321%
69Database AdministrationTechnical SkillsInformation mgmt12 93,0797.520% 8,8895.064% -2.456%-32.663%
969Database design softwareTechnical SkillsInformation mgmt16 69,7545.636% 6,6413.783% -1.852%-32.870%
1268Database ReportingTechnical SkillsInformation mgmt3 26,6932.157% 1,7030.970% -1.186%-55.015%
1269Database SecurityTechnical SkillsInformation mgmt2 970.008% 270.015% 0.008%96.266%
1373Database SecurityTechnical SkillsInformation mgmt1 4060.033% 640.036% 0.004%11.149%
1270Database ServersTechnical SkillsInformation mgmt3 16,2391.312% 6970.397% -0.915%-69.736%
1271Database TestingTechnical SkillsInformation mgmt1 1,1990.097% 1490.085% -0.012%-12.377%
1160DebuggingTechnical SkillsSoftware development7 69,3535.603% 10,3705.908% 0.304%5.431%
1385DecryptionTechnical SkillsInformation mgmt2 3130.025% 650.037% 0.012%46.427%
418Desktop publishing softwareTechnical SkillsBusiness applications13 18,4991.495% 5,5043.136% 1.641%109.789%
1272Development EnvironmentTechnical SkillsSoftware development13 40,1853.247% 5,5013.134% -0.113%-3.477%
1273Digital ImagingTechnical SkillsHardware1 1,2170.098% 230.013% -0.085%-86.674%
883Digital Signal Processor (DSP)Technical SkillsHardware2 1,0920.088% 2860.163% 0.075%84.670%
423Disk operating system (DOS)Technical SkillsBusiness applications1 3,9720.321% 4290.244% -0.077%-23.845%
1307Doctor of PhilosophyTechnical SkillsMisc3 25,6192.070% 5,3283.035% 0.965%46.641%
973Document management softwareTechnical SkillsInformation mgmt4 16,1831.308% 2,3551.342% 0.034%2.609%
1020Domain name system (DNS)Technical SkillsNetwork3 42,4663.431% 5,7373.268% -0.163%-4.743%
61DreamweaverTechnical SkillsSoftware development1 5,0350.407% 1880.107% -0.300%-73.672%
54DSS/GDSSTechnical SkillsBusiness applications5 21,9061.770% 2,7701.578% -0.192%-10.840%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 350.003% 10.001% -0.002%-79.854%
62EclipseTechnical SkillsSoftware development1 18,2331.473% 1,5690.894% -0.579%-39.324%
1308Electronic CommerceTechnical SkillsBusiness applications2 35,4842.867% 3,7112.114% -0.753%-26.259%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 13,9211.125% 1,4140.806% -0.319%-28.380%
1023Electronic mail softwareTechnical SkillsNetwork8 24,1071.948% 3,2791.868% -0.080%-4.093%
1384EncryptionTechnical SkillsInformation mgmt1 690.006% 330.019% 0.013%237.224%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 87,0917.037% 10,3085.872% -1.164%-16.545%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications15 91,5047.393% 10,8546.183% -1.210%-16.362%
1321Environmental CertificationTechnical SkillsEnvironmental1 1590.013% 740.042% 0.029%228.162%
1328Environmental CleanupTechnical SkillsEnvironmental2 780.006% 200.011% 0.005%80.796%
1329Environmental EnergyTechnical SkillsEnvironmental23 6,4290.519% 1,1220.639% 0.120%23.056%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 3,6480.295% 6050.345% 0.050%16.937%
1327Environmental PollutionTechnical SkillsEnvironmental22 4,5600.368% 1,1800.672% 0.304%82.461%
1324Environmental Pollution ControlTechnical SkillsEnvironmental8 2,7800.225% 6580.375% 0.150%66.892%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental7 8460.068% 2310.132% 0.063%92.528%
1326Environmental Product StewardshipTechnical SkillsEnvironmental13 4,7830.386% 8620.491% 0.105%27.075%
1331Environmental ScienceTechnical SkillsEnvironmental2 1,1830.096% 320.018% -0.077%-80.927%
1322Environmental TechnologyTechnical SkillsEnvironmental2 3280.027% 770.044% 0.017%65.527%
461Expert system softwareTechnical SkillsBusiness applications1 4810.039% 910.052% 0.013%33.398%
1359FacebookTechnical SkillsSocial Networking1 135,11610.917% 2,8541.626% -9.291%-85.106%
463Facilities management softwareTechnical SkillsBusiness applications4 7,8000.630% 9440.538% -0.092%-14.664%
468Flight control softwareTechnical SkillsBusiness applications1 1580.013% 240.014% 0.001%7.104%
469Flowchart softwareTechnical SkillsBusiness applications5 4,5860.371% 4820.275% -0.096%-25.892%
1367ForensicTechnical SkillsInformation mgmt2 20,0281.618% 3,6492.079% 0.461%28.466%
1112Fraud DetectionTechnical SkillsSecurity1 9,3260.754% 2,5371.445% 0.692%91.813%
63FrontPageTechnical SkillsSoftware development1 1,3750.111% 260.015% -0.096%-86.667%
475Fund accounting softwareTechnical SkillsBusiness applications1 1,2590.102% 1350.077% -0.025%-24.393%
1260GamingTechnical SkillsMisc2 18,3031.479% 2,3981.366% -0.113%-7.620%
113Generic databasesTechnical SkillsInformation mgmt2 199,04616.082% 26,93415.344% -0.738%-4.589%
1365Google AppsTechnical SkillsBusiness applications4 3,5470.287% 3970.226% -0.060%-21.081%
1364Google PlusTechnical SkillsSocial Networking1 750.006% 370.021% 0.015%247.851%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications32 79,8086.448% 12,9047.351% 0.903%14.007%
484Graphic softwareTechnical SkillsBusiness applications16 93,0127.515% 11,8666.760% -0.755%-10.046%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 13,9991.131% 8360.476% -0.655%-57.892%
1323Green ITTechnical SkillsEnvironmental9 2,8120.227% 2620.149% -0.078%-34.304%
893Guidance systemsTechnical SkillsHardware1 580.005% 110.006% 0.002%33.727%
1371HackingTechnical SkillsInformation mgmt5 7,3420.593% 1,9581.115% 0.522%88.041%
895Hardware description language (HDL)Technical SkillsHardware2 920.007% 350.020% 0.013%168.246%
1277Hardware DesignTechnical SkillsHardware20 5,0410.407% 1,1920.679% 0.272%66.730%
1278Hardware TestingTechnical SkillsHardware4 1,4170.114% 3730.212% 0.098%85.606%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 9770.079% 4280.244% 0.165%208.889%
492Helpdesk or call centerTechnical SkillsBusiness applications2 64,2125.188% 9,3175.308% 0.120%2.309%
1377Homeland SecurityTechnical SkillsInformation mgmt1 54,3984.395% 3,4751.980% -2.415%-54.957%
114IBM databasesTechnical SkillsInformation mgmt2 36,7312.968% 2,2801.299% -1.669%-56.232%
121IBM operating systemsTechnical SkillsBusiness applications4 26,2922.124% 1,4390.820% -1.304%-61.409%
898Image capture devicesTechnical SkillsHardware9 7,5550.610% 1,9171.092% 0.482%78.913%
524Industrial control softwareTechnical SkillsBusiness applications3 4,5080.364% 1,0490.598% 0.233%64.076%
975Information retrieval or search softwareTechnical SkillsInformation mgmt5 18,2581.475% 2,8601.629% 0.154%10.450%
1375Information SecurityTechnical SkillsInformation mgmt3 89,5737.237% 19,03210.842% 3.605%49.817%
899InfraredTechnical SkillsHardware1 8150.066% 840.048% -0.018%-27.327%
1180InstallationTechnical SkillsSoftware development1 131,79410.648% 17,77810.128% -0.520%-4.887%
901Interface definition language (IDL)Technical SkillsHardware1 3050.025% 410.023% -0.001%-5.216%
536Internet browser softwareTechnical SkillsBusiness applications4 8,6330.698% 9370.534% -0.164%-23.470%
1393Intrusion DetectionTechnical SkillsInformation mgmt1 22,1981.794% 2,9601.686% -0.107%-5.978%
541Inventory management softwareTechnical SkillsBusiness applications3 8,9150.720% 1,9571.115% 0.395%54.783%
1414ISO 9000Technical SkillsSoftware development1 2,4300.196% 1260.072% -0.125%-63.439%
73IT Architecture/StandardsTechnical SkillsHardware2 12,3861.001% 2,0201.151% 0.150%14.994%
1357Java METechnical SkillsMobile Platforms2 1160.009% 30.002% -0.008%-81.765%
1035KernelTechnical SkillsNetwork1 3,1210.252% 3070.175% -0.077%-30.642%
907LasersTechnical SkillsHardware1 1680.014% 550.031% 0.018%130.838%
1038License management softwareTechnical SkillsNetwork1 1,2790.103% 1940.111% 0.007%6.951%
1361LinkedInTechnical SkillsSocial Networking1 9,3690.757% 2,7461.564% 0.807%106.662%
908Mainframe computersTechnical SkillsHardware2 38,8383.138% 2,7171.548% -1.590%-50.673%
124Mainframe operating systemsTechnical SkillsBusiness applications8 17,2191.391% 1,7110.975% -0.416%-29.936%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications9 26,6052.150% 3,0451.735% -0.415%-19.299%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 8,3320.673% 8380.477% -0.196%-29.083%
1281Medical softwareTechnical SkillsBusiness applications9 13,6541.103% 2,2341.273% 0.170%15.366%
115Microsoft databasesTechnical SkillsInformation mgmt5 191,76715.494% 18,65810.629% -4.865%-31.397%
119Microsoft operating systemsTechnical SkillsBusiness applications4 259,39320.958% 28,58916.287% -4.671%-22.287%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 2,1960.177% 4360.248% 0.071%39.993%
625MultimediaTechnical SkillsBusiness applications1 6,0040.485% 9010.513% 0.028%5.813%
1362MySpaceTechnical SkillsSocial Networking1 1,8820.152% 260.015% -0.137%-90.259%
74Network administrationTechnical SkillsHardware17 136,27311.010% 19,35411.026% 0.016%0.141%
1282Network Administration softwareTechnical SkillsNetwork18 82,9006.698% 11,6636.644% -0.054%-0.801%
1283Network HardwareTechnical SkillsNetwork11 51,0904.128% 6,2123.539% -0.589%-14.267%
1284Network Monitoring softwareTechnical SkillsNetwork15 36,1282.919% 4,9982.847% -0.072%-2.455%
1059Network operation system software (NOS)Technical SkillsNetwork2 1,5010.121% 1890.108% -0.014%-11.216%
1122Network securityTechnical SkillsSecurity1 53,0484.286% 6,1903.526% -0.760%-17.724%
1369Network SecurityTechnical SkillsInformation mgmt1 7,5060.606% 7690.438% -0.168%-27.761%
1285Network Security softwareTechnical SkillsSecurity36 123,6739.992% 20,96511.944% 1.951%19.529%
1286Network softwareTechnical SkillsNetwork6 24,6661.993% 3,6472.078% 0.085%4.253%
1287Network TestingTechnical SkillsNetwork11 18,1971.470% 2,2431.278% -0.192%-13.087%
1065Novell network softwareTechnical SkillsNetwork2 2,4130.195% 620.035% -0.160%-81.883%
643OberonTechnical SkillsBusiness applications1 1690.014% 100.006% -0.008%-58.278%
1413Object Oriented DesignTechnical SkillsSoftware development2 15,2371.231% 9860.562% -0.669%-54.372%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 87,5347.072% 7,6694.369% -2.703%-38.225%
1288Office ApplicationsTechnical SkillsBusiness applications13 253,46320.479% 41,63323.718% 3.239%15.818%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 14,9341.207% 1,0710.610% -0.596%-49.433%
116Open-source databasesTechnical SkillsInformation mgmt4 37,4563.026% 5,7953.301% 0.275%9.090%
118Open-source operating systemsTechnical SkillsBusiness applications8 137,81311.135% 19,84811.307% 0.173%1.550%
56Operating SystemsTechnical SkillsBusiness applications3 137,73511.128% 18,89110.762% -0.366%-3.292%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 1,0060.081% 1740.099% 0.018%21.956%
117Oracle databasesTechnical SkillsInformation mgmt1 226,48218.299% 19,36811.034% -7.265%-39.702%
1354Palm OSTechnical SkillsMobile Platforms3 1530.012% 10.001% -0.012%-95.391%
1376Penetration TestingTechnical SkillsInformation mgmt5 61,9585.006% 13,7897.856% 2.850%56.924%
1289Physical ToolsTechnical SkillsHardware1 460.004% 140.008% 0.004%114.597%
683Point of sale (POS)Technical SkillsBusiness applications3 8,8510.715% 2,1311.214% 0.499%69.763%
686PolkaTechnical SkillsBusiness applications1 280.002% 280.016% 0.014%605.104%
931PrintersTechnical SkillsHardware3 17,8971.446% 4,5212.576% 1.130%78.118%
43ProgrammingTechnical SkillsSoftware development1 276,76422.361% 33,77619.242% -3.119%-13.950%
700ProvisioningTechnical SkillsBusiness applications1 21,1971.713% 3,5842.042% 0.329%19.219%
1405Rapid Application DevelopmentTechnical SkillsSoftware development2 6,5790.532% 3470.198% -0.334%-62.810%
1258Rate ControlTechnical SkillsTechnical applications1 130.001% 70.004% 0.003%279.671%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 13,3651.080% 3690.210% -0.870%-80.532%
1077Remote control softwareTechnical SkillsNetwork2 1,7950.145% 2090.119% -0.026%-17.902%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 8610.070% 650.037% -0.033%-46.769%
1379Risk AnalysisTechnical SkillsInformation mgmt1 13,3341.077% 2,4551.399% 0.321%29.821%
1262RoboticsTechnical SkillsHardware3 4,8760.394% 1,9201.094% 0.700%177.646%
1318RSATechnical SkillsSecurity1 8,2320.665% 5810.331% -0.334%-50.235%
44SDLCTechnical SkillsSoftware development7 168,67713.628% 20,03411.413% -2.215%-16.254%
1132Secure shell (SSH)Technical SkillsSecurity1 540.004% 00.000% -0.004%-100.000%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 14,5871.179% 1,8241.039% -0.139%-11.832%
76SecurityTechnical SkillsHardware4 839,03267.791% 76,91443.818% -23.973%-35.363%
1382Security AuditTechnical SkillsInformation mgmt1 2,3570.190% 4250.242% 0.052%27.140%
1315Security ClearanceTechnical SkillsMisc2 151,82912.267% 19,46011.086% -1.181%-9.626%
1381Security PlanTechnical SkillsInformation mgmt1 2,7710.224% 7160.408% 0.184%82.192%
1380Security PolicyTechnical SkillsInformation mgmt2 40,4803.271% 7,7264.401% 1.131%34.576%
1135Security testing softwareTechnical SkillsSecurity1 5,4280.439% 1,3430.765% 0.327%74.457%
60Sharepoint ServerTechnical SkillsBusiness applications1 5,3380.431% 1790.102% -0.329%-76.356%
1084Signal generatorsTechnical SkillsNetwork1 1980.016% 270.015% -0.001%-3.849%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 9,5940.775% 7670.437% -0.338%-43.630%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 33,2742.688% 4,5472.590% -0.098%-3.645%
1220Simulation softwareTechnical SkillsSoftware development5 18,5701.500% 2,6741.523% 0.023%1.532%
1366Social NetworkTechnical SkillsSocial Networking1 1,8140.147% 3350.191% 0.044%30.215%
1358Social NetworkingTechnical SkillsSocial Networking1 8,0930.654% 1920.109% -0.545%-83.272%
42Software DevelopmentTechnical SkillsSoftware development2 244,28019.737% 28,35616.154% -3.583%-18.152%
1291Software Development softwareTechnical SkillsSoftware development3 2,5080.203% 790.045% -0.158%-77.790%
1309Software EngineeringTechnical SkillsSoftware development1 105,2548.504% 13,9367.939% -0.565%-6.642%
1292Software InstallationTechnical SkillsSoftware development4 156,33212.631% 23,99713.671% 1.040%8.234%
1223Software librariesTechnical SkillsSoftware development1 2790.023% 600.034% 0.012%51.635%
1293Software MaintenanceTechnical SkillsSoftware development1 7,2260.584% 6540.373% -0.211%-36.184%
1294Software TestingTechnical SkillsSoftware development14 135,97410.986% 20,04611.420% 0.434%3.950%
1225Source code management (SCM)Technical SkillsSoftware development5 35,7282.887% 5,2342.982% 0.095%3.295%
1229Static analysis softwareTechnical SkillsSoftware development1 4010.032% 1340.076% 0.044%135.621%
772Statistical analysis softwareTechnical SkillsBusiness applications26 105,7908.547% 20,47111.662% 3.115%36.442%
774Statistical softwareTechnical SkillsBusiness applications1 53,0284.284% 9,9445.665% 1.381%32.224%
1230Stress testing softwareTechnical SkillsSoftware development1 2,7890.225% 3800.216% -0.009%-3.930%
122Sun operating systemsTechnical SkillsBusiness applications3 54,5904.411% 2,3591.344% -3.067%-69.530%
939Surveillance systemsTechnical SkillsHardware5 12,5251.012% 2,7201.550% 0.538%53.124%
791Symantec softwareTechnical SkillsBusiness applications1 10,3980.840% 7920.451% -0.389%-46.293%
1355SymbianTechnical SkillsMobile Platforms1 320.003% 00.000% -0.003%-100.000%
1310System AdministrationTechnical SkillsNetwork4 106,1998.580% 12,5117.127% -1.453%-16.934%
45System TestingTechnical SkillsSoftware development5 30,9742.503% 4,1892.386% -0.116%-4.640%
46Systems AnalysisTechnical SkillsSoftware development8 154,49612.483% 19,15610.913% -1.570%-12.574%
47Systems DesignTechnical SkillsSoftware development1 24,0861.946% 2,9831.699% -0.247%-12.674%
1233Systems EvaluationTechnical SkillsSoftware development1 3120.025% 1460.083% 0.058%229.952%
1234Systems integrationTechnical SkillsSoftware development8 88,6037.159% 4,2842.441% -4.718%-65.908%
75TCP/IPTechnical SkillsHardware3 59,4834.806% 6,2943.586% -1.220%-25.392%
1235Technology DesignTechnical SkillsSoftware development1 1,3660.110% 2760.157% 0.047%42.466%
1236TemplatesTechnical SkillsSoftware development1 23,3001.883% 3,4691.976% 0.094%4.979%
1239Test implementationTechnical SkillsSoftware development1 5650.046% 2110.120% 0.075%163.322%
1302TestingTechnical SkillsSoftware development1 425,02934.341% 61,37234.963% 0.623%1.813%
1297Training softwareTechnical SkillsBusiness applications3 1,8150.147% 3080.175% 0.029%19.654%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 1,3210.107% 1120.064% -0.043%-40.218%
1360TwitterTechnical SkillsSocial Networking1 17,2791.396% 3,1001.766% 0.370%26.502%
1411Unified ProcessTechnical SkillsSoftware development1 3,5830.289% 350.020% -0.270%-93.112%
123UNIX operating systemsTechnical SkillsBusiness applications5 160,87012.998% 11,9826.826% -6.172%-47.482%
1298UNIX ShellsTechnical SkillsBusiness applications4 37,0052.990% 3,3001.880% -1.110%-37.121%
1410Use CaseTechnical SkillsSoftware development1 11,5660.934% 1,0910.622% -0.313%-33.489%
48User-Interface DesignTechnical SkillsSoftware development2 42,1533.406% 6,3673.627% 0.221%6.502%
836Video creation and editing softwareTechnical SkillsBusiness applications3 2,3340.189% 1210.069% -0.120%-63.446%
64Visual StudioTechnical SkillsSoftware development1 39,3263.177% 3,7532.138% -1.039%-32.710%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 1,4850.120% 1780.101% -0.019%-15.482%
77Voice/Data TelecomTechnical SkillsHardware10 116,9379.448% 10,9846.258% -3.191%-33.769%
1299Web Application ServerTechnical SkillsBusiness applications8 56,1114.534% 2,7001.538% -2.995%-66.071%
1248Web platform development softwareTechnical SkillsSoftware development5 2,3980.194% 310.018% -0.176%-90.885%
65web programmerTechnical SkillsSoftware development4 12,4121.003% 1,2670.722% -0.281%-28.024%
58Web serversTechnical SkillsBusiness applications6 83,1466.718% 7,1974.100% -2.618%-38.967%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 54,4474.399% 4,2392.415% -1.984%-45.104%
1356Windows CETechnical SkillsMobile Platforms4 2,3190.187% 1630.093% -0.095%-50.439%
1102WirelessTechnical SkillsNetwork5 49,3423.987% 6,3633.625% -0.362%-9.072%
1363YouTubeTechnical SkillsSocial Networking2 1,7340.140% 8900.507% 0.367%261.905%
79.NETProgramming SkillsCurrent1 125,30110.124% 10,3515.897% -4.227%-41.752%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 40.000% 10.001% 0.000%76.276%
209A programming language (APL)Programming SkillsLegacy2 1,8370.148% 4700.268% 0.119%80.402%
99AdaProgramming SkillsLegacy1 7,4260.600% 2,9871.702% 1.102%183.618%
80AJAXProgramming SkillsCurrent1 45,3233.662% 2,3761.354% -2.308%-63.036%
210Algorithmic language (ALGOL)Programming SkillsLegacy1 320.003% 50.003% 0.000%10.172%
192Apple AppleScriptProgramming SkillsCurrent1 830.007% 170.010% 0.003%44.419%
81ASPProgramming SkillsCurrent2 87,2387.048% 6,0443.443% -3.605%-51.149%
108AssemblyProgramming SkillsLegacy2 1,0880.088% 1080.062% -0.026%-30.008%
211AWKProgramming SkillsLegacy1 1,8870.152% 1010.058% -0.095%-62.260%
212BProgramming SkillsLegacy1 16,9621.370% 3,1961.821% 0.450%32.857%
83C#Programming SkillsCurrent2 101,6128.210% 11,1346.343% -1.867%-22.739%
82C/C++Programming SkillsCurrent3 114,9069.284% 13,4277.649% -1.635%-17.607%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 65,5525.296% 9,4225.368% 0.071%1.347%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 4400.036% 240.014% -0.022%-61.540%
84CGIProgramming SkillsCurrent2 9,6900.783% 1,5590.888% 0.105%13.442%
217ClipperProgramming SkillsLegacy1 2430.020% 160.009% -0.011%-53.573%
218CLUProgramming SkillsLegacy1 1620.013% 140.008% -0.005%-39.065%
100CobolProgramming SkillsLegacy1 14,3191.157% 8750.498% -0.658%-56.913%
85ColdFusionProgramming SkillsCurrent2 8,8720.717% 4560.260% -0.457%-63.759%
219Combined programming language (CPL)Programming SkillsLegacy1 3230.026% 150.009% -0.018%-67.255%
195Component object model (COM)Programming SkillsCurrent1 980.008% 110.006% -0.002%-20.856%
125Database programmingProgramming SkillsCurrent3 23,0021.858% 1,5710.895% -0.963%-51.843%
196Distributed component object model (DCOM)Programming SkillsCurrent1 1,6290.132% 210.012% -0.120%-90.910%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 3,4830.281% 2240.128% -0.154%-54.653%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 1,8590.150% 1800.103% -0.048%-31.727%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 9,8640.797% 4420.252% -0.545%-68.405%
109ForthProgramming SkillsLegacy1 7,1400.577% 2,2071.257% 0.680%117.950%
102FortranProgramming SkillsLegacy1 1,5580.126% 1150.066% -0.060%-47.954%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 181,76914.686% 14,8738.473% -6.213%-42.306%
222JProgramming SkillsLegacy1 4,9390.399% 9320.531% 0.132%33.055%
87Java/J2EE/J2PProgramming SkillsCurrent4 200,65816.212% 22,18212.637% -3.575%-22.053%
97JavaScriptProgramming SkillsCurrent3 113,3969.162% 15,8209.013% -0.149%-1.630%
89JavaServer FacesProgramming SkillsCurrent3 8,9730.725% 4260.243% -0.482%-66.525%
88JavaServer PagesProgramming SkillsCurrent3 33,1852.681% 1,7581.002% -1.680%-62.647%
223Job control language (JCL)Programming SkillsLegacy2 7,8580.635% 5220.297% -0.338%-53.161%
126LAMPProgramming SkillsCurrent1 4,6760.378% 4160.237% -0.141%-37.270%
104LispProgramming SkillsLegacy1 1710.014% 250.014% 0.000%3.085%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 5370.043% 1600.091% 0.048%110.087%
201Microsoft ActiveXProgramming SkillsCurrent1 1,4010.113% 270.015% -0.098%-86.411%
107PascalProgramming SkillsLegacy1 7000.057% 160.009% -0.047%-83.883%
90PerlProgramming SkillsCurrent1 54,7154.421% 4,6592.654% -1.767%-39.960%
91PHPProgramming SkillsCurrent1 27,7892.245% 3,8282.181% -0.064%-2.870%
103PL/1Programming SkillsLegacy3 2810.023% 490.028% 0.005%22.954%
105PrologProgramming SkillsLegacy1 2150.017% 380.022% 0.004%24.623%
95PythonProgramming SkillsCurrent1 39,6493.203% 15,1598.636% 5.433%169.582%
228Register transfer language (RTL)Programming SkillsLegacy1 14,6511.184% 310.018% -1.166%-98.508%
1216Ruby/Ruby on RailsProgramming SkillsCurrent1 13,4361.086% 3,0621.744% 0.659%60.690%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 2780.022% 310.018% -0.005%-21.373%
206Scripting languagesProgramming SkillsCurrent1 17,7841.437% 3,5752.037% 0.600%41.742%
101SmalltalkProgramming SkillsLegacy1 2820.023% 80.005% -0.018%-79.997%
92SQLProgramming SkillsCurrent3 379,89630.694% 42,45224.185% -6.509%-21.207%
110TCLProgramming SkillsLegacy1 2,4050.194% 1510.086% -0.108%-55.729%
98Unified Modeling LanguageProgramming SkillsCurrent2 29,0592.348% 1,1530.657% -1.691%-72.023%
93Visual BasicProgramming SkillsCurrent6 94,3907.626% 6,7183.827% -3.799%-49.816%
207Web service definition language (WSDL)Programming SkillsCurrent2 8,0480.650% 6310.359% -0.291%-44.717%
94XMLProgramming SkillsCurrent2 119,9079.688% 8,1264.629% -5.059%-52.216%
1342Computer ScienceMajorsComputer Science2 864,47269.846% 115,02765.531% -4.315%-6.179%
1344Information TechnologyMajorsInformation Technology3 492,82539.818% 67,39938.397% -1.421%-3.570%
1343Management Information SystemsMajorsManagement Information Systems9 1,237,683100.000% 175,532100.000% 0.000%0.000%

cs Degrees

Computer Science

2019-11-14Jobs Found:3,281,276Click on column headings to sort
Skill IDSkill NamePrimary CategorySecondary CategoryNumber of SynonymsOccurrencesFrequencyLast 2 years OccurrencesLast 2 years FrequencyLast 2 years Growth/DeclineMovement
252Analytical ThinkingSoft SkillsProblem-solving skills1 11,2770.344% 2,8900.740% 0.396%115.238%
2Attention to DetailsSoft SkillsProblem-solving skills1 13,0600.398% 1,9440.498% 0.100%25.016%
8Conflict ResolutionSoft SkillsInterpersonal skills1 17,2620.526% 2,7400.701% 0.175%33.313%
231CooperationSoft SkillsInterpersonal skills1 23,9230.729% 3,4820.891% 0.162%22.244%
3CreativitySoft SkillsProblem-solving skills4 111,7223.405% 21,1105.403% 1.998%58.695%
4Critical thinkingSoft SkillsProblem-solving skills3 48,5611.480% 12,9563.316% 1.836%124.077%
1300FlexibilitySoft SkillsWork ethic1 109,4183.335% 21,2455.438% 2.103%63.073%
232IndependenceSoft SkillsInterpersonal skills1 16,7310.510% 3,5310.904% 0.394%77.251%
13Initiative/Motivation to workSoft SkillsWork ethic5 409,74112.487% 63,42016.233% 3.746%29.996%
256InnovationSoft SkillsProblem-solving skills1 264,7328.068% 67,01417.153% 9.085%112.605%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 285,6808.706% 53,59613.718% 5.012%57.567%
1422InternshipSoft SkillsWork ethic3 54,2611.654% 18,6034.762% 3.108%187.945%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 1,8700.057% 4820.123% 0.066%116.481%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 221,5256.751% 41,03510.503% 3.752%55.577%
10LeadershipSoft SkillsInterpersonal skills1 659,59120.102% 99,78925.542% 5.440%27.064%
258LearningSoft SkillsProblem-solving skills1 266,1778.112% 73,18818.733% 10.621%130.931%
1Learning AbilitySoft SkillsProblem-solving skills3 65,0291.982% 11,5942.968% 0.986%49.741%
236ListeningSoft SkillsLanguage skills1 50,6001.542% 9,0902.327% 0.785%50.878%
260MathematicsSoft SkillsProblem-solving skills3 235,2597.170% 46,92112.010% 4.840%67.508%
261MemorizationSoft SkillsProblem-solving skills2 1550.005% 580.015% 0.010%214.275%
18Negotiation SkillsSoft SkillsLanguage skills1 24,9550.761% 3,1590.809% 0.048%6.318%
262OptimizationSoft SkillsProblem-solving skills1 183,1375.581% 27,2436.973% 1.392%24.937%
19Oral CommunicationsSoft SkillsLanguage skills5 50,9381.552% 8,3022.125% 0.573%36.885%
273PersistenceSoft SkillsWork ethic1 14,6770.447% 2,0300.520% 0.072%16.164%
239PersuasionSoft SkillsLanguage skills1 4,6430.141% 9020.231% 0.089%63.163%
1301Physical SkillSoft SkillsWork ethic2 4,5690.139% 2,0740.531% 0.392%281.243%
240PresentationsSoft SkillsLanguage skills1 144,7554.412% 23,8806.112% 1.701%38.553%
265Problem Solving SkillsSoft SkillsProblem-solving skills3 654,60719.950% 91,71223.475% 3.525%17.668%
20Questioning skillsSoft SkillsLanguage skills1 1,0760.033% 1980.051% 0.018%54.549%
241Reading ComprehensionSoft SkillsLanguage skills1 7560.023% 2160.055% 0.032%139.964%
6Research skillsSoft SkillsProblem-solving skills1 5,5180.168% 9910.254% 0.085%50.836%
15ResponsibilitySoft SkillsWork ethic2 303,1429.239% 44,56711.407% 2.169%23.476%
234Self ControlSoft SkillsInterpersonal skills1 3840.012% 730.019% 0.007%59.663%
11Self-esteemSoft SkillsInterpersonal skills1 7250.022% 5160.132% 0.110%497.758%
16Self-managementSoft SkillsWork ethic1 4,1920.128% 7970.204% 0.076%59.680%
250Stress ToleranceSoft SkillsPhysical skills1 6380.019% 2250.058% 0.038%196.194%
12TeamworkSoft SkillsInterpersonal skills1 140,8964.294% 22,4585.748% 1.454%33.871%
17Time ManagementSoft SkillsWork ethic2 115,2653.513% 17,7174.535% 1.022%29.094%
268VisualizationSoft SkillsProblem-solving skills1 53,0531.617% 17,2964.427% 2.810%173.810%
7Working under pressureSoft SkillsProblem-solving skills1 1,9150.058% 4120.105% 0.047%80.693%
21Written CommunicationsSoft SkillsLanguage skills5 506,31915.431% 67,02917.157% 1.726%11.187%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 141,1694.302% 49,66512.712% 8.410%195.478%
172Account managementBusiness SkillsManagement skills1 28,2380.861% 4,2301.083% 0.222%25.811%
22AccountingBusiness SkillsBusiness processes4 183,6585.597% 19,8575.083% -0.515%-9.193%
1263Accounting softwareBusiness SkillsBusiness processes8 22,0100.671% 4,4791.146% 0.476%70.913%
174AdministrationBusiness SkillsManagement skills3 678,48620.678% 80,05920.492% -0.186%-0.898%
1313AnalystBusiness SkillsProject management1 488,22314.879% 60,09515.382% 0.503%3.379%
175Application managementBusiness SkillsManagement skills5 244,9937.466% 29,3957.524% 0.058%0.771%
150Asset managementBusiness SkillsBusiness processes1 40,7321.241% 6,2161.591% 0.350%28.171%
151AuditingBusiness SkillsBusiness processes5 138,6084.224% 20,9745.368% 1.144%27.089%
1264Auditing softwareBusiness SkillsBusiness processes1 970.003% 40.001% -0.002%-65.366%
152BillingBusiness SkillsBusiness processes1 48,9111.491% 5,8431.496% 0.005%0.333%
153Bills of LadingBusiness SkillsBusiness processes1 620.002% 170.004% 0.002%130.288%
1314Business AnalystBusiness SkillsProject management1 164,5725.015% 15,0213.845% -1.171%-23.342%
35Business IntelligenceBusiness SkillsStrategy skills1 143,4704.372% 16,0664.112% -0.260%-5.950%
155Business performance management (BPM)Business SkillsBusiness processes2 19,6400.599% 1,4410.369% -0.230%-38.378%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 32,4120.988% 1,2900.330% -0.658%-66.573%
36Business StrategyBusiness SkillsStrategy skills3 570,47417.386% 97,06424.844% 7.459%42.901%
182Calendar and schedulingBusiness SkillsProject management3 121,2843.696% 14,9663.831% 0.134%3.637%
156Capacity planningBusiness SkillsBusiness processes1 71,8932.191% 5,7211.464% -0.727%-33.166%
28Change ManagementBusiness SkillsManagement skills1 125,0903.812% 17,3624.444% 0.632%16.571%
183Content workflowBusiness SkillsProject management1 1240.004% 100.003% -0.001%-32.268%
24Contracting and legalBusiness SkillsBusiness processes2 133,8354.079% 28,8897.394% 3.316%81.291%
176CoordinationBusiness SkillsManagement skills1 141,6314.316% 23,0855.909% 1.592%36.894%
157Cost accountingBusiness SkillsBusiness processes1 2,1360.065% 3260.083% 0.018%28.183%
158Cost estimationBusiness SkillsBusiness processes1 2,5850.079% 3340.085% 0.007%8.517%
1312Customer SupportBusiness SkillsBusiness processes6 612,07918.654% 76,62419.613% 0.959%5.141%
1339EducationBusiness SkillsIndustry Segment1 28,2810.862% 6,9791.786% 0.924%107.258%
1333EnergyBusiness SkillsIndustry Segment1 158,3724.827% 25,0346.408% 1.581%32.760%
1340EntertainmentBusiness SkillsIndustry Segment1 70,1512.138% 11,1202.846% 0.708%33.133%
1319EnvironmentalBusiness SkillsEnvironmental16 69,4722.117% 17,9734.600% 2.483%117.282%
1320Environmental StrategyBusiness SkillsEnvironmental10 35,9321.095% 14,7903.786% 2.691%245.701%
161FinancialBusiness SkillsBusiness processes2 606,02318.469% 83,99221.499% 3.029%16.403%
1275Financial Analysis softwareBusiness SkillsBusiness processes8 2,3810.073% 4160.106% 0.034%46.740%
1332Health CareBusiness SkillsIndustry Segment2 357,16510.885% 52,04313.321% 2.436%22.379%
177Human resourcesBusiness SkillsManagement skills2 104,5393.186% 16,3714.190% 1.004%31.526%
1336InsuranceBusiness SkillsIndustry Segment1 18,2610.557% 1,8560.475% -0.081%-14.637%
1316Managing/SupervisionBusiness SkillsManagement skills5 1,130,50334.453% 136,28034.882% 0.429%1.245%
1334ManufacturingBusiness SkillsIndustry Segment2 185,1195.642% 27,7197.095% 1.453%25.759%
26MarketingBusiness SkillsBusiness processes1 267,2938.146% 38,5049.855% 1.709%20.985%
185MonitoringBusiness SkillsProject management1 389,17111.860% 57,61414.747% 2.886%24.337%
179NegotiationBusiness SkillsManagement skills1 95,6562.915% 13,5853.477% 0.562%19.278%
163Operation and ControlBusiness SkillsBusiness processes3 2,2960.070% 9130.234% 0.164%233.974%
29Outsourcing ManagementBusiness SkillsManagement skills3 69,8062.127% 2,6420.676% -1.451%-68.213%
167ProcurementBusiness SkillsBusiness processes1 48,7401.485% 7,5701.938% 0.452%30.444%
1290Project Management softwareBusiness SkillsProject management3 75,1672.291% 5,6311.441% -0.849%-37.082%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 534,41916.287% 62,31215.949% -0.338%-2.073%
168QualityBusiness SkillsBusiness processes1 968,77529.524% 143,09536.627% 7.102%24.055%
1337Real EstateBusiness SkillsIndustry Segment2 20,9520.639% 3,9831.019% 0.381%59.661%
1335RetailBusiness SkillsIndustry Segment2 457,42113.940% 53,50613.695% -0.245%-1.757%
34Risk ManagementBusiness SkillsProject management1 89,1512.717% 18,1224.638% 1.922%70.724%
169Service OrientationBusiness SkillsBusiness processes1 22,1790.676% 3,0550.782% 0.106%15.687%
27Supply Chain ManagementBusiness SkillsBusiness processes3 87,0772.654% 13,2443.390% 0.736%27.741%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 5,6710.173% 5060.130% -0.043%-25.062%
178TeachingBusiness SkillsManagement skills7 83,7122.551% 18,5744.754% 2.203%86.351%
190TimekeepingBusiness SkillsProject management3 34,7611.059% 4,0951.048% -0.011%-1.059%
1296Timekeeping softwareBusiness SkillsProject management1 3,6220.110% 6890.176% 0.066%59.766%
171Total quality management (TQM)Business SkillsBusiness processes2 3,5220.107% 2710.069% -0.038%-35.376%
180TroubleshootingBusiness SkillsManagement skills1 461,53914.066% 59,27915.173% 1.107%7.871%
181VerificationBusiness SkillsManagement skills1 244,4497.450% 21,4835.499% -1.951%-26.189%
1338Waste ManagementBusiness SkillsIndustry Segment1 2,5580.078% 2360.060% -0.018%-22.514%
191WorkflowBusiness SkillsProject management1 143,7384.381% 19,1334.897% 0.517%11.796%
31Working GloballyBusiness SkillsManagement skills3 18,7740.572% 7770.199% -0.373%-65.240%
32Working with Virtual TeamsBusiness SkillsManagement skills2 6,1950.189% 9760.250% 0.061%32.319%
514GLTechnical SkillsSoftware development3 5,1290.156% 4070.104% -0.052%-33.354%
987Access servers & softwareTechnical SkillsNetwork10 103,5113.155% 11,2282.874% -0.281%-8.898%
38Agile Development MethodsTechnical SkillsSoftware development13 260,0717.926% 51,31713.135% 5.209%65.723%
304Algorithmic softwareTechnical SkillsBusiness applications1 1130.003% 60.002% -0.002%-55.405%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 4,2420.129% 6340.162% 0.033%25.526%
1352AndroidTechnical SkillsMobile Platforms3 77,3512.357% 13,8663.549% 1.192%50.556%
1351Apple iOSTechnical SkillsMobile Platforms6 52,6211.604% 5,4201.387% -0.216%-13.492%
120Apple operating systemsTechnical SkillsBusiness applications6 101,2023.084% 15,4243.948% 0.864%28.003%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 6,4760.197% 1,0200.261% 0.064%32.284%
1423Artificial IntelligenceTechnical SkillsInformation mgmt5 89,0342.713% 36,7619.409% 6.696%246.773%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 1770.005% 310.008% 0.003%47.096%
1265Backup & RecoveryTechnical SkillsTechnical applications16 256,4637.816% 25,4536.515% -1.301%-16.646%
1386BiometricTechnical SkillsInformation mgmt2 8,3460.254% 1,1260.288% 0.034%13.311%
1353BlackberryTechnical SkillsMobile Platforms2 24,9120.759% 5820.149% -0.610%-80.379%
336Borland DelphiTechnical SkillsBusiness applications1 5,5090.168% 3250.083% -0.085%-50.452%
337Borland JBuilderTechnical SkillsBusiness applications1 3,8250.117% 390.010% -0.107%-91.437%
338Borland ParadoxTechnical SkillsBusiness applications1 2770.008% 290.007% -0.001%-12.071%
72Business Continuity PlanningTechnical SkillsHardware2 37,3651.139% 4,9661.271% 0.132%11.623%
352Cadence OpusTechnical SkillsBusiness applications1 1,3930.042% 940.024% -0.018%-43.325%
868CalculatorsTechnical SkillsHardware1 2,2650.069% 3670.094% 0.025%36.085%
39CASE ToolsTechnical SkillsSoftware development1 134,8354.109% 19,4694.983% 0.874%21.270%
367Categorization or classification softwareTechnical SkillsBusiness applications1 15,8450.483% 1,7690.453% -0.030%-6.233%
112CertificationTechnical SkillsMisc3 551,12016.796% 81,27720.804% 4.008%23.861%
78CiscoTechnical SkillsHardware1 160,8954.903% 18,5434.746% -0.157%-3.205%
1009Cisco Systems IOSTechnical SkillsNetwork1 77,3852.358% 13,3833.426% 1.067%45.248%
40Client-ServerTechnical SkillsSoftware development1 65,5191.997% 3,0580.783% -1.214%-60.800%
1011Cluster server softwareTechnical SkillsNetwork9 58,6261.787% 6,0161.540% -0.247%-13.815%
1147CMAKETechnical SkillsSoftware development1 1,1470.035% 5050.129% 0.094%269.779%
1151Compatibility testingTechnical SkillsSoftware development1 1,8830.057% 1680.043% -0.014%-25.067%
1152CompilersTechnical SkillsSoftware development5 35,3611.078% 5,3371.366% 0.288%26.761%
1255Compliance softwareTechnical SkillsTechnical applications4 15,4120.470% 2,7030.692% 0.222%47.299%
385Computer aided design (CAD)Technical SkillsBusiness applications12 28,6040.872% 5,1791.326% 0.454%52.066%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 4,9070.150% 6860.176% 0.026%17.415%
875Computer diagnosticsTechnical SkillsHardware5 149,5424.557% 22,6145.788% 1.231%27.007%
1107Computer forensicsTechnical SkillsSecurity1 7,6470.233% 8050.206% -0.027%-11.586%
1266Computer HardwareTechnical SkillsHardware15 74,4832.270% 12,1383.107% 0.837%36.869%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 2,4760.075% 2540.065% -0.010%-13.842%
1015Computer serversTechnical SkillsNetwork6 326,3639.946% 30,1187.709% -2.237%-22.493%
1267Computer UtilitiesTechnical SkillsMisc1 2,7130.083% 5470.140% 0.057%69.337%
59Content ManagerTechnical SkillsBusiness applications1 2,5400.077% 1610.041% -0.036%-46.764%
1396Continuous ImprovementTechnical SkillsSoftware development1 64,6531.970% 17,8314.564% 2.594%131.633%
878ControllersTechnical SkillsHardware3 22,7880.694% 3,9061.000% 0.305%43.959%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 3,3090.101% 6100.156% 0.055%54.827%
407Customer information control system (CICS)Technical SkillsBusiness applications2 12,6620.386% 7130.182% -0.203%-52.707%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 157,9284.813% 16,4754.217% -0.596%-12.385%
1368Cyber SecurityTechnical SkillsInformation mgmt3 72,0902.197% 25,1976.449% 4.252%193.554%
953Data acquisition systemsTechnical SkillsInformation mgmt1 18,4150.561% 3,1740.812% 0.251%44.760%
955Data compression softwareTechnical SkillsInformation mgmt1 12,3470.376% 1,0230.262% -0.114%-30.413%
956Data conversion softwareTechnical SkillsInformation mgmt1 13,8600.422% 1,1440.293% -0.130%-30.677%
958Data dictionaryTechnical SkillsInformation mgmt1 9,3090.284% 7810.200% -0.084%-29.537%
959Data entryTechnical SkillsInformation mgmt1 13,5330.412% 2,2730.582% 0.169%41.065%
962Data mappingTechnical SkillsInformation mgmt1 17,0160.519% 1,8410.471% -0.047%-9.132%
67Data MiningTechnical SkillsInformation mgmt5 66,8382.037% 11,4432.929% 0.892%43.791%
963Data modelingTechnical SkillsInformation mgmt1 115,7683.528% 10,8592.779% -0.749%-21.220%
68Data WarehousingTechnical SkillsInformation mgmt2 168,2055.126% 14,6683.754% -1.372%-26.760%
69Database AdministrationTechnical SkillsInformation mgmt12 215,0086.553% 16,6384.259% -2.294%-35.008%
969Database design softwareTechnical SkillsInformation mgmt16 184,3215.617% 14,0803.604% -2.013%-35.843%
1268Database ReportingTechnical SkillsInformation mgmt3 49,1971.499% 2,4780.634% -0.865%-57.696%
1269Database SecurityTechnical SkillsInformation mgmt2 6350.019% 1010.026% 0.006%33.586%
1373Database SecurityTechnical SkillsInformation mgmt1 7280.022% 1440.037% 0.015%66.129%
1270Database ServersTechnical SkillsInformation mgmt3 42,0961.283% 1,4580.373% -0.910%-70.911%
1271Database TestingTechnical SkillsInformation mgmt1 3,1950.097% 3300.084% -0.013%-13.253%
1160DebuggingTechnical SkillsSoftware development7 263,0058.015% 32,9528.434% 0.419%5.228%
1385DecryptionTechnical SkillsInformation mgmt2 1,1260.034% 1660.042% 0.008%23.818%
418Desktop publishing softwareTechnical SkillsBusiness applications13 46,8091.427% 10,7372.748% 1.322%92.649%
1272Development EnvironmentTechnical SkillsSoftware development13 175,0615.335% 19,7235.048% -0.287%-5.377%
1273Digital ImagingTechnical SkillsHardware1 8760.027% 630.016% -0.011%-39.598%
883Digital Signal Processor (DSP)Technical SkillsHardware2 11,3090.345% 1,4880.381% 0.036%10.508%
423Disk operating system (DOS)Technical SkillsBusiness applications1 9,2430.282% 7870.201% -0.080%-28.489%
1307Doctor of PhilosophyTechnical SkillsMisc3 142,6884.349% 24,2306.202% 1.853%42.620%
973Document management softwareTechnical SkillsInformation mgmt4 25,8300.787% 2,7250.697% -0.090%-11.395%
1020Domain name system (DNS)Technical SkillsNetwork3 112,4033.426% 11,7213.000% -0.425%-12.421%
61DreamweaverTechnical SkillsSoftware development1 14,8370.452% 4880.125% -0.327%-72.376%
54DSS/GDSSTechnical SkillsBusiness applications5 36,3471.108% 3,1820.814% -0.293%-26.473%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 1310.004% 340.009% 0.005%117.982%
62EclipseTechnical SkillsSoftware development1 73,9622.254% 5,2291.338% -0.916%-40.622%
1308Electronic CommerceTechnical SkillsBusiness applications2 153,7784.687% 12,5753.219% -1.468%-31.320%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 27,8600.849% 2,2590.578% -0.271%-31.900%
1023Electronic mail softwareTechnical SkillsNetwork8 49,1851.499% 5,3771.376% -0.123%-8.183%
1384EncryptionTechnical SkillsInformation mgmt1 2790.009% 1070.027% 0.019%222.102%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 146,0894.452% 13,6273.488% -0.964%-21.658%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications15 147,4224.493% 15,3023.917% -0.576%-12.823%
1321Environmental CertificationTechnical SkillsEnvironmental1 2340.007% 790.020% 0.013%183.547%
1328Environmental CleanupTechnical SkillsEnvironmental2 5150.016% 390.010% -0.006%-36.398%
1329Environmental EnergyTechnical SkillsEnvironmental23 11,0280.336% 3,1000.793% 0.457%136.091%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 10,7210.327% 2,2250.570% 0.243%74.304%
1327Environmental PollutionTechnical SkillsEnvironmental22 8,2600.252% 2,3170.593% 0.341%135.592%
1324Environmental Pollution ControlTechnical SkillsEnvironmental8 4,9660.151% 1,2420.318% 0.167%110.053%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental7 1,8980.058% 4520.116% 0.058%100.012%
1326Environmental Product StewardshipTechnical SkillsEnvironmental13 6,7630.206% 1,6390.420% 0.213%103.542%
1331Environmental ScienceTechnical SkillsEnvironmental2 4380.013% 740.019% 0.006%41.896%
1322Environmental TechnologyTechnical SkillsEnvironmental2 6290.019% 2500.064% 0.045%233.813%
461Expert system softwareTechnical SkillsBusiness applications1 1,2900.039% 2130.055% 0.015%38.677%
1359FacebookTechnical SkillsSocial Networking1 440,52613.425% 9,7292.490% -10.935%-81.451%
463Facilities management softwareTechnical SkillsBusiness applications4 5,8640.179% 9830.252% 0.073%40.791%
468Flight control softwareTechnical SkillsBusiness applications1 1,1980.037% 2400.061% 0.025%68.255%
469Flowchart softwareTechnical SkillsBusiness applications5 9,7960.299% 9800.251% -0.048%-15.978%
1367ForensicTechnical SkillsInformation mgmt2 28,0050.853% 5,6221.439% 0.586%68.604%
1112Fraud DetectionTechnical SkillsSecurity1 17,7220.540% 3,5420.907% 0.367%67.861%
63FrontPageTechnical SkillsSoftware development1 2,4800.076% 340.009% -0.067%-88.486%
475Fund accounting softwareTechnical SkillsBusiness applications1 7430.023% 860.022% -0.001%-2.787%
1260GamingTechnical SkillsMisc2 77,6372.366% 12,1953.121% 0.755%31.925%
113Generic databasesTechnical SkillsInformation mgmt2 541,95316.517% 61,43515.725% -0.792%-4.793%
1365Google AppsTechnical SkillsBusiness applications4 12,5790.383% 1,1810.302% -0.081%-21.147%
1364Google PlusTechnical SkillsSocial Networking1 1,4940.046% 1870.048% 0.002%5.125%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications32 162,5274.953% 20,5255.254% 0.300%6.065%
484Graphic softwareTechnical SkillsBusiness applications16 242,7567.398% 27,8927.139% -0.259%-3.501%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 66,5962.030% 3,7500.960% -1.070%-52.707%
1323Green ITTechnical SkillsEnvironmental9 8,4460.257% 1,6400.420% 0.162%63.082%
893Guidance systemsTechnical SkillsHardware1 1630.005% 240.006% 0.001%23.662%
1371HackingTechnical SkillsInformation mgmt5 17,8160.543% 3,8280.980% 0.437%80.458%
895Hardware description language (HDL)Technical SkillsHardware2 1,2100.037% 3270.084% 0.047%126.974%
1277Hardware DesignTechnical SkillsHardware20 28,9190.881% 5,5581.423% 0.541%61.417%
1278Hardware TestingTechnical SkillsHardware4 9,3490.285% 1,1910.305% 0.020%6.994%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 1,0440.032% 2350.060% 0.028%89.052%
492Helpdesk or call centerTechnical SkillsBusiness applications2 114,3863.486% 14,2053.636% 0.150%4.299%
1377Homeland SecurityTechnical SkillsInformation mgmt1 57,6601.757% 5,4101.385% -0.373%-21.198%
114IBM databasesTechnical SkillsInformation mgmt2 86,0162.621% 4,3621.116% -1.505%-57.409%
121IBM operating systemsTechnical SkillsBusiness applications4 60,7461.851% 2,1210.543% -1.308%-70.675%
898Image capture devicesTechnical SkillsHardware9 16,0200.488% 2,9110.745% 0.257%52.614%
524Industrial control softwareTechnical SkillsBusiness applications3 14,1210.430% 2,9500.755% 0.325%75.457%
975Information retrieval or search softwareTechnical SkillsInformation mgmt5 51,5581.571% 6,7251.721% 0.150%9.549%
1375Information SecurityTechnical SkillsInformation mgmt3 133,4344.067% 24,5566.285% 2.219%54.563%
899InfraredTechnical SkillsHardware1 2,7090.083% 4750.122% 0.039%47.265%
1180InstallationTechnical SkillsSoftware development1 274,4068.363% 29,2977.499% -0.864%-10.331%
901Interface definition language (IDL)Technical SkillsHardware1 1,2910.039% 1640.042% 0.003%6.692%
536Internet browser softwareTechnical SkillsBusiness applications4 18,5530.565% 1,5620.400% -0.166%-29.290%
1393Intrusion DetectionTechnical SkillsInformation mgmt1 36,3691.108% 4,1881.072% -0.036%-3.286%
541Inventory management softwareTechnical SkillsBusiness applications3 14,9380.455% 2,1690.555% 0.100%21.950%
1414ISO 9000Technical SkillsSoftware development1 4,9650.151% 1900.049% -0.103%-67.860%
73IT Architecture/StandardsTechnical SkillsHardware2 22,4800.685% 2,6180.670% -0.015%-2.189%
1357Java METechnical SkillsMobile Platforms2 1,1450.035% 120.003% -0.032%-91.198%
1035KernelTechnical SkillsNetwork1 38,0281.159% 3,2730.838% -0.321%-27.714%
907LasersTechnical SkillsHardware1 9880.030% 2380.061% 0.031%102.318%
1038License management softwareTechnical SkillsNetwork1 2,2110.067% 3570.091% 0.024%35.610%
1361LinkedInTechnical SkillsSocial Networking1 32,1210.979% 6,3891.635% 0.656%67.054%
908Mainframe computersTechnical SkillsHardware2 69,2082.109% 4,4831.147% -0.962%-45.597%
124Mainframe operating systemsTechnical SkillsBusiness applications8 42,0751.282% 4,1011.050% -0.233%-18.139%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications9 72,7952.218% 5,5951.432% -0.786%-35.448%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 13,0840.399% 1,1680.299% -0.100%-25.025%
1281Medical softwareTechnical SkillsBusiness applications9 20,8750.636% 4,6431.188% 0.552%86.804%
115Microsoft databasesTechnical SkillsInformation mgmt5 498,81415.202% 36,5929.366% -5.836%-38.389%
119Microsoft operating systemsTechnical SkillsBusiness applications4 690,92721.057% 58,72315.031% -6.026%-28.618%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 21,3740.651% 2,2390.573% -0.078%-12.020%
625MultimediaTechnical SkillsBusiness applications1 28,6760.874% 2,0680.529% -0.345%-39.432%
1362MySpaceTechnical SkillsSocial Networking1 3,7390.114% 510.013% -0.101%-88.544%
74Network administrationTechnical SkillsHardware17 345,82710.539% 39,34510.071% -0.469%-4.447%
1282Network Administration softwareTechnical SkillsNetwork18 171,1175.215% 20,4415.232% 0.017%0.328%
1283Network HardwareTechnical SkillsNetwork11 126,6563.860% 11,6012.969% -0.891%-23.072%
1284Network Monitoring softwareTechnical SkillsNetwork15 91,9792.803% 10,4172.666% -0.137%-4.881%
1059Network operation system software (NOS)Technical SkillsNetwork2 3,1150.095% 3000.077% -0.018%-19.113%
1122Network securityTechnical SkillsSecurity1 106,2733.239% 10,4802.682% -0.556%-17.177%
1369Network SecurityTechnical SkillsInformation mgmt1 21,7920.664% 1,9290.494% -0.170%-25.655%
1285Network Security softwareTechnical SkillsSecurity36 243,1057.409% 34,1058.729% 1.321%17.825%
1286Network softwareTechnical SkillsNetwork6 61,3341.869% 8,0412.058% 0.189%10.109%
1287Network TestingTechnical SkillsNetwork11 53,1941.621% 5,3721.375% -0.246%-15.182%
1065Novell network softwareTechnical SkillsNetwork2 4,2830.131% 980.025% -0.105%-80.783%
643OberonTechnical SkillsBusiness applications1 4360.013% 230.006% -0.007%-55.695%
1413Object Oriented DesignTechnical SkillsSoftware development2 100,2173.054% 5,5251.414% -1.640%-53.697%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 466,56714.219% 36,7119.397% -4.823%-33.916%
1288Office ApplicationsTechnical SkillsBusiness applications13 417,13712.713% 57,55314.731% 2.019%15.879%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 38,5161.174% 1,8120.464% -0.710%-60.488%
116Open-source databasesTechnical SkillsInformation mgmt4 215,3486.563% 21,8055.581% -0.982%-14.959%
118Open-source operating systemsTechnical SkillsBusiness applications8 602,13718.351% 63,18216.172% -2.179%-11.872%
56Operating SystemsTechnical SkillsBusiness applications3 321,9159.811% 37,6329.632% -0.178%-1.818%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 2,0880.064% 3670.094% 0.030%47.621%
117Oracle databasesTechnical SkillsInformation mgmt1 565,30817.228% 37,5499.611% -7.617%-44.214%
1354Palm OSTechnical SkillsMobile Platforms3 3,1900.097% 190.005% -0.092%-94.998%
1376Penetration TestingTechnical SkillsInformation mgmt5 91,1272.777% 19,5314.999% 2.222%80.008%
1289Physical ToolsTechnical SkillsHardware1 2470.008% 900.023% 0.016%206.027%
683Point of sale (POS)Technical SkillsBusiness applications3 19,6160.598% 2,7010.691% 0.094%15.645%
686PolkaTechnical SkillsBusiness applications1 5930.018% 5930.152% 0.134%739.873%
931PrintersTechnical SkillsHardware3 31,1240.949% 6,9261.773% 0.824%86.896%
43ProgrammingTechnical SkillsSoftware development1 967,00329.470% 106,99327.386% -2.084%-7.073%
700ProvisioningTechnical SkillsBusiness applications1 49,9211.521% 7,2511.856% 0.335%21.991%
1405Rapid Application DevelopmentTechnical SkillsSoftware development2 18,6460.568% 9940.254% -0.314%-55.227%
1258Rate ControlTechnical SkillsTechnical applications1 1880.006% 40.001% -0.005%-82.130%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 39,8951.216% 7400.189% -1.026%-84.421%
1077Remote control softwareTechnical SkillsNetwork2 3,2650.100% 5280.135% 0.036%35.820%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 2,1190.065% 1680.043% -0.022%-33.413%
1379Risk AnalysisTechnical SkillsInformation mgmt1 20,8660.636% 3,3410.855% 0.219%34.478%
1262RoboticsTechnical SkillsHardware3 20,4460.623% 7,9632.038% 1.415%227.101%
1318RSATechnical SkillsSecurity1 14,9090.454% 9760.250% -0.205%-45.019%
44SDLCTechnical SkillsSoftware development7 445,15413.566% 45,52311.652% -1.914%-14.112%
1132Secure shell (SSH)Technical SkillsSecurity1 3330.010% 200.005% -0.005%-49.557%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 46,1591.407% 4,3811.121% -0.285%-20.287%
76SecurityTechnical SkillsHardware4 2,204,77267.193% 143,87736.827% -30.366%-45.192%
1382Security AuditTechnical SkillsInformation mgmt1 3,3720.103% 3940.101% -0.002%-1.865%
1315Security ClearanceTechnical SkillsMisc2 250,6287.638% 38,3249.809% 2.171%28.427%
1381Security PlanTechnical SkillsInformation mgmt1 2,6650.081% 6580.168% 0.087%107.368%
1380Security PolicyTechnical SkillsInformation mgmt2 52,5881.603% 9,2332.363% 0.761%47.459%
1135Security testing softwareTechnical SkillsSecurity1 10,4420.318% 2,1980.563% 0.244%76.790%
60Sharepoint ServerTechnical SkillsBusiness applications1 11,7210.357% 3610.092% -0.265%-74.132%
1084Signal generatorsTechnical SkillsNetwork1 7930.024% 2120.054% 0.030%124.531%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 31,3860.957% 1,8260.467% -0.489%-51.137%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 142,3474.338% 11,9733.065% -1.274%-29.357%
1220Simulation softwareTechnical SkillsSoftware development5 59,7861.822% 12,1293.105% 1.282%70.388%
1366Social NetworkTechnical SkillsSocial Networking1 11,8260.360% 7260.186% -0.175%-48.440%
1358Social NetworkingTechnical SkillsSocial Networking1 18,6540.568% 6470.166% -0.403%-70.870%
42Software DevelopmentTechnical SkillsSoftware development2 892,27927.193% 95,95324.560% -2.633%-9.683%
1291Software Development softwareTechnical SkillsSoftware development3 6,0970.186% 2130.055% -0.131%-70.659%
1309Software EngineeringTechnical SkillsSoftware development1 535,66316.325% 65,28116.709% 0.384%2.355%
1292Software InstallationTechnical SkillsSoftware development4 410,05712.497% 57,73914.779% 2.282%18.260%
1223Software librariesTechnical SkillsSoftware development1 1,4530.044% 3760.096% 0.052%117.338%
1293Software MaintenanceTechnical SkillsSoftware development1 27,5020.838% 2,1140.541% -0.297%-35.441%
1294Software TestingTechnical SkillsSoftware development14 406,97712.403% 51,57113.200% 0.797%6.426%
1225Source code management (SCM)Technical SkillsSoftware development5 143,6174.377% 17,3124.431% 0.054%1.241%
1229Static analysis softwareTechnical SkillsSoftware development1 3,5980.110% 6420.164% 0.055%49.861%
772Statistical analysis softwareTechnical SkillsBusiness applications26 265,5238.092% 51,82913.266% 5.174%63.940%
774Statistical softwareTechnical SkillsBusiness applications1 128,9533.930% 29,2427.485% 3.555%90.454%
1230Stress testing softwareTechnical SkillsSoftware development1 9,2160.281% 7660.196% -0.085%-30.193%
122Sun operating systemsTechnical SkillsBusiness applications3 137,2014.181% 4,3861.123% -3.059%-73.151%
939Surveillance systemsTechnical SkillsHardware5 31,1470.949% 6,5811.684% 0.735%77.456%
791Symantec softwareTechnical SkillsBusiness applications1 24,5440.748% 1,6980.435% -0.313%-41.896%
1355SymbianTechnical SkillsMobile Platforms1 1130.003% 50.001% -0.002%-62.837%
1310System AdministrationTechnical SkillsNetwork4 222,1656.771% 21,8005.580% -1.191%-17.587%
45System TestingTechnical SkillsSoftware development5 77,2102.353% 9,1522.343% -0.011%-0.447%
46Systems AnalysisTechnical SkillsSoftware development8 284,3088.665% 30,9477.921% -0.743%-8.580%
47Systems DesignTechnical SkillsSoftware development1 49,2031.500% 5,1991.331% -0.169%-11.255%
1233Systems EvaluationTechnical SkillsSoftware development1 3500.011% 930.024% 0.013%123.166%
1234Systems integrationTechnical SkillsSoftware development8 157,0844.787% 8,0382.057% -2.730%-57.024%
75TCP/IPTechnical SkillsHardware3 198,7706.058% 15,8794.064% -1.993%-32.906%
1235Technology DesignTechnical SkillsSoftware development1 3,1000.094% 5040.129% 0.035%36.547%
1236TemplatesTechnical SkillsSoftware development1 51,9991.585% 6,1171.566% -0.019%-1.200%
1239Test implementationTechnical SkillsSoftware development1 1,5800.048% 4050.104% 0.056%115.284%
1302TestingTechnical SkillsSoftware development1 1,102,86633.611% 139,13535.613% 2.002%5.956%
1297Training softwareTechnical SkillsBusiness applications3 2,6550.081% 2720.070% -0.011%-13.956%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 4,5430.138% 3680.094% -0.044%-31.967%
1360TwitterTechnical SkillsSocial Networking1 44,9441.370% 8,5812.196% 0.827%60.354%
1411Unified ProcessTechnical SkillsSoftware development1 8,8380.269% 1140.029% -0.240%-89.167%
123UNIX operating systemsTechnical SkillsBusiness applications5 530,53716.169% 30,8377.893% -8.276%-51.183%
1298UNIX ShellsTechnical SkillsBusiness applications4 124,8053.804% 9,4632.422% -1.381%-36.319%
1410Use CaseTechnical SkillsSoftware development1 24,8630.758% 2,5140.643% -0.114%-15.077%
48User-Interface DesignTechnical SkillsSoftware development2 232,8307.096% 25,8496.616% -0.479%-6.756%
836Video creation and editing softwareTechnical SkillsBusiness applications3 14,6340.446% 1,5610.400% -0.046%-10.411%
64Visual StudioTechnical SkillsSoftware development1 126,9913.870% 9,7712.501% -1.369%-35.378%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 4,6250.141% 8760.224% 0.083%59.077%
77Voice/Data TelecomTechnical SkillsHardware10 237,1127.226% 20,5665.264% -1.962%-27.153%
1299Web Application ServerTechnical SkillsBusiness applications8 156,3164.764% 5,5061.409% -3.355%-70.417%
1248Web platform development softwareTechnical SkillsSoftware development5 9,7910.298% 1230.031% -0.267%-89.449%
65web programmerTechnical SkillsSoftware development4 39,1461.193% 2,4730.633% -0.560%-46.942%
58Web serversTechnical SkillsBusiness applications6 258,3857.875% 17,6134.508% -3.366%-42.749%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 187,4405.712% 12,8713.294% -2.418%-42.328%
1356Windows CETechnical SkillsMobile Platforms4 21,2280.647% 4260.109% -0.538%-83.146%
1102WirelessTechnical SkillsNetwork5 143,8384.384% 15,5243.974% -0.410%-9.355%
1363YouTubeTechnical SkillsSocial Networking2 9,7370.297% 3,5470.908% 0.611%205.950%
79.NETProgramming SkillsCurrent1 400,08012.193% 27,8537.129% -5.064%-41.529%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 1180.004% 230.006% 0.002%63.704%
209A programming language (APL)Programming SkillsLegacy2 5,6280.172% 1,1280.289% 0.117%68.333%
99AdaProgramming SkillsLegacy1 14,3540.437% 4,4701.144% 0.707%161.546%
80AJAXProgramming SkillsCurrent1 213,3906.503% 7,4861.916% -4.587%-70.536%
210Algorithmic language (ALGOL)Programming SkillsLegacy1 810.002% 90.002% -0.000%-6.681%
192Apple AppleScriptProgramming SkillsCurrent1 5790.018% 460.012% -0.006%-33.274%
81ASPProgramming SkillsCurrent2 269,0318.199% 13,5863.477% -4.722%-57.587%
108AssemblyProgramming SkillsLegacy2 9,9730.304% 6360.163% -0.141%-46.439%
211AWKProgramming SkillsLegacy1 7,7370.236% 3830.098% -0.138%-58.424%
212BProgramming SkillsLegacy1 44,5551.358% 8,2352.108% 0.750%55.232%
83C#Programming SkillsCurrent2 409,99812.495% 39,75210.175% -2.320%-18.569%
82C/C++Programming SkillsCurrent3 610,50118.606% 65,28516.710% -1.895%-10.187%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 317,5129.676% 32,8448.407% -1.270%-13.122%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 9130.028% 450.012% -0.016%-58.604%
84CGIProgramming SkillsCurrent2 26,0340.793% 2,9110.745% -0.048%-6.089%
217ClipperProgramming SkillsLegacy1 6080.019% 550.014% -0.004%-24.025%
218CLUProgramming SkillsLegacy1 1960.006% 140.004% -0.002%-40.009%
100CobolProgramming SkillsLegacy1 25,8330.787% 1,4530.372% -0.415%-52.761%
85ColdFusionProgramming SkillsCurrent2 21,3830.652% 8740.224% -0.428%-65.671%
219Combined programming language (CPL)Programming SkillsLegacy1 4310.013% 450.012% -0.002%-12.310%
195Component object model (COM)Programming SkillsCurrent1 5410.016% 130.003% -0.013%-79.818%
125Database programmingProgramming SkillsCurrent3 88,1242.686% 3,9941.022% -1.663%-61.935%
196Distributed component object model (DCOM)Programming SkillsCurrent1 5,3490.163% 760.019% -0.144%-88.067%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 22,0690.673% 1,0890.279% -0.394%-58.556%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 5,9270.181% 5980.153% -0.028%-15.262%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 37,5461.144% 1,0850.278% -0.867%-75.729%
109ForthProgramming SkillsLegacy1 10,4180.317% 2,7340.700% 0.382%120.408%
102FortranProgramming SkillsLegacy1 6,0870.186% 7470.191% 0.006%3.070%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 636,39419.395% 45,48511.642% -7.752%-39.972%
222JProgramming SkillsLegacy1 12,3920.378% 1,8670.478% 0.100%26.537%
87Java/J2EE/J2PProgramming SkillsCurrent4 867,82226.448% 87,34322.356% -4.091%-15.470%
97JavaScriptProgramming SkillsCurrent3 515,83615.721% 57,16814.633% -1.088%-6.920%
89JavaServer FacesProgramming SkillsCurrent3 32,0050.975% 1,0000.256% -0.719%-73.758%
88JavaServer PagesProgramming SkillsCurrent3 134,9954.114% 3,9901.021% -3.093%-75.176%
223Job control language (JCL)Programming SkillsLegacy2 15,0570.459% 9390.240% -0.219%-47.623%
126LAMPProgramming SkillsCurrent1 38,3001.167% 1,2950.331% -0.836%-71.602%
104LispProgramming SkillsLegacy1 2,4560.075% 1910.049% -0.026%-34.684%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 2,6820.082% 7830.200% 0.119%145.198%
201Microsoft ActiveXProgramming SkillsCurrent1 5,1140.156% 730.019% -0.137%-88.011%
107PascalProgramming SkillsLegacy1 1,6280.050% 650.017% -0.033%-66.467%
90PerlProgramming SkillsCurrent1 270,5628.246% 17,3074.430% -3.816%-46.276%
91PHPProgramming SkillsCurrent1 159,2584.854% 11,9593.061% -1.793%-36.932%
103PL/1Programming SkillsLegacy3 6090.019% 720.018% -0.000%-0.705%
105PrologProgramming SkillsLegacy1 1,5210.046% 270.007% -0.039%-85.091%
95PythonProgramming SkillsCurrent1 282,4508.608% 73,96018.931% 10.323%119.922%
228Register transfer language (RTL)Programming SkillsLegacy1 44,9481.370% 7720.198% -1.172%-85.575%
1216Ruby/Ruby on RailsProgramming SkillsCurrent1 108,3603.302% 14,1393.619% 0.317%9.588%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 1,8410.056% 2010.051% -0.005%-8.303%
206Scripting languagesProgramming SkillsCurrent1 86,6452.641% 11,9563.060% 0.420%15.893%
101SmalltalkProgramming SkillsLegacy1 9920.030% 190.005% -0.025%-83.914%
92SQLProgramming SkillsCurrent3 1,110,69133.849% 99,97225.589% -8.261%-24.404%
110TCLProgramming SkillsLegacy1 17,5730.536% 1,2590.322% -0.213%-39.828%
98Unified Modeling LanguageProgramming SkillsCurrent2 102,6323.128% 3,7370.957% -2.171%-69.419%
93Visual BasicProgramming SkillsCurrent6 230,2537.017% 12,8873.299% -3.719%-52.993%
207Web service definition language (WSDL)Programming SkillsCurrent2 28,1460.858% 1,4060.360% -0.498%-58.045%
94XMLProgramming SkillsCurrent2 444,83513.557% 21,4645.494% -8.063%-59.475%
1342Computer ScienceMajorsComputer Science2 3,281,276100.000% 390,687100.000% 0.000%0.000%
1344Information TechnologyMajorsInformation Technology3 868,12326.457% 95,10924.344% -2.113%-7.986%
1343Management Information SystemsMajorsManagement Information Systems9 864,58326.349% 115,02729.442% 3.093%11.740%

IT Degrees

Information Technology

2019-11-14Jobs Found:1,614,276Click on column headings to sort
Skill IDSkill NamePrimary CategorySecondary CategoryNumber of SynonymsOccurrencesFrequencyLast 2 years OccurrencesLast 2 years FrequencyLast 2 years Growth/DeclineMovement
252Analytical ThinkingSoft SkillsProblem-solving skills1 5,4060.335% 1,4320.709% 0.374%111.802%
2Attention to DetailsSoft SkillsProblem-solving skills1 4,7180.292% 9940.492% 0.200%68.458%
8Conflict ResolutionSoft SkillsInterpersonal skills1 12,0210.745% 2,4771.227% 0.482%64.759%
231CooperationSoft SkillsInterpersonal skills1 14,3180.887% 2,9571.465% 0.578%65.132%
3CreativitySoft SkillsProblem-solving skills4 48,4363.000% 10,1385.022% 2.021%67.358%
4Critical thinkingSoft SkillsProblem-solving skills3 26,3211.631% 8,1964.060% 2.429%148.979%
1300FlexibilitySoft SkillsWork ethic1 107,7956.678% 11,7645.827% -0.851%-12.739%
232IndependenceSoft SkillsInterpersonal skills1 10,1380.628% 2,3501.164% 0.536%85.344%
13Initiative/Motivation to workSoft SkillsWork ethic5 215,60413.356% 39,33519.483% 6.127%45.876%
256InnovationSoft SkillsProblem-solving skills1 126,6837.848% 29,05314.391% 6.543%83.373%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 214,58813.293% 44,82022.200% 8.907%67.005%
1422InternshipSoft SkillsWork ethic3 55,4403.434% 6,3333.137% -0.298%-8.662%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 1,3520.084% 5090.252% 0.168%201.026%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 125,6677.785% 28,00913.873% 6.089%78.213%
10LeadershipSoft SkillsInterpersonal skills1 377,59923.391% 65,51332.450% 9.059%38.727%
258LearningSoft SkillsProblem-solving skills1 178,52011.059% 28,45914.096% 3.037%27.466%
1Learning AbilitySoft SkillsProblem-solving skills3 27,0071.673% 6,5703.254% 1.581%94.515%
236ListeningSoft SkillsLanguage skills1 57,0313.533% 5,8702.908% -0.625%-17.702%
260MathematicsSoft SkillsProblem-solving skills3 52,0883.227% 10,5185.210% 1.983%61.458%
261MemorizationSoft SkillsProblem-solving skills2 1600.010% 650.032% 0.022%224.830%
18Negotiation SkillsSoft SkillsLanguage skills1 17,9801.114% 2,2201.100% -0.014%-1.275%
262OptimizationSoft SkillsProblem-solving skills1 68,7514.259% 10,1545.029% 0.771%18.092%
19Oral CommunicationsSoft SkillsLanguage skills5 30,1461.867% 5,7242.835% 0.968%51.821%
273PersistenceSoft SkillsWork ethic1 4,0330.250% 6680.331% 0.081%32.438%
239PersuasionSoft SkillsLanguage skills1 3,1990.198% 8000.396% 0.198%99.958%
1301Physical SkillSoft SkillsWork ethic2 3,0650.190% 1,7100.847% 0.657%346.096%
240PresentationsSoft SkillsLanguage skills1 91,0325.639% 16,6648.254% 2.615%46.369%
265Problem Solving SkillsSoft SkillsProblem-solving skills3 247,45015.329% 44,46022.022% 6.693%43.663%
20Questioning skillsSoft SkillsLanguage skills1 5100.032% 1260.062% 0.031%97.544%
241Reading ComprehensionSoft SkillsLanguage skills1 7990.049% 3190.158% 0.109%219.232%
6Research skillsSoft SkillsProblem-solving skills1 3,2840.203% 6380.316% 0.113%55.339%
15ResponsibilitySoft SkillsWork ethic2 169,17310.480% 30,70315.208% 4.728%45.115%
234Self ControlSoft SkillsInterpersonal skills1 1730.011% 590.029% 0.019%172.690%
11Self-esteemSoft SkillsInterpersonal skills1 740.005% 310.015% 0.011%234.960%
16Self-managementSoft SkillsWork ethic1 1,7390.108% 4840.240% 0.132%122.540%
250Stress ToleranceSoft SkillsPhysical skills1 3930.024% 1650.082% 0.057%235.702%
12TeamworkSoft SkillsInterpersonal skills1 77,3034.789% 16,6868.265% 3.476%72.591%
17Time ManagementSoft SkillsWork ethic2 57,9383.589% 11,3465.620% 2.031%56.582%
268VisualizationSoft SkillsProblem-solving skills1 14,6650.908% 4,6762.316% 1.408%154.950%
7Working under pressureSoft SkillsProblem-solving skills1 1,1750.073% 2950.146% 0.073%100.746%
21Written CommunicationsSoft SkillsLanguage skills5 245,32215.197% 38,15718.900% 3.703%24.366%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 246,82515.290% 31,34315.525% 0.235%1.535%
172Account managementBusiness SkillsManagement skills1 17,3521.075% 2,4531.215% 0.140%13.034%
22AccountingBusiness SkillsBusiness processes4 325,32720.153% 21,56410.681% -9.472%-47.000%
1263Accounting softwareBusiness SkillsBusiness processes8 42,7472.648% 1,4920.739% -1.909%-72.092%
174AdministrationBusiness SkillsManagement skills3 532,13732.964% 60,49029.962% -3.003%-9.109%
1313AnalystBusiness SkillsProject management1 332,22920.581% 42,89821.248% 0.668%3.243%
175Application managementBusiness SkillsManagement skills5 111,4116.902% 15,4127.634% 0.732%10.610%
150Asset managementBusiness SkillsBusiness processes1 26,7021.654% 4,8282.391% 0.737%44.573%
151AuditingBusiness SkillsBusiness processes5 142,9468.855% 20,41710.113% 1.258%14.204%
1264Auditing softwareBusiness SkillsBusiness processes1 1430.009% 80.004% -0.005%-55.268%
152BillingBusiness SkillsBusiness processes1 66,1594.098% 4,9602.457% -1.642%-40.055%
153Bills of LadingBusiness SkillsBusiness processes1 390.002% 110.005% 0.003%125.523%
1314Business AnalystBusiness SkillsProject management1 133,5258.272% 9,9354.921% -3.351%-40.507%
35Business IntelligenceBusiness SkillsStrategy skills1 69,7894.323% 7,2043.568% -0.755%-17.463%
155Business performance management (BPM)Business SkillsBusiness processes2 10,2870.637% 1,0120.501% -0.136%-21.340%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 27,7441.719% 1,2670.628% -1.091%-63.485%
36Business StrategyBusiness SkillsStrategy skills3 369,72922.904% 61,53130.477% 7.574%33.068%
182Calendar and schedulingBusiness SkillsProject management3 73,5644.557% 13,0936.485% 1.928%42.310%
156Capacity planningBusiness SkillsBusiness processes1 28,9521.793% 3,0971.534% -0.259%-14.469%
28Change ManagementBusiness SkillsManagement skills1 78,6784.874% 14,0876.978% 2.104%43.162%
183Content workflowBusiness SkillsProject management1 550.003% 50.002% -0.001%-27.311%
24Contracting and legalBusiness SkillsBusiness processes2 190,55611.804% 20,24810.029% -1.775%-15.038%
176CoordinationBusiness SkillsManagement skills1 98,8766.125% 21,44010.620% 4.495%73.379%
157Cost accountingBusiness SkillsBusiness processes1 3,5200.218% 6000.297% 0.079%36.292%
158Cost estimationBusiness SkillsBusiness processes1 1,5100.094% 2070.103% 0.009%9.612%
1312Customer SupportBusiness SkillsBusiness processes6 362,55922.460% 51,94825.731% 3.271%14.565%
1339EducationBusiness SkillsIndustry Segment1 22,1961.375% 6,6733.305% 1.930%140.386%
1333EnergyBusiness SkillsIndustry Segment1 81,7645.065% 13,3136.594% 1.529%30.190%
1340EntertainmentBusiness SkillsIndustry Segment1 168,40710.432% 2,8621.418% -9.015%-86.411%
1319EnvironmentalBusiness SkillsEnvironmental16 127,4547.895% 11,9615.925% -1.971%-24.963%
1320Environmental StrategyBusiness SkillsEnvironmental10 8,6430.535% 3,7781.871% 1.336%249.511%
161FinancialBusiness SkillsBusiness processes2 553,27934.274% 62,35530.886% -3.388%-9.886%
1275Financial Analysis softwareBusiness SkillsBusiness processes8 2,6630.165% 2000.099% -0.066%-39.949%
1332Health CareBusiness SkillsIndustry Segment2 422,02026.143% 37,87918.762% -7.381%-28.232%
177Human resourcesBusiness SkillsManagement skills2 255,40715.822% 21,24210.522% -5.300%-33.499%
1336InsuranceBusiness SkillsIndustry Segment1 10,0900.625% 1,3930.690% 0.065%10.388%
1316Managing/SupervisionBusiness SkillsManagement skills5 791,34349.022% 94,61446.864% -2.157%-4.401%
1334ManufacturingBusiness SkillsIndustry Segment2 211,90213.127% 14,2067.037% -6.090%-46.396%
26MarketingBusiness SkillsBusiness processes1 305,99518.956% 17,1748.507% -10.449%-55.123%
185MonitoringBusiness SkillsProject management1 193,03511.958% 38,69819.168% 7.210%60.293%
179NegotiationBusiness SkillsManagement skills1 70,7074.380% 10,7055.302% 0.922%21.056%
163Operation and ControlBusiness SkillsBusiness processes3 1,3460.083% 6610.327% 0.244%292.662%
29Outsourcing ManagementBusiness SkillsManagement skills3 99,5496.167% 3,2371.603% -4.563%-74.000%
167ProcurementBusiness SkillsBusiness processes1 82,6035.117% 9,3784.645% -0.472%-9.223%
1290Project Management softwareBusiness SkillsProject management3 54,2513.361% 5,0752.514% -0.847%-25.202%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 332,40120.591% 46,92323.242% 2.651%12.872%
168QualityBusiness SkillsBusiness processes1 491,99030.477% 73,83436.571% 6.094%19.995%
1337Real EstateBusiness SkillsIndustry Segment2 168,87010.461% 2,3501.164% -9.297%-88.873%
1335RetailBusiness SkillsIndustry Segment2 433,80426.873% 24,75712.263% -14.610%-54.368%
34Risk ManagementBusiness SkillsProject management1 66,8464.141% 15,4657.660% 3.519%84.985%
169Service OrientationBusiness SkillsBusiness processes1 13,9410.864% 2,5371.257% 0.393%45.509%
27Supply Chain ManagementBusiness SkillsBusiness processes3 84,3485.225% 7,1893.561% -1.664%-31.851%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 3,4560.214% 4150.206% -0.009%-3.985%
178TeachingBusiness SkillsManagement skills7 225,74113.984% 13,9296.899% -7.085%-50.663%
190TimekeepingBusiness SkillsProject management3 82,4585.108% 6,8743.405% -1.703%-33.344%
1296Timekeeping softwareBusiness SkillsProject management1 2,2110.137% 5010.248% 0.111%81.181%
171Total quality management (TQM)Business SkillsBusiness processes2 1,5910.099% 1610.080% -0.019%-19.087%
180TroubleshootingBusiness SkillsManagement skills1 194,72312.063% 34,04516.863% 4.801%39.797%
181VerificationBusiness SkillsManagement skills1 57,5973.568% 11,8575.873% 2.305%64.603%
1338Waste ManagementBusiness SkillsIndustry Segment1 1,4550.090% 1670.083% -0.007%-8.227%
191WorkflowBusiness SkillsProject management1 71,6344.438% 12,4346.159% 1.721%38.789%
31Working GloballyBusiness SkillsManagement skills3 9,4670.586% 1680.083% -0.503%-85.811%
32Working with Virtual TeamsBusiness SkillsManagement skills2 3,1160.193% 5370.266% 0.073%37.797%
514GLTechnical SkillsSoftware development3 1,6300.101% 1270.063% -0.038%-37.701%
987Access servers & softwareTechnical SkillsNetwork10 54,9603.405% 7,5703.750% 0.345%10.132%
38Agile Development MethodsTechnical SkillsSoftware development13 68,0034.213% 16,4188.132% 3.920%93.043%
304Algorithmic softwareTechnical SkillsBusiness applications1 60.000% 00.000% -0.000%-100.000%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 1,3370.083% 1950.097% 0.014%16.618%
1352AndroidTechnical SkillsMobile Platforms3 12,2350.758% 2,6141.295% 0.537%70.830%
1351Apple iOSTechnical SkillsMobile Platforms6 10,1550.629% 1,2390.614% -0.015%-2.444%
120Apple operating systemsTechnical SkillsBusiness applications6 33,2902.062% 6,6563.297% 1.235%59.868%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 36,6232.269% 480.024% -2.245%-98.952%
1423Artificial IntelligenceTechnical SkillsInformation mgmt5 24,0721.491% 5,0102.482% 0.990%66.413%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 120.001% 00.000% -0.001%-100.000%
1265Backup & RecoveryTechnical SkillsTechnical applications16 135,6688.404% 18,8039.313% 0.909%10.819%
1386BiometricTechnical SkillsInformation mgmt2 3,6260.225% 5980.296% 0.072%31.867%
1353BlackberryTechnical SkillsMobile Platforms2 11,5020.713% 4590.227% -0.485%-68.092%
336Borland DelphiTechnical SkillsBusiness applications1 1,5370.095% 1110.055% -0.040%-42.255%
337Borland JBuilderTechnical SkillsBusiness applications1 8510.053% 90.004% -0.048%-91.544%
338Borland ParadoxTechnical SkillsBusiness applications1 1280.008% 280.014% 0.006%74.909%
72Business Continuity PlanningTechnical SkillsHardware2 47,2082.924% 4,2952.127% -0.797%-27.254%
352Cadence OpusTechnical SkillsBusiness applications1 1,1440.071% 610.030% -0.041%-57.365%
868CalculatorsTechnical SkillsHardware1 8910.055% 1870.093% 0.037%67.813%
39CASE ToolsTechnical SkillsSoftware development1 114,1317.070% 12,0775.982% -1.088%-15.391%
367Categorization or classification softwareTechnical SkillsBusiness applications1 4,5780.284% 5520.273% -0.010%-3.589%
112CertificationTechnical SkillsMisc3 397,49624.624% 68,42733.893% 9.269%37.644%
78CiscoTechnical SkillsHardware1 213,12113.202% 10,5635.232% -7.970%-60.370%
1009Cisco Systems IOSTechnical SkillsNetwork1 17,5651.088% 3,4621.715% 0.627%57.595%
40Client-ServerTechnical SkillsSoftware development1 36,4762.260% 1,4310.709% -1.551%-68.631%
1011Cluster server softwareTechnical SkillsNetwork9 22,2801.380% 2,0140.998% -0.383%-27.722%
1147CMAKETechnical SkillsSoftware development1 960.006% 410.020% 0.014%241.488%
1151Compatibility testingTechnical SkillsSoftware development1 4360.027% 540.027% -0.000%-0.969%
1152CompilersTechnical SkillsSoftware development5 13,2800.823% 2,9761.474% 0.651%79.183%
1255Compliance softwareTechnical SkillsTechnical applications4 12,6960.786% 2,3541.166% 0.379%48.253%
385Computer aided design (CAD)Technical SkillsBusiness applications12 52,4603.250% 1,9680.975% -2.275%-70.004%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 2,8240.175% 2600.129% -0.046%-26.384%
875Computer diagnosticsTechnical SkillsHardware5 64,4513.993% 13,2546.565% 2.572%64.430%
1107Computer forensicsTechnical SkillsSecurity1 4,5840.284% 6290.312% 0.028%9.716%
1266Computer HardwareTechnical SkillsHardware15 44,0872.731% 9,7414.825% 2.094%76.667%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 35,0152.169% 960.048% -2.122%-97.808%
1015Computer serversTechnical SkillsNetwork6 135,2938.381% 18,3469.087% 0.706%8.425%
1267Computer UtilitiesTechnical SkillsMisc1 3350.021% 410.020% -0.000%-2.141%
59Content ManagerTechnical SkillsBusiness applications1 1,5990.099% 1350.067% -0.032%-32.493%
1396Continuous ImprovementTechnical SkillsSoftware development1 38,2032.367% 13,5646.719% 4.352%183.892%
878ControllersTechnical SkillsHardware3 9,0880.563% 1,5340.760% 0.197%34.965%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 2,1010.130% 1920.095% -0.035%-26.930%
407Customer information control system (CICS)Technical SkillsBusiness applications2 6,1720.382% 3750.186% -0.197%-51.419%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 115,9397.182% 9,3724.642% -2.540%-35.365%
1368Cyber SecurityTechnical SkillsInformation mgmt3 40,0812.483% 18,9819.402% 6.919%278.655%
953Data acquisition systemsTechnical SkillsInformation mgmt1 6,0550.375% 1,1380.564% 0.189%50.277%
955Data compression softwareTechnical SkillsInformation mgmt1 2,3310.144% 2560.127% -0.018%-12.187%
956Data conversion softwareTechnical SkillsInformation mgmt1 7,3700.457% 6450.319% -0.137%-30.023%
958Data dictionaryTechnical SkillsInformation mgmt1 3,8530.239% 3910.194% -0.045%-18.859%
959Data entryTechnical SkillsInformation mgmt1 178,84211.079% 2,7311.353% -9.726%-87.790%
962Data mappingTechnical SkillsInformation mgmt1 7,7860.482% 9330.462% -0.020%-4.186%
67Data MiningTechnical SkillsInformation mgmt5 53,9743.344% 2,9621.467% -1.876%-56.120%
963Data modelingTechnical SkillsInformation mgmt1 38,3722.377% 3,5051.736% -0.641%-26.964%
68Data WarehousingTechnical SkillsInformation mgmt2 64,9384.023% 5,9422.943% -1.080%-26.836%
69Database AdministrationTechnical SkillsInformation mgmt12 88,4045.476% 8,7494.334% -1.143%-20.868%
969Database design softwareTechnical SkillsInformation mgmt16 58,2753.610% 5,2002.576% -1.034%-28.652%
1268Database ReportingTechnical SkillsInformation mgmt3 19,3421.198% 1,2930.640% -0.558%-46.548%
1269Database SecurityTechnical SkillsInformation mgmt2 1270.008% 220.011% 0.003%38.510%
1373Database SecurityTechnical SkillsInformation mgmt1 4940.031% 580.029% -0.002%-6.122%
1270Database ServersTechnical SkillsInformation mgmt3 14,0450.870% 6100.302% -0.568%-65.273%
1271Database TestingTechnical SkillsInformation mgmt1 9390.058% 960.048% -0.011%-18.254%
1160DebuggingTechnical SkillsSoftware development7 72,5254.493% 9,2534.583% 0.090%2.014%
1385DecryptionTechnical SkillsInformation mgmt2 6370.039% 920.046% 0.006%15.481%
418Desktop publishing softwareTechnical SkillsBusiness applications13 26,5641.646% 6,7703.353% 1.708%103.778%
1272Development EnvironmentTechnical SkillsSoftware development13 47,5622.946% 4,2782.119% -0.827%-28.081%
1273Digital ImagingTechnical SkillsHardware1 3420.021% 500.025% 0.004%16.898%
883Digital Signal Processor (DSP)Technical SkillsHardware2 1,6100.100% 1760.087% -0.013%-12.592%
423Disk operating system (DOS)Technical SkillsBusiness applications1 3,7880.235% 4960.246% 0.011%4.697%
1307Doctor of PhilosophyTechnical SkillsMisc3 70,8154.387% 6,8443.390% -0.997%-22.723%
973Document management softwareTechnical SkillsInformation mgmt4 16,9051.047% 3,4161.692% 0.645%61.572%
1020Domain name system (DNS)Technical SkillsNetwork3 46,1912.861% 6,6453.291% 0.430%15.027%
61DreamweaverTechnical SkillsSoftware development1 7,4630.462% 2380.118% -0.344%-74.501%
54DSS/GDSSTechnical SkillsBusiness applications5 20,9981.301% 2,4621.219% -0.081%-6.250%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 490.003% 20.001% -0.002%-67.364%
62EclipseTechnical SkillsSoftware development1 18,5511.149% 1,3280.658% -0.491%-42.761%
1308Electronic CommerceTechnical SkillsBusiness applications2 53,6813.325% 2,9301.451% -1.874%-56.357%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 13,1400.814% 1,1560.573% -0.241%-29.656%
1023Electronic mail softwareTechnical SkillsNetwork8 27,2291.687% 3,8301.897% 0.210%12.468%
1384EncryptionTechnical SkillsInformation mgmt1 770.005% 450.022% 0.018%367.288%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 86,4305.354% 8,9854.450% -0.904%-16.878%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications15 111,2716.893% 8,8014.359% -2.534%-36.757%
1321Environmental CertificationTechnical SkillsEnvironmental1 2250.014% 1020.051% 0.037%262.477%
1328Environmental CleanupTechnical SkillsEnvironmental2 1,3530.084% 330.016% -0.067%-80.498%
1329Environmental EnergyTechnical SkillsEnvironmental23 6,0710.376% 1,4540.720% 0.344%91.499%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 5,9040.366% 8920.442% 0.076%20.804%
1327Environmental PollutionTechnical SkillsEnvironmental22 37,4212.318% 1,7210.852% -1.466%-63.227%
1324Environmental Pollution ControlTechnical SkillsEnvironmental8 3,5240.218% 8020.397% 0.179%81.971%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental7 9890.061% 3510.174% 0.113%183.775%
1326Environmental Product StewardshipTechnical SkillsEnvironmental13 46,5582.884% 1,0360.513% -2.371%-82.208%
1331Environmental ScienceTechnical SkillsEnvironmental2 2120.013% 300.015% 0.002%13.148%
1322Environmental TechnologyTechnical SkillsEnvironmental2 2820.017% 720.036% 0.018%104.149%
461Expert system softwareTechnical SkillsBusiness applications1 5370.033% 680.034% 0.000%1.251%
1359FacebookTechnical SkillsSocial Networking1 148,1999.181% 2,2591.119% -8.062%-87.812%
463Facilities management softwareTechnical SkillsBusiness applications4 9,7200.602% 1,6490.817% 0.215%35.649%
468Flight control softwareTechnical SkillsBusiness applications1 1670.010% 460.023% 0.012%120.244%
469Flowchart softwareTechnical SkillsBusiness applications5 4,7870.297% 4630.229% -0.067%-22.664%
1367ForensicTechnical SkillsInformation mgmt2 51,2733.176% 3,7791.872% -1.304%-41.068%
1112Fraud DetectionTechnical SkillsSecurity1 7,6660.475% 1,9280.955% 0.480%101.095%
63FrontPageTechnical SkillsSoftware development1 8820.055% 170.008% -0.046%-84.589%
475Fund accounting softwareTechnical SkillsBusiness applications1 6630.041% 1280.063% 0.022%54.369%
1260GamingTechnical SkillsMisc2 25,8941.604% 2,3461.162% -0.442%-27.558%
113Generic databasesTechnical SkillsInformation mgmt2 176,60410.940% 24,45012.111% 1.170%10.698%
1365Google AppsTechnical SkillsBusiness applications4 3,1360.194% 5570.276% 0.082%42.018%
1364Google PlusTechnical SkillsSocial Networking1 260.002% 190.009% 0.008%484.310%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications32 118,5377.343% 11,4365.664% -1.679%-22.859%
484Graphic softwareTechnical SkillsBusiness applications16 144,3998.945% 12,6876.284% -2.661%-29.748%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 15,1210.937% 6990.346% -0.590%-63.038%
1323Green ITTechnical SkillsEnvironmental9 3,7640.233% 3670.182% -0.051%-22.039%
893Guidance systemsTechnical SkillsHardware1 730.005% 60.003% -0.002%-34.281%
1371HackingTechnical SkillsInformation mgmt5 8,4230.522% 1,6190.802% 0.280%53.689%
895Hardware description language (HDL)Technical SkillsHardware2 1490.009% 460.023% 0.014%146.851%
1277Hardware DesignTechnical SkillsHardware20 7,3730.457% 1,2710.630% 0.173%37.837%
1278Hardware TestingTechnical SkillsHardware4 2,0290.126% 2920.145% 0.019%15.070%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 9550.059% 3220.159% 0.100%169.597%
492Helpdesk or call centerTechnical SkillsBusiness applications2 154,8629.593% 12,9386.408% -3.185%-33.199%
1377Homeland SecurityTechnical SkillsInformation mgmt1 64,5203.997% 8,2954.109% 0.112%2.798%
114IBM databasesTechnical SkillsInformation mgmt2 32,3412.003% 2,1461.063% -0.940%-46.943%
121IBM operating systemsTechnical SkillsBusiness applications4 31,2001.933% 1,3590.673% -1.260%-65.172%
898Image capture devicesTechnical SkillsHardware9 8,4700.525% 2,2031.091% 0.566%107.967%
524Industrial control softwareTechnical SkillsBusiness applications3 5,9480.368% 1,3110.649% 0.281%76.236%
975Information retrieval or search softwareTechnical SkillsInformation mgmt5 17,5051.084% 2,4681.222% 0.138%12.732%
1375Information SecurityTechnical SkillsInformation mgmt3 87,4195.415% 19,1459.483% 4.068%75.111%
899InfraredTechnical SkillsHardware1 3,2160.199% 2600.129% -0.070%-35.357%
1180InstallationTechnical SkillsSoftware development1 140,1408.681% 21,34910.575% 1.893%21.809%
901Interface definition language (IDL)Technical SkillsHardware1 2280.014% 560.028% 0.014%96.389%
536Internet browser softwareTechnical SkillsBusiness applications4 8,0170.497% 1,2290.609% 0.112%22.575%
1393Intrusion DetectionTechnical SkillsInformation mgmt1 20,6701.280% 3,1031.537% 0.257%20.034%
541Inventory management softwareTechnical SkillsBusiness applications3 8,9300.553% 2,3861.182% 0.629%113.640%
1414ISO 9000Technical SkillsSoftware development1 1,7130.106% 1400.069% -0.037%-34.652%
73IT Architecture/StandardsTechnical SkillsHardware2 19,3651.200% 2,6161.296% 0.096%8.015%
1357Java METechnical SkillsMobile Platforms2 4000.025% 20.001% -0.024%-96.002%
1035KernelTechnical SkillsNetwork1 4,9180.305% 2180.108% -0.197%-64.557%
907LasersTechnical SkillsHardware1 4280.027% 1250.062% 0.035%133.523%
1038License management softwareTechnical SkillsNetwork1 1,2910.080% 3520.174% 0.094%118.012%
1361LinkedInTechnical SkillsSocial Networking1 16,3061.010% 2,5071.242% 0.232%22.933%
908Mainframe computersTechnical SkillsHardware2 70,1144.343% 3,3121.640% -2.703%-62.230%
124Mainframe operating systemsTechnical SkillsBusiness applications8 23,2031.437% 2,9741.473% 0.036%2.485%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications9 32,4292.009% 3,3921.680% -0.329%-16.366%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 8,1730.506% 8100.401% -0.105%-20.756%
1281Medical softwareTechnical SkillsBusiness applications9 14,2280.881% 2,6341.305% 0.423%48.025%
115Microsoft databasesTechnical SkillsInformation mgmt5 169,35510.491% 13,8796.875% -3.617%-34.473%
119Microsoft operating systemsTechnical SkillsBusiness applications4 266,93916.536% 33,58016.633% 0.097%0.585%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 3,8210.237% 3940.195% -0.042%-17.552%
625MultimediaTechnical SkillsBusiness applications1 125,2337.758% 1,5900.788% -6.970%-89.848%
1362MySpaceTechnical SkillsSocial Networking1 6540.041% 20.001% -0.040%-97.555%
74Network administrationTechnical SkillsHardware17 187,96511.644% 23,57711.678% 0.034%0.294%
1282Network Administration softwareTechnical SkillsNetwork18 92,1185.706% 15,1737.515% 1.809%31.701%
1283Network HardwareTechnical SkillsNetwork11 61,0433.781% 7,9143.920% 0.139%3.663%
1284Network Monitoring softwareTechnical SkillsNetwork15 37,2942.310% 5,7032.825% 0.515%22.272%
1059Network operation system software (NOS)Technical SkillsNetwork2 3,0700.190% 1970.098% -0.093%-48.691%
1122Network securityTechnical SkillsSecurity1 49,7593.082% 6,4993.219% 0.137%4.433%
1369Network SecurityTechnical SkillsInformation mgmt1 8,0750.500% 9720.481% -0.019%-3.753%
1285Network Security softwareTechnical SkillsSecurity36 128,4377.956% 22,97011.377% 3.421%42.999%
1286Network softwareTechnical SkillsNetwork6 24,1851.498% 4,3442.152% 0.653%43.617%
1287Network TestingTechnical SkillsNetwork11 29,0821.802% 2,6071.291% -0.510%-28.323%
1065Novell network softwareTechnical SkillsNetwork2 1,8340.114% 660.033% -0.081%-71.226%
643OberonTechnical SkillsBusiness applications1 1920.012% 110.005% -0.006%-54.191%
1413Object Oriented DesignTechnical SkillsSoftware development2 18,9751.175% 8390.416% -0.760%-64.646%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 92,4065.724% 5,6942.820% -2.904%-50.730%
1288Office ApplicationsTechnical SkillsBusiness applications13 295,49418.305% 51,80225.659% 7.353%40.172%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 11,4410.709% 5540.274% -0.434%-61.282%
116Open-source databasesTechnical SkillsInformation mgmt4 45,9962.849% 4,1832.072% -0.777%-27.284%
118Open-source operating systemsTechnical SkillsBusiness applications8 156,7329.709% 19,6449.730% 0.021%0.216%
56Operating SystemsTechnical SkillsBusiness applications3 125,5277.776% 21,93210.863% 3.087%39.702%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 1,0520.065% 2260.112% 0.047%71.773%
117Oracle databasesTechnical SkillsInformation mgmt1 248,00615.363% 15,9487.899% -7.464%-48.583%
1354Palm OSTechnical SkillsMobile Platforms3 2830.018% 10.000% -0.017%-97.175%
1376Penetration TestingTechnical SkillsInformation mgmt5 57,3343.552% 13,3266.601% 3.049%85.845%
1289Physical ToolsTechnical SkillsHardware1 770.005% 260.013% 0.008%169.989%
683Point of sale (POS)Technical SkillsBusiness applications3 8,9040.552% 1,4310.709% 0.157%28.504%
686PolkaTechnical SkillsBusiness applications1 430.003% 410.020% 0.018%662.392%
931PrintersTechnical SkillsHardware3 22,2851.380% 6,4483.194% 1.813%131.353%
43ProgrammingTechnical SkillsSoftware development1 263,41716.318% 28,13713.937% -2.381%-14.592%
700ProvisioningTechnical SkillsBusiness applications1 22,6121.401% 4,0762.019% 0.618%44.131%
1405Rapid Application DevelopmentTechnical SkillsSoftware development2 6,8080.422% 3610.179% -0.243%-57.601%
1258Rate ControlTechnical SkillsTechnical applications1 170.001% 50.002% 0.001%135.171%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 13,4430.833% 2770.137% -0.696%-83.524%
1077Remote control softwareTechnical SkillsNetwork2 2,4960.155% 4450.220% 0.066%42.554%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 9710.060% 1110.055% -0.005%-8.596%
1379Risk AnalysisTechnical SkillsInformation mgmt1 11,6120.719% 2,1611.070% 0.351%48.803%
1262RoboticsTechnical SkillsHardware3 4,7120.292% 1,7370.860% 0.568%194.753%
1318RSATechnical SkillsSecurity1 5,7510.356% 6020.298% -0.058%-16.302%
44SDLCTechnical SkillsSoftware development7 164,78710.208% 18,3349.081% -1.127%-11.039%
1132Secure shell (SSH)Technical SkillsSecurity1 1050.007% 30.001% -0.005%-77.155%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 18,1051.122% 1,7490.866% -0.255%-22.758%
76SecurityTechnical SkillsHardware4 1,157,33671.694% 93,94346.532% -25.162%-35.097%
1382Security AuditTechnical SkillsInformation mgmt1 1,9900.123% 3300.163% 0.040%32.594%
1315Security ClearanceTechnical SkillsMisc2 150,6669.333% 26,56413.158% 3.824%40.975%
1381Security PlanTechnical SkillsInformation mgmt1 2,4900.154% 7070.350% 0.196%127.030%
1380Security PolicyTechnical SkillsInformation mgmt2 35,7172.213% 8,1974.060% 1.848%83.503%
1135Security testing softwareTechnical SkillsSecurity1 4,6680.289% 1,1710.580% 0.291%100.581%
60Sharepoint ServerTechnical SkillsBusiness applications1 5,2890.328% 2250.111% -0.216%-65.985%
1084Signal generatorsTechnical SkillsNetwork1 3110.019% 510.025% 0.006%31.121%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 10,8080.670% 8500.421% -0.249%-37.117%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 34,0602.110% 3,5181.743% -0.367%-17.413%
1220Simulation softwareTechnical SkillsSoftware development5 19,1711.188% 4,7872.371% 1.184%99.656%
1366Social NetworkTechnical SkillsSocial Networking1 2,9200.181% 2460.122% -0.059%-32.638%
1358Social NetworkingTechnical SkillsSocial Networking1 6,6080.409% 2610.129% -0.280%-68.418%
42Software DevelopmentTechnical SkillsSoftware development2 381,66723.643% 26,71013.230% -10.413%-44.043%
1291Software Development softwareTechnical SkillsSoftware development3 2,4220.150% 910.045% -0.105%-69.958%
1309Software EngineeringTechnical SkillsSoftware development1 220,08913.634% 9,9994.953% -8.681%-63.674%
1292Software InstallationTechnical SkillsSoftware development4 164,14510.168% 25,16212.463% 2.295%22.569%
1223Software librariesTechnical SkillsSoftware development1 2310.014% 390.019% 0.005%34.994%
1293Software MaintenanceTechnical SkillsSoftware development1 7,0390.436% 5340.265% -0.172%-39.341%
1294Software TestingTechnical SkillsSoftware development14 136,6468.465% 20,75310.279% 1.815%21.436%
1225Source code management (SCM)Technical SkillsSoftware development5 36,0802.235% 4,1902.075% -0.160%-7.144%
1229Static analysis softwareTechnical SkillsSoftware development1 6850.042% 1020.051% 0.008%19.062%
772Statistical analysis softwareTechnical SkillsBusiness applications26 136,2298.439% 18,8369.330% 0.891%10.556%
774Statistical softwareTechnical SkillsBusiness applications1 46,1342.858% 7,5233.726% 0.868%30.387%
1230Stress testing softwareTechnical SkillsSoftware development1 2,5700.159% 3070.152% -0.007%-4.486%
122Sun operating systemsTechnical SkillsBusiness applications3 46,7272.895% 2,5451.261% -1.634%-56.451%
939Surveillance systemsTechnical SkillsHardware5 17,8061.103% 3,6751.820% 0.717%65.027%
791Symantec softwareTechnical SkillsBusiness applications1 11,8310.733% 1,0410.516% -0.217%-29.645%
1355SymbianTechnical SkillsMobile Platforms1 200.001% 00.000% -0.001%-100.000%
1310System AdministrationTechnical SkillsNetwork4 103,4796.410% 15,2847.570% 1.160%18.099%
45System TestingTechnical SkillsSoftware development5 25,9691.609% 4,0712.016% 0.408%25.346%
46Systems AnalysisTechnical SkillsSoftware development8 129,3058.010% 17,8258.829% 0.819%10.224%
47Systems DesignTechnical SkillsSoftware development1 19,9161.234% 2,8801.427% 0.193%15.625%
1233Systems EvaluationTechnical SkillsSoftware development1 5430.034% 1280.063% 0.030%88.483%
1234Systems integrationTechnical SkillsSoftware development8 95,7155.929% 4,9862.470% -3.460%-58.348%
75TCP/IPTechnical SkillsHardware3 66,4174.114% 6,8793.407% -0.707%-17.185%
1235Technology DesignTechnical SkillsSoftware development1 2,0510.127% 3150.156% 0.029%22.803%
1236TemplatesTechnical SkillsSoftware development1 26,5361.644% 4,0862.024% 0.380%23.119%
1239Test implementationTechnical SkillsSoftware development1 5120.032% 1930.096% 0.064%201.405%
1302TestingTechnical SkillsSoftware development1 414,01625.647% 60,02429.731% 4.084%15.923%
1297Training softwareTechnical SkillsBusiness applications3 2,5340.157% 3780.187% 0.030%19.275%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 2,3570.146% 1760.087% -0.059%-40.294%
1360TwitterTechnical SkillsSocial Networking1 27,4091.698% 2,6391.307% -0.391%-23.014%
1411Unified ProcessTechnical SkillsSoftware development1 3,2890.204% 770.038% -0.166%-81.281%
123UNIX operating systemsTechnical SkillsBusiness applications5 191,25311.848% 10,7935.346% -6.502%-54.877%
1298UNIX ShellsTechnical SkillsBusiness applications4 32,9012.038% 2,7641.369% -0.669%-32.827%
1410Use CaseTechnical SkillsSoftware development1 10,6670.661% 1,1840.586% -0.074%-11.249%
48User-Interface DesignTechnical SkillsSoftware development2 95,2445.900% 5,2422.596% -3.304%-55.993%
836Video creation and editing softwareTechnical SkillsBusiness applications3 2,1040.130% 2370.117% -0.013%-9.933%
64Visual StudioTechnical SkillsSoftware development1 35,2812.186% 2,9141.443% -0.742%-33.959%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 2,6070.161% 2020.100% -0.061%-38.045%
77Voice/Data TelecomTechnical SkillsHardware10 176,18710.914% 13,9426.906% -4.009%-36.728%
1299Web Application ServerTechnical SkillsBusiness applications8 55,9673.467% 2,5341.255% -2.212%-63.798%
1248Web platform development softwareTechnical SkillsSoftware development5 2,9830.185% 190.009% -0.175%-94.907%
65web programmerTechnical SkillsSoftware development4 59,4613.683% 1,3240.656% -3.028%-82.196%
58Web serversTechnical SkillsBusiness applications6 78,0714.836% 5,7642.855% -1.981%-40.967%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 55,9203.464% 4,0131.988% -1.476%-42.619%
1356Windows CETechnical SkillsMobile Platforms4 4,2390.263% 730.036% -0.226%-86.230%
1102WirelessTechnical SkillsNetwork5 54,3503.367% 7,7653.846% 0.479%14.237%
1363YouTubeTechnical SkillsSocial Networking2 2,3120.143% 1,3560.672% 0.528%368.959%
79.NETProgramming SkillsCurrent1 150,4769.322% 8,0263.975% -5.346%-57.352%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 420.003% 30.001% -0.001%-42.887%
209A programming language (APL)Programming SkillsLegacy2 1,9620.122% 3930.195% 0.073%60.161%
99AdaProgramming SkillsLegacy1 7,2420.449% 3,0471.509% 1.061%236.416%
80AJAXProgramming SkillsCurrent1 48,5773.009% 1,6160.800% -2.209%-73.400%
210Algorithmic language (ALGOL)Programming SkillsLegacy1 580.004% 70.003% -0.000%-3.499%
192Apple AppleScriptProgramming SkillsCurrent1 1670.010% 250.012% 0.002%19.698%
81ASPProgramming SkillsCurrent2 80,2144.969% 4,4672.213% -2.756%-55.472%
108AssemblyProgramming SkillsLegacy2 1,6990.105% 790.039% -0.066%-62.821%
211AWKProgramming SkillsLegacy1 1,5890.098% 830.041% -0.057%-58.235%
212BProgramming SkillsLegacy1 20,4361.266% 2,8031.388% 0.122%9.671%
83C#Programming SkillsCurrent2 131,0508.118% 8,0113.968% -4.150%-51.122%
82C/C++Programming SkillsCurrent3 157,7509.772% 12,2596.072% -3.700%-37.863%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 74,3244.604% 7,2323.582% -1.022%-22.198%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 4110.025% 280.014% -0.012%-45.527%
84CGIProgramming SkillsCurrent2 14,6260.906% 1,5680.777% -0.129%-14.280%
217ClipperProgramming SkillsLegacy1 1480.009% 100.005% -0.004%-45.974%
218CLUProgramming SkillsLegacy1 1560.010% 130.006% -0.003%-33.368%
100CobolProgramming SkillsLegacy1 10,6260.658% 8350.414% -0.245%-37.168%
85ColdFusionProgramming SkillsCurrent2 7,5410.467% 3800.188% -0.279%-59.708%
219Combined programming language (CPL)Programming SkillsLegacy1 1620.010% 260.013% 0.003%28.328%
195Component object model (COM)Programming SkillsCurrent1 520.003% 10.000% -0.003%-84.623%
125Database programmingProgramming SkillsCurrent3 22,0221.364% 1,1460.568% -0.797%-58.391%
196Distributed component object model (DCOM)Programming SkillsCurrent1 9750.060% 250.012% -0.048%-79.498%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 4,5050.279% 1540.076% -0.203%-72.667%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 2,2420.139% 2020.100% -0.039%-27.959%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 9,0870.563% 3510.174% -0.389%-69.115%
109ForthProgramming SkillsLegacy1 7,2330.448% 2,4981.237% 0.789%176.145%
102FortranProgramming SkillsLegacy1 1,0760.067% 1530.076% 0.009%13.695%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 213,08313.200% 12,6696.275% -6.925%-52.460%
222JProgramming SkillsLegacy1 6,5870.408% 1,0810.535% 0.127%31.220%
87Java/J2EE/J2PProgramming SkillsCurrent4 237,70814.725% 17,3578.597% -6.128%-41.616%
97JavaScriptProgramming SkillsCurrent3 111,0176.877% 11,2855.590% -1.288%-18.722%
89JavaServer FacesProgramming SkillsCurrent3 9,1040.564% 3850.191% -0.373%-66.186%
88JavaServer PagesProgramming SkillsCurrent3 35,2232.182% 1,2670.628% -1.554%-71.238%
223Job control language (JCL)Programming SkillsLegacy2 8,7060.539% 5300.263% -0.277%-51.323%
126LAMPProgramming SkillsCurrent1 10,1970.632% 2580.128% -0.504%-79.769%
104LispProgramming SkillsLegacy1 5280.033% 320.016% -0.017%-51.540%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 6880.043% 1630.081% 0.038%89.436%
201Microsoft ActiveXProgramming SkillsCurrent1 9840.061% 180.009% -0.052%-85.374%
107PascalProgramming SkillsLegacy1 4250.026% 290.014% -0.012%-45.440%
90PerlProgramming SkillsCurrent1 56,5423.503% 4,1112.036% -1.466%-41.865%
91PHPProgramming SkillsCurrent1 38,3552.376% 3,0281.500% -0.876%-36.876%
103PL/1Programming SkillsLegacy3 2300.014% 350.017% 0.003%21.676%
105PrologProgramming SkillsLegacy1 7270.045% 560.028% -0.017%-38.409%
95PythonProgramming SkillsCurrent1 42,5472.636% 11,4895.691% 3.055%115.912%
228Register transfer language (RTL)Programming SkillsLegacy1 14,8020.917% 530.026% -0.891%-97.137%
1216Ruby/Ruby on RailsProgramming SkillsCurrent1 18,6471.155% 2,4021.190% 0.035%2.998%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 2600.016% 360.018% 0.002%10.711%
206Scripting languagesProgramming SkillsCurrent1 17,7351.099% 3,1461.558% 0.460%41.837%
101SmalltalkProgramming SkillsLegacy1 1820.011% 50.002% -0.009%-78.033%
92SQLProgramming SkillsCurrent3 373,48323.136% 32,11415.907% -7.230%-31.248%
110TCLProgramming SkillsLegacy1 2,0730.128% 1690.084% -0.045%-34.815%
98Unified Modeling LanguageProgramming SkillsCurrent2 28,4331.761% 1,0480.519% -1.242%-70.529%
93Visual BasicProgramming SkillsCurrent6 74,2884.602% 4,6782.317% -2.285%-49.649%
207Web service definition language (WSDL)Programming SkillsCurrent2 7,7840.482% 4980.247% -0.236%-48.845%
94XMLProgramming SkillsCurrent2 116,7367.231% 6,2903.116% -4.116%-56.917%
1342Computer ScienceMajorsComputer Science2 540,89533.507% 76,38937.837% 4.330%12.923%
1344Information TechnologyMajorsInformation Technology3 1,614,276100.000% 201,890100.000% 0.000%0.000%
1343Management Information SystemsMajorsManagement Information Systems9 324,61720.109% 52,62726.067% 5.958%29.628%