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Skill Frequencies: April, 2007 through 2015-09-15

All Degrees

All Degree Programs

2015-09-15Jobs Found:3,596,010Click 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 9,1590.255% 2,6790.449% 0.194%76.143%
2Attention to DetailsSoft SkillsProblem-solving skills1 12,3990.345% 2,5640.429% 0.085%24.529%
8Conflict ResolutionSoft SkillsInterpersonal skills1 19,5700.544% 4,6100.772% 0.228%41.857%
231CooperationSoft SkillsInterpersonal skills1 27,2650.758% 4,1690.698% -0.060%-7.920%
3CreativitySoft SkillsProblem-solving skills3 103,4922.878% 21,1943.549% 0.671%23.323%
4Critical thinkingSoft SkillsProblem-solving skills3 41,0971.143% 11,7031.960% 0.817%71.485%
1300FlexibilitySoft SkillsWork ethic1 161,6034.494% 21,6573.627% -0.867%-19.297%
232IndependenceSoft SkillsInterpersonal skills1 17,7110.493% 3,4290.574% 0.082%16.591%
13Initiative/Motivation to workSoft SkillsWork ethic5 428,69611.921% 90,36415.133% 3.211%26.936%
256InnovationSoft SkillsProblem-solving skills1 238,0856.621% 58,3439.770% 3.149%47.569%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 339,7099.447% 58,2799.760% 0.313%3.311%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 1,8840.052% 2960.050% -0.003%-5.387%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 225,8086.279% 48,2828.085% 1.806%28.761%
10LeadershipSoft SkillsInterpersonal skills1 710,42219.756% 130,35521.830% 2.074%10.497%
258LearningSoft SkillsProblem-solving skills1 284,7177.918% 44,6457.476% -0.441%-5.572%
1Learning AbilitySoft SkillsProblem-solving skills3 59,3191.650% 13,4832.258% 0.608%36.878%
236ListeningSoft SkillsLanguage skills1 80,1572.229% 11,2971.892% -0.337%-15.129%
260MathematicsSoft SkillsProblem-solving skills3 182,7605.082% 30,9995.191% 0.109%2.142%
261MemorizationSoft SkillsProblem-solving skills1 1120.003% 140.002% -0.001%-24.725%
18Negotiation SkillsSoft SkillsLanguage skills1 31,1580.866% 5,3470.895% 0.029%3.343%
262OptimizationSoft SkillsProblem-solving skills1 170,7074.747% 36,3286.084% 1.336%28.153%
19Oral CommunicationsSoft SkillsLanguage skills3 56,1131.560% 11,4471.917% 0.357%22.848%
273PersistenceSoft SkillsWork ethic1 12,5050.348% 2,8160.472% 0.124%35.609%
239PersuasionSoft SkillsLanguage skills1 5,1860.144% 1,0330.173% 0.029%19.952%
1301Physical SkillSoft SkillsWork ethic2 3,3110.092% 6430.108% 0.016%16.948%
240PresentationsSoft SkillsLanguage skills1 167,4684.657% 27,4134.591% -0.066%-1.426%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 616,46817.143% 131,90722.090% 4.946%28.854%
20Questioning skillsSoft SkillsLanguage skills1 9610.027% 2900.049% 0.022%81.725%
241Reading ComprehensionSoft SkillsLanguage skills1 8670.024% 1720.029% 0.005%19.467%
6Research skillsSoft SkillsProblem-solving skills1 5,9640.166% 8990.151% -0.015%-9.226%
15ResponsibilitySoft SkillsWork ethic2 332,9709.259% 54,3629.104% -0.156%-1.683%
234Self ControlSoft SkillsInterpersonal skills1 3470.010% 1200.020% 0.010%108.253%
11Self-esteemSoft SkillsInterpersonal skills1 1740.005% 320.005% 0.001%10.749%
16Self-managementSoft SkillsWork ethic1 3,7950.106% 8860.148% 0.043%40.592%
250Stress ToleranceSoft SkillsPhysical skills1 5010.014% 1240.021% 0.007%49.047%
12TeamworkSoft SkillsInterpersonal skills1 144,3794.015% 28,2254.727% 0.712%17.725%
17Time ManagementSoft SkillsWork ethic2 118,9183.307% 25,4924.269% 0.962%29.091%
268VisualizationSoft SkillsProblem-solving skills1 29,5300.821% 8,2871.388% 0.567%68.995%
7Working under pressureSoft SkillsProblem-solving skills1 1,7520.049% 4830.081% 0.032%66.017%
21Written CommunicationsSoft SkillsLanguage skills4 527,48814.669% 95,84416.050% 1.382%9.419%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 272,4077.575% 33,4865.608% -1.968%-25.974%
172Account managementBusiness SkillsManagement skills1 37,5571.044% 5,5710.933% -0.111%-10.673%
22AccountingBusiness SkillsBusiness processes4 456,77512.702% 35,6485.970% -6.733%-53.003%
1263Accounting softwareBusiness SkillsBusiness processes7 55,5451.545% 2,7970.468% -1.076%-69.676%
174AdministrationBusiness SkillsManagement skills3 905,12325.170% 129,19621.636% -3.535%-14.043%
1313AnalystBusiness SkillsProject management1 613,73617.067% 106,66617.863% 0.795%4.661%
175Application managementBusiness SkillsManagement skills5 244,3116.794% 48,3118.090% 1.296%19.081%
150Asset managementBusiness SkillsBusiness processes1 47,5101.321% 8,6591.450% 0.129%9.755%
151AuditingBusiness SkillsBusiness processes4 217,2006.040% 30,5815.121% -0.919%-15.213%
1264Auditing softwareBusiness SkillsBusiness processes1 2120.006% 140.002% -0.004%-60.232%
152BillingBusiness SkillsBusiness processes1 103,1982.870% 9,8571.651% -1.219%-42.481%
1314Business AnalystBusiness SkillsProject management1 234,1416.511% 40,8756.845% 0.334%5.128%
35Business IntelligenceBusiness SkillsStrategy skills1 148,8834.140% 32,0195.362% 1.222%29.510%
155Business performance management (BPM)Business SkillsBusiness processes2 21,7050.604% 5,1870.869% 0.265%43.912%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 57,5561.601% 3,5650.597% -1.004%-62.700%
36Business StrategyBusiness SkillsStrategy skills3 653,34918.169% 117,96719.755% 1.586%8.731%
182Calendar and schedulingBusiness SkillsProject management3 142,9103.974% 22,5223.772% -0.203%-5.096%
156Capacity planningBusiness SkillsBusiness processes1 71,8551.998% 13,9082.329% 0.331%16.559%
28Change ManagementBusiness SkillsManagement skills1 135,5643.770% 31,0435.199% 1.429%37.898%
183Content workflowBusiness SkillsProject management1 1450.004% 540.009% 0.005%124.267%
24Contracting and legalBusiness SkillsBusiness processes2 248,5446.912% 27,0594.531% -2.380%-34.439%
176CoordinationBusiness SkillsManagement skills1 166,2884.624% 29,5504.949% 0.324%7.013%
157Cost accountingBusiness SkillsBusiness processes1 5,8310.162% 5040.084% -0.078%-47.949%
158Cost estimationBusiness SkillsBusiness processes1 2,7820.077% 3490.058% -0.019%-24.455%
1312Customer SupportBusiness SkillsBusiness processes6 706,87519.657% 119,60320.029% 0.372%1.892%
1339EducationBusiness SkillsIndustry Segment1 31,5880.878% 4,6400.777% -0.101%-11.542%
1333EnergyBusiness SkillsIndustry Segment1 174,1164.842% 32,3525.418% 0.576%11.893%
1340EntertainmentBusiness SkillsIndustry Segment1 214,1435.955% 14,2212.381% -3.574%-60.009%
1319EnvironmentalBusiness SkillsEnvironmental14 154,7764.304% 15,0312.517% -1.787%-41.518%
1320Environmental StrategyBusiness SkillsEnvironmental6 15,8150.440% 6,8421.146% 0.706%160.527%
161FinancialBusiness SkillsBusiness processes2 905,22825.173% 128,83621.575% -3.598%-14.292%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 4,5320.126% 4510.076% -0.051%-40.072%
1332Health CareBusiness SkillsIndustry Segment2 609,16516.940% 80,90113.548% -3.392%-20.024%
177Human resourcesBusiness SkillsManagement skills2 310,2638.628% 18,9123.167% -5.461%-63.293%
1336InsuranceBusiness SkillsIndustry Segment1 20,0940.559% 4,2650.714% 0.155%27.818%
1316Managing/SupervisionBusiness SkillsManagement skills5 1,477,19541.079% 199,51033.411% -7.668%-18.667%
1334ManufacturingBusiness SkillsIndustry Segment2 329,1179.152% 28,4784.769% -4.383%-47.893%
26MarketingBusiness SkillsBusiness processes1 482,45013.416% 41,8197.003% -6.413%-47.801%
185MonitoringBusiness SkillsProject management1 381,58110.611% 79,87013.375% 2.764%26.048%
179NegotiationBusiness SkillsManagement skills1 121,5773.381% 21,6823.631% 0.250%7.396%
163Operation and ControlBusiness SkillsBusiness processes2 1,8880.053% 2510.042% -0.010%-19.941%
29Outsourcing ManagementBusiness SkillsManagement skills3 142,4443.961% 26,3704.416% 0.455%11.482%
167ProcurementBusiness SkillsBusiness processes1 107,3282.985% 10,2271.713% -1.272%-42.618%
1290Project Management softwareBusiness SkillsProject management2 99,6712.772% 19,0303.187% 0.415%14.977%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 629,62217.509% 112,89318.905% 1.396%7.976%
168QualityBusiness SkillsBusiness processes1 1,022,48828.434% 196,87832.970% 4.536%15.952%
1337Real EstateBusiness SkillsIndustry Segment2 181,6455.051% 7,0581.182% -3.869%-76.601%
1335RetailBusiness SkillsIndustry Segment2 750,71920.876% 69,27611.601% -9.275%-44.429%
34Risk ManagementBusiness SkillsProject management1 102,0802.839% 20,0203.353% 0.514%18.104%
169Service OrientationBusiness SkillsBusiness processes1 25,0580.697% 4,4840.751% 0.054%7.760%
27Supply Chain ManagementBusiness SkillsBusiness processes3 138,8963.863% 15,1762.541% -1.321%-34.203%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 7,3300.204% 9260.155% -0.049%-23.924%
178TeachingBusiness SkillsManagement skills7 264,5487.357% 16,3502.738% -4.619%-62.782%
190TimekeepingBusiness SkillsProject management3 105,8112.942% 9,3501.566% -1.377%-46.787%
1296Timekeeping softwareBusiness SkillsProject management1 4,0410.112% 8010.134% 0.022%19.367%
171Total quality management (TQM)Business SkillsBusiness processes2 4,2780.119% 4920.082% -0.037%-30.743%
180TroubleshootingBusiness SkillsManagement skills1 440,77112.257% 93,88315.722% 3.465%28.267%
181VerificationBusiness SkillsManagement skills1 133,5813.715% 51,0858.555% 4.840%130.297%
1338Waste ManagementBusiness SkillsIndustry Segment1 3,8820.108% 5090.085% -0.023%-21.041%
191WorkflowBusiness SkillsProject management1 150,8684.195% 29,4074.925% 0.729%17.380%
31Working GloballyBusiness SkillsManagement skills3 22,6790.631% 1,3570.227% -0.403%-63.967%
32Working with Virtual TeamsBusiness SkillsManagement skills2 6,5310.182% 1,9610.328% 0.147%80.816%
514GLTechnical SkillsSoftware development3 5,4060.150% 5240.088% -0.063%-41.629%
987Access servers & softwareTechnical SkillsNetwork10 108,4333.015% 23,9434.010% 0.994%32.971%
38Agile Development MethodsTechnical SkillsSoftware development3 90,4162.514% 30,7985.158% 2.643%105.124%
304Algorithmic softwareTechnical SkillsBusiness applications1 1070.003% 30.001% -0.002%-83.116%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 3,9680.110% 4590.077% -0.033%-30.340%
1352AndroidTechnical SkillsMobile Platforms3 48,4471.347% 23,6643.963% 2.616%194.145%
1351Apple iOSTechnical SkillsMobile Platforms6 41,6411.158% 15,1352.535% 1.377%118.877%
120Apple operating systemsTechnical SkillsBusiness applications6 85,3912.375% 23,0833.866% 1.491%62.787%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 42,1241.171% 4020.067% -1.104%-94.253%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 1300.004% 60.001% -0.003%-72.206%
1265Backup & RecoveryTechnical SkillsTechnical applications16 279,6207.776% 49,2608.249% 0.473%6.088%
1353BlackberryTechnical SkillsMobile Platforms2 30,4010.845% 4,7560.796% -0.049%-5.791%
336Borland DelphiTechnical SkillsBusiness applications1 5,3970.150% 8030.134% -0.016%-10.401%
337Borland JBuilderTechnical SkillsBusiness applications1 4,0550.113% 1140.019% -0.094%-83.070%
338Borland ParadoxTechnical SkillsBusiness applications1 3280.009% 350.006% -0.003%-35.741%
72Business Continuity PlanningTechnical SkillsHardware2 62,8761.748% 8,8111.476% -0.273%-15.612%
352Cadence OpusTechnical SkillsBusiness applications1 1,8930.053% 2460.041% -0.011%-21.743%
868CalculatorsTechnical SkillsHardware1 3,2860.091% 2300.039% -0.053%-57.850%
39CASE ToolsTechnical SkillsSoftware development1 193,6815.386% 26,7014.471% -0.915%-16.980%
367Categorization or classification softwareTechnical SkillsBusiness applications1 14,3140.398% 2,6370.442% 0.044%10.940%
112CertificationTechnical SkillsMisc3 654,35418.197% 111,36418.649% 0.453%2.488%
78CiscoTechnical SkillsHardware1 297,0258.260% 33,3795.590% -2.670%-32.326%
1009Cisco Systems IOSTechnical SkillsNetwork1 50,7521.411% 24,6784.133% 2.721%192.817%
40Client-ServerTechnical SkillsSoftware development1 83,5682.324% 9,9701.670% -0.654%-28.155%
1011Cluster server softwareTechnical SkillsNetwork8 54,2211.508% 11,3721.904% 0.397%26.302%
1147CMAKETechnical SkillsSoftware development1 2270.006% 1140.019% 0.013%202.426%
1151Compatibility testingTechnical SkillsSoftware development1 1,2610.035% 3450.058% 0.023%64.757%
1152CompilersTechnical SkillsSoftware development5 34,5380.960% 4,3680.731% -0.229%-23.840%
1255Compliance softwareTechnical SkillsTechnical applications3 19,0770.531% 4,1340.692% 0.162%30.497%
385Computer aided design (CAD)Technical SkillsBusiness applications12 69,2431.926% 6,6561.115% -0.811%-42.114%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 5,8090.162% 7720.129% -0.032%-19.969%
875Computer diagnosticsTechnical SkillsHardware5 142,9303.975% 26,9424.512% 0.537%13.513%
1107Computer forensicsTechnical SkillsSecurity1 8,3820.233% 6980.117% -0.116%-49.853%
1266Computer HardwareTechnical SkillsHardware15 81,0992.255% 12,6052.111% -0.144%-6.402%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 36,7331.021% 4670.078% -0.943%-92.344%
1015Computer serversTechnical SkillsNetwork6 325,8479.061% 58,8809.860% 0.799%8.816%
1267Computer UtilitiesTechnical SkillsMisc1 1,9150.053% 4050.068% 0.015%27.358%
59Content ManagerTechnical SkillsBusiness applications1 3,8830.108% 5200.087% -0.021%-19.355%
878ControllersTechnical SkillsHardware2 21,1150.587% 4,1270.691% 0.104%17.702%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 3,9130.109% 1,3780.231% 0.122%112.070%
407Customer information control system (CICS)Technical SkillsBusiness applications2 14,2320.396% 2,0280.340% -0.056%-14.189%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 214,4395.963% 32,4775.439% -0.525%-8.796%
953Data acquisition systemsTechnical SkillsInformation mgmt1 17,2000.478% 2,7600.462% -0.016%-3.368%
955Data compression softwareTechnical SkillsInformation mgmt1 11,4240.318% 1,5320.257% -0.061%-19.243%
956Data conversion softwareTechnical SkillsInformation mgmt1 16,1420.449% 3,0490.511% 0.062%13.747%
958Data dictionaryTechnical SkillsInformation mgmt1 9,4480.263% 1,8350.307% 0.045%16.960%
959Data entryTechnical SkillsInformation mgmt1 185,9885.172% 4,9180.824% -4.348%-84.076%
962Data mappingTechnical SkillsInformation mgmt1 17,1940.478% 4,4610.747% 0.269%56.241%
67Data MiningTechnical SkillsInformation mgmt5 92,7502.579% 10,7661.803% -0.776%-30.100%
963Data modelingTechnical SkillsInformation mgmt1 108,1653.008% 23,3853.916% 0.908%30.194%
68Data WarehousingTechnical SkillsInformation mgmt2 168,9584.698% 36,6766.142% 1.443%30.720%
69Database AdministrationTechnical SkillsInformation mgmt12 219,3986.101% 41,2926.915% 0.814%13.337%
969Database design softwareTechnical SkillsInformation mgmt15 178,5374.965% 31,9205.345% 0.381%7.665%
1268Database ReportingTechnical SkillsInformation mgmt3 56,1851.562% 7,3041.223% -0.339%-21.715%
1269Database SecurityTechnical SkillsInformation mgmt2 5440.015% 1320.022% 0.007%46.122%
1270Database ServersTechnical SkillsInformation mgmt3 47,4061.318% 5,8670.983% -0.336%-25.471%
1271Database TestingTechnical SkillsInformation mgmt1 2,6970.075% 7310.122% 0.047%63.221%
1160DebuggingTechnical SkillsSoftware development7 228,1606.345% 48,8618.182% 1.838%28.962%
418Desktop publishing softwareTechnical SkillsBusiness applications13 48,6481.353% 4,8770.817% -0.536%-39.629%
1272Development EnvironmentTechnical SkillsSoftware development13 156,5024.352% 31,6635.302% 0.950%21.835%
1273Digital ImagingTechnical SkillsHardware1 2,0450.057% 410.007% -0.050%-87.927%
883Digital Signal Processor (DSP)Technical SkillsHardware2 9,8330.273% 9190.154% -0.120%-43.718%
423Disk operating system (DOS)Technical SkillsBusiness applications1 10,2340.285% 1,0300.172% -0.112%-39.392%
1307Doctor of PhilosophyTechnical SkillsMisc3 162,0234.506% 10,7841.806% -2.700%-59.919%
973Document management softwareTechnical SkillsInformation mgmt4 32,6820.909% 5,0650.848% -0.061%-6.672%
1020Domain name system (DNS)Technical SkillsNetwork3 105,5402.935% 21,0433.524% 0.589%20.069%
61DreamweaverTechnical SkillsSoftware development1 19,0620.530% 1,6590.278% -0.252%-47.590%
54DSS/GDSSTechnical SkillsBusiness applications5 43,9701.223% 7,0961.188% -0.034%-2.816%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 1330.004% 210.004% -0.000%-4.916%
62EclipseTechnical SkillsSoftware development1 68,1061.894% 14,4042.412% 0.518%27.361%
1308Electronic CommerceTechnical SkillsBusiness applications2 156,4194.350% 31,9205.345% 0.996%22.889%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 30,2240.840% 6,3621.065% 0.225%26.760%
1023Electronic mail softwareTechnical SkillsNetwork8 55,3371.539% 8,9381.497% -0.042%-2.733%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 173,2704.818% 30,1015.041% 0.222%4.616%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications15 212,4135.907% 28,2034.723% -1.184%-20.043%
1321Environmental CertificationTechnical SkillsEnvironmental1 2770.008% 500.008% 0.001%8.700%
1328Environmental CleanupTechnical SkillsEnvironmental1 1,1320.031% 3760.063% 0.031%100.024%
1329Environmental EnergyTechnical SkillsEnvironmental21 11,2790.314% 2,0840.349% 0.035%11.267%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 11,6580.324% 3,7780.633% 0.308%95.154%
1327Environmental PollutionTechnical SkillsEnvironmental15 40,1441.116% 1,5040.252% -0.864%-77.439%
1324Environmental Pollution ControlTechnical SkillsEnvironmental6 5,2870.147% 5390.090% -0.057%-38.607%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental7 1,9110.053% 2660.045% -0.009%-16.178%
1326Environmental Product StewardshipTechnical SkillsEnvironmental11 49,8181.385% 1,1970.200% -1.185%-85.531%
1331Environmental ScienceTechnical SkillsEnvironmental2 1,4110.039% 2860.048% 0.009%22.061%
1322Environmental TechnologyTechnical SkillsEnvironmental2 6420.018% 550.009% -0.009%-48.410%
461Expert system softwareTechnical SkillsBusiness applications1 1,2410.035% 1800.030% -0.004%-12.655%
1359FacebookTechnical SkillsSocial Networking1 398,54911.083% 264,78244.341% 33.258%300.080%
463Facilities management softwareTechnical SkillsBusiness applications4 11,6870.325% 1,3220.221% -0.104%-31.881%
468Flight control softwareTechnical SkillsBusiness applications1 1,0020.028% 890.015% -0.013%-46.511%
469Flowchart softwareTechnical SkillsBusiness applications4 9,9830.278% 2,5360.425% 0.147%52.978%
1112Fraud DetectionTechnical SkillsSecurity1 16,6220.462% 3,1800.533% 0.070%15.208%
63FrontPageTechnical SkillsSoftware development1 3,2160.089% 1160.019% -0.070%-78.279%
475Fund accounting softwareTechnical SkillsBusiness applications1 1,6840.047% 1520.025% -0.021%-45.645%
1260GamingTechnical SkillsMisc2 70,9081.972% 15,5742.608% 0.636%32.265%
113Generic databasesTechnical SkillsInformation mgmt2 499,17213.881% 98,08716.426% 2.545%18.332%
1365Google AppsTechnical SkillsBusiness applications4 11,4720.319% 1,8370.308% -0.011%-3.571%
1364Google PlusTechnical SkillsSocial Networking1 1,3060.036% 3750.063% 0.026%72.913%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications30 214,8705.975% 30,3805.088% -0.888%-14.856%
484Graphic softwareTechnical SkillsBusiness applications16 291,2408.099% 47,4947.953% -0.145%-1.796%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 65,2081.813% 8,4951.423% -0.391%-21.548%
1323Green ITTechnical SkillsEnvironmental8 9,5640.266% 1,1050.185% -0.081%-30.424%
893Guidance systemsTechnical SkillsHardware1 1620.005% 40.001% -0.004%-85.131%
895Hardware description language (HDL)Technical SkillsHardware2 9330.026% 820.014% -0.012%-47.074%
1277Hardware DesignTechnical SkillsHardware19 24,8420.691% 3,1660.530% -0.161%-23.253%
1278Hardware TestingTechnical SkillsHardware4 8,9490.249% 6820.114% -0.135%-54.107%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 1,4940.042% 2200.037% -0.005%-11.323%
492Helpdesk or call centerTechnical SkillsBusiness applications2 215,6715.998% 24,1734.048% -1.949%-32.504%
114IBM databasesTechnical SkillsInformation mgmt2 92,5242.573% 16,4722.758% 0.185%7.209%
121IBM operating systemsTechnical SkillsBusiness applications4 75,6422.103% 9,4051.575% -0.529%-25.125%
898Image capture devicesTechnical SkillsHardware8 15,7510.438% 2,9500.494% 0.056%12.786%
524Industrial control softwareTechnical SkillsBusiness applications3 13,3990.373% 1,7960.301% -0.072%-19.281%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 47,3781.318% 8,8931.489% 0.172%13.035%
899InfraredTechnical SkillsHardware1 4,7380.132% 1600.027% -0.105%-79.664%
1180InstallationTechnical SkillsSoftware development1 298,1468.291% 47,0017.871% -0.420%-5.067%
901Interface definition language (IDL)Technical SkillsHardware1 1,1620.032% 610.010% -0.022%-68.387%
536Internet browser softwareTechnical SkillsBusiness applications4 21,6180.601% 3,2760.549% -0.053%-8.743%
541Inventory management softwareTechnical SkillsBusiness applications3 17,4670.486% 3,0950.518% 0.033%6.704%
73IT Architecture/StandardsTechnical SkillsHardware2 28,9020.804% 5,0240.841% 0.038%4.679%
1357Java METechnical SkillsMobile Platforms2 1,3600.038% 760.013% -0.025%-66.348%
1035KernelTechnical SkillsNetwork1 33,2150.924% 3,9980.670% -0.254%-27.515%
907LasersTechnical SkillsHardware1 9640.027% 1000.017% -0.010%-37.531%
1038License management softwareTechnical SkillsNetwork1 2,2550.063% 5760.096% 0.034%53.821%
1361LinkedInTechnical SkillsSocial Networking1 27,0400.752% 7,1401.196% 0.444%59.012%
908Mainframe computersTechnical SkillsHardware2 116,4793.239% 12,3142.062% -1.177%-36.336%
124Mainframe operating systemsTechnical SkillsBusiness applications7 49,9971.390% 5,7360.961% -0.430%-30.912%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 80,1232.228% 12,0082.011% -0.217%-9.749%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 19,0270.529% 1,7980.301% -0.228%-43.094%
1281Medical softwareTechnical SkillsBusiness applications9 24,2350.674% 3,7670.631% -0.043%-6.396%
115Microsoft databasesTechnical SkillsInformation mgmt5 491,36613.664% 96,94916.235% 2.571%18.817%
119Microsoft operating systemsTechnical SkillsBusiness applications4 708,13119.692% 110,10618.439% -1.253%-6.365%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 16,1240.448% 5,2340.877% 0.428%95.479%
625MultimediaTechnical SkillsBusiness applications1 144,3254.013% 3,3640.563% -3.450%-85.964%
1362MySpaceTechnical SkillsSocial Networking1 5,1620.144% 980.016% -0.127%-88.567%
74Network administrationTechnical SkillsHardware12 271,5087.550% 36,3956.095% -1.455%-19.277%
1282Network Administration softwareTechnical SkillsNetwork17 173,9624.838% 35,3975.928% 1.090%22.533%
1283Network HardwareTechnical SkillsNetwork11 134,6663.745% 23,2133.887% 0.142%3.804%
1284Network Monitoring softwareTechnical SkillsNetwork14 87,1512.424% 19,0103.183% 0.760%31.356%
1059Network operation system software (NOS)Technical SkillsNetwork2 4,4760.124% 8250.138% 0.014%10.995%
1122Network securityTechnical SkillsSecurity1 110,4873.072% 25,5254.274% 1.202%39.121%
1285Network Security softwareTechnical SkillsSecurity34 239,5416.661% 49,0358.212% 1.550%23.272%
1286Network softwareTechnical SkillsNetwork6 58,7291.633% 10,4061.743% 0.109%6.702%
1287Network TestingTechnical SkillsNetwork11 59,8521.664% 9,9961.674% 0.010%0.574%
1065Novell network softwareTechnical SkillsNetwork2 5,5680.155% 3400.057% -0.098%-63.228%
643OberonTechnical SkillsBusiness applications1 4340.012% 2680.045% 0.033%271.864%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 404,80511.257% 79,01013.231% 1.974%17.537%
1288Office ApplicationsTechnical SkillsBusiness applications13 528,19714.688% 89,52114.991% 0.303%2.063%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 40,1691.117% 6,0031.005% -0.112%-10.005%
116Open-source databasesTechnical SkillsInformation mgmt4 175,1044.869% 40,6316.804% 1.935%39.734%
118Open-source operating systemsTechnical SkillsBusiness applications8 525,79114.622% 100,44016.820% 2.198%15.036%
56Operating SystemsTechnical SkillsBusiness applications3 309,2778.601% 52,3618.769% 0.168%1.953%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 2,1760.061% 3780.063% 0.003%4.610%
117Oracle databasesTechnical SkillsInformation mgmt1 635,33517.668% 110,10318.438% 0.770%4.360%
1354Palm OSTechnical SkillsMobile Platforms3 3,2740.091% 3510.059% -0.032%-35.439%
1289Physical ToolsTechnical SkillsHardware1 2150.006% 280.005% -0.001%-21.574%
683Point of sale (POS)Technical SkillsBusiness applications3 19,8720.553% 4,1090.688% 0.135%24.519%
931PrintersTechnical SkillsHardware3 32,2570.897% 5,7580.964% 0.067%7.495%
43ProgrammingTechnical SkillsSoftware development1 873,27924.285% 154,16525.817% 1.532%6.310%
700ProvisioningTechnical SkillsBusiness applications1 46,3361.289% 12,2002.043% 0.755%58.555%
1258Rate ControlTechnical SkillsTechnical applications1 1810.005% 60.001% -0.004%-80.038%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 44,6511.242% 4,1690.698% -0.544%-43.774%
1077Remote control softwareTechnical SkillsNetwork2 3,7160.103% 7860.132% 0.028%27.376%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 2,1380.059% 4020.067% 0.008%13.229%
1262RoboticsTechnical SkillsHardware3 12,5460.349% 2,0350.341% -0.008%-2.322%
1318RSATechnical SkillsSecurity1 15,5180.432% 2,8940.485% 0.053%12.306%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 76,4772.127% 25,8274.325% 2.198%103.368%
44SDLCTechnical SkillsSoftware development7 418,75511.645% 97,52316.331% 4.686%40.245%
1132Secure shell (SSH)Technical SkillsSecurity1 3400.009% 730.012% 0.003%29.296%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 44,7151.243% 9,0831.521% 0.278%22.325%
76SecurityTechnical SkillsHardware4 2,448,41768.087% 593,72899.427% 31.340%46.030%
1315Security ClearanceTechnical SkillsMisc2 296,0538.233% 18,5803.111% -5.121%-62.207%
1135Security testing softwareTechnical SkillsSecurity1 8,1280.226% 1,8910.317% 0.091%40.103%
60Sharepoint ServerTechnical SkillsBusiness applications1 13,5160.376% 1,8690.313% -0.063%-16.728%
1084Signal generatorsTechnical SkillsNetwork1 7250.020% 910.015% -0.005%-24.414%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 31,3120.871% 5,4050.905% 0.034%3.950%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 119,5133.323% 31,5595.285% 1.961%59.019%
1220Simulation softwareTechnical SkillsSoftware development5 52,9691.473% 5,5880.936% -0.537%-36.471%
1366Social NetworkTechnical SkillsSocial Networking1 8,3020.231% 1,3300.223% -0.008%-3.526%
1358Social NetworkingTechnical SkillsSocial Networking1 22,3570.622% 1,4040.235% -0.387%-62.182%
42Software DevelopmentTechnical SkillsSoftware development2 930,74325.883% 142,44623.854% -2.028%-7.836%
1291Software Development softwareTechnical SkillsSoftware development3 6,5920.183% 8320.139% -0.044%-23.994%
1309Software EngineeringTechnical SkillsSoftware development1 558,66815.536% 73,32612.279% -3.256%-20.961%
1292Software InstallationTechnical SkillsSoftware development4 379,99610.567% 81,30013.615% 3.048%28.840%
1223Software librariesTechnical SkillsSoftware development1 1,0050.028% 2040.034% 0.006%22.237%
1293Software MaintenanceTechnical SkillsSoftware development1 24,9880.695% 5,5170.924% 0.229%32.957%
1294Software TestingTechnical SkillsSoftware development14 374,37710.411% 79,13613.252% 2.841%27.293%
1225Source code management (SCM)Technical SkillsSoftware development5 120,7243.357% 27,0414.528% 1.171%34.887%
1229Static analysis softwareTechnical SkillsSoftware development1 2,4890.069% 7900.132% 0.063%91.136%
772Statistical analysis softwareTechnical SkillsBusiness applications25 279,9757.786% 45,8517.678% -0.107%-1.379%
774Statistical softwareTechnical SkillsBusiness applications1 119,1433.313% 17,5262.935% -0.378%-11.416%
1230Stress testing softwareTechnical SkillsSoftware development1 8,7730.244% 1,9170.321% 0.077%31.587%
122Sun operating systemsTechnical SkillsBusiness applications3 154,5304.297% 16,1702.708% -1.589%-36.986%
939Surveillance systemsTechnical SkillsHardware5 33,9710.945% 3,0840.516% -0.428%-45.330%
791Symantec softwareTechnical SkillsBusiness applications1 27,6640.769% 6,2321.044% 0.274%35.660%
1355SymbianTechnical SkillsMobile Platforms1 1140.003% 50.001% -0.002%-73.588%
1310System AdministrationTechnical SkillsNetwork4 232,5386.467% 35,9966.028% -0.439%-6.782%
45System TestingTechnical SkillsSoftware development5 73,0282.031% 14,6222.449% 0.418%20.575%
46Systems AnalysisTechnical SkillsSoftware development8 296,6388.249% 49,8148.342% 0.093%1.126%
47Systems DesignTechnical SkillsSoftware development1 49,2491.370% 7,4811.253% -0.117%-8.525%
1233Systems EvaluationTechnical SkillsSoftware development1 5760.016% 950.016% -0.000%-0.679%
1234Systems integrationTechnical SkillsSoftware development8 215,8946.004% 28,9634.850% -1.153%-19.213%
75TCP/IPTechnical SkillsHardware3 195,1015.425% 31,5975.291% -0.134%-2.473%
1235Technology DesignTechnical SkillsSoftware development1 3,7170.103% 4530.076% -0.028%-26.609%
1236TemplatesTechnical SkillsSoftware development1 56,1031.560% 12,0662.021% 0.460%29.514%
1239Test implementationTechnical SkillsSoftware development1 1,2450.035% 2870.048% 0.013%38.820%
1302TestingTechnical SkillsSoftware development1 1,053,66929.301% 218,00436.508% 7.207%24.595%
1297Training softwareTechnical SkillsBusiness applications3 4,1060.114% 3200.054% -0.061%-53.068%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 5,1840.144% 7470.125% -0.019%-13.225%
1360TwitterTechnical SkillsSocial Networking1 49,8461.386% 11,3011.892% 0.506%36.529%
123UNIX operating systemsTechnical SkillsBusiness applications5 572,64815.925% 77,42412.966% -2.959%-18.581%
1298UNIX ShellsTechnical SkillsBusiness applications4 115,7383.219% 23,6073.953% 0.735%22.830%
48User-Interface DesignTechnical SkillsSoftware development2 235,4876.549% 48,1298.060% 1.511%23.078%
836Video creation and editing softwareTechnical SkillsBusiness applications3 13,2420.368% 2,2330.374% 0.006%1.549%
64Visual StudioTechnical SkillsSoftware development1 116,2263.232% 25,6554.296% 1.064%32.926%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 5,2790.147% 7090.119% -0.028%-19.121%
77Voice/Data TelecomTechnical SkillsHardware10 333,5919.277% 46,5867.801% -1.475%-15.903%
1299Web Application ServerTechnical SkillsBusiness applications8 167,4594.657% 26,1414.378% -0.279%-5.994%
1248Web platform development softwareTechnical SkillsSoftware development5 10,7300.298% 8950.150% -0.149%-49.770%
65web programmerTechnical SkillsSoftware development4 87,0362.420% 4,0380.676% -1.744%-72.061%
58Web serversTechnical SkillsBusiness applications6 248,1476.901% 43,1247.222% 0.321%4.653%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 182,0955.064% 39,9046.682% 1.619%31.965%
1356Windows CETechnical SkillsMobile Platforms4 21,2140.590% 3,0240.506% -0.084%-14.158%
1102WirelessTechnical SkillsNetwork5 145,8454.056% 23,5013.936% -0.120%-2.964%
1363YouTubeTechnical SkillsSocial Networking2 5,9490.165% 1,2310.206% 0.041%24.610%
79.NETProgramming SkillsCurrent1 409,51411.388% 72,88712.206% 0.818%7.182%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 1110.003% 210.004% 0.000%13.929%
209A programming language (APL)Programming SkillsLegacy2 5,0640.141% 5230.088% -0.053%-37.806%
99AdaProgramming SkillsLegacy1 13,2430.368% 1,8310.307% -0.062%-16.739%
80AJAXProgramming SkillsCurrent1 208,7315.805% 36,0176.032% 0.227%3.911%
192Apple AppleScriptProgramming SkillsCurrent1 4930.014% 1040.017% 0.004%27.036%
81ASPProgramming SkillsCurrent2 264,7097.361% 46,5087.788% 0.427%5.803%
108AssemblyProgramming SkillsLegacy2 9,5550.266% 6200.104% -0.162%-60.925%
211AWKProgramming SkillsLegacy1 7,2470.202% 1,3820.231% 0.030%14.839%
212BProgramming SkillsLegacy1 46,6071.296% 7,9341.329% 0.033%2.513%
83C#Programming SkillsCurrent2 384,28410.686% 77,37112.957% 2.270%21.245%
82C/C++Programming SkillsCurrent3 583,63416.230% 80,97613.560% -2.670%-16.448%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 256,7777.141% 74,00112.392% 5.252%73.549%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 9230.026% 2280.038% 0.013%48.755%
84CGIProgramming SkillsCurrent2 26,2190.729% 7,8051.307% 0.578%79.265%
217ClipperProgramming SkillsLegacy1 6120.017% 1400.023% 0.006%37.758%
218CLUProgramming SkillsLegacy1 3530.010% 350.006% -0.004%-40.292%
100CobolProgramming SkillsLegacy1 28,1630.783% 4,2880.718% -0.065%-8.311%
85ColdFusionProgramming SkillsCurrent2 23,4190.651% 2,0970.351% -0.300%-46.078%
219Combined programming language (CPL)Programming SkillsLegacy1 5030.014% 340.006% -0.008%-59.295%
195Component object model (COM)Programming SkillsCurrent1 5490.015% 340.006% -0.010%-62.705%
125Database programmingProgramming SkillsCurrent3 85,5322.379% 13,0222.181% -0.198%-8.317%
196Distributed component object model (DCOM)Programming SkillsCurrent1 5,7180.159% 3620.061% -0.098%-61.876%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 20,9450.582% 3,5000.586% 0.004%0.630%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 5,9790.166% 1,2220.205% 0.038%23.079%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 38,0681.059% 4,9590.830% -0.228%-21.553%
109ForthProgramming SkillsLegacy1 10,0230.279% 2,6420.442% 0.164%58.736%
102FortranProgramming SkillsLegacy1 5,4890.153% 4880.082% -0.071%-46.461%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 644,57517.925% 100,75916.873% -1.051%-5.865%
222JProgramming SkillsLegacy1 13,4230.373% 1,7600.295% -0.079%-21.041%
87Java/J2EE/J2PProgramming SkillsCurrent4 794,16522.085% 154,33025.845% 3.760%17.025%
97JavaScriptProgramming SkillsCurrent3 415,94711.567% 106,83917.892% 6.325%54.679%
89JavaServer FacesProgramming SkillsCurrent3 31,4850.876% 5,3390.894% 0.019%2.116%
88JavaServer PagesProgramming SkillsCurrent3 136,9953.810% 18,5263.102% -0.707%-18.564%
223Job control language (JCL)Programming SkillsLegacy2 18,5520.516% 2,6440.443% -0.073%-14.176%
126LAMPProgramming SkillsCurrent1 36,8921.026% 6,9901.171% 0.145%14.100%
104LispProgramming SkillsLegacy1 2,2350.062% 3580.060% -0.002%-3.540%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 1,7860.050% 4590.077% 0.027%54.764%
201Microsoft ActiveXProgramming SkillsCurrent1 5,4020.150% 3700.062% -0.088%-58.754%
107PascalProgramming SkillsLegacy1 1,8330.051% 2560.043% -0.008%-15.896%
90PerlProgramming SkillsCurrent1 251,8067.002% 39,6946.647% -0.355%-5.071%
91PHPProgramming SkillsCurrent1 143,1953.982% 27,5724.617% 0.635%15.952%
103PL/1Programming SkillsLegacy3 5940.017% 960.016% -0.000%-2.675%
105PrologProgramming SkillsLegacy1 1,4240.040% 1040.017% -0.022%-56.019%
95PythonProgramming SkillsCurrent1 159,2104.427% 49,7088.324% 3.897%88.016%
228Register transfer language (RTL)Programming SkillsLegacy1 45,7601.273% 13,6352.283% 1.011%79.436%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 1,5040.042% 4430.074% 0.032%77.376%
206Scripting languagesProgramming SkillsCurrent1 69,6291.936% 14,7252.466% 0.530%27.352%
101SmalltalkProgramming SkillsLegacy1 1,0290.029% 380.006% -0.022%-77.761%
92SQLProgramming SkillsCurrent3 1,074,22429.873% 211,95335.494% 5.622%18.819%
110TCLProgramming SkillsLegacy1 16,3010.453% 1,7060.286% -0.168%-36.976%
98Unified Modeling LanguageProgramming SkillsCurrent2 104,3112.901% 12,9022.161% -0.740%-25.515%
93Visual BasicProgramming SkillsCurrent6 240,0236.675% 33,7145.646% -1.029%-15.414%
207Web service definition language (WSDL)Programming SkillsCurrent2 27,4120.762% 5,5090.923% 0.160%21.024%
94XMLProgramming SkillsCurrent2 436,98012.152% 72,64512.165% 0.014%0.111%
1342Computer ScienceMajorsComputer Science2 2,518,32670.031% 472,50979.128% 9.097%12.989%
1344Information TechnologyMajorsInformation Technology3 1,614,98744.911% 212,49935.586% -9.325%-20.763%
1343Management Information SystemsMajorsManagement Information Systems9 959,30926.677% 162,07127.141% 0.464%1.739%

mis Degrees

Management Information Systems

2015-09-15Jobs Found:959,074Click 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 3,1150.325% 1,0760.664% 0.339%104.409%
2Attention to DetailsSoft SkillsProblem-solving skills1 3,6980.386% 7660.473% 0.087%22.577%
8Conflict ResolutionSoft SkillsInterpersonal skills1 6,4220.670% 1,3670.843% 0.174%25.964%
231CooperationSoft SkillsInterpersonal skills1 10,4631.091% 1,5270.942% -0.149%-13.637%
3CreativitySoft SkillsProblem-solving skills3 27,0872.824% 5,6843.507% 0.683%24.177%
4Critical thinkingSoft SkillsProblem-solving skills3 14,0391.464% 4,1302.548% 1.084%74.085%
1300FlexibilitySoft SkillsWork ethic1 33,8553.530% 6,7584.170% 0.640%18.125%
232IndependenceSoft SkillsInterpersonal skills1 5,4330.566% 1,1970.739% 0.172%30.377%
13Initiative/Motivation to workSoft SkillsWork ethic5 135,03714.080% 27,20316.785% 2.705%19.209%
256InnovationSoft SkillsProblem-solving skills1 76,6377.991% 14,7259.086% 1.095%13.701%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 117,33512.234% 22,62113.957% 1.723%14.086%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 7190.075% 1240.077% 0.002%2.056%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 77,5358.084% 16,74010.329% 2.244%27.763%
10LeadershipSoft SkillsInterpersonal skills1 225,15323.476% 41,86025.828% 2.352%10.019%
258LearningSoft SkillsProblem-solving skills1 54,5065.683% 11,2576.946% 1.263%22.215%
1Learning AbilitySoft SkillsProblem-solving skills3 17,3861.813% 4,2102.598% 0.785%43.294%
236ListeningSoft SkillsLanguage skills1 16,8691.759% 3,8322.364% 0.606%34.426%
260MathematicsSoft SkillsProblem-solving skills3 56,8055.923% 10,3166.365% 0.442%7.466%
261MemorizationSoft SkillsProblem-solving skills1 230.002% 90.006% 0.003%131.559%
18Negotiation SkillsSoft SkillsLanguage skills1 11,1711.165% 1,9291.190% 0.025%2.185%
262OptimizationSoft SkillsProblem-solving skills1 40,9554.270% 8,8005.430% 1.159%27.152%
19Oral CommunicationsSoft SkillsLanguage skills3 16,2411.693% 2,6701.647% -0.046%-2.715%
273PersistenceSoft SkillsWork ethic1 3,2770.342% 8210.507% 0.165%48.256%
239PersuasionSoft SkillsLanguage skills1 1,9700.205% 3810.235% 0.030%14.447%
1301Physical SkillSoft SkillsWork ethic2 1,4060.147% 3020.186% 0.040%27.107%
240PresentationsSoft SkillsLanguage skills1 55,0095.736% 9,6855.976% 0.240%4.187%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 200,15820.870% 40,38624.919% 4.049%19.400%
20Questioning skillsSoft SkillsLanguage skills1 2180.023% 490.030% 0.008%33.011%
241Reading ComprehensionSoft SkillsLanguage skills1 2060.021% 340.021% -0.001%-2.331%
6Research skillsSoft SkillsProblem-solving skills1 1,7810.186% 3060.189% 0.003%1.673%
15ResponsibilitySoft SkillsWork ethic2 111,23611.598% 17,94011.069% -0.529%-4.561%
234Self ControlSoft SkillsInterpersonal skills1 1740.018% 630.039% 0.021%114.259%
11Self-esteemSoft SkillsInterpersonal skills1 290.003% 40.002% -0.001%-18.378%
16Self-managementSoft SkillsWork ethic1 1,2010.125% 1950.120% -0.005%-3.919%
250Stress ToleranceSoft SkillsPhysical skills1 1990.021% 440.027% 0.006%30.842%
12TeamworkSoft SkillsInterpersonal skills1 52,9575.522% 10,1426.258% 0.736%13.331%
17Time ManagementSoft SkillsWork ethic2 39,7894.149% 8,0994.997% 0.849%20.452%
268VisualizationSoft SkillsProblem-solving skills1 6,5250.680% 1,7651.089% 0.409%60.070%
7Working under pressureSoft SkillsProblem-solving skills1 5280.055% 1440.089% 0.034%61.390%
21Written CommunicationsSoft SkillsLanguage skills4 152,92915.945% 27,40516.909% 0.964%6.044%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 37,0903.867% 9,7646.025% 2.157%55.782%
172Account managementBusiness SkillsManagement skills1 12,2171.274% 1,6951.046% -0.228%-17.898%
22AccountingBusiness SkillsBusiness processes4 123,38612.865% 13,7818.503% -4.362%-33.906%
1263Accounting softwareBusiness SkillsBusiness processes7 5,8590.611% 8400.518% -0.093%-15.160%
174AdministrationBusiness SkillsManagement skills3 280,99129.298% 47,48929.301% 0.003%0.011%
1313AnalystBusiness SkillsProject management1 240,39225.065% 41,09825.358% 0.293%1.169%
175Application managementBusiness SkillsManagement skills5 81,7328.522% 15,8069.753% 1.231%14.440%
150Asset managementBusiness SkillsBusiness processes1 18,9851.980% 3,2452.002% 0.023%1.147%
151AuditingBusiness SkillsBusiness processes4 89,1879.299% 15,0819.305% 0.006%0.063%
1264Auditing softwareBusiness SkillsBusiness processes1 1880.020% 140.009% -0.011%-55.933%
152BillingBusiness SkillsBusiness processes1 26,9742.813% 3,6022.222% -0.590%-20.979%
1314Business AnalystBusiness SkillsProject management1 76,4477.971% 14,8419.157% 1.186%14.881%
35Business IntelligenceBusiness SkillsStrategy skills1 49,8715.200% 11,2036.912% 1.712%32.933%
155Business performance management (BPM)Business SkillsBusiness processes2 5,7570.600% 1,1940.737% 0.136%22.731%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 18,0111.878% 1,7231.063% -0.815%-43.390%
36Business StrategyBusiness SkillsStrategy skills3 212,25722.131% 39,46624.351% 2.220%10.029%
182Calendar and schedulingBusiness SkillsProject management3 48,9285.102% 7,9604.911% -0.190%-3.727%
156Capacity planningBusiness SkillsBusiness processes1 22,8402.381% 4,3852.706% 0.324%13.611%
28Change ManagementBusiness SkillsManagement skills1 51,9155.413% 12,1937.523% 2.110%38.984%
183Content workflowBusiness SkillsProject management1 660.007% 340.021% 0.014%204.847%
24Contracting and legalBusiness SkillsBusiness processes2 61,9786.462% 8,2225.073% -1.389%-21.497%
176CoordinationBusiness SkillsManagement skills1 64,2286.697% 11,5827.146% 0.449%6.710%
157Cost accountingBusiness SkillsBusiness processes1 2,9700.310% 2170.134% -0.176%-56.764%
158Cost estimationBusiness SkillsBusiness processes1 1,0770.112% 1320.081% -0.031%-27.472%
1312Customer SupportBusiness SkillsBusiness processes6 229,38223.917% 39,85424.590% 0.673%2.816%
1339EducationBusiness SkillsIndustry Segment1 10,5261.098% 1,4760.911% -0.187%-17.021%
1333EnergyBusiness SkillsIndustry Segment1 60,3756.295% 9,0195.565% -0.730%-11.601%
1340EntertainmentBusiness SkillsIndustry Segment1 15,4481.611% 2,2731.402% -0.208%-12.929%
1319EnvironmentalBusiness SkillsEnvironmental14 24,4092.545% 4,1152.539% -0.006%-0.238%
1320Environmental StrategyBusiness SkillsEnvironmental6 2,5470.266% 1,3350.824% 0.558%210.170%
161FinancialBusiness SkillsBusiness processes2 258,77126.981% 43,24726.684% -0.297%-1.102%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 1,7600.184% 2190.135% -0.048%-26.366%
1332Health CareBusiness SkillsIndustry Segment2 156,46316.314% 26,87916.585% 0.271%1.660%
177Human resourcesBusiness SkillsManagement skills2 55,7345.811% 6,5104.017% -1.794%-30.879%
1336InsuranceBusiness SkillsIndustry Segment1 7,7360.807% 1,5760.972% 0.166%20.555%
1316Managing/SupervisionBusiness SkillsManagement skills5 433,22645.171% 65,32540.306% -4.865%-10.770%
1334ManufacturingBusiness SkillsIndustry Segment2 67,0166.988% 8,6875.360% -1.628%-23.292%
26MarketingBusiness SkillsBusiness processes1 81,8498.534% 8,9235.506% -3.029%-35.487%
185MonitoringBusiness SkillsProject management1 133,95813.967% 27,38316.896% 2.928%20.965%
179NegotiationBusiness SkillsManagement skills1 43,9074.578% 7,9744.920% 0.342%7.471%
163Operation and ControlBusiness SkillsBusiness processes2 7300.076% 1090.067% -0.009%-11.641%
29Outsourcing ManagementBusiness SkillsManagement skills3 31,8973.326% 6,6874.126% 0.800%24.059%
167ProcurementBusiness SkillsBusiness processes1 25,7042.680% 3,8162.355% -0.326%-12.147%
1290Project Management softwareBusiness SkillsProject management2 38,9944.066% 7,3274.521% 0.455%11.192%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 230,29324.012% 40,91225.243% 1.231%5.128%
168QualityBusiness SkillsBusiness processes1 293,50430.603% 56,55434.895% 4.292%14.024%
1337Real EstateBusiness SkillsIndustry Segment2 9,8111.023% 1,2120.748% -0.275%-26.897%
1335RetailBusiness SkillsIndustry Segment2 173,27218.067% 18,56111.452% -6.614%-36.610%
34Risk ManagementBusiness SkillsProject management1 44,5944.650% 8,8455.457% 0.808%17.373%
169Service OrientationBusiness SkillsBusiness processes1 8,9260.931% 1,6941.045% 0.115%12.306%
27Supply Chain ManagementBusiness SkillsBusiness processes3 33,2053.462% 5,2313.228% -0.235%-6.776%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 2,6290.274% 3890.240% -0.034%-12.440%
178TeachingBusiness SkillsManagement skills7 32,0633.343% 4,5122.784% -0.559%-16.726%
190TimekeepingBusiness SkillsProject management3 23,4942.450% 2,7571.701% -0.749%-30.557%
1296Timekeeping softwareBusiness SkillsProject management1 1,7100.178% 3110.192% 0.014%7.624%
171Total quality management (TQM)Business SkillsBusiness processes2 1,5580.162% 1930.119% -0.043%-26.694%
180TroubleshootingBusiness SkillsManagement skills1 136,58714.242% 28,94817.861% 3.620%25.417%
181VerificationBusiness SkillsManagement skills1 30,8663.218% 7,7024.752% 1.534%47.662%
1338Waste ManagementBusiness SkillsIndustry Segment1 2,1700.226% 2350.145% -0.081%-35.915%
191WorkflowBusiness SkillsProject management1 54,2805.660% 10,1136.240% 0.580%10.252%
31Working GloballyBusiness SkillsManagement skills3 4,4670.466% 1890.117% -0.349%-74.962%
32Working with Virtual TeamsBusiness SkillsManagement skills2 2,0150.210% 5790.357% 0.147%70.040%
514GLTechnical SkillsSoftware development3 2,3470.245% 2760.170% -0.074%-30.411%
987Access servers & softwareTechnical SkillsNetwork10 37,7973.941% 8,4805.232% 1.291%32.766%
38Agile Development MethodsTechnical SkillsSoftware development3 15,9621.664% 5,5473.423% 1.758%105.645%
304Algorithmic softwareTechnical SkillsBusiness applications1 370.004% 00.000% -0.004%-100.000%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 7700.080% 1050.065% -0.015%-19.305%
1352AndroidTechnical SkillsMobile Platforms3 5,2410.546% 2,9051.792% 1.246%228.004%
1351Apple iOSTechnical SkillsMobile Platforms6 4,2140.439% 1,7721.093% 0.654%148.838%
120Apple operating systemsTechnical SkillsBusiness applications6 17,0791.781% 4,9213.036% 1.256%70.505%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 7020.073% 320.020% -0.053%-73.025%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 90.001% 00.000% -0.001%-100.000%
1265Backup & RecoveryTechnical SkillsTechnical applications16 100,37210.466% 17,64710.888% 0.423%4.041%
1353BlackberryTechnical SkillsMobile Platforms2 7,5550.788% 1,1380.702% -0.086%-10.864%
336Borland DelphiTechnical SkillsBusiness applications1 1,5590.163% 2120.131% -0.032%-19.530%
337Borland JBuilderTechnical SkillsBusiness applications1 1,0130.106% 390.024% -0.082%-77.217%
338Borland ParadoxTechnical SkillsBusiness applications1 1400.015% 200.012% -0.002%-15.463%
72Business Continuity PlanningTechnical SkillsHardware2 17,1901.792% 3,9342.427% 0.635%35.427%
352Cadence OpusTechnical SkillsBusiness applications1 3490.036% 480.030% -0.007%-18.612%
868CalculatorsTechnical SkillsHardware1 1,5460.161% 360.022% -0.139%-86.220%
39CASE ToolsTechnical SkillsSoftware development1 48,0795.013% 8,1345.019% 0.006%0.114%
367Categorization or classification softwareTechnical SkillsBusiness applications1 4,0970.427% 7710.476% 0.049%11.362%
112CertificationTechnical SkillsMisc3 233,39824.336% 42,35126.131% 1.795%7.378%
78CiscoTechnical SkillsHardware1 51,1315.331% 10,4256.432% 1.101%20.653%
1009Cisco Systems IOSTechnical SkillsNetwork1 9,0690.946% 3,8142.353% 1.408%148.867%
40Client-ServerTechnical SkillsSoftware development1 26,9912.814% 3,6722.266% -0.549%-19.494%
1011Cluster server softwareTechnical SkillsNetwork8 13,1371.370% 2,9651.829% 0.460%33.560%
1147CMAKETechnical SkillsSoftware development1 280.003% 190.012% 0.009%301.553%
1151Compatibility testingTechnical SkillsSoftware development1 1600.017% 340.021% 0.004%25.749%
1152CompilersTechnical SkillsSoftware development5 8,3590.872% 1,3550.836% -0.036%-4.075%
1255Compliance softwareTechnical SkillsTechnical applications3 11,3291.181% 2,4901.536% 0.355%30.063%
385Computer aided design (CAD)Technical SkillsBusiness applications12 6,1040.636% 7580.468% -0.169%-26.515%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 1,3000.136% 2120.131% -0.005%-3.497%
875Computer diagnosticsTechnical SkillsHardware5 43,5914.545% 8,7335.388% 0.843%18.553%
1107Computer forensicsTechnical SkillsSecurity1 3,8490.401% 3980.246% -0.156%-38.810%
1266Computer HardwareTechnical SkillsHardware15 28,4122.962% 4,0452.496% -0.467%-15.751%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 6590.069% 1340.083% 0.014%20.328%
1015Computer serversTechnical SkillsNetwork6 99,91310.418% 18,22511.245% 0.827%7.942%
1267Computer UtilitiesTechnical SkillsMisc1 980.010% 330.020% 0.010%99.267%
59Content ManagerTechnical SkillsBusiness applications1 1,5870.165% 1970.122% -0.044%-26.543%
878ControllersTechnical SkillsHardware2 5,5740.581% 9450.583% 0.002%0.326%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 7090.074% 1360.084% 0.010%13.511%
407Customer information control system (CICS)Technical SkillsBusiness applications2 5,2260.545% 8630.532% -0.012%-2.279%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 68,6907.162% 12,3477.618% 0.456%6.369%
953Data acquisition systemsTechnical SkillsInformation mgmt1 4,9740.519% 9610.593% 0.074%14.331%
955Data compression softwareTechnical SkillsInformation mgmt1 1,5210.159% 3280.202% 0.044%27.612%
956Data conversion softwareTechnical SkillsInformation mgmt1 6,5900.687% 1,0720.661% -0.026%-3.738%
958Data dictionaryTechnical SkillsInformation mgmt1 4,0820.426% 7000.432% 0.006%1.478%
959Data entryTechnical SkillsInformation mgmt1 6,1890.645% 8290.512% -0.134%-20.735%
962Data mappingTechnical SkillsInformation mgmt1 6,1550.642% 1,5170.936% 0.294%45.849%
67Data MiningTechnical SkillsInformation mgmt5 15,2401.589% 2,6601.641% 0.052%3.286%
963Data modelingTechnical SkillsInformation mgmt1 36,1363.768% 7,7804.800% 1.033%27.405%
68Data WarehousingTechnical SkillsInformation mgmt2 55,7745.815% 11,7997.280% 1.465%25.187%
69Database AdministrationTechnical SkillsInformation mgmt12 76,3697.963% 12,6197.786% -0.177%-2.219%
969Database design softwareTechnical SkillsInformation mgmt15 57,2935.974% 10,1846.284% 0.310%5.187%
1268Database ReportingTechnical SkillsInformation mgmt3 23,7052.472% 3,2452.002% -0.469%-18.993%
1269Database SecurityTechnical SkillsInformation mgmt2 580.006% 110.007% 0.001%12.231%
1270Database ServersTechnical SkillsInformation mgmt3 14,9341.557% 1,8461.139% -0.418%-26.852%
1271Database TestingTechnical SkillsInformation mgmt1 7550.079% 1750.108% 0.029%37.163%
1160DebuggingTechnical SkillsSoftware development7 51,1655.335% 12,3307.608% 2.273%42.606%
418Desktop publishing softwareTechnical SkillsBusiness applications13 12,1631.268% 1,0700.660% -0.608%-47.942%
1272Development EnvironmentTechnical SkillsSoftware development13 30,5893.189% 6,7624.172% 0.983%30.815%
1273Digital ImagingTechnical SkillsHardware1 1,1870.124% 130.008% -0.116%-93.519%
883Digital Signal Processor (DSP)Technical SkillsHardware2 7250.076% 610.038% -0.038%-50.210%
423Disk operating system (DOS)Technical SkillsBusiness applications1 3,3280.347% 3040.188% -0.159%-45.945%
1307Doctor of PhilosophyTechnical SkillsMisc3 19,4442.027% 1,4010.864% -1.163%-57.362%
973Document management softwareTechnical SkillsInformation mgmt4 12,7871.333% 1,9071.177% -0.157%-11.747%
1020Domain name system (DNS)Technical SkillsNetwork3 32,5863.398% 6,3343.908% 0.511%15.025%
61DreamweaverTechnical SkillsSoftware development1 4,7340.494% 3820.236% -0.258%-52.249%
54DSS/GDSSTechnical SkillsBusiness applications5 17,3731.811% 2,9811.839% 0.028%1.539%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 330.003% 130.008% 0.005%133.118%
62EclipseTechnical SkillsSoftware development1 15,0911.573% 3,5352.181% 0.608%38.618%
1308Electronic CommerceTechnical SkillsBusiness applications2 28,8073.004% 4,9133.031% 0.028%0.924%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 11,2711.175% 2,0791.283% 0.108%9.154%
1023Electronic mail softwareTechnical SkillsNetwork8 18,9701.978% 3,3222.050% 0.072%3.628%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 70,1717.317% 11,8197.292% -0.024%-0.329%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications15 74,5787.776% 11,1176.859% -0.917%-11.789%
1321Environmental CertificationTechnical SkillsEnvironmental1 680.007% 130.008% 0.001%13.131%
1328Environmental CleanupTechnical SkillsEnvironmental1 460.005% 210.013% 0.008%170.152%
1329Environmental EnergyTechnical SkillsEnvironmental21 5,0260.524% 6330.391% -0.133%-25.471%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 2,8240.294% 8210.507% 0.212%72.038%
1327Environmental PollutionTechnical SkillsEnvironmental15 2,8350.296% 5360.331% 0.035%11.882%
1324Environmental Pollution ControlTechnical SkillsEnvironmental6 1,9560.204% 2450.151% -0.053%-25.879%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental7 5360.056% 1260.078% 0.022%39.108%
1326Environmental Product StewardshipTechnical SkillsEnvironmental11 3,4610.361% 3550.219% -0.142%-39.302%
1331Environmental ScienceTechnical SkillsEnvironmental2 1,1430.119% 640.039% -0.080%-66.865%
1322Environmental TechnologyTechnical SkillsEnvironmental2 2380.025% 180.011% -0.014%-55.245%
461Expert system softwareTechnical SkillsBusiness applications1 3680.038% 610.038% -0.001%-1.909%
1359FacebookTechnical SkillsSocial Networking1 100,87310.518% 67,06041.377% 30.859%293.401%
463Facilities management softwareTechnical SkillsBusiness applications4 6,7150.700% 4890.302% -0.398%-56.907%
468Flight control softwareTechnical SkillsBusiness applications1 1290.013% 320.020% 0.006%46.794%
469Flowchart softwareTechnical SkillsBusiness applications4 3,6300.378% 7610.470% 0.091%24.058%
1112Fraud DetectionTechnical SkillsSecurity1 6,2910.656% 9770.603% -0.053%-8.099%
63FrontPageTechnical SkillsSoftware development1 1,3330.139% 460.028% -0.111%-79.579%
475Fund accounting softwareTechnical SkillsBusiness applications1 1,0740.112% 800.049% -0.063%-55.921%
1260GamingTechnical SkillsMisc2 14,1671.477% 1,9071.177% -0.301%-20.344%
113Generic databasesTechnical SkillsInformation mgmt2 154,23316.081% 28,31217.469% 1.387%8.628%
1365Google AppsTechnical SkillsBusiness applications4 2,8530.297% 3710.229% -0.069%-23.048%
1364Google PlusTechnical SkillsSocial Networking1 380.004% 10.001% -0.003%-84.427%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications30 60,6996.329% 10,4356.439% 0.110%1.732%
484Graphic softwareTechnical SkillsBusiness applications16 72,9427.605% 14,1928.757% 1.151%15.136%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 12,2281.275% 2,2101.364% 0.089%6.951%
1323Green ITTechnical SkillsEnvironmental8 2,4100.251% 1650.102% -0.149%-59.485%
893Guidance systemsTechnical SkillsHardware1 460.005% 10.001% -0.004%-87.136%
895Hardware description language (HDL)Technical SkillsHardware2 530.006% 40.002% -0.003%-55.339%
1277Hardware DesignTechnical SkillsHardware19 3,5140.366% 6280.387% 0.021%5.756%
1278Hardware TestingTechnical SkillsHardware4 9760.102% 1350.083% -0.018%-18.148%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 5080.053% 720.044% -0.009%-16.128%
492Helpdesk or call centerTechnical SkillsBusiness applications2 50,2375.238% 7,4504.597% -0.641%-12.243%
114IBM databasesTechnical SkillsInformation mgmt2 31,6173.297% 5,8033.581% 0.284%8.612%
121IBM operating systemsTechnical SkillsBusiness applications4 23,3042.430% 3,4392.122% -0.308%-12.673%
898Image capture devicesTechnical SkillsHardware8 4,9400.515% 1,0070.621% 0.106%20.628%
524Industrial control softwareTechnical SkillsBusiness applications3 3,2370.338% 4910.303% -0.035%-10.239%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 13,5261.410% 3,1411.938% 0.528%37.419%
899InfraredTechnical SkillsHardware1 7180.075% 420.026% -0.049%-65.384%
1180InstallationTechnical SkillsSoftware development1 104,86210.934% 16,66510.283% -0.651%-5.955%
901Interface definition language (IDL)Technical SkillsHardware1 2500.026% 100.006% -0.020%-76.330%
536Internet browser softwareTechnical SkillsBusiness applications4 7,2880.760% 8190.505% -0.255%-33.500%
541Inventory management softwareTechnical SkillsBusiness applications3 6,3840.666% 1,0580.653% -0.013%-1.929%
73IT Architecture/StandardsTechnical SkillsHardware2 9,1030.949% 2,2461.386% 0.437%46.006%
1357Java METechnical SkillsMobile Platforms2 1130.012% 60.004% -0.008%-68.579%
1035KernelTechnical SkillsNetwork1 2,5400.265% 3280.202% -0.062%-23.584%
907LasersTechnical SkillsHardware1 1110.012% 120.007% -0.004%-36.026%
1038License management softwareTechnical SkillsNetwork1 9300.097% 2300.142% 0.045%46.350%
1361LinkedInTechnical SkillsSocial Networking1 4,7500.495% 1,4220.877% 0.382%77.155%
908Mainframe computersTechnical SkillsHardware2 33,5223.495% 5,2313.228% -0.268%-7.658%
124Mainframe operating systemsTechnical SkillsBusiness applications7 14,5741.520% 1,8821.161% -0.358%-23.583%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 21,4762.239% 3,9572.442% 0.202%9.033%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 7,1760.748% 6490.400% -0.348%-46.481%
1281Medical softwareTechnical SkillsBusiness applications9 10,4631.091% 1,4510.895% -0.196%-17.935%
115Microsoft databasesTechnical SkillsInformation mgmt5 154,29716.088% 30,44418.784% 2.696%16.759%
119Microsoft operating systemsTechnical SkillsBusiness applications4 210,56421.955% 33,40120.609% -1.346%-6.131%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 1,3410.140% 6160.380% 0.240%171.831%
625MultimediaTechnical SkillsBusiness applications1 4,7030.490% 5390.333% -0.158%-32.180%
1362MySpaceTechnical SkillsSocial Networking1 1,8550.193% 30.002% -0.192%-99.043%
74Network administrationTechnical SkillsHardware12 79,9078.332% 12,2667.568% -0.763%-9.163%
1282Network Administration softwareTechnical SkillsNetwork17 62,8296.551% 12,7227.850% 1.299%19.824%
1283Network HardwareTechnical SkillsNetwork11 40,6224.236% 7,4484.596% 0.360%8.499%
1284Network Monitoring softwareTechnical SkillsNetwork14 27,5982.878% 5,6623.494% 0.616%21.406%
1059Network operation system software (NOS)Technical SkillsNetwork2 1,2510.130% 1290.080% -0.051%-38.979%
1122Network securityTechnical SkillsSecurity1 41,8934.368% 8,8075.434% 1.066%24.404%
1285Network Security softwareTechnical SkillsSecurity34 89,0799.288% 17,90111.045% 1.757%18.918%
1286Network softwareTechnical SkillsNetwork6 18,8561.966% 3,5142.168% 0.202%10.281%
1287Network TestingTechnical SkillsNetwork11 13,9771.457% 2,7661.707% 0.249%17.108%
1065Novell network softwareTechnical SkillsNetwork2 2,3130.241% 1280.079% -0.162%-67.252%
643OberonTechnical SkillsBusiness applications1 1350.014% 650.040% 0.026%184.922%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 71,2057.424% 13,7028.454% 1.030%13.873%
1288Office ApplicationsTechnical SkillsBusiness applications13 192,26420.047% 32,96720.341% 0.294%1.468%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 12,8671.342% 1,9581.208% -0.133%-9.950%
116Open-source databasesTechnical SkillsInformation mgmt4 26,6522.779% 6,6334.093% 1.314%47.274%
118Open-source operating systemsTechnical SkillsBusiness applications8 102,70810.709% 22,02913.592% 2.883%26.922%
56Operating SystemsTechnical SkillsBusiness applications3 107,36311.194% 18,14311.194% 0.000%0.000%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 7350.077% 1040.064% -0.012%-16.268%
117Oracle databasesTechnical SkillsInformation mgmt1 189,91519.802% 35,14221.683% 1.881%9.500%
1354Palm OSTechnical SkillsMobile Platforms3 1510.016% 30.002% -0.014%-88.243%
1289Physical ToolsTechnical SkillsHardware1 310.003% 30.002% -0.001%-42.733%
683Point of sale (POS)Technical SkillsBusiness applications3 6,0000.626% 1,1450.706% 0.081%12.928%
931PrintersTechnical SkillsHardware3 11,9191.243% 1,9361.195% -0.048%-3.880%
43ProgrammingTechnical SkillsSoftware development1 219,57722.895% 37,91523.394% 0.499%2.181%
700ProvisioningTechnical SkillsBusiness applications1 15,1721.582% 4,0592.504% 0.923%58.315%
1258Rate ControlTechnical SkillsTechnical applications1 60.001% 00.000% -0.001%-100.000%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 12,5471.308% 1,2750.787% -0.522%-39.866%
1077Remote control softwareTechnical SkillsNetwork2 1,4080.147% 3280.202% 0.056%37.854%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 7000.073% 1360.084% 0.011%14.971%
1262RoboticsTechnical SkillsHardware3 2,7040.282% 3050.188% -0.094%-33.252%
1318RSATechnical SkillsSecurity1 6,9170.721% 1,1230.693% -0.028%-3.925%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 7,9510.829% 3,3382.060% 1.231%148.434%
44SDLCTechnical SkillsSoftware development7 130,25713.582% 31,12019.201% 5.620%41.379%
1132Secure shell (SSH)Technical SkillsSecurity1 480.005% 70.004% -0.001%-13.701%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 11,0641.154% 2,7471.695% 0.541%46.924%
76SecurityTechnical SkillsHardware4 659,68868.784% 161,59599.706% 30.922%44.956%
1315Security ClearanceTechnical SkillsMisc2 125,77813.115% 8,1565.032% -8.082%-61.628%
1135Security testing softwareTechnical SkillsSecurity1 3,3890.353% 7280.449% 0.096%27.118%
60Sharepoint ServerTechnical SkillsBusiness applications1 4,8660.507% 6420.396% -0.111%-21.925%
1084Signal generatorsTechnical SkillsNetwork1 1570.016% 70.004% -0.012%-73.616%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 7,9040.824% 1,6321.007% 0.183%22.186%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 23,5362.454% 6,6454.100% 1.646%67.074%
1220Simulation softwareTechnical SkillsSoftware development5 15,1271.577% 1,5920.982% -0.595%-37.722%
1366Social NetworkTechnical SkillsSocial Networking1 8020.084% 890.055% -0.029%-34.331%
1358Social NetworkingTechnical SkillsSocial Networking1 7,8540.819% 2080.128% -0.691%-84.328%
42Software DevelopmentTechnical SkillsSoftware development2 194,34920.264% 34,11821.051% 0.787%3.884%
1291Software Development softwareTechnical SkillsSoftware development3 2,3490.245% 3080.190% -0.055%-22.408%
1309Software EngineeringTechnical SkillsSoftware development1 81,9598.546% 13,5148.338% -0.207%-2.426%
1292Software InstallationTechnical SkillsSoftware development4 117,69712.272% 23,44214.464% 2.192%17.863%
1223Software librariesTechnical SkillsSoftware development1 1970.021% 410.025% 0.005%23.159%
1293Software MaintenanceTechnical SkillsSoftware development1 5,7860.603% 1,2450.768% 0.165%27.332%
1294Software TestingTechnical SkillsSoftware development14 102,58010.696% 21,13913.043% 2.347%21.946%
1225Source code management (SCM)Technical SkillsSoftware development5 26,7422.788% 6,4023.950% 1.162%41.667%
1229Static analysis softwareTechnical SkillsSoftware development1 2000.021% 740.046% 0.025%118.952%
772Statistical analysis softwareTechnical SkillsBusiness applications25 76,8848.016% 14,1438.726% 0.710%8.856%
774Statistical softwareTechnical SkillsBusiness applications1 39,6214.131% 5,2713.252% -0.879%-21.275%
1230Stress testing softwareTechnical SkillsSoftware development1 2,2490.234% 5030.310% 0.076%32.350%
122Sun operating systemsTechnical SkillsBusiness applications3 50,1085.225% 5,7463.545% -1.679%-32.141%
939Surveillance systemsTechnical SkillsHardware5 9,1390.953% 8060.497% -0.456%-47.810%
791Symantec softwareTechnical SkillsBusiness applications1 8,6380.901% 2,1201.308% 0.407%45.234%
1355SymbianTechnical SkillsMobile Platforms1 320.003% 00.000% -0.003%-100.000%
1310System AdministrationTechnical SkillsNetwork4 86,0328.970% 12,3717.633% -1.337%-14.907%
45System TestingTechnical SkillsSoftware development5 24,0142.504% 4,7142.909% 0.405%16.164%
46Systems AnalysisTechnical SkillsSoftware development8 123,17112.843% 20,07412.386% -0.457%-3.557%
47Systems DesignTechnical SkillsSoftware development1 19,2322.005% 3,3762.083% 0.078%3.878%
1233Systems EvaluationTechnical SkillsSoftware development1 1580.016% 300.019% 0.002%12.360%
1234Systems integrationTechnical SkillsSoftware development8 80,1438.356% 9,2795.725% -2.631%-31.486%
75TCP/IPTechnical SkillsHardware3 48,3455.041% 8,5825.295% 0.254%5.047%
1235Technology DesignTechnical SkillsSoftware development1 9990.104% 1720.106% 0.002%1.885%
1236TemplatesTechnical SkillsSoftware development1 17,7211.848% 3,6502.252% 0.404%21.885%
1239Test implementationTechnical SkillsSoftware development1 3130.033% 930.057% 0.025%75.827%
1302TestingTechnical SkillsSoftware development1 323,22433.702% 64,77639.968% 6.266%18.593%
1297Training softwareTechnical SkillsBusiness applications3 1,4560.152% 1360.084% -0.068%-44.726%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 1,1430.119% 1590.098% -0.021%-17.681%
1360TwitterTechnical SkillsSocial Networking1 13,0791.364% 1,7681.091% -0.273%-20.007%
123UNIX operating systemsTechnical SkillsBusiness applications5 137,56614.344% 21,64013.352% -0.991%-6.912%
1298UNIX ShellsTechnical SkillsBusiness applications4 30,3273.162% 6,7564.169% 1.006%31.828%
48User-Interface DesignTechnical SkillsSoftware development2 30,6713.198% 8,1535.031% 1.833%57.303%
836Video creation and editing softwareTechnical SkillsBusiness applications3 2,1260.222% 1580.097% -0.124%-56.021%
64Visual StudioTechnical SkillsSoftware development1 31,4223.276% 7,4724.610% 1.334%40.718%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 1,2040.126% 1740.107% -0.018%-14.480%
77Voice/Data TelecomTechnical SkillsHardware10 98,98110.320% 15,6769.672% -0.648%-6.280%
1299Web Application ServerTechnical SkillsBusiness applications8 49,4785.159% 8,7325.388% 0.229%4.436%
1248Web platform development softwareTechnical SkillsSoftware development5 2,3240.242% 2730.168% -0.074%-30.486%
65web programmerTechnical SkillsSoftware development4 10,3831.083% 1,1440.706% -0.377%-34.800%
58Web serversTechnical SkillsBusiness applications6 69,2457.220% 11,4377.057% -0.163%-2.260%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 45,0494.697% 9,4885.854% 1.157%24.634%
1356Windows CETechnical SkillsMobile Platforms4 1,9340.202% 4380.270% 0.069%34.018%
1102WirelessTechnical SkillsNetwork5 38,9994.066% 6,8274.212% 0.146%3.591%
1363YouTubeTechnical SkillsSocial Networking2 6900.072% 2740.169% 0.097%134.989%
79.NETProgramming SkillsCurrent1 101,96210.631% 20,80312.836% 2.204%20.735%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 30.000% 00.000% -0.000%-100.000%
209A programming language (APL)Programming SkillsLegacy2 1,2640.132% 1160.072% -0.060%-45.693%
99AdaProgramming SkillsLegacy1 4,2060.439% 7140.441% 0.002%0.456%
80AJAXProgramming SkillsCurrent1 38,8024.046% 7,0964.378% 0.333%8.220%
192Apple AppleScriptProgramming SkillsCurrent1 570.006% 250.015% 0.009%159.545%
81ASPProgramming SkillsCurrent2 73,3667.650% 12,7127.843% 0.194%2.534%
108AssemblyProgramming SkillsLegacy2 9200.096% 1240.077% -0.019%-20.241%
211AWKProgramming SkillsLegacy1 1,6400.171% 2030.125% -0.046%-26.751%
212BProgramming SkillsLegacy1 12,6211.316% 2,2241.372% 0.056%4.277%
83C#Programming SkillsCurrent2 78,4958.184% 17,88811.037% 2.853%34.855%
82C/C++Programming SkillsCurrent3 93,8569.786% 14,1368.722% -1.064%-10.873%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 46,0614.803% 13,0098.027% 3.224%67.131%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 3870.040% 740.046% 0.005%13.153%
84CGIProgramming SkillsCurrent2 6,7420.703% 2,2571.393% 0.690%98.102%
217ClipperProgramming SkillsLegacy1 2090.022% 670.041% 0.020%89.703%
218CLUProgramming SkillsLegacy1 1430.015% 140.009% -0.006%-42.065%
100CobolProgramming SkillsLegacy1 12,3791.291% 1,9001.172% -0.118%-9.173%
85ColdFusionProgramming SkillsCurrent2 7,9960.834% 7240.447% -0.387%-46.419%
219Combined programming language (CPL)Programming SkillsLegacy1 3030.032% 230.014% -0.017%-55.081%
195Component object model (COM)Programming SkillsCurrent1 870.009% 90.006% -0.004%-38.783%
125Database programmingProgramming SkillsCurrent3 19,8002.064% 3,2832.026% -0.039%-1.881%
196Distributed component object model (DCOM)Programming SkillsCurrent1 1,5840.165% 1360.084% -0.081%-49.192%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 2,9940.312% 5960.368% 0.056%17.799%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 1,5080.157% 3050.188% 0.031%19.687%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 8,9540.934% 1,2820.791% -0.143%-15.274%
109ForthProgramming SkillsLegacy1 4,2660.445% 1,4710.908% 0.463%104.051%
102FortranProgramming SkillsLegacy1 1,3920.145% 1340.083% -0.062%-43.034%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 153,07315.960% 20,33012.544% -3.417%-21.407%
222JProgramming SkillsLegacy1 3,5650.372% 5660.349% -0.022%-6.049%
87Java/J2EE/J2PProgramming SkillsCurrent4 159,90816.673% 30,57418.865% 2.191%13.143%
97JavaScriptProgramming SkillsCurrent3 82,6448.617% 19,95412.312% 3.695%42.878%
89JavaServer FacesProgramming SkillsCurrent3 7,8970.823% 1,4200.876% 0.053%6.408%
88JavaServer PagesProgramming SkillsCurrent3 29,3263.058% 4,6602.875% -0.182%-5.967%
223Job control language (JCL)Programming SkillsLegacy2 6,7230.701% 1,1220.692% -0.009%-1.241%
126LAMPProgramming SkillsCurrent1 3,2760.342% 8250.509% 0.167%49.024%
104LispProgramming SkillsLegacy1 1340.014% 430.027% 0.013%89.894%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 3480.036% 500.031% -0.005%-14.977%
201Microsoft ActiveXProgramming SkillsCurrent1 1,3580.142% 1000.062% -0.080%-56.424%
107PascalProgramming SkillsLegacy1 6460.067% 1320.081% 0.014%20.917%
90PerlProgramming SkillsCurrent1 45,4684.741% 8,2005.060% 0.319%6.722%
91PHPProgramming SkillsCurrent1 20,2482.111% 4,3912.709% 0.598%28.330%
103PL/1Programming SkillsLegacy3 2100.022% 570.035% 0.013%60.621%
105PrologProgramming SkillsLegacy1 1740.018% 90.006% -0.013%-69.392%
95PythonProgramming SkillsCurrent1 18,4411.923% 6,8974.256% 2.333%121.321%
228Register transfer language (RTL)Programming SkillsLegacy1 12,4971.303% 4,3272.670% 1.367%104.893%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 2240.023% 400.025% 0.001%5.672%
206Scripting languagesProgramming SkillsCurrent1 12,0871.260% 3,1981.973% 0.713%56.569%
101SmalltalkProgramming SkillsLegacy1 2660.028% 130.008% -0.020%-71.079%
92SQLProgramming SkillsCurrent3 299,57531.236% 61,10037.700% 6.464%20.693%
110TCLProgramming SkillsLegacy1 2,1060.220% 2250.139% -0.081%-36.778%
98Unified Modeling LanguageProgramming SkillsCurrent2 26,0262.714% 3,9822.457% -0.257%-9.460%
93Visual BasicProgramming SkillsCurrent6 81,3678.484% 11,9347.363% -1.120%-13.207%
207Web service definition language (WSDL)Programming SkillsCurrent2 6,7160.700% 1,3920.859% 0.159%22.652%
94XMLProgramming SkillsCurrent2 102,01110.636% 18,41611.363% 0.727%6.830%
1342Computer ScienceMajorsComputer Science2 666,91669.537% 125,12277.202% 7.664%11.022%
1344Information TechnologyMajorsInformation Technology3 385,42440.187% 65,18140.218% 0.030%0.076%
1343Management Information SystemsMajorsManagement Information Systems9 959,074100.000% 162,071100.000% 0.000%0.000%

cs Degrees

Computer Science

2015-09-15Jobs Found:2,518,176Click 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 7,1040.282% 2,0780.440% 0.158%55.890%
2Attention to DetailsSoft SkillsProblem-solving skills1 9,6470.383% 2,0960.444% 0.060%15.791%
8Conflict ResolutionSoft SkillsInterpersonal skills1 12,6410.502% 2,8880.611% 0.109%21.756%
231CooperationSoft SkillsInterpersonal skills1 18,3950.730% 3,1360.664% -0.067%-9.144%
3CreativitySoft SkillsProblem-solving skills3 77,4003.074% 16,0753.402% 0.328%10.684%
4Critical thinkingSoft SkillsProblem-solving skills3 28,9151.148% 8,3531.768% 0.620%53.956%
1300FlexibilitySoft SkillsWork ethic1 75,5943.002% 16,0473.396% 0.394%13.131%
232IndependenceSoft SkillsInterpersonal skills1 11,7400.466% 2,5700.544% 0.078%16.665%
13Initiative/Motivation to workSoft SkillsWork ethic5 306,08412.155% 66,63314.102% 1.947%16.018%
256InnovationSoft SkillsProblem-solving skills1 169,1796.718% 40,2678.522% 1.804%26.847%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 205,4638.159% 42,1548.921% 0.762%9.341%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 1,2520.050% 1900.040% -0.010%-19.123%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 157,0146.235% 34,6087.324% 1.089%17.467%
10LeadershipSoft SkillsInterpersonal skills1 482,99019.180% 96,82720.492% 1.312%6.840%
258LearningSoft SkillsProblem-solving skills1 155,9186.192% 35,5257.518% 1.327%21.427%
1Learning AbilitySoft SkillsProblem-solving skills3 45,8601.821% 10,8852.304% 0.483%26.494%
236ListeningSoft SkillsLanguage skills1 34,9811.389% 8,4421.787% 0.397%28.614%
260MathematicsSoft SkillsProblem-solving skills3 163,7666.503% 28,5786.048% -0.455%-7.000%
261MemorizationSoft SkillsProblem-solving skills1 710.003% 60.001% -0.002%-54.963%
18Negotiation SkillsSoft SkillsLanguage skills1 19,7110.783% 3,6660.776% -0.007%-0.880%
262OptimizationSoft SkillsProblem-solving skills1 132,5355.263% 30,6036.477% 1.214%23.058%
19Oral CommunicationsSoft SkillsLanguage skills3 38,1811.516% 6,3401.342% -0.174%-11.505%
273PersistenceSoft SkillsWork ethic1 10,6340.422% 2,3890.506% 0.083%19.728%
239PersuasionSoft SkillsLanguage skills1 3,3260.132% 6190.131% -0.001%-0.815%
1301Physical SkillSoft SkillsWork ethic2 2,0860.083% 4030.085% 0.002%2.960%
240PresentationsSoft SkillsLanguage skills1 108,4714.308% 18,2093.854% -0.454%-10.536%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 489,43019.436% 105,82022.395% 2.959%15.227%
20Questioning skillsSoft SkillsLanguage skills1 7480.030% 2340.050% 0.020%66.721%
241Reading ComprehensionSoft SkillsLanguage skills1 4710.019% 1160.025% 0.006%31.254%
6Research skillsSoft SkillsProblem-solving skills1 3,9290.156% 6620.140% -0.016%-10.205%
15ResponsibilitySoft SkillsWork ethic2 232,8679.247% 41,5308.789% -0.458%-4.955%
234Self ControlSoft SkillsInterpersonal skills1 2600.010% 1020.022% 0.011%109.075%
11Self-esteemSoft SkillsInterpersonal skills1 1410.006% 240.005% -0.001%-9.287%
16Self-managementSoft SkillsWork ethic1 2,8210.112% 7040.149% 0.037%32.998%
250Stress ToleranceSoft SkillsPhysical skills1 3610.014% 780.017% 0.002%15.150%
12TeamworkSoft SkillsInterpersonal skills1 104,6754.157% 22,0274.662% 0.505%12.147%
17Time ManagementSoft SkillsWork ethic2 85,4733.394% 18,3843.891% 0.496%14.627%
268VisualizationSoft SkillsProblem-solving skills1 25,6201.017% 7,2781.540% 0.523%51.394%
7Working under pressureSoft SkillsProblem-solving skills1 1,2730.051% 4190.089% 0.038%75.413%
21Written CommunicationsSoft SkillsLanguage skills4 382,76015.200% 76,41216.172% 0.972%6.393%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 71,6262.844% 23,6495.005% 2.161%75.962%
172Account managementBusiness SkillsManagement skills1 21,6430.859% 3,3000.698% -0.161%-18.741%
22AccountingBusiness SkillsBusiness processes4 149,7885.948% 20,3894.315% -1.633%-27.457%
1263Accounting softwareBusiness SkillsBusiness processes7 15,5770.619% 2,1470.454% -0.164%-26.545%
174AdministrationBusiness SkillsManagement skills3 530,01521.048% 98,44420.834% -0.213%-1.013%
1313AnalystBusiness SkillsProject management1 381,06615.133% 71,18315.065% -0.068%-0.448%
175Application managementBusiness SkillsManagement skills5 186,3047.398% 38,8568.223% 0.825%11.151%
150Asset managementBusiness SkillsBusiness processes1 30,3441.205% 6,2411.321% 0.116%9.612%
151AuditingBusiness SkillsBusiness processes4 103,0454.092% 20,1704.269% 0.177%4.317%
1264Auditing softwareBusiness SkillsBusiness processes1 910.004% 20.000% -0.003%-88.287%
152BillingBusiness SkillsBusiness processes1 39,2941.560% 6,6391.405% -0.155%-9.956%
1314Business AnalystBusiness SkillsProject management1 134,1925.329% 24,6525.217% -0.112%-2.096%
35Business IntelligenceBusiness SkillsStrategy skills1 111,0804.411% 24,7165.231% 0.820%18.582%
155Business performance management (BPM)Business SkillsBusiness processes2 15,7510.625% 3,7730.799% 0.173%27.660%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 30,0501.193% 2,3910.506% -0.687%-57.596%
36Business StrategyBusiness SkillsStrategy skills3 415,20316.488% 83,84217.744% 1.256%7.616%
182Calendar and schedulingBusiness SkillsProject management3 96,5523.834% 15,9913.384% -0.450%-11.735%
156Capacity planningBusiness SkillsBusiness processes1 58,6972.331% 11,6222.460% 0.129%5.522%
28Change ManagementBusiness SkillsManagement skills1 93,5093.713% 22,2774.715% 1.001%26.964%
183Content workflowBusiness SkillsProject management1 1000.004% 440.009% 0.005%134.492%
24Contracting and legalBusiness SkillsBusiness processes2 91,7113.642% 15,3633.251% -0.391%-10.725%
176CoordinationBusiness SkillsManagement skills1 105,9064.206% 20,0364.240% 0.035%0.825%
157Cost accountingBusiness SkillsBusiness processes1 1,6870.067% 2280.048% -0.019%-27.973%
158Cost estimationBusiness SkillsBusiness processes1 2,0210.080% 2700.057% -0.023%-28.801%
1312Customer SupportBusiness SkillsBusiness processes6 478,73419.011% 88,68618.769% -0.242%-1.273%
1339EducationBusiness SkillsIndustry Segment1 19,1020.759% 3,0010.635% -0.123%-16.273%
1333EnergyBusiness SkillsIndustry Segment1 118,7764.717% 23,2424.919% 0.202%4.285%
1340EntertainmentBusiness SkillsIndustry Segment1 52,2662.076% 9,6292.038% -0.038%-1.817%
1319EnvironmentalBusiness SkillsEnvironmental14 44,9701.786% 8,6041.821% 0.035%1.966%
1320Environmental StrategyBusiness SkillsEnvironmental6 13,5310.537% 6,1361.299% 0.761%141.675%
161FinancialBusiness SkillsBusiness processes2 461,83718.340% 86,95818.403% 0.063%0.345%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 1,7580.070% 1640.035% -0.035%-50.283%
1332Health CareBusiness SkillsIndustry Segment2 269,37810.697% 52,21611.051% 0.353%3.304%
177Human resourcesBusiness SkillsManagement skills2 82,5643.279% 10,2732.174% -1.105%-33.689%
1336InsuranceBusiness SkillsIndustry Segment1 14,2940.568% 2,9820.631% 0.063%11.181%
1316Managing/SupervisionBusiness SkillsManagement skills5 892,48535.442% 143,34630.337% -5.105%-14.403%
1334ManufacturingBusiness SkillsIndustry Segment2 142,0445.641% 19,8294.197% -1.444%-25.603%
26MarketingBusiness SkillsBusiness processes1 206,3508.194% 28,8536.106% -2.088%-25.482%
185MonitoringBusiness SkillsProject management1 283,84811.272% 62,14513.152% 1.880%16.680%
179NegotiationBusiness SkillsManagement skills1 73,2462.909% 14,6343.097% 0.188%6.477%
163Operation and ControlBusiness SkillsBusiness processes2 1,2090.048% 1680.036% -0.012%-25.944%
29Outsourcing ManagementBusiness SkillsManagement skills3 62,9212.499% 15,6583.314% 0.815%32.622%
167ProcurementBusiness SkillsBusiness processes1 37,2211.478% 6,3881.352% -0.126%-8.535%
1290Project Management softwareBusiness SkillsProject management2 63,2012.510% 11,8272.503% -0.007%-0.270%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 423,21016.806% 76,68616.230% -0.577%-3.431%
168QualityBusiness SkillsBusiness processes1 715,04028.395% 151,28632.018% 3.622%12.757%
1337Real EstateBusiness SkillsIndustry Segment2 14,0230.557% 3,1860.674% 0.117%21.082%
1335RetailBusiness SkillsIndustry Segment2 367,96114.612% 48,80710.329% -4.283%-29.310%
34Risk ManagementBusiness SkillsProject management1 61,9892.462% 13,0502.762% 0.300%12.195%
169Service OrientationBusiness SkillsBusiness processes1 16,9860.675% 3,4060.721% 0.046%6.864%
27Supply Chain ManagementBusiness SkillsBusiness processes3 65,7752.612% 10,8382.294% -0.318%-12.186%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 4,8220.191% 5840.124% -0.068%-35.455%
178TeachingBusiness SkillsManagement skills7 57,9712.302% 9,1241.931% -0.371%-16.122%
190TimekeepingBusiness SkillsProject management3 27,8671.107% 4,2730.904% -0.202%-18.282%
1296Timekeeping softwareBusiness SkillsProject management1 2,6630.106% 4420.094% -0.012%-11.544%
171Total quality management (TQM)Business SkillsBusiness processes2 3,1110.124% 3380.072% -0.052%-42.098%
180TroubleshootingBusiness SkillsManagement skills1 347,41513.796% 75,49915.978% 2.182%15.816%
181VerificationBusiness SkillsManagement skills1 108,8664.323% 45,2039.567% 5.243%121.284%
1338Waste ManagementBusiness SkillsIndustry Segment1 2,0130.080% 3670.078% -0.002%-2.838%
191WorkflowBusiness SkillsProject management1 108,8854.324% 21,6074.573% 0.249%5.755%
31Working GloballyBusiness SkillsManagement skills3 17,3360.688% 1,1930.252% -0.436%-63.325%
32Working with Virtual TeamsBusiness SkillsManagement skills2 4,6750.186% 1,5170.321% 0.135%72.934%
514GLTechnical SkillsSoftware development3 4,4700.178% 4480.095% -0.083%-46.587%
987Access servers & softwareTechnical SkillsNetwork10 79,7693.168% 18,8543.990% 0.822%25.964%
38Agile Development MethodsTechnical SkillsSoftware development3 82,2083.265% 28,2415.977% 2.712%83.080%
304Algorithmic softwareTechnical SkillsBusiness applications1 1040.004% 20.000% -0.004%-89.751%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 3,3500.133% 4030.085% -0.048%-35.888%
1352AndroidTechnical SkillsMobile Platforms3 45,4651.805% 22,2744.714% 2.909%161.094%
1351Apple iOSTechnical SkillsMobile Platforms6 37,5431.491% 13,8562.932% 1.442%96.691%
120Apple operating systemsTechnical SkillsBusiness applications6 70,0072.780% 19,0334.028% 1.248%44.891%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 5,1790.206% 3810.081% -0.125%-60.794%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 1170.005% 40.001% -0.004%-81.780%
1265Backup & RecoveryTechnical SkillsTechnical applications16 206,0268.182% 38,5778.164% -0.017%-0.211%
1353BlackberryTechnical SkillsMobile Platforms2 23,0640.916% 3,8320.811% -0.105%-11.454%
336Borland DelphiTechnical SkillsBusiness applications1 4,6260.184% 6860.145% -0.039%-20.970%
337Borland JBuilderTechnical SkillsBusiness applications1 3,7390.148% 1070.023% -0.126%-84.749%
338Borland ParadoxTechnical SkillsBusiness applications1 2340.009% 170.004% -0.006%-61.282%
72Business Continuity PlanningTechnical SkillsHardware2 28,6481.138% 6,2341.319% 0.182%15.971%
352Cadence OpusTechnical SkillsBusiness applications1 1,2030.048% 1910.040% -0.007%-15.386%
868CalculatorsTechnical SkillsHardware1 1,5880.063% 1800.038% -0.025%-39.592%
39CASE ToolsTechnical SkillsSoftware development1 103,0634.093% 20,2064.276% 0.184%4.485%
367Categorization or classification softwareTechnical SkillsBusiness applications1 12,2280.486% 2,2900.485% -0.001%-0.194%
112CertificationTechnical SkillsMisc3 412,15216.367% 80,30116.995% 0.628%3.834%
78CiscoTechnical SkillsHardware1 122,9514.883% 26,3065.567% 0.685%14.025%
1009Cisco Systems IOSTechnical SkillsNetwork1 45,1271.792% 22,6624.796% 3.004%167.632%
40Client-ServerTechnical SkillsSoftware development1 57,7122.292% 8,5881.818% -0.474%-20.695%
1011Cluster server softwareTechnical SkillsNetwork8 45,2901.799% 9,6882.050% 0.252%14.001%
1147CMAKETechnical SkillsSoftware development1 2250.009% 1130.024% 0.015%167.653%
1151Compatibility testingTechnical SkillsSoftware development1 1,1240.045% 3120.066% 0.021%47.933%
1152CompilersTechnical SkillsSoftware development5 27,1561.078% 3,4260.725% -0.353%-32.765%
1255Compliance softwareTechnical SkillsTechnical applications3 10,7950.429% 2,6820.568% 0.139%32.407%
385Computer aided design (CAD)Technical SkillsBusiness applications12 20,9850.833% 2,8710.608% -0.226%-27.088%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 3,6600.145% 4930.104% -0.041%-28.214%
875Computer diagnosticsTechnical SkillsHardware5 111,2654.418% 21,6934.591% 0.173%3.905%
1107Computer forensicsTechnical SkillsSecurity1 6,3450.252% 5270.112% -0.140%-55.736%
1266Computer HardwareTechnical SkillsHardware15 55,5812.207% 9,1111.928% -0.279%-12.639%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 2,0050.080% 3200.068% -0.012%-14.943%
1015Computer serversTechnical SkillsNetwork6 264,27710.495% 48,42610.249% -0.246%-2.345%
1267Computer UtilitiesTechnical SkillsMisc1 1,7870.071% 3970.084% 0.013%18.397%
59Content ManagerTechnical SkillsBusiness applications1 2,1750.086% 4440.094% 0.008%8.793%
878ControllersTechnical SkillsHardware2 15,6800.623% 3,4240.725% 0.102%16.376%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 2,2860.091% 5010.106% 0.015%16.799%
407Customer information control system (CICS)Technical SkillsBusiness applications2 10,8790.432% 1,5540.329% -0.103%-23.873%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 125,4364.981% 23,6385.003% 0.021%0.430%
953Data acquisition systemsTechnical SkillsInformation mgmt1 13,3620.531% 2,3020.487% -0.043%-8.186%
955Data compression softwareTechnical SkillsInformation mgmt1 10,1660.404% 1,4000.296% -0.107%-26.607%
956Data conversion softwareTechnical SkillsInformation mgmt1 11,2780.448% 2,2440.475% 0.027%6.039%
958Data dictionaryTechnical SkillsInformation mgmt1 7,7280.307% 1,4470.306% -0.001%-0.212%
959Data entryTechnical SkillsInformation mgmt1 10,2970.409% 1,2210.258% -0.150%-36.805%
962Data mappingTechnical SkillsInformation mgmt1 13,1030.520% 3,2290.683% 0.163%31.333%
67Data MiningTechnical SkillsInformation mgmt5 45,2971.799% 8,9261.889% 0.090%5.018%
963Data modelingTechnical SkillsInformation mgmt1 91,5653.636% 19,9554.223% 0.587%16.144%
68Data WarehousingTechnical SkillsInformation mgmt2 135,1075.365% 29,7846.303% 0.938%17.485%
69Database AdministrationTechnical SkillsInformation mgmt12 174,0296.911% 34,6397.331% 0.420%6.077%
969Database design softwareTechnical SkillsInformation mgmt15 151,5386.018% 27,4995.820% -0.198%-3.290%
1268Database ReportingTechnical SkillsInformation mgmt3 43,7571.738% 5,8671.242% -0.496%-28.543%
1269Database SecurityTechnical SkillsInformation mgmt2 4470.018% 1230.026% 0.008%46.647%
1270Database ServersTechnical SkillsInformation mgmt3 37,9821.508% 4,9891.056% -0.452%-29.998%
1271Database TestingTechnical SkillsInformation mgmt1 2,3950.095% 6860.145% 0.050%52.649%
1160DebuggingTechnical SkillsSoftware development7 198,5117.883% 42,2298.937% 1.054%13.371%
418Desktop publishing softwareTechnical SkillsBusiness applications13 32,8071.303% 3,6270.768% -0.535%-41.081%
1272Development EnvironmentTechnical SkillsSoftware development13 134,3575.335% 28,9496.127% 0.791%14.828%
1273Digital ImagingTechnical SkillsHardware1 8000.032% 310.007% -0.025%-79.349%
883Digital Signal Processor (DSP)Technical SkillsHardware2 8,7310.347% 8810.186% -0.160%-46.224%
423Disk operating system (DOS)Technical SkillsBusiness applications1 7,8590.312% 8140.172% -0.140%-44.801%
1307Doctor of PhilosophyTechnical SkillsMisc3 104,9574.168% 9,8362.082% -2.086%-50.056%
973Document management softwareTechnical SkillsInformation mgmt4 20,9830.833% 3,4780.736% -0.097%-11.664%
1020Domain name system (DNS)Technical SkillsNetwork3 87,1993.463% 17,2803.657% 0.194%5.611%
61DreamweaverTechnical SkillsSoftware development1 13,7280.545% 1,2010.254% -0.291%-53.376%
54DSS/GDSSTechnical SkillsBusiness applications5 30,2721.202% 4,8381.024% -0.178%-14.827%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 920.004% 160.003% -0.000%-7.315%
62EclipseTechnical SkillsSoftware development1 60,3182.395% 13,1562.784% 0.389%16.239%
1308Electronic CommerceTechnical SkillsBusiness applications2 125,2074.972% 28,3075.991% 1.019%20.487%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 22,6170.898% 4,5580.965% 0.066%7.403%
1023Electronic mail softwareTechnical SkillsNetwork8 39,6191.573% 6,3231.338% -0.235%-14.946%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 119,5074.746% 20,9594.436% -0.310%-6.534%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications15 119,4394.743% 20,0984.253% -0.490%-10.323%
1321Environmental CertificationTechnical SkillsEnvironmental1 1400.006% 290.006% 0.001%10.394%
1328Environmental CleanupTechnical SkillsEnvironmental1 2740.011% 2130.045% 0.034%314.291%
1329Environmental EnergyTechnical SkillsEnvironmental21 6,5020.258% 1,4200.301% 0.042%16.390%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 7,5530.300% 2,4330.515% 0.215%71.672%
1327Environmental PollutionTechnical SkillsEnvironmental15 5,0090.199% 9000.190% -0.008%-4.244%
1324Environmental Pollution ControlTechnical SkillsEnvironmental6 3,1150.124% 3840.081% -0.042%-34.302%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental7 1,3500.054% 1950.041% -0.012%-23.020%
1326Environmental Product StewardshipTechnical SkillsEnvironmental11 4,4760.178% 8440.179% 0.001%0.491%
1331Environmental ScienceTechnical SkillsEnvironmental2 2910.012% 2360.050% 0.038%332.210%
1322Environmental TechnologyTechnical SkillsEnvironmental2 3610.014% 330.007% -0.007%-51.283%
461Expert system softwareTechnical SkillsBusiness applications1 9490.038% 1580.033% -0.004%-11.271%
1359FacebookTechnical SkillsSocial Networking1 328,86813.060% 217,54646.041% 32.981%252.538%
463Facilities management softwareTechnical SkillsBusiness applications4 4,6280.184% 9110.193% 0.009%4.906%
468Flight control softwareTechnical SkillsBusiness applications1 8960.036% 720.015% -0.020%-57.175%
469Flowchart softwareTechnical SkillsBusiness applications4 7,5360.299% 1,9420.411% 0.112%37.336%
1112Fraud DetectionTechnical SkillsSecurity1 11,3510.451% 2,3710.502% 0.051%11.320%
63FrontPageTechnical SkillsSoftware development1 2,4070.096% 830.018% -0.078%-81.623%
475Fund accounting softwareTechnical SkillsBusiness applications1 5610.022% 950.020% -0.002%-9.752%
1260GamingTechnical SkillsMisc2 52,8172.097% 10,8482.296% 0.198%9.459%
113Generic databasesTechnical SkillsInformation mgmt2 415,23416.489% 84,20017.820% 1.330%8.068%
1365Google AppsTechnical SkillsBusiness applications4 9,9050.393% 1,5310.324% -0.069%-17.625%
1364Google PlusTechnical SkillsSocial Networking1 1,3050.052% 3740.079% 0.027%52.734%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications30 125,9665.002% 22,3354.727% -0.275%-5.505%
484Graphic softwareTechnical SkillsBusiness applications16 189,6437.531% 34,5797.318% -0.213%-2.826%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 58,1462.309% 7,5751.603% -0.706%-30.571%
1323Green ITTechnical SkillsEnvironmental8 5,8100.231% 9390.199% -0.032%-13.868%
893Guidance systemsTechnical SkillsHardware1 1330.005% 30.001% -0.005%-87.979%
895Hardware description language (HDL)Technical SkillsHardware2 8230.033% 760.016% -0.017%-50.786%
1277Hardware DesignTechnical SkillsHardware19 20,4970.814% 2,6770.567% -0.247%-30.396%
1278Hardware TestingTechnical SkillsHardware4 7,4370.295% 5890.125% -0.171%-57.792%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 7760.031% 1220.026% -0.005%-16.213%
492Helpdesk or call centerTechnical SkillsBusiness applications2 90,5113.594% 13,9752.958% -0.637%-17.714%
114IBM databasesTechnical SkillsInformation mgmt2 74,0112.939% 13,5812.874% -0.065%-2.206%
121IBM operating systemsTechnical SkillsBusiness applications4 54,8192.177% 7,4431.575% -0.602%-27.641%
898Image capture devicesTechnical SkillsHardware8 11,5730.460% 2,2320.472% 0.013%2.784%
524Industrial control softwareTechnical SkillsBusiness applications3 9,9560.395% 1,4000.296% -0.099%-25.059%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 39,2921.560% 7,4031.567% 0.006%0.411%
899InfraredTechnical SkillsHardware1 2,0730.082% 1050.022% -0.060%-73.006%
1180InstallationTechnical SkillsSoftware development1 221,0908.780% 37,1057.853% -0.927%-10.558%
901Interface definition language (IDL)Technical SkillsHardware1 1,0490.042% 570.012% -0.030%-71.042%
536Internet browser softwareTechnical SkillsBusiness applications4 15,8160.628% 2,6430.559% -0.069%-10.941%
541Inventory management softwareTechnical SkillsBusiness applications3 11,3820.452% 2,2530.477% 0.025%5.492%
73IT Architecture/StandardsTechnical SkillsHardware2 17,5710.698% 3,5840.759% 0.061%8.704%
1357Java METechnical SkillsMobile Platforms2 1,0470.042% 730.015% -0.026%-62.842%
1035KernelTechnical SkillsNetwork1 31,3381.244% 3,8300.811% -0.434%-34.867%
907LasersTechnical SkillsHardware1 6770.027% 810.017% -0.010%-36.236%
1038License management softwareTechnical SkillsNetwork1 1,6380.065% 4030.085% 0.020%31.119%
1361LinkedInTechnical SkillsSocial Networking1 20,1930.802% 5,6471.195% 0.393%49.037%
908Mainframe computersTechnical SkillsHardware2 59,4022.359% 9,0021.905% -0.454%-19.237%
124Mainframe operating systemsTechnical SkillsBusiness applications7 35,0721.393% 4,1440.877% -0.516%-37.030%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 60,7852.414% 9,6752.048% -0.366%-15.174%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 10,9160.433% 1,2330.261% -0.173%-39.803%
1281Medical softwareTechnical SkillsBusiness applications9 13,4640.535% 2,7680.586% 0.051%9.564%
115Microsoft databasesTechnical SkillsInformation mgmt5 407,09816.166% 83,21017.610% 1.444%8.931%
119Microsoft operating systemsTechnical SkillsBusiness applications4 569,79122.627% 91,32019.327% -3.301%-14.587%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 15,1210.600% 4,8851.034% 0.433%72.171%
625MultimediaTechnical SkillsBusiness applications1 24,9380.990% 2,9030.614% -0.376%-37.961%
1362MySpaceTechnical SkillsSocial Networking1 3,6810.146% 960.020% -0.126%-86.101%
74Network administrationTechnical SkillsHardware12 181,6207.212% 28,3095.991% -1.221%-16.931%
1282Network Administration softwareTechnical SkillsNetwork17 130,9825.201% 27,0535.725% 0.524%10.073%
1283Network HardwareTechnical SkillsNetwork11 102,5614.073% 18,4793.911% -0.162%-3.978%
1284Network Monitoring softwareTechnical SkillsNetwork14 69,6022.764% 15,9203.369% 0.605%21.898%
1059Network operation system software (NOS)Technical SkillsNetwork2 2,4740.098% 5900.125% 0.027%27.095%
1122Network securityTechnical SkillsSecurity1 84,2893.347% 20,3264.302% 0.954%28.516%
1285Network Security softwareTechnical SkillsSecurity34 177,0657.031% 37,9398.029% 0.998%14.190%
1286Network softwareTechnical SkillsNetwork6 47,3621.881% 8,3521.768% -0.113%-6.020%
1287Network TestingTechnical SkillsNetwork11 41,9291.665% 8,6561.832% 0.167%10.022%
1065Novell network softwareTechnical SkillsNetwork2 4,1290.164% 1390.029% -0.135%-82.059%
643OberonTechnical SkillsBusiness applications1 3230.013% 2260.048% 0.035%272.891%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 371,55014.755% 74,80015.830% 1.076%7.290%
1288Office ApplicationsTechnical SkillsBusiness applications13 322,34412.801% 58,00512.276% -0.525%-4.099%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 33,8211.343% 5,1351.087% -0.256%-19.085%
116Open-source databasesTechnical SkillsInformation mgmt4 156,5976.219% 38,1648.077% 1.858%29.881%
118Open-source operating systemsTechnical SkillsBusiness applications8 459,65518.253% 90,39619.131% 0.878%4.808%
56Operating SystemsTechnical SkillsBusiness applications3 253,67010.074% 43,1619.134% -0.939%-9.323%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 1,4390.057% 3190.068% 0.010%18.142%
117Oracle databasesTechnical SkillsInformation mgmt1 478,47619.001% 91,04819.269% 0.268%1.411%
1354Palm OSTechnical SkillsMobile Platforms3 3,1000.123% 3510.074% -0.049%-39.658%
1289Physical ToolsTechnical SkillsHardware1 1460.006% 240.005% -0.001%-12.394%
683Point of sale (POS)Technical SkillsBusiness applications3 14,6640.582% 3,1750.672% 0.090%15.390%
931PrintersTechnical SkillsHardware3 21,3640.848% 3,7340.790% -0.058%-6.853%
43ProgrammingTechnical SkillsSoftware development1 753,01229.903% 138,71629.357% -0.546%-1.825%
700ProvisioningTechnical SkillsBusiness applications1 35,2291.399% 9,7602.066% 0.667%47.647%
1258Rate ControlTechnical SkillsTechnical applications1 1740.007% 60.001% -0.006%-81.623%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 37,4311.486% 3,3600.711% -0.775%-52.161%
1077Remote control softwareTechnical SkillsNetwork2 2,4640.098% 5140.109% 0.011%11.173%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 1,7510.070% 3300.070% 0.000%0.439%
1262RoboticsTechnical SkillsHardware3 10,0010.397% 1,8040.382% -0.015%-3.868%
1318RSATechnical SkillsSecurity1 12,4180.493% 1,9310.409% -0.084%-17.128%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 70,6852.807% 24,7725.243% 2.436%86.771%
44SDLCTechnical SkillsSoftware development7 344,24913.671% 79,53816.833% 3.163%23.134%
1132Secure shell (SSH)Technical SkillsSecurity1 2790.011% 660.014% 0.003%26.071%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 35,2941.402% 7,2231.529% 0.127%9.067%
76SecurityTechnical SkillsHardware4 1,690,16667.119% 471,28999.742% 32.623%48.605%
1315Security ClearanceTechnical SkillsMisc2 195,8117.776% 14,2633.019% -4.757%-61.181%
1135Security testing softwareTechnical SkillsSecurity1 6,6690.265% 1,5630.331% 0.066%24.903%
60Sharepoint ServerTechnical SkillsBusiness applications1 10,6680.424% 1,5980.338% -0.085%-20.169%
1084Signal generatorsTechnical SkillsNetwork1 5030.020% 750.016% -0.004%-20.536%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 26,6481.058% 4,3910.929% -0.129%-12.184%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 108,3524.303% 28,8606.108% 1.805%41.950%
1220Simulation softwareTechnical SkillsSoftware development5 43,3701.722% 4,9291.043% -0.679%-39.432%
1366Social NetworkTechnical SkillsSocial Networking1 7,3710.293% 1,2610.267% -0.026%-8.827%
1358Social NetworkingTechnical SkillsSocial Networking1 17,2860.686% 1,1490.243% -0.443%-64.576%
42Software DevelopmentTechnical SkillsSoftware development2 698,37927.734% 126,15426.699% -1.035%-3.731%
1291Software Development softwareTechnical SkillsSoftware development3 5,4600.217% 6640.141% -0.076%-35.189%
1309Software EngineeringTechnical SkillsSoftware development1 404,87716.078% 69,93514.801% -1.277%-7.945%
1292Software InstallationTechnical SkillsSoftware development4 299,28411.885% 67,30114.243% 2.358%19.843%
1223Software librariesTechnical SkillsSoftware development1 9360.037% 1940.041% 0.004%10.459%
1293Software MaintenanceTechnical SkillsSoftware development1 22,0890.877% 4,8031.016% 0.139%15.881%
1294Software TestingTechnical SkillsSoftware development14 307,82012.224% 66,26714.024% 1.801%14.730%
1225Source code management (SCM)Technical SkillsSoftware development5 107,1534.255% 24,1845.118% 0.863%20.282%
1229Static analysis softwareTechnical SkillsSoftware development1 2,3420.093% 7620.161% 0.068%73.398%
772Statistical analysis softwareTechnical SkillsBusiness applications25 182,6597.254% 35,7677.570% 0.316%4.356%
774Statistical softwareTechnical SkillsBusiness applications1 85,4473.393% 14,7523.122% -0.271%-7.991%
1230Stress testing softwareTechnical SkillsSoftware development1 7,5360.299% 1,5780.334% 0.035%11.594%
122Sun operating systemsTechnical SkillsBusiness applications3 126,4985.023% 13,1132.775% -2.248%-44.755%
939Surveillance systemsTechnical SkillsHardware5 21,9090.870% 2,4530.519% -0.351%-40.331%
791Symantec softwareTechnical SkillsBusiness applications1 20,6340.819% 4,7941.015% 0.195%23.820%
1355SymbianTechnical SkillsMobile Platforms1 1080.004% 20.000% -0.004%-90.131%
1310System AdministrationTechnical SkillsNetwork4 178,7477.098% 29,4936.242% -0.856%-12.066%
45System TestingTechnical SkillsSoftware development5 60,1562.389% 11,9942.538% 0.149%6.258%
46Systems AnalysisTechnical SkillsSoftware development8 227,9139.051% 38,0778.058% -0.992%-10.963%
47Systems DesignTechnical SkillsSoftware development1 40,0021.589% 6,2891.331% -0.258%-16.213%
1233Systems EvaluationTechnical SkillsSoftware development1 2130.008% 640.014% 0.005%60.131%
1234Systems integrationTechnical SkillsSoftware development8 139,7905.551% 21,8194.618% -0.934%-16.817%
75TCP/IPTechnical SkillsHardware3 163,9126.509% 26,5195.612% -0.897%-13.777%
1235Technology DesignTechnical SkillsSoftware development1 2,3870.095% 2870.061% -0.034%-35.923%
1236TemplatesTechnical SkillsSoftware development1 39,7401.578% 9,0331.912% 0.334%21.138%
1239Test implementationTechnical SkillsSoftware development1 9990.040% 2450.052% 0.012%30.700%
1302TestingTechnical SkillsSoftware development1 835,47233.178% 176,88737.436% 4.258%12.834%
1297Training softwareTechnical SkillsBusiness applications3 2,3000.091% 2040.043% -0.048%-52.731%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 3,7870.150% 6310.134% -0.017%-11.201%
1360TwitterTechnical SkillsSocial Networking1 32,0501.273% 6,9361.468% 0.195%15.334%
123UNIX operating systemsTechnical SkillsBusiness applications5 457,12318.153% 66,59014.093% -4.060%-22.366%
1298UNIX ShellsTechnical SkillsBusiness applications4 101,3844.026% 21,0104.446% 0.420%10.442%
48User-Interface DesignTechnical SkillsSoftware development2 172,1456.836% 43,6499.238% 2.402%35.131%
836Video creation and editing softwareTechnical SkillsBusiness applications3 11,4620.455% 2,1820.462% 0.007%1.454%
64Visual StudioTechnical SkillsSoftware development1 101,8874.046% 22,9984.867% 0.821%20.295%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 3,1650.126% 6580.139% 0.014%10.797%
77Voice/Data TelecomTechnical SkillsHardware10 197,6247.848% 32,8066.943% -0.905%-11.531%
1299Web Application ServerTechnical SkillsBusiness applications8 138,7475.510% 22,5074.763% -0.747%-13.549%
1248Web platform development softwareTechnical SkillsSoftware development5 9,3840.373% 8260.175% -0.198%-53.090%
65web programmerTechnical SkillsSoftware development4 33,9971.350% 3,4720.735% -0.615%-45.573%
58Web serversTechnical SkillsBusiness applications6 213,5378.480% 37,9858.039% -0.441%-5.199%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 153,4206.093% 35,0427.416% 1.324%21.726%
1356Windows CETechnical SkillsMobile Platforms4 19,5120.775% 2,7710.586% -0.188%-24.315%
1102WirelessTechnical SkillsNetwork5 114,6784.554% 18,7073.959% -0.595%-13.064%
1363YouTubeTechnical SkillsSocial Networking2 5,3100.211% 8700.184% -0.027%-12.683%
79.NETProgramming SkillsCurrent1 325,53412.927% 64,47613.645% 0.718%5.555%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 880.003% 210.004% 0.001%27.178%
209A programming language (APL)Programming SkillsLegacy2 4,1470.165% 4580.097% -0.068%-41.142%
99AdaProgramming SkillsLegacy1 9,2100.366% 1,4090.298% -0.068%-18.468%
80AJAXProgramming SkillsCurrent1 185,8057.379% 33,4047.069% -0.309%-4.189%
192Apple AppleScriptProgramming SkillsCurrent1 3960.016% 890.019% 0.003%19.776%
81ASPProgramming SkillsCurrent2 226,9289.012% 41,9558.879% -0.132%-1.469%
108AssemblyProgramming SkillsLegacy2 8,9410.355% 5800.123% -0.232%-65.429%
211AWKProgramming SkillsLegacy1 6,5610.261% 1,2450.263% 0.003%1.129%
212BProgramming SkillsLegacy1 31,4201.248% 6,2981.333% 0.085%6.825%
83C#Programming SkillsCurrent2 314,03212.471% 71,32215.094% 2.624%21.039%
82C/C++Programming SkillsCurrent3 483,56419.203% 74,26815.718% -3.485%-18.149%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 225,6328.960% 68,40614.477% 5.517%61.573%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 7090.028% 1890.040% 0.012%42.066%
84CGIProgramming SkillsCurrent2 19,1740.761% 4,8091.018% 0.256%33.665%
217ClipperProgramming SkillsLegacy1 4950.020% 900.019% -0.001%-3.102%
218CLUProgramming SkillsLegacy1 1780.007% 290.006% -0.001%-13.173%
100CobolProgramming SkillsLegacy1 22,2160.882% 3,3280.704% -0.178%-20.165%
85ColdFusionProgramming SkillsCurrent2 19,3790.770% 1,8190.385% -0.385%-49.976%
219Combined programming language (CPL)Programming SkillsLegacy1 3710.015% 200.004% -0.011%-71.270%
195Component object model (COM)Programming SkillsCurrent1 5190.021% 310.007% -0.014%-68.168%
125Database programmingProgramming SkillsCurrent3 76,9093.054% 11,5502.444% -0.610%-19.965%
196Distributed component object model (DCOM)Programming SkillsCurrent1 5,1620.205% 3350.071% -0.134%-65.414%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 18,9270.752% 3,2370.685% -0.067%-8.854%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 4,5850.182% 9410.199% 0.017%9.377%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 34,4241.367% 4,5950.972% -0.395%-28.862%
109ForthProgramming SkillsLegacy1 6,6980.266% 2,0840.441% 0.175%65.817%
102FortranProgramming SkillsLegacy1 4,8970.194% 4570.097% -0.098%-50.265%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 518,20920.579% 92,03519.478% -1.101%-5.349%
222JProgramming SkillsLegacy1 9,5890.381% 1,4210.301% -0.080%-21.024%
87Java/J2EE/J2PProgramming SkillsCurrent4 669,00426.567% 137,58729.118% 2.551%9.604%
97JavaScriptProgramming SkillsCurrent3 370,25114.703% 99,07920.969% 6.266%42.614%
89JavaServer FacesProgramming SkillsCurrent3 28,3181.125% 4,9561.049% -0.076%-6.729%
88JavaServer PagesProgramming SkillsCurrent3 121,7324.834% 16,9913.596% -1.238%-25.614%
223Job control language (JCL)Programming SkillsLegacy2 12,7400.506% 2,0340.430% -0.075%-14.914%
126LAMPProgramming SkillsCurrent1 31,8291.264% 6,6721.412% 0.148%11.714%
104LispProgramming SkillsLegacy1 2,0510.081% 3410.072% -0.009%-11.394%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 1,4720.058% 4080.086% 0.028%47.716%
201Microsoft ActiveXProgramming SkillsCurrent1 4,9450.196% 3280.069% -0.127%-64.650%
107PascalProgramming SkillsLegacy1 1,4850.059% 2470.052% -0.007%-11.357%
90PerlProgramming SkillsCurrent1 227,3639.029% 36,3687.697% -1.332%-14.754%
91PHPProgramming SkillsCurrent1 126,6915.031% 25,6745.434% 0.402%8.000%
103PL/1Programming SkillsLegacy3 5020.020% 590.012% -0.007%-37.364%
105PrologProgramming SkillsLegacy1 1,2590.050% 1020.022% -0.028%-56.823%
95PythonProgramming SkillsCurrent1 149,3755.932% 47,33010.017% 4.085%68.863%
228Register transfer language (RTL)Programming SkillsLegacy1 38,4481.527% 11,3202.396% 0.869%56.909%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 1,4060.056% 4230.090% 0.034%60.336%
206Scripting languagesProgramming SkillsCurrent1 63,9712.540% 13,6112.881% 0.340%13.392%
101SmalltalkProgramming SkillsLegacy1 9480.038% 310.007% -0.031%-82.573%
92SQLProgramming SkillsCurrent3 877,44734.845% 182,47838.619% 3.774%10.832%
110TCLProgramming SkillsLegacy1 15,4070.612% 1,6060.340% -0.272%-44.448%
98Unified Modeling LanguageProgramming SkillsCurrent2 92,8953.689% 11,4612.426% -1.263%-34.248%
93Visual BasicProgramming SkillsCurrent6 200,9097.978% 28,5056.033% -1.946%-24.387%
207Web service definition language (WSDL)Programming SkillsCurrent2 24,1360.958% 4,8101.018% 0.059%6.208%
94XMLProgramming SkillsCurrent2 385,00115.289% 65,59213.882% -1.407%-9.204%
1342Computer ScienceMajorsComputer Science2 2,518,176100.000% 472,509100.000% 0.000%0.000%
1344Information TechnologyMajorsInformation Technology3 697,59727.702% 107,68322.790% -4.913%-17.734%
1343Management Information SystemsMajorsManagement Information Systems9 667,02726.488% 125,12226.480% -0.008%-0.031%

IT Degrees

Information Technology

2015-09-15Jobs Found:1,280,836Click 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 3,2330.252% 1,1450.636% 0.384%151.940%
2Attention to DetailsSoft SkillsProblem-solving skills1 3,1780.248% 6660.370% 0.122%49.080%
8Conflict ResolutionSoft SkillsInterpersonal skills1 7,8870.616% 2,2041.224% 0.608%98.791%
231CooperationSoft SkillsInterpersonal skills1 10,2980.804% 1,5690.871% 0.067%8.385%
3CreativitySoft SkillsProblem-solving skills3 32,9072.569% 7,1373.964% 1.395%54.286%
4Critical thinkingSoft SkillsProblem-solving skills3 14,1571.105% 4,5942.551% 1.446%130.844%
1300FlexibilitySoft SkillsWork ethic1 90,6067.074% 7,4484.137% -2.937%-41.524%
232IndependenceSoft SkillsInterpersonal skills1 6,9130.540% 1,2790.710% 0.171%31.614%
13Initiative/Motivation to workSoft SkillsWork ethic5 155,18012.116% 35,26619.587% 7.471%61.666%
256InnovationSoft SkillsProblem-solving skills1 82,2326.420% 23,63013.124% 6.704%104.419%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 154,57012.068% 23,70313.165% 1.097%9.088%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 7500.059% 1410.078% 0.020%33.738%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 83,9926.558% 19,68610.934% 4.376%66.731%
10LeadershipSoft SkillsInterpersonal skills1 276,66021.600% 47,92726.619% 5.019%23.234%
258LearningSoft SkillsProblem-solving skills1 140,14110.941% 12,4706.926% -4.016%-36.701%
1Learning AbilitySoft SkillsProblem-solving skills3 17,6031.374% 3,9612.200% 0.826%60.072%
236ListeningSoft SkillsLanguage skills1 48,0093.748% 4,1432.301% -1.447%-38.611%
260MathematicsSoft SkillsProblem-solving skills3 35,5652.777% 6,9773.875% 1.098%39.555%
261MemorizationSoft SkillsProblem-solving skills1 720.006% 110.006% 0.000%8.682%
18Negotiation SkillsSoft SkillsLanguage skills1 14,3621.121% 2,4441.357% 0.236%21.055%
262OptimizationSoft SkillsProblem-solving skills1 51,9104.053% 10,1515.638% 1.585%39.109%
19Oral CommunicationsSoft SkillsLanguage skills3 21,0951.647% 5,9113.283% 1.636%99.333%
273PersistenceSoft SkillsWork ethic1 2,8910.226% 7200.400% 0.174%77.167%
239PersuasionSoft SkillsLanguage skills1 2,0470.160% 5300.294% 0.135%84.186%
1301Physical SkillSoft SkillsWork ethic2 1,2050.094% 2130.118% 0.024%25.745%
240PresentationsSoft SkillsLanguage skills1 66,3865.183% 11,9196.620% 1.437%27.721%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 176,29113.764% 40,37322.423% 8.659%62.914%
20Questioning skillsSoft SkillsLanguage skills1 3250.025% 910.051% 0.025%99.185%
241Reading ComprehensionSoft SkillsLanguage skills1 4320.034% 900.050% 0.016%48.203%
6Research skillsSoft SkillsProblem-solving skills1 2,4540.192% 3340.186% -0.006%-3.179%
15ResponsibilitySoft SkillsWork ethic2 125,1169.768% 19,68510.933% 1.165%11.923%
234Self ControlSoft SkillsInterpersonal skills1 970.008% 170.009% 0.002%24.674%
11Self-esteemSoft SkillsInterpersonal skills1 290.002% 60.003% 0.001%47.181%
16Self-managementSoft SkillsWork ethic1 1,0360.081% 2820.157% 0.076%93.637%
250Stress ToleranceSoft SkillsPhysical skills1 1660.013% 590.033% 0.020%152.838%
12TeamworkSoft SkillsInterpersonal skills1 54,6814.269% 10,2775.708% 1.439%33.699%
17Time ManagementSoft SkillsWork ethic2 40,4503.158% 9,5005.276% 2.118%67.072%
268VisualizationSoft SkillsProblem-solving skills1 7,3690.575% 1,7090.949% 0.374%64.980%
7Working under pressureSoft SkillsProblem-solving skills1 6890.054% 2260.126% 0.072%133.339%
21Written CommunicationsSoft SkillsLanguage skills4 185,06214.449% 30,88717.155% 2.706%18.729%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 206,22316.101% 12,5836.989% -9.112%-56.594%
172Account managementBusiness SkillsManagement skills1 13,0151.016% 2,3481.304% 0.288%28.337%
22AccountingBusiness SkillsBusiness processes4 292,39522.828% 16,6749.261% -13.568%-59.433%
1263Accounting softwareBusiness SkillsBusiness processes7 40,0663.128% 8640.480% -2.648%-84.660%
174AdministrationBusiness SkillsManagement skills3 437,95534.193% 48,93027.176% -7.017%-20.523%
1313AnalystBusiness SkillsProject management1 256,96120.062% 45,88125.482% 5.420%27.018%
175Application managementBusiness SkillsManagement skills5 84,1806.572% 16,8749.372% 2.800%42.596%
150Asset managementBusiness SkillsBusiness processes1 19,7101.539% 3,5491.971% 0.432%28.091%
151AuditingBusiness SkillsBusiness processes4 112,9538.819% 14,0877.824% -0.995%-11.281%
1264Auditing softwareBusiness SkillsBusiness processes1 1350.011% 120.007% -0.004%-36.767%
152BillingBusiness SkillsBusiness processes1 59,0124.607% 3,5421.967% -2.640%-57.302%
1314Business AnalystBusiness SkillsProject management1 110,9328.661% 20,16611.200% 2.539%29.319%
35Business IntelligenceBusiness SkillsStrategy skills1 54,4444.251% 11,6626.477% 2.226%52.378%
155Business performance management (BPM)Business SkillsBusiness processes2 7,8270.611% 2,0891.160% 0.549%89.863%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 25,4571.988% 1,8031.001% -0.986%-49.617%
36Business StrategyBusiness SkillsStrategy skills3 276,84121.614% 48,08926.709% 5.094%23.570%
182Calendar and schedulingBusiness SkillsProject management3 54,6144.264% 9,1705.093% 0.829%19.444%
156Capacity planningBusiness SkillsBusiness processes1 22,8431.783% 4,6962.608% 0.825%46.242%
28Change ManagementBusiness SkillsManagement skills1 55,5844.340% 13,2517.360% 3.020%69.589%
183Content workflowBusiness SkillsProject management1 490.004% 100.006% 0.002%45.178%
24Contracting and legalBusiness SkillsBusiness processes2 157,31412.282% 14,7118.170% -4.112%-33.477%
176CoordinationBusiness SkillsManagement skills1 68,5625.353% 12,7947.106% 1.753%32.746%
157Cost accountingBusiness SkillsBusiness processes1 2,7860.218% 2200.122% -0.095%-43.825%
158Cost estimationBusiness SkillsBusiness processes1 1,1610.091% 1520.084% -0.006%-6.866%
1312Customer SupportBusiness SkillsBusiness processes6 281,51021.979% 44,63724.791% 2.813%12.797%
1339EducationBusiness SkillsIndustry Segment1 13,9301.088% 2,1281.182% 0.094%8.672%
1333EnergyBusiness SkillsIndustry Segment1 60,3404.711% 12,7727.094% 2.383%50.575%
1340EntertainmentBusiness SkillsIndustry Segment1 162,74712.706% 5,3732.984% -9.722%-76.514%
1319EnvironmentalBusiness SkillsEnvironmental14 111,1028.674% 7,5904.215% -4.459%-51.402%
1320Environmental StrategyBusiness SkillsEnvironmental6 3,4580.270% 1,3850.769% 0.499%184.920%
161FinancialBusiness SkillsBusiness processes2 456,32835.627% 52,94629.406% -6.221%-17.462%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 2,3380.183% 1970.109% -0.073%-40.060%
1332Health CareBusiness SkillsIndustry Segment2 359,61128.076% 36,90420.496% -7.580%-26.997%
177Human resourcesBusiness SkillsManagement skills2 228,85417.868% 9,5315.294% -12.574%-70.374%
1336InsuranceBusiness SkillsIndustry Segment1 7,5440.589% 1,7600.978% 0.389%65.962%
1316Managing/SupervisionBusiness SkillsManagement skills5 644,73650.337% 76,67142.583% -7.754%-15.405%
1334ManufacturingBusiness SkillsIndustry Segment2 190,52014.875% 9,9515.527% -9.348%-62.844%
26MarketingBusiness SkillsBusiness processes1 279,33721.809% 14,8228.232% -13.577%-62.254%
185MonitoringBusiness SkillsProject management1 132,40510.337% 28,81716.005% 5.668%54.825%
179NegotiationBusiness SkillsManagement skills1 54,0484.220% 9,6845.378% 1.159%27.460%
163Operation and ControlBusiness SkillsBusiness processes2 5730.045% 870.048% 0.004%8.010%
29Outsourcing ManagementBusiness SkillsManagement skills3 91,1467.116% 12,6797.042% -0.074%-1.043%
167ProcurementBusiness SkillsBusiness processes1 70,0525.469% 4,6552.585% -2.884%-52.729%
1290Project Management softwareBusiness SkillsProject management2 43,3373.383% 9,3625.200% 1.816%53.677%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 253,95919.828% 49,89227.710% 7.882%39.754%
168QualityBusiness SkillsBusiness processes1 371,21728.982% 66,98937.206% 8.223%28.373%
1337Real EstateBusiness SkillsIndustry Segment2 164,62112.853% 4,1752.319% -10.534%-81.959%
1335RetailBusiness SkillsIndustry Segment2 391,82030.591% 23,95613.305% -17.286%-56.506%
34Risk ManagementBusiness SkillsProject management1 44,0853.442% 9,6845.378% 1.937%56.265%
169Service OrientationBusiness SkillsBusiness processes1 10,3100.805% 1,7260.959% 0.154%19.091%
27Supply Chain ManagementBusiness SkillsBusiness processes3 73,3585.727% 5,5413.077% -2.650%-46.267%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 2,8310.221% 3770.209% -0.012%-5.267%
178TeachingBusiness SkillsManagement skills7 207,22316.179% 7,8414.355% -11.824%-73.083%
190TimekeepingBusiness SkillsProject management3 72,9005.692% 5,2262.903% -2.789%-49.004%
1296Timekeeping softwareBusiness SkillsProject management1 1,5030.117% 3690.205% 0.088%74.649%
171Total quality management (TQM)Business SkillsBusiness processes2 1,3310.104% 1790.099% -0.005%-4.331%
180TroubleshootingBusiness SkillsManagement skills1 137,74310.754% 30,47616.926% 6.172%57.393%
181VerificationBusiness SkillsManagement skills1 30,5502.385% 9,2735.150% 2.765%115.927%
1338Waste ManagementBusiness SkillsIndustry Segment1 1,0420.081% 2410.134% 0.052%64.531%
191WorkflowBusiness SkillsProject management1 51,7024.037% 11,1736.205% 2.169%53.731%
31Working GloballyBusiness SkillsManagement skills3 9,1530.715% 2050.114% -0.601%-84.067%
32Working with Virtual TeamsBusiness SkillsManagement skills2 2,3570.184% 6680.371% 0.187%101.611%
514GLTechnical SkillsSoftware development3 1,4230.111% 1410.078% -0.033%-29.512%
987Access servers & softwareTechnical SkillsNetwork10 41,4313.235% 8,8034.889% 1.654%51.148%
38Agile Development MethodsTechnical SkillsSoftware development3 17,7341.385% 6,0073.336% 1.952%140.962%
304Algorithmic softwareTechnical SkillsBusiness applications1 60.000% 00.000% -0.000%-100.000%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 1,0760.084% 930.052% -0.032%-38.515%
1352AndroidTechnical SkillsMobile Platforms3 6,5880.514% 3,2291.793% 1.279%248.668%
1351Apple iOSTechnical SkillsMobile Platforms6 7,4160.579% 2,2021.223% 0.644%111.225%
120Apple operating systemsTechnical SkillsBusiness applications6 22,2531.737% 6,3303.516% 1.778%102.355%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 36,5512.854% 360.020% -2.834%-99.299%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 110.001% 20.001% 0.000%29.341%
1265Backup & RecoveryTechnical SkillsTechnical applications16 104,6678.172% 18,68710.379% 2.207%27.007%
1353BlackberryTechnical SkillsMobile Platforms2 10,4060.812% 1,6310.906% 0.093%11.498%
336Borland DelphiTechnical SkillsBusiness applications1 1,2770.100% 1970.109% 0.010%9.742%
337Borland JBuilderTechnical SkillsBusiness applications1 8370.065% 210.012% -0.054%-82.152%
338Borland ParadoxTechnical SkillsBusiness applications1 960.007% 140.008% 0.000%3.742%
72Business Continuity PlanningTechnical SkillsHardware2 40,3943.154% 4,1572.309% -0.845%-26.792%
352Cadence OpusTechnical SkillsBusiness applications1 1,0580.083% 1020.057% -0.026%-31.418%
868CalculatorsTechnical SkillsHardware1 6470.051% 600.033% -0.017%-34.030%
39CASE ToolsTechnical SkillsSoftware development1 95,3037.441% 9,4965.274% -2.167%-29.119%
367Categorization or classification softwareTechnical SkillsBusiness applications1 3,5450.277% 6550.364% 0.087%31.439%
112CertificationTechnical SkillsMisc3 292,94122.871% 46,78025.982% 3.110%13.600%
78CiscoTechnical SkillsHardware1 193,39515.099% 11,9876.658% -8.442%-55.908%
1009Cisco Systems IOSTechnical SkillsNetwork1 10,1390.792% 4,2412.355% 1.564%197.558%
40Client-ServerTechnical SkillsSoftware development1 33,2942.599% 3,0091.671% -0.928%-35.708%
1011Cluster server softwareTechnical SkillsNetwork8 17,8351.392% 3,3691.871% 0.479%34.377%
1147CMAKETechnical SkillsSoftware development1 220.002% 110.006% 0.004%255.687%
1151Compatibility testingTechnical SkillsSoftware development1 2840.022% 700.039% 0.017%75.339%
1152CompilersTechnical SkillsSoftware development5 9,3630.731% 1,2400.689% -0.042%-5.788%
1255Compliance softwareTechnical SkillsTechnical applications3 8,7650.684% 2,1911.217% 0.533%77.823%
385Computer aided design (CAD)Technical SkillsBusiness applications12 48,4903.786% 4,0402.244% -1.542%-40.731%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 2,3350.182% 3910.217% 0.035%19.121%
875Computer diagnosticsTechnical SkillsHardware5 44,7393.493% 8,8254.901% 1.408%40.322%
1107Computer forensicsTechnical SkillsSecurity1 3,6270.283% 3220.179% -0.104%-36.845%
1266Computer HardwareTechnical SkillsHardware15 30,4032.374% 5,1032.834% 0.461%19.401%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 34,8272.719% 1750.097% -2.622%-96.425%
1015Computer serversTechnical SkillsNetwork6 103,3318.067% 19,16910.646% 2.579%31.967%
1267Computer UtilitiesTechnical SkillsMisc1 2330.018% 290.016% -0.002%-11.460%
59Content ManagerTechnical SkillsBusiness applications1 1,3480.105% 1280.071% -0.034%-32.451%
878ControllersTechnical SkillsHardware2 6,4670.505% 1,1150.619% 0.114%22.651%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 1,5460.121% 8820.490% 0.369%305.842%
407Customer information control system (CICS)Technical SkillsBusiness applications2 5,2380.409% 9210.512% 0.103%25.081%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 98,3517.679% 12,3576.863% -0.816%-10.622%
953Data acquisition systemsTechnical SkillsInformation mgmt1 4,3620.341% 7410.412% 0.071%20.846%
955Data compression softwareTechnical SkillsInformation mgmt1 1,8630.145% 3150.175% 0.029%20.281%
956Data conversion softwareTechnical SkillsInformation mgmt1 6,0050.469% 1,1350.630% 0.162%34.456%
958Data dictionaryTechnical SkillsInformation mgmt1 3,0870.241% 6960.387% 0.146%60.388%
959Data entryTechnical SkillsInformation mgmt1 174,56713.629% 3,5831.990% -11.639%-85.399%
962Data mappingTechnical SkillsInformation mgmt1 5,7440.448% 1,6500.916% 0.468%104.347%
67Data MiningTechnical SkillsInformation mgmt5 49,1143.835% 2,6281.460% -2.375%-61.936%
963Data modelingTechnical SkillsInformation mgmt1 30,7282.399% 6,7493.748% 1.349%56.244%
68Data WarehousingTechnical SkillsInformation mgmt2 51,9444.055% 11,3966.329% 2.274%56.068%
69Database AdministrationTechnical SkillsInformation mgmt12 70,6595.517% 13,0287.236% 1.719%31.162%
969Database design softwareTechnical SkillsInformation mgmt15 46,9273.664% 8,9814.988% 1.324%36.144%
1268Database ReportingTechnical SkillsInformation mgmt3 16,6851.303% 2,3091.282% -0.020%-1.555%
1269Database SecurityTechnical SkillsInformation mgmt2 850.007% 60.003% -0.003%-49.785%
1270Database ServersTechnical SkillsInformation mgmt3 12,5820.982% 1,6710.928% -0.054%-5.523%
1271Database TestingTechnical SkillsInformation mgmt1 5960.047% 1600.089% 0.042%90.973%
1160DebuggingTechnical SkillsSoftware development7 54,6814.269% 12,3926.882% 2.613%61.214%
418Desktop publishing softwareTechnical SkillsBusiness applications13 18,4911.444% 1,7160.953% -0.491%-33.983%
1272Development EnvironmentTechnical SkillsSoftware development13 38,6893.021% 6,2533.473% 0.452%14.974%
1273Digital ImagingTechnical SkillsHardware1 2820.022% 170.009% -0.013%-57.116%
883Digital Signal Processor (DSP)Technical SkillsHardware2 1,2650.099% 570.032% -0.067%-67.946%
423Disk operating system (DOS)Technical SkillsBusiness applications1 3,0130.235% 3480.193% -0.042%-17.837%
1307Doctor of PhilosophyTechnical SkillsMisc3 62,2984.864% 1,6000.889% -3.975%-81.730%
973Document management softwareTechnical SkillsInformation mgmt4 12,0990.945% 2,1891.216% 0.271%28.705%
1020Domain name system (DNS)Technical SkillsNetwork3 33,7162.632% 7,0253.902% 1.269%48.220%
61DreamweaverTechnical SkillsSoftware development1 6,9240.541% 5730.318% -0.222%-41.130%
54DSS/GDSSTechnical SkillsBusiness applications5 16,7871.311% 2,9891.660% 0.349%26.663%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 460.004% 70.004% 0.000%8.253%
62EclipseTechnical SkillsSoftware development1 15,0521.175% 3,0041.668% 0.493%41.972%
1308Electronic CommerceTechnical SkillsBusiness applications2 46,6653.643% 6,0723.372% -0.271%-7.437%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 10,1530.793% 2,5931.440% 0.647%81.680%
1023Electronic mail softwareTechnical SkillsNetwork8 20,9651.637% 3,7332.073% 0.436%26.666%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 68,8055.372% 13,1817.321% 1.949%36.278%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications15 96,4587.531% 11,0886.158% -1.373%-18.226%
1321Environmental CertificationTechnical SkillsEnvironmental1 1020.008% 150.008% 0.000%4.614%
1328Environmental CleanupTechnical SkillsEnvironmental1 1,0860.085% 3540.197% 0.112%131.884%
1329Environmental EnergyTechnical SkillsEnvironmental21 4,1830.327% 9120.507% 0.180%55.098%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 4,3610.340% 1,7420.968% 0.627%184.158%
1327Environmental PollutionTechnical SkillsEnvironmental15 35,1172.742% 7010.389% -2.352%-85.800%
1324Environmental Pollution ControlTechnical SkillsEnvironmental6 2,1550.168% 1860.103% -0.065%-38.601%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental7 5750.045% 1250.069% 0.025%54.647%
1326Environmental Product StewardshipTechnical SkillsEnvironmental11 44,8733.503% 5220.290% -3.213%-91.725%
1331Environmental ScienceTechnical SkillsEnvironmental2 1580.012% 650.036% 0.024%192.654%
1322Environmental TechnologyTechnical SkillsEnvironmental2 1940.015% 200.011% -0.004%-26.662%
461Expert system softwareTechnical SkillsBusiness applications1 4290.033% 390.022% -0.012%-35.330%
1359FacebookTechnical SkillsSocial Networking1 113,3308.848% 77,74943.182% 34.334%388.032%
463Facilities management softwareTechnical SkillsBusiness applications4 7,8320.611% 8620.479% -0.133%-21.705%
468Flight control softwareTechnical SkillsBusiness applications1 1120.009% 200.011% 0.002%27.031%
469Flowchart softwareTechnical SkillsBusiness applications4 3,6020.281% 9860.548% 0.266%94.729%
1112Fraud DetectionTechnical SkillsSecurity1 5,1570.403% 1,1320.629% 0.226%56.152%
63FrontPageTechnical SkillsSoftware development1 8370.065% 330.018% -0.047%-71.953%
475Fund accounting softwareTechnical SkillsBusiness applications1 4890.038% 530.029% -0.009%-22.898%
1260GamingTechnical SkillsMisc2 20,9811.638% 5,8603.255% 1.617%98.687%
113Generic databasesTechnical SkillsInformation mgmt2 133,32910.410% 26,08514.488% 4.078%39.176%
1365Google AppsTechnical SkillsBusiness applications4 2,2240.174% 5100.283% 0.110%63.130%
1364Google PlusTechnical SkillsSocial Networking1 70.001% 20.001% 0.001%103.250%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications30 99,7017.784% 11,1066.168% -1.616%-20.758%
484Graphic softwareTechnical SkillsBusiness applications16 120,0089.370% 17,4869.712% 0.342%3.652%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 13,4971.054% 1,8861.047% -0.006%-0.596%
1323Green ITTechnical SkillsEnvironmental8 3,1400.245% 2170.121% -0.125%-50.838%
893Guidance systemsTechnical SkillsHardware1 660.005% 00.000% -0.005%-100.000%
895Hardware description language (HDL)Technical SkillsHardware2 910.007% 90.005% -0.002%-29.644%
1277Hardware DesignTechnical SkillsHardware19 5,2990.414% 7680.427% 0.013%3.102%
1278Hardware TestingTechnical SkillsHardware4 1,6290.127% 850.047% -0.080%-62.881%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 6110.048% 1080.060% 0.012%25.742%
492Helpdesk or call centerTechnical SkillsBusiness applications2 133,80010.446% 12,3456.856% -3.590%-34.365%
114IBM databasesTechnical SkillsInformation mgmt2 26,9612.105% 5,4743.040% 0.935%44.433%
121IBM operating systemsTechnical SkillsBusiness applications4 28,0342.189% 3,4841.935% -0.254%-11.592%
898Image capture devicesTechnical SkillsHardware8 5,4010.422% 1,1110.617% 0.195%46.332%
524Industrial control softwareTechnical SkillsBusiness applications3 3,9500.308% 5590.310% 0.002%0.673%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 13,2591.035% 2,5991.443% 0.408%39.442%
899InfraredTechnical SkillsHardware1 2,8810.225% 700.039% -0.186%-82.716%
1180InstallationTechnical SkillsSoftware development1 107,0018.354% 16,9279.401% 1.047%12.536%
901Interface definition language (IDL)Technical SkillsHardware1 1500.012% 150.008% -0.003%-28.863%
536Internet browser softwareTechnical SkillsBusiness applications4 6,2020.484% 1,0940.608% 0.123%25.483%
541Inventory management softwareTechnical SkillsBusiness applications3 5,8550.457% 1,0240.569% 0.112%24.415%
73IT Architecture/StandardsTechnical SkillsHardware2 15,1671.184% 2,3131.285% 0.100%8.486%
1357Java METechnical SkillsMobile Platforms2 3920.031% 60.003% -0.027%-89.112%
1035KernelTechnical SkillsNetwork1 4,3760.342% 4240.235% -0.106%-31.073%
907LasersTechnical SkillsHardware1 2980.023% 140.008% -0.015%-66.580%
1038License management softwareTechnical SkillsNetwork1 7780.061% 2400.133% 0.073%119.447%
1361LinkedInTechnical SkillsSocial Networking1 11,6090.906% 2,1061.170% 0.263%29.051%
908Mainframe computersTechnical SkillsHardware2 63,9804.995% 5,0232.790% -2.205%-44.151%
124Mainframe operating systemsTechnical SkillsBusiness applications7 18,7601.465% 2,3681.315% -0.149%-10.206%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 26,2772.052% 3,8792.154% 0.103%5.013%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 6,9230.541% 6470.359% -0.181%-33.517%
1281Medical softwareTechnical SkillsBusiness applications9 10,5370.823% 1,3250.736% -0.087%-10.547%
115Microsoft databasesTechnical SkillsInformation mgmt5 138,01610.775% 25,73214.292% 3.516%32.630%
119Microsoft operating systemsTechnical SkillsBusiness applications4 209,03016.320% 34,03318.902% 2.582%15.822%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 2,7770.217% 8440.469% 0.252%116.204%
625MultimediaTechnical SkillsBusiness applications1 123,1089.612% 7150.397% -9.214%-95.868%
1362MySpaceTechnical SkillsSocial Networking1 6520.051% 20.001% -0.050%-97.818%
74Network administrationTechnical SkillsHardware12 119,1919.306% 13,7647.645% -1.661%-17.852%
1282Network Administration softwareTechnical SkillsNetwork17 66,0985.161% 13,9177.729% 2.569%49.781%
1283Network HardwareTechnical SkillsNetwork11 47,1333.680% 8,4614.699% 1.019%27.701%
1284Network Monitoring softwareTechnical SkillsNetwork14 27,2232.125% 5,6993.165% 1.040%48.923%
1059Network operation system software (NOS)Technical SkillsNetwork2 2,6070.204% 5220.290% 0.086%42.439%
1122Network securityTechnical SkillsSecurity1 36,9732.887% 8,3924.661% 1.774%61.465%
1285Network Security softwareTechnical SkillsSecurity34 89,1596.961% 18,84210.465% 3.504%50.335%
1286Network softwareTechnical SkillsNetwork6 17,6231.376% 3,4011.889% 0.513%37.286%
1287Network TestingTechnical SkillsNetwork11 24,3981.905% 2,7061.503% -0.402%-21.101%
1065Novell network softwareTechnical SkillsNetwork2 1,7070.133% 2400.133% 0.000%0.017%
643OberonTechnical SkillsBusiness applications1 1680.013% 640.036% 0.022%171.000%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 77,1906.027% 12,8467.135% 1.108%18.387%
1288Office ApplicationsTechnical SkillsBusiness applications13 216,94116.937% 37,90621.053% 4.115%24.298%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 9,9670.778% 1,5620.868% 0.089%11.485%
116Open-source databasesTechnical SkillsInformation mgmt4 36,1222.820% 6,0233.345% 0.525%18.615%
118Open-source operating systemsTechnical SkillsBusiness applications8 118,4729.250% 22,23812.351% 3.101%33.530%
56Operating SystemsTechnical SkillsBusiness applications3 90,4297.060% 17,4389.685% 2.625%37.179%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 7010.055% 1120.062% 0.007%13.657%
117Oracle databasesTechnical SkillsInformation mgmt1 213,33416.656% 33,33518.514% 1.858%11.157%
1354Palm OSTechnical SkillsMobile Platforms3 2800.022% 210.012% -0.010%-46.647%
1289Physical ToolsTechnical SkillsHardware1 490.004% 00.000% -0.004%-100.000%
683Point of sale (POS)Technical SkillsBusiness applications3 6,5560.512% 1,2790.710% 0.199%38.781%
931PrintersTechnical SkillsHardware3 13,6111.063% 2,7851.547% 0.484%45.557%
43ProgrammingTechnical SkillsSoftware development1 210,08416.402% 33,79618.770% 2.368%14.438%
700ProvisioningTechnical SkillsBusiness applications1 15,7391.229% 4,1352.297% 1.068%86.894%
1258Rate ControlTechnical SkillsTechnical applications1 100.001% 20.001% 0.000%42.275%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 12,2900.960% 1,5120.840% -0.120%-12.482%
1077Remote control softwareTechnical SkillsNetwork2 1,5980.125% 3800.211% 0.086%69.163%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 7580.059% 1650.092% 0.032%54.851%
1262RoboticsTechnical SkillsHardware3 2,6680.208% 3390.188% -0.020%-9.612%
1318RSATechnical SkillsSecurity1 4,1720.326% 1,2360.686% 0.361%110.752%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 12,8331.002% 3,1531.751% 0.749%74.781%
44SDLCTechnical SkillsSoftware development7 124,7539.740% 31,11817.283% 7.543%77.443%
1132Secure shell (SSH)Technical SkillsSecurity1 940.007% 160.009% 0.002%21.085%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 14,1561.105% 2,7951.552% 0.447%40.456%
76SecurityTechnical SkillsHardware4 932,72172.821% 179,43799.659% 26.838%36.854%
1315Security ClearanceTechnical SkillsMisc2 112,4008.776% 7,1193.954% -4.822%-54.944%
1135Security testing softwareTechnical SkillsSecurity1 2,8000.219% 6600.367% 0.148%67.681%
60Sharepoint ServerTechnical SkillsBusiness applications1 4,6310.362% 5150.286% -0.076%-20.890%
1084Signal generatorsTechnical SkillsNetwork1 2410.019% 200.011% -0.008%-40.965%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 8,8830.694% 1,4670.815% 0.121%17.481%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 24,7961.936% 6,4763.597% 1.661%85.790%
1220Simulation softwareTechnical SkillsSoftware development5 13,1281.025% 1,1240.624% -0.401%-39.093%
1366Social NetworkTechnical SkillsSocial Networking1 1,9990.156% 1510.084% -0.072%-46.264%
1358Social NetworkingTechnical SkillsSocial Networking1 6,1980.484% 3440.191% -0.293%-60.517%
42Software DevelopmentTechnical SkillsSoftware development2 328,88625.677% 33,97418.869% -6.808%-26.515%
1291Software Development softwareTechnical SkillsSoftware development3 2,0500.160% 4740.263% 0.103%64.484%
1309Software EngineeringTechnical SkillsSoftware development1 200,01415.616% 10,5985.886% -9.730%-62.307%
1292Software InstallationTechnical SkillsSoftware development4 120,0729.375% 24,81413.782% 4.407%47.012%
1223Software librariesTechnical SkillsSoftware development1 1560.012% 400.022% 0.010%82.404%
1293Software MaintenanceTechnical SkillsSoftware development1 5,5880.436% 1,5440.858% 0.421%96.557%
1294Software TestingTechnical SkillsSoftware development14 100,4127.840% 22,19812.329% 4.489%57.263%
1225Source code management (SCM)Technical SkillsSoftware development5 27,3682.137% 6,6233.678% 1.542%72.151%
1229Static analysis softwareTechnical SkillsSoftware development1 4260.033% 1600.089% 0.056%167.183%
772Statistical analysis softwareTechnical SkillsBusiness applications25 107,3628.382% 13,8077.668% -0.714%-8.516%
774Statistical softwareTechnical SkillsBusiness applications1 34,7312.712% 4,4622.478% -0.233%-8.608%
1230Stress testing softwareTechnical SkillsSoftware development1 2,0880.163% 5040.280% 0.117%71.711%
122Sun operating systemsTechnical SkillsBusiness applications3 41,2533.221% 5,2692.926% -0.294%-9.140%
939Surveillance systemsTechnical SkillsHardware5 13,2601.035% 9570.532% -0.504%-48.659%
791Symantec softwareTechnical SkillsBusiness applications1 9,7610.762% 2,0351.130% 0.368%48.309%
1355SymbianTechnical SkillsMobile Platforms1 200.002% 30.002% 0.000%6.706%
1310System AdministrationTechnical SkillsNetwork4 78,8256.154% 12,2196.786% 0.632%10.273%
45System TestingTechnical SkillsSoftware development5 19,1011.491% 4,3402.410% 0.919%61.634%
46Systems AnalysisTechnical SkillsSoftware development8 97,7337.630% 18,92310.510% 2.879%37.736%
47Systems DesignTechnical SkillsSoftware development1 15,2341.189% 2,5501.416% 0.227%19.076%
1233Systems EvaluationTechnical SkillsSoftware development1 3880.030% 400.022% -0.008%-26.662%
1234Systems integrationTechnical SkillsSoftware development8 85,0826.643% 10,2745.706% -0.937%-14.099%
75TCP/IPTechnical SkillsHardware3 52,6744.112% 9,3125.172% 1.059%25.761%
1235Technology DesignTechnical SkillsSoftware development1 1,6130.126% 2350.131% 0.005%3.641%
1236TemplatesTechnical SkillsSoftware development1 19,3771.513% 4,3862.436% 0.923%61.020%
1239Test implementationTechnical SkillsSoftware development1 2790.022% 490.027% 0.005%24.937%
1302TestingTechnical SkillsSoftware development1 308,22524.064% 67,30237.379% 13.315%55.331%
1297Training softwareTechnical SkillsBusiness applications3 2,0500.160% 1590.088% -0.072%-44.825%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 2,0310.159% 2380.132% -0.026%-16.639%
1360TwitterTechnical SkillsSocial Networking1 21,7051.695% 5,4163.008% 1.313%77.508%
123UNIX operating systemsTechnical SkillsBusiness applications5 167,08713.045% 21,24611.800% -1.245%-9.545%
1298UNIX ShellsTechnical SkillsBusiness applications4 26,2862.052% 5,6223.122% 1.070%52.147%
48User-Interface DesignTechnical SkillsSoftware development2 82,8476.468% 9,0115.005% -1.464%-22.626%
836Video creation and editing softwareTechnical SkillsBusiness applications3 1,7170.134% 1300.072% -0.062%-46.139%
64Visual StudioTechnical SkillsSoftware development1 28,3752.215% 6,1963.441% 1.226%55.337%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 2,3180.181% 750.042% -0.139%-76.983%
77Voice/Data TelecomTechnical SkillsHardware10 151,67611.842% 19,38710.768% -1.074%-9.073%
1299Web Application ServerTechnical SkillsBusiness applications8 49,0373.829% 7,4154.118% 0.290%7.569%
1248Web platform development softwareTechnical SkillsSoftware development5 2,9060.227% 1860.103% -0.124%-54.468%
65web programmerTechnical SkillsSoftware development4 57,3534.478% 1,1250.625% -3.853%-86.046%
58Web serversTechnical SkillsBusiness applications6 64,3925.027% 10,9956.107% 1.079%21.468%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 46,2313.609% 8,8074.891% 1.282%35.517%
1356Windows CETechnical SkillsMobile Platforms4 3,8930.304% 5480.304% 0.000%0.137%
1102WirelessTechnical SkillsNetwork5 41,0973.209% 7,3874.103% 0.894%27.866%
1363YouTubeTechnical SkillsSocial Networking2 7310.057% 4100.228% 0.171%298.992%
79.NETProgramming SkillsCurrent1 129,62210.120% 18,03710.018% -0.102%-1.012%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 300.002% 00.000% -0.002%-100.000%
209A programming language (APL)Programming SkillsLegacy2 1,4620.114% 1750.097% -0.017%-14.849%
99AdaProgramming SkillsLegacy1 3,7940.296% 6460.359% 0.063%21.125%
80AJAXProgramming SkillsCurrent1 42,6443.329% 6,4173.564% 0.235%7.046%
192Apple AppleScriptProgramming SkillsCurrent1 1300.010% 350.019% 0.009%91.524%
81ASPProgramming SkillsCurrent2 68,6735.362% 10,5045.834% 0.472%8.809%
108AssemblyProgramming SkillsLegacy2 1,4960.117% 700.039% -0.078%-66.714%
211AWKProgramming SkillsLegacy1 1,2930.101% 2650.147% 0.046%45.796%
212BProgramming SkillsLegacy1 16,1981.265% 2,2691.260% -0.004%-0.351%
83C#Programming SkillsCurrent2 111,4478.701% 15,0618.365% -0.336%-3.865%
82C/C++Programming SkillsCurrent3 135,88710.609% 13,3737.427% -3.182%-29.992%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 56,4034.404% 12,7487.080% 2.677%60.782%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 2880.022% 540.030% 0.008%33.383%
84CGIProgramming SkillsCurrent2 9,6970.757% 4,2392.354% 1.597%210.974%
217ClipperProgramming SkillsLegacy1 1180.009% 110.006% -0.003%-33.685%
218CLUProgramming SkillsLegacy1 1380.011% 90.005% -0.006%-53.606%
100CobolProgramming SkillsLegacy1 8,8010.687% 1,7000.944% 0.257%37.409%
85ColdFusionProgramming SkillsCurrent2 6,8000.531% 6500.361% -0.170%-32.001%
219Combined programming language (CPL)Programming SkillsLegacy1 1270.010% 90.005% -0.005%-49.588%
195Component object model (COM)Programming SkillsCurrent1 490.004% 60.003% -0.000%-12.893%
125Database programmingProgramming SkillsCurrent3 18,9441.479% 2,9591.643% 0.164%11.115%
196Distributed component object model (DCOM)Programming SkillsCurrent1 9160.072% 590.033% -0.039%-54.180%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 4,0290.315% 5790.322% 0.007%2.230%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 1,7240.135% 3770.209% 0.075%55.561%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 8,1480.636% 9990.555% -0.081%-12.781%
109ForthProgramming SkillsLegacy1 4,1360.323% 9600.533% 0.210%65.116%
102FortranProgramming SkillsLegacy1 8520.067% 740.041% -0.025%-38.214%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 185,58014.489% 19,19510.661% -3.828%-26.421%
222JProgramming SkillsLegacy1 5,1020.398% 5920.329% -0.070%-17.457%
87Java/J2EE/J2PProgramming SkillsCurrent4 196,95215.377% 31,78417.653% 2.276%14.801%
97JavaScriptProgramming SkillsCurrent3 83,7566.539% 18,21110.114% 3.575%54.673%
89JavaServer FacesProgramming SkillsCurrent3 7,9750.623% 1,1470.637% 0.014%2.313%
88JavaServer PagesProgramming SkillsCurrent3 31,5952.467% 3,9962.219% -0.247%-10.028%
223Job control language (JCL)Programming SkillsLegacy2 7,5230.587% 1,0350.575% -0.013%-2.131%
126LAMPProgramming SkillsCurrent1 9,0380.706% 9560.531% -0.175%-24.754%
104LispProgramming SkillsLegacy1 4640.036% 400.022% -0.014%-38.675%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 4150.032% 970.054% 0.021%66.273%
201Microsoft ActiveXProgramming SkillsCurrent1 9450.074% 990.055% -0.019%-25.475%
107PascalProgramming SkillsLegacy1 3780.030% 230.013% -0.017%-56.715%
90PerlProgramming SkillsCurrent1 47,0003.669% 7,6954.274% 0.604%16.469%
91PHPProgramming SkillsCurrent1 31,5322.462% 4,7172.620% 0.158%6.417%
103PL/1Programming SkillsLegacy3 1570.012% 470.026% 0.014%112.959%
105PrologProgramming SkillsLegacy1 5820.045% 670.037% -0.008%-18.106%
95PythonProgramming SkillsCurrent1 23,1821.810% 6,3263.513% 1.704%94.123%
228Register transfer language (RTL)Programming SkillsLegacy1 12,2010.953% 3,9282.182% 1.229%129.020%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 2000.016% 520.029% 0.013%84.957%
206Scripting languagesProgramming SkillsCurrent1 12,1890.952% 2,8441.580% 0.628%65.981%
101SmalltalkProgramming SkillsLegacy1 1680.013% 110.006% -0.007%-53.422%
92SQLProgramming SkillsCurrent3 304,02223.736% 54,30130.159% 6.422%27.058%
110TCLProgramming SkillsLegacy1 1,7720.138% 2310.128% -0.010%-7.264%
98Unified Modeling LanguageProgramming SkillsCurrent2 25,6732.004% 3,3701.872% -0.133%-6.621%
93Visual BasicProgramming SkillsCurrent6 63,4954.957% 9,7315.405% 0.447%9.022%
207Web service definition language (WSDL)Programming SkillsCurrent2 6,3460.495% 1,4220.790% 0.294%59.403%
94XMLProgramming SkillsCurrent2 99,9307.802% 16,3569.084% 1.282%16.434%
1342Computer ScienceMajorsComputer Science2 403,51831.504% 81,12045.054% 13.550%43.009%
1344Information TechnologyMajorsInformation Technology3 1,280,836100.000% 180,051100.000% 0.000%0.000%
1343Management Information SystemsMajorsManagement Information Systems9 240,03818.741% 47,51426.389% 7.648%40.812%