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Skill Frequencies: April, 2007 through 2018-11-13

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All Degree Programs

2018-11-13Jobs Found:4,271,491Click 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 12,4820.292% 1,5350.701% 0.409%139.842%
2Attention to DetailsSoft SkillsProblem-solving skills1 15,3450.359% 1,0590.484% 0.124%34.596%
8Conflict ResolutionSoft SkillsInterpersonal skills1 24,7180.579% 1,9560.893% 0.314%54.332%
231CooperationSoft SkillsInterpersonal skills1 32,5410.762% 2,4941.139% 0.377%49.475%
3CreativitySoft SkillsProblem-solving skills4 131,4983.079% 11,2345.129% 2.051%66.616%
4Critical thinkingSoft SkillsProblem-solving skills3 58,0191.358% 7,5703.456% 2.098%154.465%
1300FlexibilitySoft SkillsWork ethic1 189,3174.432% 11,4625.233% 0.801%18.079%
232IndependenceSoft SkillsInterpersonal skills1 21,9920.515% 2,2491.027% 0.512%99.446%
13Initiative/Motivation to workSoft SkillsWork ethic5 519,75512.168% 36,86516.832% 4.664%38.330%
256InnovationSoft SkillsProblem-solving skills1 310,6897.274% 33,00415.069% 7.796%107.177%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 411,0199.622% 34,79015.885% 6.262%65.080%
1422InternshipSoft SkillsWork ethic3 93,5912.191% 8,5133.887% 1.696%77.399%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 2,4220.057% 3220.147% 0.090%159.289%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 284,5616.662% 25,54811.665% 5.003%75.099%
10LeadershipSoft SkillsInterpersonal skills1 869,66820.360% 59,17127.017% 6.657%32.696%
258LearningSoft SkillsProblem-solving skills1 364,4458.532% 36,18916.523% 7.991%93.663%
1Learning AbilitySoft SkillsProblem-solving skills3 75,0021.756% 6,4342.938% 1.182%67.305%
236ListeningSoft SkillsLanguage skills1 94,4352.211% 5,4882.506% 0.295%13.340%
260MathematicsSoft SkillsProblem-solving skills3 230,5925.398% 21,2669.710% 4.311%79.864%
261MemorizationSoft SkillsProblem-solving skills1 1450.003% 270.012% 0.009%263.160%
18Negotiation SkillsSoft SkillsLanguage skills1 36,3850.852% 2,1110.964% 0.112%13.153%
262OptimizationSoft SkillsProblem-solving skills1 211,2624.946% 13,4626.147% 1.201%24.277%
19Oral CommunicationsSoft SkillsLanguage skills5 68,8271.611% 5,4862.505% 0.894%55.453%
273PersistenceSoft SkillsWork ethic1 15,7480.369% 9730.444% 0.076%20.501%
239PersuasionSoft SkillsLanguage skills1 6,4640.151% 6560.300% 0.148%97.927%
1301Physical SkillSoft SkillsWork ethic2 5,2490.123% 1,3790.630% 0.507%412.377%
240PresentationsSoft SkillsLanguage skills1 201,0834.708% 15,2106.945% 2.237%47.522%
265Problem Solving SkillsSoft SkillsProblem-solving skills3 755,26117.681% 48,71922.244% 4.563%25.806%
20Questioning skillsSoft SkillsLanguage skills1 1,2250.029% 950.043% 0.015%51.248%
241Reading ComprehensionSoft SkillsLanguage skills1 1,1840.028% 2030.093% 0.065%234.384%
6Research skillsSoft SkillsProblem-solving skills1 7,2960.171% 6160.281% 0.110%64.664%
15ResponsibilitySoft SkillsWork ethic2 394,6879.240% 27,04912.350% 3.110%33.660%
234Self ControlSoft SkillsInterpersonal skills1 4620.011% 490.022% 0.012%106.850%
11Self-esteemSoft SkillsInterpersonal skills1 4640.011% 2150.098% 0.087%803.696%
16Self-managementSoft SkillsWork ethic1 4,9090.115% 3940.180% 0.065%56.533%
250Stress ToleranceSoft SkillsPhysical skills1 7230.017% 1170.053% 0.036%215.609%
12TeamworkSoft SkillsInterpersonal skills1 175,5854.111% 13,5696.195% 2.085%50.717%
17Time ManagementSoft SkillsWork ethic2 146,2313.423% 10,8024.932% 1.509%44.068%
268VisualizationSoft SkillsProblem-solving skills1 48,1931.128% 7,5163.432% 2.303%204.162%
7Working under pressureSoft SkillsProblem-solving skills1 2,2530.053% 2210.101% 0.048%91.308%
21Written CommunicationsSoft SkillsLanguage skills5 635,30614.873% 38,33517.503% 2.630%17.683%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 328,8247.698% 29,73513.577% 5.878%76.362%
172Account managementBusiness SkillsManagement skills1 44,1751.034% 2,4891.136% 0.102%9.888%
22AccountingBusiness SkillsBusiness processes4 498,56211.672% 18,2858.349% -3.323%-28.472%
1263Accounting softwareBusiness SkillsBusiness processes7 60,8061.424% 2,6461.208% -0.215%-15.132%
174AdministrationBusiness SkillsManagement skills3 1,042,22824.400% 48,85522.306% -2.093%-8.579%
1313AnalystBusiness SkillsProject management1 720,98316.879% 36,98416.886% 0.007%0.044%
175Application managementBusiness SkillsManagement skills5 294,9276.905% 14,9066.806% -0.099%-1.429%
150Asset managementBusiness SkillsBusiness processes1 57,2261.340% 4,0311.840% 0.501%37.379%
151AuditingBusiness SkillsBusiness processes5 254,7455.964% 15,6267.135% 1.171%19.631%
1264Auditing softwareBusiness SkillsBusiness processes1 2180.005% 40.002% -0.003%-64.215%
152BillingBusiness SkillsBusiness processes1 113,7032.662% 4,8112.197% -0.465%-17.479%
153Bills of LadingBusiness SkillsBusiness processes1 1150.003% 230.011% 0.008%290.060%
1314Business AnalystBusiness SkillsProject management1 268,0736.276% 9,2884.241% -2.035%-32.427%
35Business IntelligenceBusiness SkillsStrategy skills1 178,1704.171% 8,4483.857% -0.314%-7.526%
155Business performance management (BPM)Business SkillsBusiness processes2 26,0080.609% 9540.436% -0.173%-28.461%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 60,4151.414% 9830.449% -0.966%-68.267%
36Business StrategyBusiness SkillsStrategy skills3 789,89818.492% 57,00626.028% 7.536%40.751%
182Calendar and schedulingBusiness SkillsProject management3 167,4253.920% 10,3834.741% 0.821%20.950%
156Capacity planningBusiness SkillsBusiness processes1 83,6771.959% 2,8751.313% -0.646%-32.991%
28Change ManagementBusiness SkillsManagement skills1 166,4833.898% 10,9284.990% 1.092%28.018%
183Content workflowBusiness SkillsProject management1 1670.004% 60.003% -0.001%-29.929%
24Contracting and legalBusiness SkillsBusiness processes2 289,4536.776% 18,6368.509% 1.733%25.567%
176CoordinationBusiness SkillsManagement skills1 201,4174.715% 16,0927.347% 2.632%55.817%
157Cost accountingBusiness SkillsBusiness processes1 6,5030.152% 3890.178% 0.025%16.664%
158Cost estimationBusiness SkillsBusiness processes1 3,2510.076% 1700.078% 0.002%1.984%
1312Customer SupportBusiness SkillsBusiness processes6 826,60819.352% 44,11520.142% 0.791%4.085%
1339EducationBusiness SkillsIndustry Segment1 39,8370.933% 4,8952.235% 1.302%139.645%
1333EnergyBusiness SkillsIndustry Segment1 208,7804.888% 14,4276.587% 1.699%34.769%
1340EntertainmentBusiness SkillsIndustry Segment1 227,9835.337% 4,9592.264% -3.073%-57.578%
1319EnvironmentalBusiness SkillsEnvironmental16 175,2524.103% 10,5684.825% 0.722%17.607%
1320Environmental StrategyBusiness SkillsEnvironmental8 30,4110.712% 6,4432.942% 2.230%313.199%
161FinancialBusiness SkillsBusiness processes2 1,046,24024.494% 55,29925.249% 0.755%3.083%
1275Financial Analysis softwareBusiness SkillsBusiness processes7 4,9790.117% 2510.115% -0.002%-1.682%
1332Health CareBusiness SkillsIndustry Segment2 695,13916.274% 31,78714.513% -1.760%-10.818%
177Human resourcesBusiness SkillsManagement skills2 334,8837.840% 14,2996.529% -1.311%-16.725%
1336InsuranceBusiness SkillsIndustry Segment1 24,0590.563% 1,1600.530% -0.034%-5.967%
1316Managing/SupervisionBusiness SkillsManagement skills5 1,699,52939.788% 83,92338.318% -1.470%-3.694%
1334ManufacturingBusiness SkillsIndustry Segment2 366,9608.591% 16,8487.693% -0.898%-10.457%
26MarketingBusiness SkillsBusiness processes1 534,59312.515% 21,5469.838% -2.678%-21.396%
185MonitoringBusiness SkillsProject management1 474,21811.102% 32,61614.892% 3.790%34.139%
179NegotiationBusiness SkillsManagement skills1 143,9453.370% 8,9964.107% 0.738%21.886%
163Operation and ControlBusiness SkillsBusiness processes2 2,5250.059% 4130.189% 0.129%219.000%
29Outsourcing ManagementBusiness SkillsManagement skills3 153,0993.584% 2,2021.005% -2.579%-71.949%
167ProcurementBusiness SkillsBusiness processes1 120,4212.819% 6,5502.991% 0.171%6.082%
1290Project Management softwareBusiness SkillsProject management3 114,4512.679% 3,9071.784% -0.896%-33.423%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 740,17417.328% 38,96617.791% 0.463%2.672%
168QualityBusiness SkillsBusiness processes1 1,243,03629.101% 78,96536.054% 6.954%23.895%
1337Real EstateBusiness SkillsIndustry Segment2 189,0814.427% 2,6391.205% -3.222%-72.780%
1335RetailBusiness SkillsIndustry Segment2 830,85719.451% 30,89914.108% -5.343%-27.470%
34Risk ManagementBusiness SkillsProject management1 129,0363.021% 12,2905.611% 2.591%85.756%
169Service OrientationBusiness SkillsBusiness processes1 30,0050.702% 2,0950.957% 0.254%36.173%
27Supply Chain ManagementBusiness SkillsBusiness processes3 157,7683.694% 8,0583.679% -0.014%-0.388%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 8,2180.192% 3860.176% -0.016%-8.394%
178TeachingBusiness SkillsManagement skills7 287,5036.731% 11,9175.441% -1.290%-19.160%
190TimekeepingBusiness SkillsProject management3 115,4742.703% 4,3331.978% -0.725%-26.818%
1296Timekeeping softwareBusiness SkillsProject management1 4,9370.116% 4360.199% 0.083%72.236%
171Total quality management (TQM)Business SkillsBusiness processes2 4,6830.110% 1710.078% -0.032%-28.785%
180TroubleshootingBusiness SkillsManagement skills1 539,47812.630% 31,28314.283% 1.654%13.093%
181VerificationBusiness SkillsManagement skills1 267,1746.255% 12,3275.628% -0.626%-10.016%
1338Waste ManagementBusiness SkillsIndustry Segment1 4,4350.104% 1590.073% -0.031%-30.079%
191WorkflowBusiness SkillsProject management1 182,3694.269% 10,8494.953% 0.684%16.022%
31Working GloballyBusiness SkillsManagement skills3 23,8600.559% 4320.197% -0.361%-64.689%
32Working with Virtual TeamsBusiness SkillsManagement skills2 7,7220.181% 5090.232% 0.052%28.555%
514GLTechnical SkillsSoftware development3 5,9120.138% 2070.095% -0.044%-31.713%
987Access servers & softwareTechnical SkillsNetwork10 131,0763.069% 6,7633.088% 0.019%0.628%
38Agile Development MethodsTechnical SkillsSoftware development13 257,8366.036% 22,63510.335% 4.299%71.214%
304Algorithmic softwareTechnical SkillsBusiness applications1 1110.003% 10.000% -0.002%-82.430%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 4,5610.107% 3080.141% 0.034%31.702%
1352AndroidTechnical SkillsMobile Platforms3 74,1001.735% 6,3272.889% 1.154%66.526%
1351Apple iOSTechnical SkillsMobile Platforms6 54,7961.283% 2,8001.278% -0.004%-0.342%
120Apple operating systemsTechnical SkillsBusiness applications6 112,2252.627% 8,4813.872% 1.245%47.387%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 42,9101.005% 4910.224% -0.780%-77.684%
1423Artificial IntelligenceTechnical SkillsInformation mgmt5 75,9341.778% 14,8376.774% 4.997%281.076%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 1760.004% 160.007% 0.003%77.300%
1265Backup & RecoveryTechnical SkillsTechnical applications16 325,3067.616% 14,2646.513% -1.103%-14.483%
1386BiometricTechnical SkillsInformation mgmt2 10,9600.257% 5490.251% -0.006%-2.307%
1353BlackberryTechnical SkillsMobile Platforms2 32,4810.760% 3720.170% -0.591%-77.663%
336Borland DelphiTechnical SkillsBusiness applications1 6,2160.146% 1860.085% -0.061%-41.642%
337Borland JBuilderTechnical SkillsBusiness applications1 4,1280.097% 250.011% -0.085%-88.189%
338Borland ParadoxTechnical SkillsBusiness applications1 3640.009% 160.007% -0.001%-14.272%
72Business Continuity PlanningTechnical SkillsHardware2 70,9721.662% 2,9431.344% -0.318%-19.127%
352Cadence OpusTechnical SkillsBusiness applications1 2,0640.048% 630.029% -0.020%-40.470%
868CalculatorsTechnical SkillsHardware1 3,8370.090% 2160.099% 0.009%9.790%
39CASE ToolsTechnical SkillsSoftware development1 222,2865.204% 11,5095.255% 0.051%0.978%
367Categorization or classification softwareTechnical SkillsBusiness applications1 17,1820.402% 8450.386% -0.016%-4.085%
112CertificationTechnical SkillsMisc3 786,54718.414% 51,63823.577% 5.163%28.040%
78CiscoTechnical SkillsHardware1 331,0247.750% 9,4554.317% -3.433%-44.294%
1009Cisco Systems IOSTechnical SkillsNetwork1 77,7801.821% 6,3752.911% 1.090%59.850%
40Client-ServerTechnical SkillsSoftware development1 90,7022.123% 1,5410.704% -1.420%-66.865%
1011Cluster server softwareTechnical SkillsNetwork8 65,3751.530% 2,9061.327% -0.204%-13.307%
1147CMAKETechnical SkillsSoftware development1 8130.019% 1540.070% 0.051%269.430%
1151Compatibility testingTechnical SkillsSoftware development1 1,9580.046% 780.036% -0.010%-22.307%
1152CompilersTechnical SkillsSoftware development5 41,3660.968% 3,3461.528% 0.559%57.755%
1255Compliance softwareTechnical SkillsTechnical applications3 23,7360.556% 1,7470.798% 0.242%43.545%
385Computer aided design (CAD)Technical SkillsBusiness applications12 76,3891.788% 2,8741.312% -0.476%-26.623%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 6,8460.160% 3540.162% 0.001%0.848%
875Computer diagnosticsTechnical SkillsHardware5 174,5514.086% 12,3915.658% 1.571%38.448%
1107Computer forensicsTechnical SkillsSecurity1 9,5330.223% 4820.220% -0.003%-1.390%
1266Computer HardwareTechnical SkillsHardware15 97,7942.289% 7,2903.329% 1.039%45.384%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 37,1890.871% 1560.071% -0.799%-91.819%
1015Computer serversTechnical SkillsNetwork6 380,5538.909% 15,8517.237% -1.672%-18.765%
1267Computer UtilitiesTechnical SkillsMisc1 2,6040.061% 2770.126% 0.066%107.463%
59Content ManagerTechnical SkillsBusiness applications1 4,2210.099% 890.041% -0.058%-58.878%
1396Continuous ImprovementTechnical SkillsSoftware development1 78,4971.838% 10,7704.917% 3.080%167.587%
878ControllersTechnical SkillsHardware3 26,9780.632% 2,0420.932% 0.301%47.621%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 4,9840.117% 2980.136% 0.019%16.611%
407Customer information control system (CICS)Technical SkillsBusiness applications2 15,9300.373% 3660.167% -0.206%-55.191%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 246,2595.765% 9,7394.447% -1.318%-22.870%
1368Cyber SecurityTechnical SkillsInformation mgmt3 74,0241.733% 14,0286.405% 4.672%269.594%
953Data acquisition systemsTechnical SkillsInformation mgmt1 20,8680.489% 1,4810.676% 0.188%38.413%
955Data compression softwareTechnical SkillsInformation mgmt1 13,1650.308% 4870.222% -0.086%-27.854%
956Data conversion softwareTechnical SkillsInformation mgmt1 18,7460.439% 7010.320% -0.119%-27.069%
958Data dictionaryTechnical SkillsInformation mgmt1 10,9230.256% 4440.203% -0.053%-20.724%
959Data entryTechnical SkillsInformation mgmt1 190,6244.463% 2,0860.952% -3.510%-78.658%
962Data mappingTechnical SkillsInformation mgmt1 21,0770.493% 1,0330.472% -0.022%-4.414%
67Data MiningTechnical SkillsInformation mgmt5 109,5752.565% 5,5992.556% -0.009%-0.345%
963Data modelingTechnical SkillsInformation mgmt1 128,5663.010% 5,1322.343% -0.667%-22.149%
68Data WarehousingTechnical SkillsInformation mgmt2 198,8174.655% 7,4393.397% -1.258%-27.027%
69Database AdministrationTechnical SkillsInformation mgmt12 256,9206.015% 8,7734.006% -2.009%-33.403%
969Database design softwareTechnical SkillsInformation mgmt15 206,7344.840% 6,7483.081% -1.759%-36.340%
1268Database ReportingTechnical SkillsInformation mgmt3 61,3461.436% 1,3620.622% -0.814%-56.700%
1269Database SecurityTechnical SkillsInformation mgmt2 6930.016% 490.022% 0.006%37.900%
1373Database SecurityTechnical SkillsInformation mgmt1 9650.023% 800.037% 0.014%61.683%
1270Database ServersTechnical SkillsInformation mgmt3 51,1791.198% 7380.337% -0.861%-71.877%
1271Database TestingTechnical SkillsInformation mgmt1 3,5310.083% 1650.075% -0.007%-8.864%
1160DebuggingTechnical SkillsSoftware development7 279,2356.537% 15,2746.974% 0.437%6.680%
1385DecryptionTechnical SkillsInformation mgmt2 1,3980.033% 780.036% 0.003%8.815%
418Desktop publishing softwareTechnical SkillsBusiness applications13 59,0631.383% 6,2902.872% 1.489%107.700%
1272Development EnvironmentTechnical SkillsSoftware development13 188,0494.402% 8,6293.940% -0.463%-10.507%
1273Digital ImagingTechnical SkillsHardware1 2,1100.049% 450.021% -0.029%-58.406%
883Digital Signal Processor (DSP)Technical SkillsHardware2 11,7660.275% 7430.339% 0.064%23.158%
423Disk operating system (DOS)Technical SkillsBusiness applications1 11,3630.266% 3910.179% -0.087%-32.890%
1307Doctor of PhilosophyTechnical SkillsMisc3 188,5474.414% 12,1235.535% 1.121%25.398%
973Document management softwareTechnical SkillsInformation mgmt4 37,8620.886% 2,2161.012% 0.125%14.148%
1020Domain name system (DNS)Technical SkillsNetwork3 127,8762.994% 5,9602.721% -0.272%-9.101%
61DreamweaverTechnical SkillsSoftware development1 20,0900.470% 2420.110% -0.360%-76.507%
54DSS/GDSSTechnical SkillsBusiness applications5 49,9721.170% 2,0080.917% -0.253%-21.632%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 1560.004% 180.008% 0.005%125.035%
62EclipseTechnical SkillsSoftware development1 79,7301.867% 2,3071.053% -0.813%-43.568%
1308Electronic CommerceTechnical SkillsBusiness applications2 180,3354.222% 5,6352.573% -1.649%-39.058%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 35,7710.837% 1,2600.575% -0.262%-31.302%
1023Electronic mail softwareTechnical SkillsNetwork8 64,4251.508% 3,2251.472% -0.036%-2.371%
1384EncryptionTechnical SkillsInformation mgmt1 2380.006% 490.022% 0.017%301.533%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 200,6044.696% 8,3363.806% -0.890%-18.956%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications15 239,0645.597% 9,6824.421% -1.176%-21.014%
1321Environmental CertificationTechnical SkillsEnvironmental1 4280.010% 980.045% 0.035%346.564%
1328Environmental CleanupTechnical SkillsEnvironmental1 1,3720.032% 40.002% -0.030%-94.314%
1329Environmental EnergyTechnical SkillsEnvironmental21 14,9220.349% 1,9030.869% 0.520%148.722%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 14,2210.333% 1,1060.505% 0.172%51.679%
1327Environmental PollutionTechnical SkillsEnvironmental21 42,9431.005% 1,4600.667% -0.339%-33.693%
1324Environmental Pollution ControlTechnical SkillsEnvironmental8 6,8440.160% 7040.321% 0.161%100.615%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental7 2,3480.055% 2870.131% 0.076%138.389%
1326Environmental Product StewardshipTechnical SkillsEnvironmental12 51,8481.214% 9960.455% -0.759%-62.535%
1331Environmental ScienceTechnical SkillsEnvironmental2 1,5430.036% 400.018% -0.018%-49.441%
1322Environmental TechnologyTechnical SkillsEnvironmental2 7610.018% 850.039% 0.021%117.839%
461Expert system softwareTechnical SkillsBusiness applications1 1,4730.034% 690.032% -0.003%-8.642%
1359FacebookTechnical SkillsSocial Networking1 525,07612.293% 5,9562.719% -9.573%-77.878%
463Facilities management softwareTechnical SkillsBusiness applications4 13,1320.307% 1,0060.459% 0.152%49.406%
468Flight control softwareTechnical SkillsBusiness applications1 1,1770.028% 1030.047% 0.019%70.672%
469Flowchart softwareTechnical SkillsBusiness applications5 12,3160.288% 5140.235% -0.054%-18.605%
1367ForensicTechnical SkillsInformation mgmt2 70,0431.640% 3,0621.398% -0.242%-14.741%
1112Fraud DetectionTechnical SkillsSecurity1 22,2860.522% 2,3721.083% 0.561%107.579%
63FrontPageTechnical SkillsSoftware development1 3,2920.077% 140.006% -0.071%-91.706%
475Fund accounting softwareTechnical SkillsBusiness applications1 1,9470.046% 1210.055% 0.010%21.205%
1260GamingTechnical SkillsMisc2 90,1802.111% 5,4912.507% 0.396%18.753%
113Generic databasesTechnical SkillsInformation mgmt2 605,59614.178% 31,74814.496% 0.318%2.243%
1365Google AppsTechnical SkillsBusiness applications4 13,8660.325% 6910.316% -0.009%-2.808%
1364Google PlusTechnical SkillsSocial Networking1 1,3970.033% 890.041% 0.008%24.250%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications31 247,5435.795% 11,4815.242% -0.553%-9.545%
484Graphic softwareTechnical SkillsBusiness applications16 340,3947.969% 15,5077.080% -0.889%-11.152%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 71,9731.685% 1,7010.777% -0.908%-53.907%
1323Green ITTechnical SkillsEnvironmental9 11,5010.269% 7600.347% 0.078%28.878%
893Guidance systemsTechnical SkillsHardware1 1790.004% 100.005% 0.000%8.955%
1371HackingTechnical SkillsInformation mgmt5 19,8020.464% 1,8780.857% 0.394%84.964%
895Hardware description language (HDL)Technical SkillsHardware2 1,1570.027% 1530.070% 0.043%157.905%
1277Hardware DesignTechnical SkillsHardware20 30,8060.721% 2,7051.235% 0.514%71.251%
1278Hardware TestingTechnical SkillsHardware4 10,3540.242% 5930.271% 0.028%11.699%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 1,9260.045% 3480.159% 0.114%252.391%
492Helpdesk or call centerTechnical SkillsBusiness applications2 240,4915.630% 9,3474.268% -1.362%-24.199%
1377Homeland SecurityTechnical SkillsInformation mgmt1 109,1842.556% 3,3621.535% -1.021%-39.946%
114IBM databasesTechnical SkillsInformation mgmt2 104,0212.435% 2,3021.051% -1.384%-56.840%
121IBM operating systemsTechnical SkillsBusiness applications4 81,5901.910% 1,2640.577% -1.333%-69.786%
898Image capture devicesTechnical SkillsHardware9 19,6120.459% 1,7440.796% 0.337%73.431%
524Industrial control softwareTechnical SkillsBusiness applications3 16,5190.387% 1,6430.750% 0.363%93.979%
975Information retrieval or search softwareTechnical SkillsInformation mgmt5 57,4241.344% 3,4711.585% 0.240%17.886%
1375Information SecurityTechnical SkillsInformation mgmt3 164,8353.859% 13,9736.380% 2.521%65.326%
899InfraredTechnical SkillsHardware1 5,2160.122% 2610.119% -0.003%-2.410%
1180InstallationTechnical SkillsSoftware development1 345,5318.089% 16,6887.619% -0.470%-5.807%
901Interface definition language (IDL)Technical SkillsHardware1 1,3260.031% 670.031% -0.000%-1.455%
536Internet browser softwareTechnical SkillsBusiness applications4 24,5640.575% 1,3400.612% 0.037%6.392%
1393Intrusion DetectionTechnical SkillsInformation mgmt1 43,8041.025% 2,2691.036% 0.010%1.023%
541Inventory management softwareTechnical SkillsBusiness applications3 21,1790.496% 1,7830.814% 0.318%64.190%
1414ISO 9000Technical SkillsSoftware development1 6,3630.149% 1400.064% -0.085%-57.089%
73IT Architecture/StandardsTechnical SkillsHardware2 33,7410.790% 1,6200.740% -0.050%-6.361%
1357Java METechnical SkillsMobile Platforms2 1,4510.034% 40.002% -0.032%-94.624%
1035KernelTechnical SkillsNetwork1 38,2940.897% 1,5180.693% -0.203%-22.689%
907LasersTechnical SkillsHardware1 1,2240.029% 1810.083% 0.054%188.402%
1038License management softwareTechnical SkillsNetwork1 2,8160.066% 2350.107% 0.041%62.756%
1361LinkedInTechnical SkillsSocial Networking1 37,8030.885% 4,0391.844% 0.959%108.377%
908Mainframe computersTechnical SkillsHardware2 125,9362.948% 2,5991.187% -1.762%-59.751%
124Mainframe operating systemsTechnical SkillsBusiness applications8 56,2621.317% 2,4391.114% -0.204%-15.453%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications9 90,9492.129% 3,0291.383% -0.746%-35.046%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 21,1820.496% 8430.385% -0.111%-22.382%
1281Medical softwareTechnical SkillsBusiness applications9 30,2580.708% 2,5331.157% 0.448%63.266%
115Microsoft databasesTechnical SkillsInformation mgmt5 573,07213.416% 17,9008.173% -5.243%-39.082%
119Microsoft operating systemsTechnical SkillsBusiness applications4 815,13919.083% 31,83814.537% -4.546%-23.824%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 21,3870.501% 1,0390.474% -0.026%-5.253%
625MultimediaTechnical SkillsBusiness applications1 147,7073.458% 1,3530.618% -2.840%-82.135%
1362MySpaceTechnical SkillsSocial Networking1 5,2120.122% 420.019% -0.103%-84.284%
74Network administrationTechnical SkillsHardware17 445,60010.432% 19,5698.935% -1.497%-14.350%
1282Network Administration softwareTechnical SkillsNetwork18 211,0834.942% 11,2645.143% 0.201%4.074%
1283Network HardwareTechnical SkillsNetwork11 156,9373.674% 6,4912.964% -0.710%-19.334%
1284Network Monitoring softwareTechnical SkillsNetwork15 106,8452.501% 5,5162.519% 0.017%0.687%
1059Network operation system software (NOS)Technical SkillsNetwork2 5,0900.119% 1760.080% -0.039%-32.563%
1122Network securityTechnical SkillsSecurity1 131,2373.072% 5,4602.493% -0.579%-18.859%
1369Network SecurityTechnical SkillsInformation mgmt1 24,7120.579% 9530.435% -0.143%-24.788%
1285Network Security softwareTechnical SkillsSecurity36 299,3607.008% 19,0268.687% 1.679%23.953%
1286Network softwareTechnical SkillsNetwork6 68,4051.601% 2,6571.213% -0.388%-24.246%
1287Network TestingTechnical SkillsNetwork11 69,4791.627% 2,6201.196% -0.430%-26.456%
1065Novell network softwareTechnical SkillsNetwork2 5,7240.134% 570.026% -0.108%-80.579%
643OberonTechnical SkillsBusiness applications1 5510.013% 170.008% -0.005%-39.827%
1413Object Oriented DesignTechnical SkillsSoftware development2 104,2722.441% 2,4801.132% -1.309%-53.614%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 481,66711.276% 15,5637.106% -4.170%-36.984%
1288Office ApplicationsTechnical SkillsBusiness applications13 629,14214.729% 42,11319.228% 4.499%30.548%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 44,4771.041% 9680.442% -0.599%-57.554%
116Open-source databasesTechnical SkillsInformation mgmt4 222,9915.220% 9,1144.161% -1.059%-20.288%
118Open-source operating systemsTechnical SkillsBusiness applications8 642,22415.035% 29,33013.392% -1.643%-10.931%
56Operating SystemsTechnical SkillsBusiness applications3 366,5738.582% 19,7479.016% 0.434%5.061%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 2,6970.063% 1860.085% 0.022%34.504%
117Oracle databasesTechnical SkillsInformation mgmt1 714,03416.716% 19,7058.997% -7.719%-46.178%
1354Palm OSTechnical SkillsMobile Platforms3 3,3540.079% 80.004% -0.075%-95.348%
1376Penetration TestingTechnical SkillsInformation mgmt5 110,8672.596% 10,6444.860% 2.264%87.242%
1289Physical ToolsTechnical SkillsHardware1 2950.007% 660.030% 0.023%336.339%
683Point of sale (POS)Technical SkillsBusiness applications3 24,5850.576% 1,8710.854% 0.279%48.424%
686PolkaTechnical SkillsBusiness applications1 1920.004% 1900.087% 0.082%1,829.985%
931PrintersTechnical SkillsHardware3 41,0960.962% 4,4592.036% 1.074%111.612%
43ProgrammingTechnical SkillsSoftware development1 1,038,66724.316% 47,70621.782% -2.534%-10.423%
700ProvisioningTechnical SkillsBusiness applications1 58,8501.378% 3,6071.647% 0.269%19.537%
1405Rapid Application DevelopmentTechnical SkillsSoftware development2 21,7250.509% 5070.231% -0.277%-54.485%
1258Rate ControlTechnical SkillsTechnical applications1 1940.005% 20.001% -0.004%-79.894%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 47,2721.107% 4060.185% -0.921%-83.250%
1077Remote control softwareTechnical SkillsNetwork2 4,6880.110% 3230.147% 0.038%34.374%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 2,4940.058% 1050.048% -0.010%-17.890%
1379Risk AnalysisTechnical SkillsInformation mgmt1 26,2350.614% 1,8750.856% 0.242%39.387%
1262RoboticsTechnical SkillsHardware3 18,6720.437% 3,5071.601% 1.164%266.308%
1318RSATechnical SkillsSecurity1 18,1910.426% 5660.258% -0.167%-39.318%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 107,3852.514% 6,4012.923% 0.409%16.253%
44SDLCTechnical SkillsSoftware development7 508,11911.896% 21,7689.939% -1.957%-16.448%
1132Secure shell (SSH)Technical SkillsSecurity1 3860.009% 80.004% -0.005%-59.579%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 54,1761.268% 2,0630.942% -0.326%-25.733%
76SecurityTechnical SkillsHardware4 2,982,02469.812% 79,48536.292% -33.521%-48.015%
1382Security AuditTechnical SkillsInformation mgmt1 4,2760.100% 2190.100% -0.000%-0.113%
1315Security ClearanceTechnical SkillsMisc2 340,4087.969% 20,9379.560% 1.590%19.954%
1381Security PlanTechnical SkillsInformation mgmt1 3,6950.087% 3940.180% 0.093%107.962%
1380Security PolicyTechnical SkillsInformation mgmt2 67,5911.582% 5,5312.525% 0.943%59.594%
1135Security testing softwareTechnical SkillsSecurity1 11,2670.264% 1,1630.531% 0.267%101.314%
60Sharepoint ServerTechnical SkillsBusiness applications1 14,6540.343% 1970.090% -0.253%-73.781%
1084Signal generatorsTechnical SkillsNetwork1 9140.021% 970.044% 0.023%106.979%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 35,6220.834% 8900.406% -0.428%-51.273%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 148,9473.487% 5,3382.437% -1.050%-30.105%
1220Simulation softwareTechnical SkillsSoftware development5 63,7891.493% 5,8812.685% 1.192%79.807%
1366Social NetworkTechnical SkillsSocial Networking1 12,7370.298% 3370.154% -0.144%-48.398%
1358Social NetworkingTechnical SkillsSocial Networking1 23,5860.552% 3920.179% -0.373%-67.586%
42Software DevelopmentTechnical SkillsSoftware development2 1,083,79525.373% 42,38719.353% -6.019%-23.724%
1291Software Development softwareTechnical SkillsSoftware development3 7,2390.169% 870.040% -0.130%-76.561%
1309Software EngineeringTechnical SkillsSoftware development1 655,12615.337% 27,56512.586% -2.751%-17.939%
1292Software InstallationTechnical SkillsSoftware development4 469,86511.000% 27,47112.543% 1.543%14.026%
1223Software librariesTechnical SkillsSoftware development1 1,3510.032% 1810.083% 0.051%161.291%
1293Software MaintenanceTechnical SkillsSoftware development1 29,6370.694% 8990.410% -0.283%-40.840%
1294Software TestingTechnical SkillsSoftware development14 456,25010.681% 25,56911.674% 0.993%9.298%
1225Source code management (SCM)Technical SkillsSoftware development5 149,2323.494% 7,6093.474% -0.020%-0.559%
1229Static analysis softwareTechnical SkillsSoftware development1 3,4270.080% 2620.120% 0.039%49.104%
772Statistical analysis softwareTechnical SkillsBusiness applications26 344,4308.063% 26,82112.246% 4.183%51.871%
774Statistical softwareTechnical SkillsBusiness applications1 149,1343.491% 13,7346.271% 2.779%79.606%
1230Stress testing softwareTechnical SkillsSoftware development1 10,2400.240% 4420.202% -0.038%-15.817%
122Sun operating systemsTechnical SkillsBusiness applications3 164,7293.856% 2,4561.121% -2.735%-70.922%
939Surveillance systemsTechnical SkillsHardware5 41,1810.964% 4,0841.865% 0.901%93.415%
791Symantec softwareTechnical SkillsBusiness applications1 31,5390.738% 1,0490.479% -0.259%-35.132%
1355SymbianTechnical SkillsMobile Platforms1 1170.003% 30.001% -0.001%-49.992%
1310System AdministrationTechnical SkillsNetwork4 270,3476.329% 11,6185.305% -1.024%-16.187%
45System TestingTechnical SkillsSoftware development5 86,8902.034% 4,3521.987% -0.047%-2.317%
46Systems AnalysisTechnical SkillsSoftware development8 347,1288.127% 16,6897.620% -0.507%-6.235%
47Systems DesignTechnical SkillsSoftware development1 57,1481.338% 2,8881.319% -0.019%-1.441%
1233Systems EvaluationTechnical SkillsSoftware development1 7050.017% 770.035% 0.019%113.012%
1234Systems integrationTechnical SkillsSoftware development8 232,9165.453% 4,3551.988% -3.464%-63.534%
75TCP/IPTechnical SkillsHardware3 225,3795.276% 7,8723.594% -1.682%-31.880%
1235Technology DesignTechnical SkillsSoftware development1 4,2660.100% 2770.126% 0.027%26.637%
1236TemplatesTechnical SkillsSoftware development1 67,9031.590% 3,6321.658% 0.069%4.318%
1239Test implementationTechnical SkillsSoftware development1 1,7270.040% 2640.121% 0.080%198.135%
1302TestingTechnical SkillsSoftware development1 1,277,91929.917% 69,95031.938% 2.021%6.754%
1297Training softwareTechnical SkillsBusiness applications3 4,5410.106% 2760.126% 0.020%18.538%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 5,8200.136% 1690.077% -0.059%-43.368%
1360TwitterTechnical SkillsSocial Networking1 61,1211.431% 4,6492.123% 0.692%48.344%
1411Unified ProcessTechnical SkillsSoftware development1 10,7210.251% 630.029% -0.222%-88.539%
123UNIX operating systemsTechnical SkillsBusiness applications5 636,82814.909% 15,0936.891% -8.018%-53.777%
1298UNIX ShellsTechnical SkillsBusiness applications4 135,6003.175% 4,3541.988% -1.187%-37.377%
1410Use CaseTechnical SkillsSoftware development1 30,5250.715% 1,2090.552% -0.163%-22.755%
48User-Interface DesignTechnical SkillsSoftware development2 284,9186.670% 11,2085.117% -1.553%-23.280%
836Video creation and editing softwareTechnical SkillsBusiness applications3 15,6870.367% 7820.357% -0.010%-2.777%
64Visual StudioTechnical SkillsSoftware development1 137,7703.225% 4,4422.028% -1.197%-37.118%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 6,3490.149% 4350.199% 0.050%33.624%
77Voice/Data TelecomTechnical SkillsHardware10 370,5588.675% 11,3075.163% -3.513%-40.490%
1299Web Application ServerTechnical SkillsBusiness applications8 184,2964.315% 2,7501.256% -3.059%-70.898%
1248Web platform development softwareTechnical SkillsSoftware development5 11,0940.260% 640.029% -0.231%-88.749%
65web programmerTechnical SkillsSoftware development4 91,4652.141% 1,4300.653% -1.488%-69.508%
58Web serversTechnical SkillsBusiness applications6 286,6156.710% 7,9893.648% -3.062%-45.638%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 211,7474.957% 5,6672.587% -2.370%-47.804%
1356Windows CETechnical SkillsMobile Platforms4 22,8160.534% 2130.097% -0.437%-81.793%
1102WirelessTechnical SkillsNetwork5 170,7063.996% 7,8643.591% -0.406%-10.154%
1363YouTubeTechnical SkillsSocial Networking2 8,5850.201% 1,6170.738% 0.537%267.343%
79.NETProgramming SkillsCurrent1 474,76311.115% 12,8325.859% -5.256%-47.287%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 1360.003% 90.004% 0.001%29.064%
209A programming language (APL)Programming SkillsLegacy2 6,0340.141% 5620.257% 0.115%81.649%
99AdaProgramming SkillsLegacy1 16,8280.394% 2,6161.194% 0.800%203.184%
80AJAXProgramming SkillsCurrent1 233,8065.474% 3,4391.570% -3.903%-71.313%
210Algorithmic language (ALGOL)Programming SkillsLegacy1 1060.002% 30.001% -0.001%-44.803%
192Apple AppleScriptProgramming SkillsCurrent1 6590.015% 260.012% -0.004%-23.053%
81ASPProgramming SkillsCurrent2 302,4407.080% 6,4412.941% -4.140%-58.465%
108AssemblyProgramming SkillsLegacy2 10,2940.241% 2850.130% -0.111%-46.004%
211AWKProgramming SkillsLegacy1 8,2680.194% 1730.079% -0.115%-59.192%
212BProgramming SkillsLegacy1 56,6871.327% 4,1991.917% 0.590%44.465%
83C#Programming SkillsCurrent2 462,35210.824% 17,1737.841% -2.983%-27.561%
82C/C++Programming SkillsCurrent3 678,59015.886% 28,53813.030% -2.856%-17.980%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 334,4447.830% 14,2416.502% -1.327%-16.954%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 1,1470.027% 160.007% -0.020%-72.794%
84CGIProgramming SkillsCurrent2 33,2880.779% 1,1830.540% -0.239%-30.690%
217ClipperProgramming SkillsLegacy1 7170.017% 330.015% -0.002%-10.237%
218CLUProgramming SkillsLegacy1 3720.009% 100.005% -0.004%-47.573%
100CobolProgramming SkillsLegacy1 31,5880.740% 7530.344% -0.396%-53.508%
85ColdFusionProgramming SkillsCurrent2 25,0880.587% 3920.179% -0.408%-69.527%
219Combined programming language (CPL)Programming SkillsLegacy1 5500.013% 250.011% -0.001%-11.350%
195Component object model (COM)Programming SkillsCurrent1 5630.013% 50.002% -0.011%-82.679%
125Database programmingProgramming SkillsCurrent3 95,3892.233% 1,7990.821% -1.412%-63.218%
196Distributed component object model (DCOM)Programming SkillsCurrent1 5,8730.137% 340.016% -0.122%-88.709%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 23,5310.551% 4200.192% -0.359%-65.189%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 7,2380.169% 3180.145% -0.024%-14.314%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 40,8880.957% 5250.240% -0.718%-74.958%
109ForthProgramming SkillsLegacy1 13,2900.311% 1,8900.863% 0.552%177.357%
102FortranProgramming SkillsLegacy1 6,2760.147% 3130.143% -0.004%-2.734%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 743,83917.414% 20,4049.316% -8.098%-46.502%
222JProgramming SkillsLegacy1 15,5970.365% 9870.451% 0.086%23.418%
87Java/J2EE/J2PProgramming SkillsCurrent4 953,37922.320% 37,91417.311% -5.009%-22.440%
97JavaScriptProgramming SkillsCurrent3 534,56012.515% 24,38511.134% -1.381%-11.033%
89JavaServer FacesProgramming SkillsCurrent3 34,9050.817% 4480.205% -0.613%-74.968%
88JavaServer PagesProgramming SkillsCurrent3 148,8103.484% 1,7140.783% -2.701%-77.536%
223Job control language (JCL)Programming SkillsLegacy2 20,7160.485% 4860.222% -0.263%-54.246%
126LAMPProgramming SkillsCurrent1 42,8171.002% 5740.262% -0.740%-73.854%
104LispProgramming SkillsLegacy1 2,5530.060% 1020.047% -0.013%-22.080%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 2,6530.062% 3800.174% 0.111%179.350%
201Microsoft ActiveXProgramming SkillsCurrent1 5,5360.130% 250.011% -0.118%-91.193%
107PascalProgramming SkillsLegacy1 1,9640.046% 500.023% -0.023%-50.349%
90PerlProgramming SkillsCurrent1 287,7326.736% 8,0363.669% -3.067%-45.530%
91PHPProgramming SkillsCurrent1 170,5233.992% 5,5202.520% -1.472%-36.867%
103PL/1Programming SkillsLegacy3 6830.016% 280.013% -0.003%-20.046%
105PrologProgramming SkillsLegacy1 1,7140.040% 470.021% -0.019%-46.520%
95PythonProgramming SkillsCurrent1 251,7785.894% 30,77114.050% 8.155%138.356%
228Register transfer language (RTL)Programming SkillsLegacy1 53,3031.248% 3970.181% -1.067%-85.474%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 1,8310.043% 900.041% -0.002%-4.136%
206Scripting languagesProgramming SkillsCurrent1 86,7222.030% 5,3642.449% 0.419%20.632%
101SmalltalkProgramming SkillsLegacy1 1,0690.025% 130.006% -0.019%-76.283%
92SQLProgramming SkillsCurrent3 1,272,92029.800% 47,02421.470% -8.330%-27.952%
110TCLProgramming SkillsLegacy1 17,8240.417% 5660.258% -0.159%-38.068%
98Unified Modeling LanguageProgramming SkillsCurrent2 112,8582.642% 1,7500.799% -1.843%-69.758%
93Visual BasicProgramming SkillsCurrent6 266,0256.228% 6,3952.920% -3.308%-53.117%
207Web service definition language (WSDL)Programming SkillsCurrent2 31,1380.729% 6530.298% -0.431%-59.100%
94XMLProgramming SkillsCurrent2 489,35311.456% 9,8754.509% -6.947%-60.643%
1342Computer ScienceMajorsComputer Science2 3,044,10871.266% 153,36970.026% -1.240%-1.739%
1344Information TechnologyMajorsInformation Technology3 1,845,57343.207% 82,13937.503% -5.703%-13.200%
1343Management Information SystemsMajorsManagement Information Systems9 1,132,80926.520% 70,42332.154% 5.634%21.244%

mis Degrees

Management Information Systems

2018-11-13Jobs Found:1,132,574Click 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 4,3680.386% 6520.926% 0.540%140.058%
2Attention to DetailsSoft SkillsProblem-solving skills1 4,5500.402% 3500.497% 0.095%23.711%
8Conflict ResolutionSoft SkillsInterpersonal skills1 7,9240.700% 7061.003% 0.303%43.289%
231CooperationSoft SkillsInterpersonal skills1 12,2701.083% 9291.319% 0.236%21.765%
3CreativitySoft SkillsProblem-solving skills4 33,9652.999% 3,5405.027% 2.028%67.619%
4Critical thinkingSoft SkillsProblem-solving skills3 19,9821.764% 2,9754.224% 2.460%139.442%
1300FlexibilitySoft SkillsWork ethic1 41,8063.691% 4,0175.704% 2.013%54.531%
232IndependenceSoft SkillsInterpersonal skills1 6,6620.588% 7481.062% 0.474%80.571%
13Initiative/Motivation to workSoft SkillsWork ethic5 162,40114.339% 12,61917.919% 3.580%24.965%
256InnovationSoft SkillsProblem-solving skills1 95,4098.424% 9,89714.054% 5.630%66.827%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 143,89412.705% 13,48919.154% 6.449%50.761%
1422InternshipSoft SkillsWork ethic3 18,5601.639% 2,6903.820% 2.181%133.091%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 9410.083% 1040.148% 0.065%77.744%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 97,9618.649% 9,90114.059% 5.410%62.547%
10LeadershipSoft SkillsInterpersonal skills1 273,97024.190% 21,01829.845% 5.655%23.379%
258LearningSoft SkillsProblem-solving skills1 70,5726.231% 9,61113.648% 7.416%119.022%
1Learning AbilitySoft SkillsProblem-solving skills3 21,5911.906% 2,0212.870% 0.963%50.538%
236ListeningSoft SkillsLanguage skills1 21,9711.940% 2,1903.110% 1.170%60.305%
260MathematicsSoft SkillsProblem-solving skills3 69,1366.104% 6,0538.595% 2.491%40.805%
261MemorizationSoft SkillsProblem-solving skills1 260.002% 30.004% 0.002%85.567%
18Negotiation SkillsSoft SkillsLanguage skills1 13,1621.162% 8941.269% 0.107%9.236%
262OptimizationSoft SkillsProblem-solving skills1 50,2324.435% 3,9125.555% 1.120%25.248%
19Oral CommunicationsSoft SkillsLanguage skills5 20,1991.783% 2,1443.044% 1.261%70.705%
273PersistenceSoft SkillsWork ethic1 4,0870.361% 3080.437% 0.076%21.199%
239PersuasionSoft SkillsLanguage skills1 2,4630.217% 2950.419% 0.201%92.624%
1301Physical SkillSoft SkillsWork ethic2 2,4040.212% 6680.949% 0.736%346.883%
240PresentationsSoft SkillsLanguage skills1 66,5685.878% 5,6968.088% 2.211%37.612%
265Problem Solving SkillsSoft SkillsProblem-solving skills3 242,86621.444% 17,29924.564% 3.121%14.553%
20Questioning skillsSoft SkillsLanguage skills1 2900.026% 310.044% 0.018%71.916%
241Reading ComprehensionSoft SkillsLanguage skills1 3380.030% 1100.156% 0.126%423.393%
6Research skillsSoft SkillsProblem-solving skills1 2,2000.194% 2400.341% 0.147%75.445%
15ResponsibilitySoft SkillsWork ethic2 132,38611.689% 10,59715.048% 3.359%28.734%
234Self ControlSoft SkillsInterpersonal skills1 2370.021% 190.027% 0.006%28.931%
11Self-esteemSoft SkillsInterpersonal skills1 530.005% 120.017% 0.012%264.131%
16Self-managementSoft SkillsWork ethic1 1,4730.130% 1160.165% 0.035%26.651%
250Stress ToleranceSoft SkillsPhysical skills1 3020.027% 670.095% 0.068%256.796%
12TeamworkSoft SkillsInterpersonal skills1 63,2605.586% 4,6816.647% 1.061%19.004%
17Time ManagementSoft SkillsWork ethic2 49,1434.339% 4,3326.151% 1.812%41.768%
268VisualizationSoft SkillsProblem-solving skills1 11,4251.009% 2,2553.202% 2.193%217.426%
7Working under pressureSoft SkillsProblem-solving skills1 6960.061% 930.132% 0.071%114.895%
21Written CommunicationsSoft SkillsLanguage skills5 184,03216.249% 13,37218.988% 2.739%16.857%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 54,1594.782% 9,94214.118% 9.336%195.226%
172Account managementBusiness SkillsManagement skills1 14,3021.263% 9631.367% 0.105%8.288%
22AccountingBusiness SkillsBusiness processes4 139,32512.302% 8,79612.490% 0.189%1.533%
1263Accounting softwareBusiness SkillsBusiness processes7 7,1590.632% 6910.981% 0.349%55.231%
174AdministrationBusiness SkillsManagement skills3 332,49629.358% 21,63030.714% 1.357%4.622%
1313AnalystBusiness SkillsProject management1 283,11324.997% 16,88923.982% -1.015%-4.061%
175Application managementBusiness SkillsManagement skills5 97,5688.615% 5,7948.227% -0.387%-4.496%
150Asset managementBusiness SkillsBusiness processes1 22,3701.975% 1,5832.248% 0.273%13.806%
151AuditingBusiness SkillsBusiness processes5 108,5459.584% 8,75312.429% 2.845%29.688%
1264Auditing softwareBusiness SkillsBusiness processes1 1910.017% 10.001% -0.015%-91.580%
152BillingBusiness SkillsBusiness processes1 31,1832.753% 2,2913.253% 0.500%18.157%
153Bills of LadingBusiness SkillsBusiness processes1 640.006% 180.026% 0.020%352.319%
1314Business AnalystBusiness SkillsProject management1 89,4757.900% 4,4536.323% -1.577%-19.961%
35Business IntelligenceBusiness SkillsStrategy skills1 60,3565.329% 3,6845.231% -0.098%-1.836%
155Business performance management (BPM)Business SkillsBusiness processes2 7,0630.624% 4260.605% -0.019%-3.000%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 19,3241.706% 4900.696% -1.010%-59.220%
36Business StrategyBusiness SkillsStrategy skills3 256,56922.654% 20,53929.165% 6.512%28.744%
182Calendar and schedulingBusiness SkillsProject management3 57,3145.061% 4,1255.857% 0.797%15.748%
156Capacity planningBusiness SkillsBusiness processes1 26,1852.312% 1,0591.504% -0.808%-34.958%
28Change ManagementBusiness SkillsManagement skills1 64,7415.716% 5,1457.306% 1.590%27.808%
183Content workflowBusiness SkillsProject management1 700.006% 10.001% -0.005%-77.025%
24Contracting and legalBusiness SkillsBusiness processes2 74,7326.598% 6,4819.203% 2.605%39.472%
176CoordinationBusiness SkillsManagement skills1 77,6056.852% 6,5869.352% 2.500%36.485%
157Cost accountingBusiness SkillsBusiness processes1 3,2560.287% 1900.270% -0.018%-6.153%
158Cost estimationBusiness SkillsBusiness processes1 1,2230.108% 770.109% 0.001%1.255%
1312Customer SupportBusiness SkillsBusiness processes6 269,43823.790% 16,49823.427% -0.363%-1.525%
1339EducationBusiness SkillsIndustry Segment1 13,6041.201% 2,0032.844% 1.643%136.792%
1333EnergyBusiness SkillsIndustry Segment1 69,2036.110% 4,4526.322% 0.212%3.462%
1340EntertainmentBusiness SkillsIndustry Segment1 17,7081.564% 1,1101.576% 0.013%0.810%
1319EnvironmentalBusiness SkillsEnvironmental16 30,6992.711% 3,8445.458% 2.748%101.378%
1320Environmental StrategyBusiness SkillsEnvironmental8 5,1440.454% 1,4192.015% 1.561%343.643%
161FinancialBusiness SkillsBusiness processes2 304,71626.905% 21,62930.713% 3.808%14.155%
1275Financial Analysis softwareBusiness SkillsBusiness processes7 1,9070.168% 960.136% -0.032%-19.040%
1332Health CareBusiness SkillsIndustry Segment2 183,12216.169% 11,92616.935% 0.766%4.738%
177Human resourcesBusiness SkillsManagement skills2 64,8265.724% 5,2977.522% 1.798%31.411%
1336InsuranceBusiness SkillsIndustry Segment1 9,0340.798% 4550.646% -0.152%-19.000%
1316Managing/SupervisionBusiness SkillsManagement skills5 505,09044.597% 31,38944.572% -0.025%-0.055%
1334ManufacturingBusiness SkillsIndustry Segment2 76,5686.761% 4,6726.634% -0.126%-1.869%
26MarketingBusiness SkillsBusiness processes1 93,9248.293% 6,2978.942% 0.649%7.822%
185MonitoringBusiness SkillsProject management1 165,53714.616% 13,25618.823% 4.207%28.786%
179NegotiationBusiness SkillsManagement skills1 52,0934.600% 3,4554.906% 0.307%6.665%
163Operation and ControlBusiness SkillsBusiness processes2 1,0740.095% 2760.392% 0.297%313.292%
29Outsourcing ManagementBusiness SkillsManagement skills3 34,5353.049% 7831.112% -1.937%-63.537%
167ProcurementBusiness SkillsBusiness processes1 30,5502.697% 2,5093.563% 0.865%32.081%
1290Project Management softwareBusiness SkillsProject management3 44,4273.923% 1,6852.393% -1.530%-39.003%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 270,03823.843% 15,98422.697% -1.146%-4.805%
168QualityBusiness SkillsBusiness processes1 353,85631.244% 26,28337.322% 6.078%19.454%
1337Real EstateBusiness SkillsIndustry Segment2 11,2540.994% 8501.207% 0.213%21.469%
1335RetailBusiness SkillsIndustry Segment2 194,36117.161% 10,11114.358% -2.803%-16.336%
34Risk ManagementBusiness SkillsProject management1 56,9955.032% 6,0988.659% 3.627%72.069%
169Service OrientationBusiness SkillsBusiness processes1 10,8100.954% 9021.281% 0.326%34.194%
27Supply Chain ManagementBusiness SkillsBusiness processes3 39,1973.461% 2,9184.144% 0.683%19.725%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 2,9770.263% 1420.202% -0.061%-23.288%
178TeachingBusiness SkillsManagement skills7 38,9223.437% 4,3056.113% 2.676%77.881%
190TimekeepingBusiness SkillsProject management3 26,6262.351% 1,5732.234% -0.117%-4.989%
1296Timekeeping softwareBusiness SkillsProject management1 2,0790.184% 1780.253% 0.069%37.695%
171Total quality management (TQM)Business SkillsBusiness processes2 1,7080.151% 670.095% -0.056%-36.913%
180TroubleshootingBusiness SkillsManagement skills1 166,40114.692% 11,19115.891% 1.199%8.160%
181VerificationBusiness SkillsManagement skills1 47,7494.216% 3,9395.593% 1.377%32.670%
1338Waste ManagementBusiness SkillsIndustry Segment1 2,4320.215% 490.070% -0.145%-67.597%
191WorkflowBusiness SkillsProject management1 65,1005.748% 4,3536.181% 0.433%7.537%
31Working GloballyBusiness SkillsManagement skills3 4,6960.415% 1500.213% -0.202%-48.629%
32Working with Virtual TeamsBusiness SkillsManagement skills2 2,3770.210% 1600.227% 0.017%8.254%
514GLTechnical SkillsSoftware development3 2,5120.222% 720.102% -0.120%-53.904%
987Access servers & softwareTechnical SkillsNetwork10 45,6404.030% 3,0614.347% 0.317%7.862%
38Agile Development MethodsTechnical SkillsSoftware development13 49,4314.364% 6,2678.899% 4.535%103.898%
304Algorithmic softwareTechnical SkillsBusiness applications1 370.003% 00.000% -0.003%-100.000%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 9070.080% 720.102% 0.022%27.667%
1352AndroidTechnical SkillsMobile Platforms3 8,3250.735% 1,1621.650% 0.915%124.478%
1351Apple iOSTechnical SkillsMobile Platforms6 5,6810.502% 5590.794% 0.292%58.248%
120Apple operating systemsTechnical SkillsBusiness applications6 22,4451.982% 2,2963.260% 1.279%64.515%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 7670.068% 600.085% 0.017%25.808%
1423Artificial IntelligenceTechnical SkillsInformation mgmt5 7,5230.664% 2,0592.924% 2.260%340.167%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 90.001% 00.000% -0.001%-100.000%
1265Backup & RecoveryTechnical SkillsTechnical applications16 116,87110.319% 6,1958.797% -1.522%-14.752%
1386BiometricTechnical SkillsInformation mgmt2 4,3550.385% 1750.248% -0.136%-35.375%
1353BlackberryTechnical SkillsMobile Platforms2 8,0870.714% 1310.186% -0.528%-73.948%
336Borland DelphiTechnical SkillsBusiness applications1 1,7310.153% 330.047% -0.106%-69.340%
337Borland JBuilderTechnical SkillsBusiness applications1 1,0290.091% 110.016% -0.075%-82.808%
338Borland ParadoxTechnical SkillsBusiness applications1 1530.014% 50.007% -0.006%-47.443%
72Business Continuity PlanningTechnical SkillsHardware2 21,0401.858% 1,4752.094% 0.237%12.745%
352Cadence OpusTechnical SkillsBusiness applications1 3790.033% 250.035% 0.002%6.085%
868CalculatorsTechnical SkillsHardware1 1,8740.165% 1340.190% 0.025%14.997%
39CASE ToolsTechnical SkillsSoftware development1 56,9335.027% 4,1915.951% 0.924%18.387%
367Categorization or classification softwareTechnical SkillsBusiness applications1 4,7510.419% 2100.298% -0.121%-28.914%
112CertificationTechnical SkillsMisc3 285,40825.200% 22,85932.460% 7.260%28.808%
78CiscoTechnical SkillsHardware1 61,4695.427% 3,5004.970% -0.457%-8.428%
1009Cisco Systems IOSTechnical SkillsNetwork1 13,0941.156% 1,5162.153% 0.997%86.200%
40Client-ServerTechnical SkillsSoftware development1 29,8702.637% 6150.873% -1.764%-66.888%
1011Cluster server softwareTechnical SkillsNetwork8 15,5851.376% 8581.218% -0.158%-11.461%
1147CMAKETechnical SkillsSoftware development1 470.004% 70.010% 0.006%139.526%
1151Compatibility testingTechnical SkillsSoftware development1 2000.018% 190.027% 0.009%52.783%
1152CompilersTechnical SkillsSoftware development5 10,2230.903% 1,0901.548% 0.645%71.475%
1255Compliance softwareTechnical SkillsTechnical applications3 14,0601.241% 1,2511.776% 0.535%43.095%
385Computer aided design (CAD)Technical SkillsBusiness applications12 7,1320.630% 6270.890% 0.261%41.387%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 1,4640.129% 750.106% -0.023%-17.610%
875Computer diagnosticsTechnical SkillsHardware5 53,2434.701% 4,0585.762% 1.061%22.575%
1107Computer forensicsTechnical SkillsSecurity1 4,3970.388% 2390.339% -0.049%-12.583%
1266Computer HardwareTechnical SkillsHardware15 33,9993.002% 2,7783.945% 0.943%31.407%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 7540.067% 370.053% -0.014%-21.081%
1015Computer serversTechnical SkillsNetwork6 117,29110.356% 6,4939.220% -1.136%-10.971%
1267Computer UtilitiesTechnical SkillsMisc1 1630.014% 170.024% 0.010%67.731%
59Content ManagerTechnical SkillsBusiness applications1 1,6730.148% 210.030% -0.118%-79.813%
1396Continuous ImprovementTechnical SkillsSoftware development1 25,7392.273% 3,5365.021% 2.748%120.939%
878ControllersTechnical SkillsHardware3 6,6790.590% 4520.642% 0.052%8.838%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 8310.073% 750.106% 0.033%45.148%
407Customer information control system (CICS)Technical SkillsBusiness applications2 5,9180.523% 1870.266% -0.257%-49.182%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 79,8067.046% 4,2225.995% -1.051%-14.919%
1368Cyber SecurityTechnical SkillsInformation mgmt3 32,9692.911% 6,2068.812% 5.901%202.732%
953Data acquisition systemsTechnical SkillsInformation mgmt1 5,8900.520% 3790.538% 0.018%3.485%
955Data compression softwareTechnical SkillsInformation mgmt1 1,7410.154% 900.128% -0.026%-16.863%
956Data conversion softwareTechnical SkillsInformation mgmt1 7,7860.687% 3860.548% -0.139%-20.269%
958Data dictionaryTechnical SkillsInformation mgmt1 4,6380.410% 1980.281% -0.128%-31.343%
959Data entryTechnical SkillsInformation mgmt1 7,5050.663% 8541.213% 0.550%83.003%
962Data mappingTechnical SkillsInformation mgmt1 7,6850.679% 4820.684% 0.006%0.868%
67Data MiningTechnical SkillsInformation mgmt5 18,3901.624% 1,5822.246% 0.623%38.349%
963Data modelingTechnical SkillsInformation mgmt1 43,1313.808% 2,0202.868% -0.940%-24.679%
68Data WarehousingTechnical SkillsInformation mgmt2 65,4575.779% 3,0514.332% -1.447%-25.039%
69Database AdministrationTechnical SkillsInformation mgmt12 87,8267.755% 3,6365.163% -2.591%-33.419%
969Database design softwareTechnical SkillsInformation mgmt15 65,8375.813% 2,7363.885% -1.928%-33.166%
1268Database ReportingTechnical SkillsInformation mgmt3 25,7172.271% 7271.032% -1.238%-54.536%
1269Database SecurityTechnical SkillsInformation mgmt2 850.008% 150.021% 0.014%183.808%
1373Database SecurityTechnical SkillsInformation mgmt1 3680.032% 260.037% 0.004%13.626%
1270Database ServersTechnical SkillsInformation mgmt3 15,8861.403% 3440.488% -0.914%-65.175%
1271Database TestingTechnical SkillsInformation mgmt1 1,1090.098% 590.084% -0.014%-14.440%
1160DebuggingTechnical SkillsSoftware development7 63,1775.578% 4,1945.955% 0.377%6.763%
1385DecryptionTechnical SkillsInformation mgmt2 2710.024% 230.033% 0.009%36.493%
418Desktop publishing softwareTechnical SkillsBusiness applications13 15,3281.353% 2,3333.313% 1.959%144.783%
1272Development EnvironmentTechnical SkillsSoftware development13 36,8713.256% 2,1873.106% -0.150%-4.607%
1273Digital ImagingTechnical SkillsHardware1 1,2010.106% 70.010% -0.096%-90.626%
883Digital Signal Processor (DSP)Technical SkillsHardware2 9220.081% 1160.165% 0.083%102.339%
423Disk operating system (DOS)Technical SkillsBusiness applications1 3,6980.327% 1550.220% -0.106%-32.591%
1307Doctor of PhilosophyTechnical SkillsMisc3 22,2871.968% 1,9962.834% 0.866%44.033%
973Document management softwareTechnical SkillsInformation mgmt4 14,7421.302% 9141.298% -0.004%-0.289%
1020Domain name system (DNS)Technical SkillsNetwork3 38,9403.438% 2,2113.140% -0.299%-8.684%
61DreamweaverTechnical SkillsSoftware development1 4,9140.434% 670.095% -0.339%-78.072%
54DSS/GDSSTechnical SkillsBusiness applications5 20,3211.794% 1,1851.683% -0.112%-6.217%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 350.003% 10.001% -0.002%-54.050%
62EclipseTechnical SkillsSoftware development1 17,3011.528% 6370.905% -0.623%-40.787%
1308Electronic CommerceTechnical SkillsBusiness applications2 33,2682.937% 1,4952.123% -0.814%-27.729%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 13,0981.156% 5910.839% -0.317%-27.434%
1023Electronic mail softwareTechnical SkillsNetwork8 22,1321.954% 1,3041.852% -0.102%-5.244%
1384EncryptionTechnical SkillsInformation mgmt1 520.005% 160.023% 0.018%394.844%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 80,9817.150% 4,1985.961% -1.189%-16.630%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications15 85,3867.539% 4,7366.725% -0.814%-10.797%
1321Environmental CertificationTechnical SkillsEnvironmental1 1210.011% 360.051% 0.040%378.486%
1328Environmental CleanupTechnical SkillsEnvironmental1 470.004% 10.001% -0.003%-65.782%
1329Environmental EnergyTechnical SkillsEnvironmental21 5,7870.511% 4830.686% 0.175%34.229%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 3,2800.290% 2370.337% 0.047%16.205%
1327Environmental PollutionTechnical SkillsEnvironmental21 3,8010.336% 4260.605% 0.269%80.245%
1324Environmental Pollution ControlTechnical SkillsEnvironmental8 2,3690.209% 2470.351% 0.142%67.681%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental7 6970.062% 820.116% 0.055%89.205%
1326Environmental Product StewardshipTechnical SkillsEnvironmental12 4,2460.375% 3400.483% 0.108%28.781%
1331Environmental ScienceTechnical SkillsEnvironmental2 1,1670.103% 160.023% -0.080%-77.950%
1322Environmental TechnologyTechnical SkillsEnvironmental2 2710.024% 200.028% 0.004%18.690%
461Expert system softwareTechnical SkillsBusiness applications1 4090.036% 190.027% -0.009%-25.289%
1359FacebookTechnical SkillsSocial Networking1 133,75311.810% 1,4912.117% -9.692%-82.072%
463Facilities management softwareTechnical SkillsBusiness applications4 7,2400.639% 3840.545% -0.094%-14.701%
468Flight control softwareTechnical SkillsBusiness applications1 1470.013% 130.018% 0.005%42.226%
469Flowchart softwareTechnical SkillsBusiness applications5 4,3060.380% 2020.287% -0.093%-24.555%
1367ForensicTechnical SkillsInformation mgmt2 17,8291.574% 1,4502.059% 0.485%30.796%
1112Fraud DetectionTechnical SkillsSecurity1 7,8780.696% 1,0891.546% 0.851%122.313%
63FrontPageTechnical SkillsSoftware development1 1,3550.120% 60.009% -0.111%-92.879%
475Fund accounting softwareTechnical SkillsBusiness applications1 1,1910.105% 670.095% -0.010%-9.528%
1260GamingTechnical SkillsMisc2 16,8671.489% 9621.366% -0.123%-8.275%
113Generic databasesTechnical SkillsInformation mgmt2 183,40116.193% 11,28916.030% -0.163%-1.007%
1365Google AppsTechnical SkillsBusiness applications4 3,3440.295% 1940.275% -0.020%-6.699%
1364Google PlusTechnical SkillsSocial Networking1 560.005% 180.026% 0.021%416.936%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications31 71,8336.342% 4,9296.999% 0.657%10.354%
484Graphic softwareTechnical SkillsBusiness applications16 86,1427.606% 4,9967.094% -0.512%-6.726%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 13,5161.193% 3530.501% -0.692%-57.997%
1323Green ITTechnical SkillsEnvironmental9 2,6620.235% 1120.159% -0.076%-32.335%
893Guidance systemsTechnical SkillsHardware1 520.005% 50.007% 0.003%54.639%
1371HackingTechnical SkillsInformation mgmt5 6,1910.547% 8071.146% 0.599%109.635%
895Hardware description language (HDL)Technical SkillsHardware2 700.006% 130.018% 0.012%198.674%
1277Hardware DesignTechnical SkillsHardware20 4,3700.386% 5210.740% 0.354%91.738%
1278Hardware TestingTechnical SkillsHardware4 1,1930.105% 1490.212% 0.106%100.862%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 7190.063% 1700.241% 0.178%280.253%
492Helpdesk or call centerTechnical SkillsBusiness applications2 58,5945.174% 3,6995.253% 0.079%1.527%
1377Homeland SecurityTechnical SkillsInformation mgmt1 52,2424.613% 1,3191.873% -2.740%-59.395%
114IBM databasesTechnical SkillsInformation mgmt2 35,4273.128% 9761.386% -1.742%-55.693%
121IBM operating systemsTechnical SkillsBusiness applications4 25,5672.257% 7141.014% -1.244%-55.087%
898Image capture devicesTechnical SkillsHardware9 6,3830.564% 7451.058% 0.494%87.708%
524Industrial control softwareTechnical SkillsBusiness applications3 3,8880.343% 4290.609% 0.266%77.453%
975Information retrieval or search softwareTechnical SkillsInformation mgmt5 16,6281.468% 1,2301.747% 0.278%18.964%
1375Information SecurityTechnical SkillsInformation mgmt3 78,3326.916% 7,79111.063% 4.147%59.958%
899InfraredTechnical SkillsHardware1 7650.068% 340.048% -0.019%-28.522%
1180InstallationTechnical SkillsSoftware development1 121,13810.696% 7,12210.113% -0.583%-5.447%
901Interface definition language (IDL)Technical SkillsHardware1 2840.025% 200.028% 0.003%13.257%
536Internet browser softwareTechnical SkillsBusiness applications4 8,2400.728% 5440.772% 0.045%6.175%
1393Intrusion DetectionTechnical SkillsInformation mgmt1 20,4371.804% 1,1991.703% -0.102%-5.647%
541Inventory management softwareTechnical SkillsBusiness applications3 7,6500.675% 6920.983% 0.307%45.478%
1414ISO 9000Technical SkillsSoftware development1 2,3610.208% 570.081% -0.128%-61.173%
73IT Architecture/StandardsTechnical SkillsHardware2 11,0900.979% 7241.028% 0.049%4.993%
1357Java METechnical SkillsMobile Platforms2 1140.010% 10.001% -0.009%-85.893%
1035KernelTechnical SkillsNetwork1 2,9420.260% 1280.182% -0.078%-30.029%
907LasersTechnical SkillsHardware1 1450.013% 320.045% 0.033%254.923%
1038License management softwareTechnical SkillsNetwork1 1,1660.103% 810.115% 0.012%11.722%
1361LinkedInTechnical SkillsSocial Networking1 8,1250.717% 1,5022.133% 1.415%197.303%
908Mainframe computersTechnical SkillsHardware2 37,2753.291% 1,1541.639% -1.653%-50.210%
124Mainframe operating systemsTechnical SkillsBusiness applications8 16,2061.431% 6980.991% -0.440%-30.732%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications9 24,7832.188% 1,2231.737% -0.452%-20.636%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 7,8240.691% 3300.469% -0.222%-32.168%
1281Medical softwareTechnical SkillsBusiness applications9 12,3071.087% 8871.260% 0.173%15.911%
115Microsoft databasesTechnical SkillsInformation mgmt5 180,94015.976% 7,83111.120% -4.856%-30.396%
119Microsoft operating systemsTechnical SkillsBusiness applications4 242,44221.406% 11,63816.526% -4.880%-22.799%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 1,9280.170% 1680.239% 0.068%40.137%
625MultimediaTechnical SkillsBusiness applications1 5,4800.484% 3770.535% 0.051%10.640%
1362MySpaceTechnical SkillsSocial Networking1 1,8810.166% 250.035% -0.131%-78.625%
74Network administrationTechnical SkillsHardware17 124,11310.958% 7,19410.215% -0.743%-6.781%
1282Network Administration softwareTechnical SkillsNetwork18 75,8146.694% 4,5776.499% -0.195%-2.908%
1283Network HardwareTechnical SkillsNetwork11 47,3904.184% 2,5123.567% -0.617%-14.752%
1284Network Monitoring softwareTechnical SkillsNetwork15 33,1772.929% 2,0472.907% -0.023%-0.772%
1059Network operation system software (NOS)Technical SkillsNetwork2 1,3960.123% 840.119% -0.004%-3.229%
1122Network securityTechnical SkillsSecurity1 49,4114.363% 2,5533.625% -0.737%-16.904%
1369Network SecurityTechnical SkillsInformation mgmt1 7,0610.623% 3240.460% -0.163%-26.204%
1285Network Security softwareTechnical SkillsSecurity36 111,1769.816% 8,46812.024% 2.208%22.496%
1286Network softwareTechnical SkillsNetwork6 22,0021.943% 9831.396% -0.547%-28.147%
1287Network TestingTechnical SkillsNetwork11 16,8521.488% 8981.275% -0.213%-14.301%
1065Novell network softwareTechnical SkillsNetwork2 2,3820.210% 310.044% -0.166%-79.070%
643OberonTechnical SkillsBusiness applications1 1650.015% 60.009% -0.006%-41.518%
1413Object Oriented DesignTechnical SkillsSoftware development2 14,6991.298% 4480.636% -0.662%-50.984%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 83,0087.329% 3,1434.463% -2.866%-39.106%
1288Office ApplicationsTechnical SkillsBusiness applications13 228,70320.193% 16,87323.960% 3.766%18.651%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 14,3071.263% 4440.630% -0.633%-50.090%
116Open-source databasesTechnical SkillsInformation mgmt4 33,8652.990% 2,2043.130% 0.140%4.668%
118Open-source operating systemsTechnical SkillsBusiness applications8 126,07911.132% 8,11411.522% 0.390%3.501%
56Operating SystemsTechnical SkillsBusiness applications3 126,49211.169% 7,64810.860% -0.308%-2.762%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 9000.079% 680.097% 0.017%21.512%
117Oracle databasesTechnical SkillsInformation mgmt1 215,26719.007% 8,15311.577% -7.430%-39.090%
1354Palm OSTechnical SkillsMobile Platforms3 1530.014% 10.001% -0.012%-89.489%
1376Penetration TestingTechnical SkillsInformation mgmt5 53,8274.753% 5,6588.034% 3.282%69.050%
1289Physical ToolsTechnical SkillsHardware1 420.004% 100.014% 0.010%282.915%
683Point of sale (POS)Technical SkillsBusiness applications3 7,5500.667% 8301.179% 0.512%76.800%
686PolkaTechnical SkillsBusiness applications1 90.001% 90.013% 0.012%1,508.244%
931PrintersTechnical SkillsHardware3 15,1431.337% 1,7672.509% 1.172%87.662%
43ProgrammingTechnical SkillsSoftware development1 256,43622.642% 13,44819.096% -3.546%-15.661%
700ProvisioningTechnical SkillsBusiness applications1 18,9681.675% 1,3551.924% 0.249%14.887%
1405Rapid Application DevelopmentTechnical SkillsSoftware development2 6,3830.564% 1510.214% -0.349%-61.954%
1258Rate ControlTechnical SkillsTechnical applications1 80.001% 20.003% 0.002%302.061%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 13,1241.159% 1280.182% -0.977%-84.315%
1077Remote control softwareTechnical SkillsNetwork2 1,6710.148% 850.121% -0.027%-18.192%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 8280.073% 320.045% -0.028%-37.846%
1379Risk AnalysisTechnical SkillsInformation mgmt1 11,9181.052% 1,0391.475% 0.423%40.205%
1262RoboticsTechnical SkillsHardware3 3,6670.324% 7111.010% 0.686%211.825%
1318RSATechnical SkillsSecurity1 7,9060.698% 2550.362% -0.336%-48.128%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 11,6401.028% 1,2661.798% 0.770%74.917%
44SDLCTechnical SkillsSoftware development7 156,47513.816% 7,83211.121% -2.695%-19.503%
1132Secure shell (SSH)Technical SkillsSecurity1 540.005% 00.000% -0.005%-100.000%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 13,4621.189% 6990.993% -0.196%-16.494%
76SecurityTechnical SkillsHardware4 792,64369.986% 30,52543.345% -26.641%-38.066%
1382Security AuditTechnical SkillsInformation mgmt1 2,0830.184% 1510.214% 0.031%16.584%
1315Security ClearanceTechnical SkillsMisc2 139,80012.344% 7,43110.552% -1.792%-14.515%
1381Security PlanTechnical SkillsInformation mgmt1 2,3120.204% 2570.365% 0.161%78.771%
1380Security PolicyTechnical SkillsInformation mgmt2 35,8373.164% 3,0834.378% 1.214%38.355%
1135Security testing softwareTechnical SkillsSecurity1 4,7580.420% 6730.956% 0.536%127.480%
60Sharepoint ServerTechnical SkillsBusiness applications1 5,2500.464% 910.129% -0.334%-72.124%
1084Signal generatorsTechnical SkillsNetwork1 1810.016% 100.014% -0.002%-11.147%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 9,1360.807% 3090.439% -0.368%-45.606%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 30,5802.700% 1,8532.631% -0.069%-2.548%
1220Simulation softwareTechnical SkillsSoftware development5 16,8511.488% 9551.356% -0.132%-8.856%
1366Social NetworkTechnical SkillsSocial Networking1 1,5420.136% 630.089% -0.047%-34.294%
1358Social NetworkingTechnical SkillsSocial Networking1 7,9680.704% 670.095% -0.608%-86.477%
42Software DevelopmentTechnical SkillsSoftware development2 226,91320.035% 10,98915.604% -4.431%-22.116%
1291Software Development softwareTechnical SkillsSoftware development3 2,4590.217% 300.043% -0.175%-80.379%
1309Software EngineeringTechnical SkillsSoftware development1 97,0078.565% 5,6898.078% -0.487%-5.684%
1292Software InstallationTechnical SkillsSoftware development4 141,70312.512% 9,36813.302% 0.791%6.321%
1223Software librariesTechnical SkillsSoftware development1 2310.020% 120.017% -0.003%-16.455%
1293Software MaintenanceTechnical SkillsSoftware development1 6,7940.600% 2220.315% -0.285%-47.449%
1294Software TestingTechnical SkillsSoftware development14 123,79610.930% 7,86811.172% 0.242%2.214%
1225Source code management (SCM)Technical SkillsSoftware development5 32,5162.871% 2,0222.871% 0.000%0.008%
1229Static analysis softwareTechnical SkillsSoftware development1 3320.029% 650.092% 0.063%214.867%
772Statistical analysis softwareTechnical SkillsBusiness applications26 93,6648.270% 8,34511.850% 3.580%43.287%
774Statistical softwareTechnical SkillsBusiness applications1 47,0384.153% 3,9545.615% 1.461%35.189%
1230Stress testing softwareTechnical SkillsSoftware development1 2,5500.225% 1410.200% -0.025%-11.074%
122Sun operating systemsTechnical SkillsBusiness applications3 53,2664.703% 1,0351.470% -3.233%-68.751%
939Surveillance systemsTechnical SkillsHardware5 10,8540.958% 1,0491.490% 0.531%55.431%
791Symantec softwareTechnical SkillsBusiness applications1 9,9440.878% 3380.480% -0.398%-45.335%
1355SymbianTechnical SkillsMobile Platforms1 320.003% 00.000% -0.003%-100.000%
1310System AdministrationTechnical SkillsNetwork4 98,5458.701% 4,8576.897% -1.804%-20.734%
45System TestingTechnical SkillsSoftware development5 28,3432.503% 1,5582.212% -0.290%-11.596%
46Systems AnalysisTechnical SkillsSoftware development8 143,15212.640% 7,81211.093% -1.547%-12.236%
47Systems DesignTechnical SkillsSoftware development1 22,3741.976% 1,2711.805% -0.171%-8.640%
1233Systems EvaluationTechnical SkillsSoftware development1 2290.020% 630.089% 0.069%342.443%
1234Systems integrationTechnical SkillsSoftware development8 86,0227.595% 1,7032.418% -5.177%-68.161%
75TCP/IPTechnical SkillsHardware3 55,7994.927% 2,6103.706% -1.221%-24.774%
1235Technology DesignTechnical SkillsSoftware development1 1,1880.105% 980.139% 0.034%32.667%
1236TemplatesTechnical SkillsSoftware development1 21,1811.870% 1,3501.917% 0.047%2.504%
1239Test implementationTechnical SkillsSoftware development1 4500.040% 960.136% 0.097%243.092%
1302TestingTechnical SkillsSoftware development1 388,32634.287% 24,66935.030% 0.743%2.166%
1297Training softwareTechnical SkillsBusiness applications3 1,6260.144% 1190.169% 0.025%17.701%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 1,2550.111% 460.065% -0.045%-41.052%
1360TwitterTechnical SkillsSocial Networking1 15,7211.388% 1,5422.190% 0.802%57.745%
1411Unified ProcessTechnical SkillsSoftware development1 3,5580.314% 100.014% -0.300%-95.480%
123UNIX operating systemsTechnical SkillsBusiness applications5 153,87313.586% 4,9857.079% -6.507%-47.898%
1298UNIX ShellsTechnical SkillsBusiness applications4 35,1313.102% 1,4262.025% -1.077%-34.720%
1410Use CaseTechnical SkillsSoftware development1 10,8840.961% 4090.581% -0.380%-39.565%
48User-Interface DesignTechnical SkillsSoftware development2 38,2353.376% 2,4493.478% 0.102%3.010%
836Video creation and editing softwareTechnical SkillsBusiness applications3 2,2790.201% 660.094% -0.108%-53.425%
64Visual StudioTechnical SkillsSoftware development1 37,1713.282% 1,5982.269% -1.013%-30.861%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 1,3680.121% 610.087% -0.034%-28.287%
77Voice/Data TelecomTechnical SkillsHardware10 110,2359.733% 4,2826.080% -3.653%-37.529%
1299Web Application ServerTechnical SkillsBusiness applications8 54,5984.821% 1,1871.686% -3.135%-65.036%
1248Web platform development softwareTechnical SkillsSoftware development5 2,3880.211% 210.030% -0.181%-85.857%
65web programmerTechnical SkillsSoftware development4 11,7251.035% 5800.824% -0.212%-20.445%
58Web serversTechnical SkillsBusiness applications6 78,9196.968% 2,9704.217% -2.751%-39.476%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 51,8364.577% 1,6282.312% -2.265%-49.490%
1356Windows CETechnical SkillsMobile Platforms4 2,2170.196% 610.087% -0.109%-55.750%
1102WirelessTechnical SkillsNetwork5 45,5064.018% 2,5273.588% -0.430%-10.692%
1363YouTubeTechnical SkillsSocial Networking2 1,1850.105% 3410.484% 0.380%362.794%
79.NETProgramming SkillsCurrent1 119,31610.535% 4,3666.200% -4.335%-41.151%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 30.000% 00.000% -0.000%-100.000%
209A programming language (APL)Programming SkillsLegacy2 1,5540.137% 1870.266% 0.128%93.527%
99AdaProgramming SkillsLegacy1 5,5580.491% 1,1191.589% 1.098%223.790%
80AJAXProgramming SkillsCurrent1 43,9713.882% 1,0241.454% -2.428%-62.547%
210Algorithmic language (ALGOL)Programming SkillsLegacy1 270.002% 00.000% -0.002%-100.000%
192Apple AppleScriptProgramming SkillsCurrent1 730.006% 70.010% 0.003%54.215%
81ASPProgramming SkillsCurrent2 83,7227.392% 2,5283.590% -3.802%-51.439%
108AssemblyProgramming SkillsLegacy2 1,0350.091% 550.078% -0.013%-14.538%
211AWKProgramming SkillsLegacy1 1,8310.162% 450.064% -0.098%-60.475%
212BProgramming SkillsLegacy1 15,1171.335% 1,3511.918% 0.584%43.728%
83C#Programming SkillsCurrent2 95,0438.392% 4,5656.482% -1.910%-22.755%
82C/C++Programming SkillsCurrent3 106,5659.409% 5,0867.222% -2.187%-23.244%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 59,9535.294% 3,8235.429% 0.135%2.552%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 4200.037% 40.006% -0.031%-84.683%
84CGIProgramming SkillsCurrent2 8,6040.760% 4730.672% -0.088%-11.588%
217ClipperProgramming SkillsLegacy1 2330.021% 60.009% -0.012%-58.586%
218CLUProgramming SkillsLegacy1 1510.013% 30.004% -0.009%-68.048%
100CobolProgramming SkillsLegacy1 13,7971.218% 3530.501% -0.717%-58.853%
85ColdFusionProgramming SkillsCurrent2 8,5940.759% 1780.253% -0.506%-66.690%
219Combined programming language (CPL)Programming SkillsLegacy1 3150.028% 70.010% -0.018%-64.261%
195Component object model (COM)Programming SkillsCurrent1 910.008% 40.006% -0.002%-29.308%
125Database programmingProgramming SkillsCurrent3 22,0591.948% 6280.892% -1.056%-54.215%
196Distributed component object model (DCOM)Programming SkillsCurrent1 1,6190.143% 110.016% -0.127%-89.073%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 3,3370.295% 780.111% -0.184%-62.408%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 1,7580.155% 790.112% -0.043%-27.730%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 9,6090.848% 1870.266% -0.583%-68.702%
109ForthProgramming SkillsLegacy1 5,7450.507% 8121.153% 0.646%127.310%
102FortranProgramming SkillsLegacy1 1,4940.132% 510.072% -0.059%-45.100%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 172,93515.269% 6,0398.575% -6.694%-43.839%
222JProgramming SkillsLegacy1 4,3410.383% 3340.474% 0.091%23.740%
87Java/J2EE/J2PProgramming SkillsCurrent4 187,49916.555% 9,02312.813% -3.743%-22.607%
97JavaScriptProgramming SkillsCurrent3 103,9109.175% 6,3348.994% -0.180%-1.967%
89JavaServer FacesProgramming SkillsCurrent3 8,7420.772% 1950.277% -0.495%-64.126%
88JavaServer PagesProgramming SkillsCurrent3 32,0962.834% 6690.950% -1.884%-66.478%
223Job control language (JCL)Programming SkillsLegacy2 7,5500.667% 2140.304% -0.363%-54.415%
126LAMPProgramming SkillsCurrent1 4,4130.390% 1530.217% -0.172%-44.242%
104LispProgramming SkillsLegacy1 1620.014% 160.023% 0.008%58.839%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 4320.038% 550.078% 0.040%104.753%
201Microsoft ActiveXProgramming SkillsCurrent1 1,3850.122% 110.016% -0.107%-87.227%
107PascalProgramming SkillsLegacy1 6950.061% 110.016% -0.046%-74.546%
90PerlProgramming SkillsCurrent1 52,0774.598% 2,0212.870% -1.728%-37.587%
91PHPProgramming SkillsCurrent1 25,4652.248% 1,5042.136% -0.113%-5.015%
103PL/1Programming SkillsLegacy3 2400.021% 80.011% -0.010%-46.392%
105PrologProgramming SkillsLegacy1 1990.018% 220.031% 0.014%77.796%
95PythonProgramming SkillsCurrent1 30,3082.676% 5,8188.262% 5.585%208.723%
228Register transfer language (RTL)Programming SkillsLegacy1 14,6321.292% 120.017% -1.275%-98.681%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 2630.023% 160.023% -0.001%-2.160%
206Scripting languagesProgramming SkillsCurrent1 15,6701.384% 1,4612.075% 0.691%49.945%
101SmalltalkProgramming SkillsLegacy1 2790.025% 50.007% -0.018%-71.178%
92SQLProgramming SkillsCurrent3 354,79431.326% 17,35024.637% -6.690%-21.354%
110TCLProgramming SkillsLegacy1 2,3070.204% 530.075% -0.128%-63.053%
98Unified Modeling LanguageProgramming SkillsCurrent2 28,4122.509% 5060.719% -1.790%-71.358%
93Visual BasicProgramming SkillsCurrent6 90,5167.992% 2,8444.038% -3.954%-49.469%
207Web service definition language (WSDL)Programming SkillsCurrent2 7,7020.680% 2850.405% -0.275%-40.490%
94XMLProgramming SkillsCurrent2 115,11810.164% 3,3374.739% -5.426%-53.381%
1342Computer ScienceMajorsComputer Science2 795,72470.258% 46,27965.716% -4.542%-6.465%
1344Information TechnologyMajorsInformation Technology3 451,62239.876% 26,19637.198% -2.678%-6.715%
1343Management Information SystemsMajorsManagement Information Systems9 1,132,574100.000% 70,423100.000% 0.000%0.000%

cs Degrees

Computer Science

2018-11-13Jobs Found:3,043,958Click 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 9,4720.311% 1,0850.707% 0.396%127.347%
2Attention to DetailsSoft SkillsProblem-solving skills1 11,8680.390% 7520.490% 0.100%25.760%
8Conflict ResolutionSoft SkillsInterpersonal skills1 15,6010.513% 1,0790.704% 0.191%37.268%
231CooperationSoft SkillsInterpersonal skills1 21,8480.718% 1,4070.917% 0.200%27.815%
3CreativitySoft SkillsProblem-solving skills4 98,7063.243% 8,0945.277% 2.035%62.750%
4Critical thinkingSoft SkillsProblem-solving skills3 40,4741.330% 4,8693.175% 1.845%138.762%
1300FlexibilitySoft SkillsWork ethic1 95,9803.153% 7,8075.090% 1.937%61.438%
232IndependenceSoft SkillsInterpersonal skills1 14,5910.479% 1,3910.907% 0.428%89.210%
13Initiative/Motivation to workSoft SkillsWork ethic5 370,80012.182% 24,47915.961% 3.779%31.025%
256InnovationSoft SkillsProblem-solving skills1 222,7877.319% 25,06916.346% 9.027%123.331%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 252,4708.294% 20,38613.292% 4.998%60.259%
1422InternshipSoft SkillsWork ethic3 42,3351.391% 6,6774.354% 2.963%213.028%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 1,5360.050% 1480.096% 0.046%91.237%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 196,1766.445% 15,68610.228% 3.783%58.697%
10LeadershipSoft SkillsInterpersonal skills1 598,41419.659% 38,61225.176% 5.517%28.062%
258LearningSoft SkillsProblem-solving skills1 220,5447.245% 27,55517.966% 10.721%147.974%
1Learning AbilitySoft SkillsProblem-solving skills3 57,8481.900% 4,4132.877% 0.977%51.407%
236ListeningSoft SkillsLanguage skills1 44,9661.477% 3,4562.253% 0.776%52.542%
260MathematicsSoft SkillsProblem-solving skills3 207,0646.802% 18,72612.210% 5.407%79.491%
261MemorizationSoft SkillsProblem-solving skills1 910.003% 180.012% 0.009%292.584%
18Negotiation SkillsSoft SkillsLanguage skills1 23,1220.760% 1,3260.865% 0.105%13.820%
262OptimizationSoft SkillsProblem-solving skills1 166,5245.471% 10,6306.931% 1.460%26.694%
19Oral CommunicationsSoft SkillsLanguage skills5 46,1161.515% 3,4802.269% 0.754%49.771%
273PersistenceSoft SkillsWork ethic1 13,4390.441% 7920.516% 0.075%16.966%
239PersuasionSoft SkillsLanguage skills1 4,1220.135% 3810.248% 0.113%83.450%
1301Physical SkillSoft SkillsWork ethic2 3,2770.108% 7820.510% 0.402%373.621%
240PresentationsSoft SkillsLanguage skills1 130,0394.272% 9,1645.975% 1.703%39.866%
265Problem Solving SkillsSoft SkillsProblem-solving skills3 598,43019.660% 35,53523.170% 3.510%17.854%
20Questioning skillsSoft SkillsLanguage skills1 9390.031% 610.040% 0.009%28.933%
241Reading ComprehensionSoft SkillsLanguage skills1 6270.021% 870.057% 0.036%175.393%
6Research skillsSoft SkillsProblem-solving skills1 4,9390.162% 4120.269% 0.106%65.561%
15ResponsibilitySoft SkillsWork ethic2 275,6319.055% 17,05611.121% 2.066%22.815%
234Self ControlSoft SkillsInterpersonal skills1 3290.011% 180.012% 0.001%8.587%
11Self-esteemSoft SkillsInterpersonal skills1 4060.013% 1970.128% 0.115%863.033%
16Self-managementSoft SkillsWork ethic1 3,6560.120% 2610.170% 0.050%41.689%
250Stress ToleranceSoft SkillsPhysical skills1 4830.016% 700.046% 0.030%187.642%
12TeamworkSoft SkillsInterpersonal skills1 126,7954.165% 8,3575.449% 1.283%30.813%
17Time ManagementSoft SkillsWork ethic2 104,3323.428% 6,7844.423% 0.996%29.053%
268VisualizationSoft SkillsProblem-solving skills1 42,1531.385% 6,3964.170% 2.786%201.149%
7Working under pressureSoft SkillsProblem-solving skills1 1,6660.055% 1630.106% 0.052%94.184%
21Written CommunicationsSoft SkillsLanguage skills5 465,75715.301% 26,46717.257% 1.956%12.784%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 110,4263.628% 18,92212.338% 8.710%240.092%
172Account managementBusiness SkillsManagement skills1 25,6050.841% 1,5971.041% 0.200%23.789%
22AccountingBusiness SkillsBusiness processes4 171,9995.651% 8,1985.345% -0.305%-5.402%
1263Accounting softwareBusiness SkillsBusiness processes7 19,5460.642% 2,0681.348% 0.706%109.988%
174AdministrationBusiness SkillsManagement skills3 629,65120.685% 31,22420.359% -0.327%-1.579%
1313AnalystBusiness SkillsProject management1 451,94014.847% 23,81215.526% 0.679%4.572%
175Application managementBusiness SkillsManagement skills5 227,1417.462% 11,5437.526% 0.064%0.861%
150Asset managementBusiness SkillsBusiness processes1 37,0911.219% 2,5751.679% 0.460%37.787%
151AuditingBusiness SkillsBusiness processes5 125,8444.134% 8,2105.353% 1.219%29.483%
1264Auditing softwareBusiness SkillsBusiness processes1 950.003% 20.001% -0.002%-58.216%
152BillingBusiness SkillsBusiness processes1 45,4251.492% 2,3571.537% 0.045%2.983%
153Bills of LadingBusiness SkillsBusiness processes1 460.002% 10.001% -0.001%-56.854%
1314Business AnalystBusiness SkillsProject management1 155,5965.112% 6,0453.941% -1.170%-22.892%
35Business IntelligenceBusiness SkillsStrategy skills1 133,8104.396% 6,4064.177% -0.219%-4.983%
155Business performance management (BPM)Business SkillsBusiness processes2 18,8350.619% 6360.415% -0.204%-32.982%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 31,6621.040% 5400.352% -0.688%-66.150%
36Business StrategyBusiness SkillsStrategy skills3 511,47616.803% 38,06624.820% 8.017%47.711%
182Calendar and schedulingBusiness SkillsProject management3 112,0053.680% 5,6873.708% 0.028%0.774%
156Capacity planningBusiness SkillsBusiness processes1 68,4602.249% 2,2881.492% -0.757%-33.668%
28Change ManagementBusiness SkillsManagement skills1 114,5263.762% 6,7984.432% 0.670%17.809%
183Content workflowBusiness SkillsProject management1 1190.004% 50.003% -0.001%-16.608%
24Contracting and legalBusiness SkillsBusiness processes2 116,3273.822% 11,3817.421% 3.599%94.178%
176CoordinationBusiness SkillsManagement skills1 127,4004.185% 8,8545.773% 1.588%37.934%
157Cost accountingBusiness SkillsBusiness processes1 1,9280.063% 1180.077% 0.014%21.472%
158Cost estimationBusiness SkillsBusiness processes1 2,3790.078% 1280.083% 0.005%6.787%
1312Customer SupportBusiness SkillsBusiness processes6 565,10618.565% 29,65119.333% 0.768%4.138%
1339EducationBusiness SkillsIndustry Segment1 23,9990.788% 2,6971.759% 0.970%123.043%
1333EnergyBusiness SkillsIndustry Segment1 143,3304.709% 9,9926.515% 1.806%38.362%
1340EntertainmentBusiness SkillsIndustry Segment1 63,0462.071% 4,0152.618% 0.547%26.395%
1319EnvironmentalBusiness SkillsEnvironmental16 58,4171.919% 6,9184.511% 2.592%135.040%
1320Environmental StrategyBusiness SkillsEnvironmental8 26,7650.879% 5,6813.704% 2.825%321.268%
161FinancialBusiness SkillsBusiness processes2 554,35318.212% 32,32221.075% 2.863%15.721%
1275Financial Analysis softwareBusiness SkillsBusiness processes7 2,0920.069% 1760.115% 0.046%66.975%
1332Health CareBusiness SkillsIndustry Segment2 324,26910.653% 19,14712.484% 1.831%17.192%
177Human resourcesBusiness SkillsManagement skills2 94,6833.111% 6,5154.248% 1.137%36.566%
1336InsuranceBusiness SkillsIndustry Segment1 17,1520.563% 7470.487% -0.076%-13.562%
1316Managing/SupervisionBusiness SkillsManagement skills5 1,046,89634.393% 52,67334.344% -0.049%-0.141%
1334ManufacturingBusiness SkillsIndustry Segment2 168,8015.545% 11,4017.434% 1.888%34.051%
26MarketingBusiness SkillsBusiness processes1 243,6608.005% 14,8719.696% 1.692%21.131%
185MonitoringBusiness SkillsProject management1 353,76111.622% 22,20414.478% 2.856%24.573%
179NegotiationBusiness SkillsManagement skills1 87,4542.873% 5,3833.510% 0.637%22.165%
163Operation and ControlBusiness SkillsBusiness processes2 1,6730.055% 3140.205% 0.150%272.507%
29Outsourcing ManagementBusiness SkillsManagement skills3 68,2962.244% 1,1320.738% -1.506%-67.103%
167ProcurementBusiness SkillsBusiness processes1 44,1921.452% 3,0221.970% 0.519%35.723%
1290Project Management softwareBusiness SkillsProject management3 71,8122.359% 2,2761.484% -0.875%-37.096%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 496,45616.310% 24,34915.876% -0.433%-2.658%
168QualityBusiness SkillsBusiness processes1 880,99828.943% 55,31836.069% 7.126%24.621%
1337Real EstateBusiness SkillsIndustry Segment2 18,5100.608% 1,5411.005% 0.397%65.233%
1335RetailBusiness SkillsIndustry Segment2 424,72613.953% 20,81113.569% -0.384%-2.751%
34Risk ManagementBusiness SkillsProject management1 78,2052.569% 7,1764.679% 2.110%82.116%
169Service OrientationBusiness SkillsBusiness processes1 20,3420.668% 1,2180.794% 0.126%18.838%
27Supply Chain ManagementBusiness SkillsBusiness processes3 78,9332.593% 5,1003.325% 0.732%28.237%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 5,3840.177% 2190.143% -0.034%-19.269%
178TeachingBusiness SkillsManagement skills7 72,1242.369% 6,9864.555% 2.186%92.243%
190TimekeepingBusiness SkillsProject management3 32,1951.058% 1,5290.997% -0.061%-5.742%
1296Timekeeping softwareBusiness SkillsProject management1 3,1940.105% 2610.170% 0.065%62.183%
171Total quality management (TQM)Business SkillsBusiness processes2 3,3510.110% 1000.065% -0.045%-40.772%
180TroubleshootingBusiness SkillsManagement skills1 425,29413.972% 23,03415.019% 1.047%7.493%
181VerificationBusiness SkillsManagement skills1 231,7477.613% 8,7815.725% -1.888%-24.798%
1338Waste ManagementBusiness SkillsIndustry Segment1 2,4010.079% 790.052% -0.027%-34.697%
191WorkflowBusiness SkillsProject management1 131,7834.329% 7,1784.680% 0.351%8.105%
31Working GloballyBusiness SkillsManagement skills3 18,3800.604% 3830.250% -0.354%-58.642%
32Working with Virtual TeamsBusiness SkillsManagement skills2 5,5810.183% 3620.236% 0.053%28.735%
514GLTechnical SkillsSoftware development3 4,9020.161% 1800.117% -0.044%-27.121%
987Access servers & softwareTechnical SkillsNetwork10 97,0623.189% 4,7793.116% -0.073%-2.279%
38Agile Development MethodsTechnical SkillsSoftware development13 228,0977.493% 19,34312.612% 5.119%68.308%
304Algorithmic softwareTechnical SkillsBusiness applications1 1080.004% 10.001% -0.003%-81.623%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 3,8690.127% 2610.170% 0.043%33.888%
1352AndroidTechnical SkillsMobile Platforms3 69,1782.273% 5,6933.712% 1.439%63.333%
1351Apple iOSTechnical SkillsMobile Platforms6 49,5041.626% 2,3031.502% -0.125%-7.667%
120Apple operating systemsTechnical SkillsBusiness applications6 92,2403.030% 6,4624.213% 1.183%39.043%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 5,9180.194% 4620.301% 0.107%54.942%
1423Artificial IntelligenceTechnical SkillsInformation mgmt5 66,2842.178% 14,0119.135% 6.958%319.529%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 1620.005% 160.010% 0.005%96.023%
1265Backup & RecoveryTechnical SkillsTechnical applications16 240,9627.916% 9,9526.489% -1.427%-18.029%
1386BiometricTechnical SkillsInformation mgmt2 7,6310.251% 4110.268% 0.017%6.896%
1353BlackberryTechnical SkillsMobile Platforms2 24,5530.807% 2230.145% -0.661%-81.974%
336Borland DelphiTechnical SkillsBusiness applications1 5,3330.175% 1490.097% -0.078%-44.548%
337Borland JBuilderTechnical SkillsBusiness applications1 3,8100.125% 240.016% -0.110%-87.498%
338Borland ParadoxTechnical SkillsBusiness applications1 2560.008% 80.005% -0.003%-37.977%
72Business Continuity PlanningTechnical SkillsHardware2 34,2961.127% 1,8971.237% 0.110%9.780%
352Cadence OpusTechnical SkillsBusiness applications1 1,3370.044% 380.025% -0.019%-43.590%
868CalculatorsTechnical SkillsHardware1 2,0400.067% 1420.093% 0.026%38.153%
39CASE ToolsTechnical SkillsSoftware development1 122,5674.027% 7,2014.695% 0.669%16.606%
367Categorization or classification softwareTechnical SkillsBusiness applications1 14,7870.486% 7110.464% -0.022%-4.569%
112CertificationTechnical SkillsMisc3 500,85016.454% 31,00720.217% 3.763%22.872%
78CiscoTechnical SkillsHardware1 149,4174.909% 7,0654.607% -0.302%-6.155%
1009Cisco Systems IOSTechnical SkillsNetwork1 69,4432.281% 5,4413.548% 1.266%55.507%
40Client-ServerTechnical SkillsSoftware development1 63,7092.093% 1,2480.814% -1.279%-61.121%
1011Cluster server softwareTechnical SkillsNetwork8 55,0861.810% 2,5621.670% -0.139%-7.692%
1147CMAKETechnical SkillsSoftware development1 7930.026% 1510.098% 0.072%277.924%
1151Compatibility testingTechnical SkillsSoftware development1 1,7840.059% 690.045% -0.014%-23.236%
1152CompilersTechnical SkillsSoftware development5 32,2551.060% 2,2311.455% 0.395%37.279%
1255Compliance softwareTechnical SkillsTechnical applications3 13,7110.450% 1,0420.679% 0.229%50.834%
385Computer aided design (CAD)Technical SkillsBusiness applications12 25,5530.839% 2,1281.388% 0.548%65.284%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 4,5000.148% 2790.182% 0.034%23.053%
875Computer diagnosticsTechnical SkillsHardware5 135,7414.459% 8,8135.746% 1.287%28.859%
1107Computer forensicsTechnical SkillsSecurity1 7,1860.236% 3440.224% -0.012%-4.989%
1266Computer HardwareTechnical SkillsHardware15 67,0432.202% 4,6983.063% 0.861%39.079%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 2,3510.077% 1290.084% 0.007%8.903%
1015Computer serversTechnical SkillsNetwork6 308,18910.125% 11,9447.788% -2.337%-23.081%
1267Computer UtilitiesTechnical SkillsMisc1 2,4360.080% 2700.176% 0.096%119.982%
59Content ManagerTechnical SkillsBusiness applications1 2,4330.080% 540.035% -0.045%-55.949%
1396Continuous ImprovementTechnical SkillsSoftware development1 53,4491.756% 6,6274.321% 2.565%146.081%
878ControllersTechnical SkillsHardware3 20,4680.672% 1,5861.034% 0.362%53.790%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 2,9280.096% 2290.149% 0.053%55.226%
407Customer information control system (CICS)Technical SkillsBusiness applications2 12,2410.402% 2920.190% -0.212%-52.656%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 148,0204.863% 6,5674.282% -0.581%-11.946%
1368Cyber SecurityTechnical SkillsInformation mgmt3 56,6731.862% 9,7806.377% 4.515%242.502%
953Data acquisition systemsTechnical SkillsInformation mgmt1 16,4330.540% 1,1920.777% 0.237%43.966%
955Data compression softwareTechnical SkillsInformation mgmt1 11,7350.386% 4110.268% -0.118%-30.488%
956Data conversion softwareTechnical SkillsInformation mgmt1 13,1950.433% 4790.312% -0.121%-27.951%
958Data dictionaryTechnical SkillsInformation mgmt1 8,8640.291% 3360.219% -0.072%-24.767%
959Data entryTechnical SkillsInformation mgmt1 12,1420.399% 8820.575% 0.176%44.172%
962Data mappingTechnical SkillsInformation mgmt1 15,9390.524% 7640.498% -0.025%-4.867%
67Data MiningTechnical SkillsInformation mgmt5 59,9831.971% 4,5882.991% 1.021%51.809%
963Data modelingTechnical SkillsInformation mgmt1 109,2513.589% 4,3422.831% -0.758%-21.120%
68Data WarehousingTechnical SkillsInformation mgmt2 159,4305.238% 5,8933.842% -1.395%-26.639%
69Database AdministrationTechnical SkillsInformation mgmt12 205,0196.735% 6,6494.335% -2.400%-35.633%
969Database design softwareTechnical SkillsInformation mgmt15 175,7705.774% 5,5803.638% -2.136%-36.993%
1268Database ReportingTechnical SkillsInformation mgmt3 47,7451.569% 1,0260.669% -0.900%-57.350%
1269Database SecurityTechnical SkillsInformation mgmt2 5740.019% 400.026% 0.007%38.309%
1373Database SecurityTechnical SkillsInformation mgmt1 6380.021% 540.035% 0.014%67.986%
1270Database ServersTechnical SkillsInformation mgmt3 41,3221.358% 6840.446% -0.912%-67.147%
1271Database TestingTechnical SkillsInformation mgmt1 3,0020.099% 1370.089% -0.009%-9.424%
1160DebuggingTechnical SkillsSoftware development7 243,3577.995% 13,3048.675% 0.680%8.502%
1385DecryptionTechnical SkillsInformation mgmt2 1,0230.034% 630.041% 0.007%22.227%
418Desktop publishing softwareTechnical SkillsBusiness applications13 40,1651.319% 4,0932.669% 1.349%102.253%
1272Development EnvironmentTechnical SkillsSoftware development13 163,1575.360% 7,8195.098% -0.262%-4.886%
1273Digital ImagingTechnical SkillsHardware1 8380.028% 250.016% -0.011%-40.790%
883Digital Signal Processor (DSP)Technical SkillsHardware2 10,4980.345% 6770.441% 0.097%27.992%
423Disk operating system (DOS)Technical SkillsBusiness applications1 8,7320.287% 2760.180% -0.107%-37.267%
1307Doctor of PhilosophyTechnical SkillsMisc3 128,4284.219% 9,9706.501% 2.282%54.077%
973Document management softwareTechnical SkillsInformation mgmt4 24,2210.796% 1,1160.728% -0.068%-8.552%
1020Domain name system (DNS)Technical SkillsNetwork3 105,3313.460% 4,6493.031% -0.429%-12.400%
61DreamweaverTechnical SkillsSoftware development1 14,5240.477% 1750.114% -0.363%-76.086%
54DSS/GDSSTechnical SkillsBusiness applications5 34,4581.132% 1,2930.843% -0.289%-25.525%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 1140.004% 170.011% 0.007%195.968%
62EclipseTechnical SkillsSoftware development1 70,8452.327% 2,1121.377% -0.950%-40.832%
1308Electronic CommerceTechnical SkillsBusiness applications2 146,0804.799% 4,8773.180% -1.619%-33.738%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 26,5380.872% 9370.611% -0.261%-29.923%
1023Electronic mail softwareTechnical SkillsNetwork8 45,9301.509% 2,1221.384% -0.125%-8.304%
1384EncryptionTechnical SkillsInformation mgmt1 2120.007% 400.026% 0.019%274.477%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 137,8754.529% 5,4133.529% -1.000%-22.079%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications15 138,5874.553% 6,4674.217% -0.336%-7.385%
1321Environmental CertificationTechnical SkillsEnvironmental1 1900.006% 350.023% 0.017%265.608%
1328Environmental CleanupTechnical SkillsEnvironmental1 4400.014% 10.001% -0.014%-95.489%
1329Environmental EnergyTechnical SkillsEnvironmental21 9,3330.307% 1,4190.925% 0.619%201.760%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 9,3640.308% 8680.566% 0.258%83.975%
1327Environmental PollutionTechnical SkillsEnvironmental21 6,8130.224% 8780.572% 0.349%155.774%
1324Environmental Pollution ControlTechnical SkillsEnvironmental8 4,1840.137% 4600.300% 0.162%118.206%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental7 1,6090.053% 1630.106% 0.053%101.063%
1326Environmental Product StewardshipTechnical SkillsEnvironmental12 5,6810.187% 6140.400% 0.214%114.509%
1331Environmental ScienceTechnical SkillsEnvironmental2 3950.013% 310.020% 0.007%55.763%
1322Environmental TechnologyTechnical SkillsEnvironmental2 4380.014% 590.038% 0.024%167.349%
461Expert system softwareTechnical SkillsBusiness applications1 1,1390.037% 620.040% 0.003%8.036%
1359FacebookTechnical SkillsSocial Networking1 435,78814.316% 4,9913.254% -11.062%-77.269%
463Facilities management softwareTechnical SkillsBusiness applications4 5,2430.172% 3620.236% 0.064%37.034%
468Flight control softwareTechnical SkillsBusiness applications1 1,0390.034% 810.053% 0.019%54.729%
469Flowchart softwareTechnical SkillsBusiness applications5 9,1980.302% 3820.249% -0.053%-17.573%
1367ForensicTechnical SkillsInformation mgmt2 24,6460.810% 2,2631.476% 0.666%82.238%
1112Fraud DetectionTechnical SkillsSecurity1 15,6950.516% 1,5150.988% 0.472%91.581%
63FrontPageTechnical SkillsSoftware development1 2,4550.081% 90.006% -0.075%-92.724%
475Fund accounting softwareTechnical SkillsBusiness applications1 6880.023% 310.020% -0.002%-10.572%
1260GamingTechnical SkillsMisc2 70,1752.305% 4,7333.086% 0.781%33.861%
113Generic databasesTechnical SkillsInformation mgmt2 505,52416.607% 25,00616.304% -0.303%-1.824%
1365Google AppsTechnical SkillsBusiness applications4 11,9040.391% 5060.330% -0.061%-15.636%
1364Google PlusTechnical SkillsSocial Networking1 1,3820.045% 750.049% 0.004%7.710%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications31 149,9164.925% 7,9145.160% 0.235%4.773%
484Graphic softwareTechnical SkillsBusiness applications16 226,4197.438% 11,5557.534% 0.096%1.288%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 64,4212.116% 1,5751.027% -1.089%-51.476%
1323Green ITTechnical SkillsEnvironmental9 7,4510.245% 6450.421% 0.176%71.809%
893Guidance systemsTechnical SkillsHardware1 1490.005% 100.007% 0.002%33.203%
1371HackingTechnical SkillsInformation mgmt5 15,5340.510% 1,5461.008% 0.498%97.527%
895Hardware description language (HDL)Technical SkillsHardware2 1,0190.033% 1360.089% 0.055%164.890%
1277Hardware DesignTechnical SkillsHardware20 25,6980.844% 2,3371.524% 0.680%80.493%
1278Hardware TestingTechnical SkillsHardware4 8,6070.283% 4490.293% 0.010%3.537%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 9230.030% 1140.074% 0.044%145.134%
492Helpdesk or call centerTechnical SkillsBusiness applications2 105,6983.472% 5,5173.597% 0.125%3.595%
1377Homeland SecurityTechnical SkillsInformation mgmt1 54,1231.778% 1,8731.221% -0.557%-31.316%
114IBM databasesTechnical SkillsInformation mgmt2 83,5082.743% 1,8541.209% -1.535%-55.936%
121IBM operating systemsTechnical SkillsBusiness applications4 59,5851.957% 9600.626% -1.332%-68.023%
898Image capture devicesTechnical SkillsHardware9 14,2060.467% 1,0970.715% 0.249%53.262%
524Industrial control softwareTechnical SkillsBusiness applications3 12,3700.406% 1,1990.782% 0.375%92.376%
975Information retrieval or search softwareTechnical SkillsInformation mgmt5 47,6541.566% 2,8211.839% 0.274%17.491%
1375Information SecurityTechnical SkillsInformation mgmt3 118,5063.893% 9,6286.278% 2.385%61.249%
899InfraredTechnical SkillsHardware1 2,4330.080% 1990.130% 0.050%62.335%
1180InstallationTechnical SkillsSoftware development1 256,5998.430% 11,4907.492% -0.938%-11.128%
901Interface definition language (IDL)Technical SkillsHardware1 1,1840.039% 570.037% -0.002%-4.451%
536Internet browser softwareTechnical SkillsBusiness applications4 17,7850.584% 7940.518% -0.067%-11.393%
1393Intrusion DetectionTechnical SkillsInformation mgmt1 33,8721.113% 1,6911.103% -0.010%-0.916%
541Inventory management softwareTechnical SkillsBusiness applications3 13,6050.447% 8360.545% 0.098%21.958%
1414ISO 9000Technical SkillsSoftware development1 4,8530.159% 780.051% -0.109%-68.100%
73IT Architecture/StandardsTechnical SkillsHardware2 20,8180.684% 9560.623% -0.061%-8.858%
1357Java METechnical SkillsMobile Platforms2 1,1370.037% 40.003% -0.035%-93.018%
1035KernelTechnical SkillsNetwork1 36,2371.190% 1,4820.966% -0.224%-18.830%
907LasersTechnical SkillsHardware1 8870.029% 1370.089% 0.060%206.548%
1038License management softwareTechnical SkillsNetwork1 1,9950.066% 1410.092% 0.026%40.274%
1361LinkedInTechnical SkillsSocial Networking1 28,6960.943% 2,9641.933% 0.990%105.002%
908Mainframe computersTechnical SkillsHardware2 66,5332.186% 1,8081.179% -1.007%-46.066%
124Mainframe operating systemsTechnical SkillsBusiness applications8 39,6341.302% 1,6601.082% -0.220%-16.873%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications9 69,5292.284% 2,3291.519% -0.766%-33.518%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 12,3830.407% 4670.304% -0.102%-25.150%
1281Medical softwareTechnical SkillsBusiness applications9 17,9610.590% 1,7291.127% 0.537%91.058%
115Microsoft databasesTechnical SkillsInformation mgmt5 476,93115.668% 14,7099.591% -6.078%-38.789%
119Microsoft operating systemsTechnical SkillsBusiness applications4 655,93221.549% 23,72815.471% -6.077%-28.203%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 20,1070.661% 9720.634% -0.027%-4.056%
625MultimediaTechnical SkillsBusiness applications1 27,4740.903% 8660.565% -0.338%-37.440%
1362MySpaceTechnical SkillsSocial Networking1 3,7240.122% 360.023% -0.099%-80.814%
74Network administrationTechnical SkillsHardware17 320,78410.538% 14,3029.325% -1.213%-11.512%
1282Network Administration softwareTechnical SkillsNetwork18 158,5305.208% 7,8545.121% -0.087%-1.671%
1283Network HardwareTechnical SkillsNetwork11 119,6393.930% 4,5842.989% -0.942%-23.955%
1284Network Monitoring softwareTechnical SkillsNetwork15 85,7012.815% 4,1392.699% -0.117%-4.146%
1059Network operation system software (NOS)Technical SkillsNetwork2 2,9380.097% 1230.080% -0.016%-16.909%
1122Network securityTechnical SkillsSecurity1 99,9753.284% 4,1822.727% -0.558%-16.978%
1369Network SecurityTechnical SkillsInformation mgmt1 20,6500.678% 7870.513% -0.165%-24.359%
1285Network Security softwareTechnical SkillsSecurity36 222,4587.308% 13,4588.775% 1.467%20.070%
1286Network softwareTechnical SkillsNetwork6 55,3461.818% 2,0531.339% -0.480%-26.379%
1287Network TestingTechnical SkillsNetwork11 49,8821.639% 2,0601.343% -0.296%-18.036%
1065Novell network softwareTechnical SkillsNetwork2 4,2290.139% 440.029% -0.110%-79.350%
643OberonTechnical SkillsBusiness applications1 4270.014% 140.009% -0.005%-34.927%
1413Object Oriented DesignTechnical SkillsSoftware development2 97,0573.189% 2,3651.542% -1.646%-51.638%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 444,62714.607% 14,7719.631% -4.976%-34.065%
1288Office ApplicationsTechnical SkillsBusiness applications13 381,97112.548% 22,38714.597% 2.048%16.323%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 37,4851.231% 7810.509% -0.722%-58.648%
116Open-source databasesTechnical SkillsInformation mgmt4 201,9906.636% 8,4475.508% -1.128%-17.001%
118Open-source operating systemsTechnical SkillsBusiness applications8 564,68518.551% 25,73016.777% -1.774%-9.565%
56Operating SystemsTechnical SkillsBusiness applications3 299,3789.835% 15,0959.842% 0.007%0.072%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 1,8410.060% 1200.078% 0.018%29.368%
117Oracle databasesTechnical SkillsInformation mgmt1 543,48617.855% 15,72710.254% -7.600%-42.567%
1354Palm OSTechnical SkillsMobile Platforms3 3,1790.104% 80.005% -0.099%-95.005%
1376Penetration TestingTechnical SkillsInformation mgmt5 79,3942.608% 7,7985.084% 2.476%94.938%
1289Physical ToolsTechnical SkillsHardware1 2090.007% 520.034% 0.027%393.808%
683Point of sale (POS)Technical SkillsBusiness applications3 17,9900.591% 1,0750.701% 0.110%18.598%
686PolkaTechnical SkillsBusiness applications1 1850.006% 1850.121% 0.115%1,884.728%
931PrintersTechnical SkillsHardware3 26,8270.881% 2,6291.714% 0.833%94.500%
43ProgrammingTechnical SkillsSoftware development1 902,38429.645% 42,37427.629% -2.016%-6.801%
700ProvisioningTechnical SkillsBusiness applications1 45,4091.492% 2,7391.786% 0.294%19.716%
1405Rapid Application DevelopmentTechnical SkillsSoftware development2 18,0740.594% 4220.275% -0.319%-53.660%
1258Rate ControlTechnical SkillsTechnical applications1 1860.006% 20.001% -0.005%-78.659%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 39,4781.297% 3230.211% -1.086%-83.761%
1077Remote control softwareTechnical SkillsNetwork2 2,9390.097% 2020.132% 0.035%36.412%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 2,0340.067% 830.054% -0.013%-19.011%
1379Risk AnalysisTechnical SkillsInformation mgmt1 18,8520.619% 1,3270.865% 0.246%39.706%
1262RoboticsTechnical SkillsHardware3 15,5080.509% 3,0251.972% 1.463%287.142%
1318RSATechnical SkillsSecurity1 14,3400.471% 4070.265% -0.206%-43.669%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 100,2523.293% 6,0313.932% 0.639%19.398%
44SDLCTechnical SkillsSoftware development7 417,33813.710% 17,70711.545% -2.165%-15.791%
1132Secure shell (SSH)Technical SkillsSecurity1 3200.011% 70.005% -0.006%-56.584%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 43,5151.430% 1,7371.133% -0.297%-20.775%
76SecurityTechnical SkillsHardware4 2,116,04869.516% 55,15335.961% -33.555%-48.270%
1382Security AuditTechnical SkillsInformation mgmt1 3,1360.103% 1580.103% -0.000%-0.004%
1315Security ClearanceTechnical SkillsMisc2 226,5297.442% 14,2259.275% 1.833%24.632%
1381Security PlanTechnical SkillsInformation mgmt1 2,2360.073% 2290.149% 0.076%103.266%
1380Security PolicyTechnical SkillsInformation mgmt2 47,0191.545% 3,6642.389% 0.844%54.662%
1135Security testing softwareTechnical SkillsSecurity1 9,1900.302% 9460.617% 0.315%104.304%
60Sharepoint ServerTechnical SkillsBusiness applications1 11,5150.378% 1550.101% -0.277%-73.284%
1084Signal generatorsTechnical SkillsNetwork1 6590.022% 780.051% 0.029%134.915%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 30,2980.995% 7380.481% -0.514%-51.656%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 135,1484.440% 4,7743.113% -1.327%-29.891%
1220Simulation softwareTechnical SkillsSoftware development5 52,3931.721% 4,7363.088% 1.367%79.407%
1366Social NetworkTechnical SkillsSocial Networking1 11,3750.374% 2750.179% -0.194%-52.018%
1358Social NetworkingTechnical SkillsSocial Networking1 18,2970.601% 2900.189% -0.412%-68.543%
42Software DevelopmentTechnical SkillsSoftware development2 833,74127.390% 37,41524.395% -2.995%-10.933%
1291Software Development softwareTechnical SkillsSoftware development3 5,9590.196% 750.049% -0.147%-75.020%
1309Software EngineeringTechnical SkillsSoftware development1 496,21716.302% 25,83516.845% 0.543%3.333%
1292Software InstallationTechnical SkillsSoftware development4 374,27312.296% 21,95514.315% 2.020%16.425%
1223Software librariesTechnical SkillsSoftware development1 1,2420.041% 1650.108% 0.067%163.672%
1293Software MaintenanceTechnical SkillsSoftware development1 26,2270.862% 8390.547% -0.315%-36.509%
1294Software TestingTechnical SkillsSoftware development14 375,70012.342% 20,29413.232% 0.890%7.208%
1225Source code management (SCM)Technical SkillsSoftware development5 132,9974.369% 6,6924.363% -0.006%-0.135%
1229Static analysis softwareTechnical SkillsSoftware development1 3,2040.105% 2480.162% 0.056%53.624%
772Statistical analysis softwareTechnical SkillsBusiness applications26 234,2927.697% 20,59813.430% 5.733%74.489%
774Statistical softwareTechnical SkillsBusiness applications1 111,0803.649% 11,3697.413% 3.764%103.136%
1230Stress testing softwareTechnical SkillsSoftware development1 8,7500.287% 3000.196% -0.092%-31.952%
122Sun operating systemsTechnical SkillsBusiness applications3 134,6944.425% 1,8791.225% -3.200%-72.313%
939Surveillance systemsTechnical SkillsHardware5 27,2270.894% 2,6611.735% 0.841%93.975%
791Symantec softwareTechnical SkillsBusiness applications1 23,6060.776% 7600.496% -0.280%-36.101%
1355SymbianTechnical SkillsMobile Platforms1 1110.004% 30.002% -0.002%-46.359%
1310System AdministrationTechnical SkillsNetwork4 208,8396.861% 8,4745.525% -1.336%-19.466%
45System TestingTechnical SkillsSoftware development5 71,5632.351% 3,5052.285% -0.066%-2.792%
46Systems AnalysisTechnical SkillsSoftware development8 265,7058.729% 12,3448.049% -0.680%-7.794%
47Systems DesignTechnical SkillsSoftware development1 46,2251.519% 2,2211.448% -0.070%-4.639%
1233Systems EvaluationTechnical SkillsSoftware development1 2930.010% 360.023% 0.014%143.857%
1234Systems integrationTechnical SkillsSoftware development8 152,1534.999% 3,1072.026% -2.973%-59.471%
75TCP/IPTechnical SkillsHardware3 189,3886.222% 6,4974.236% -1.986%-31.913%
1235Technology DesignTechnical SkillsSoftware development1 2,7850.091% 1890.123% 0.032%34.691%
1236TemplatesTechnical SkillsSoftware development1 48,2271.584% 2,3451.529% -0.055%-3.494%
1239Test implementationTechnical SkillsSoftware development1 1,3380.044% 1630.106% 0.062%141.787%
1302TestingTechnical SkillsSoftware development1 1,018,01633.444% 54,28535.395% 1.951%5.834%
1297Training softwareTechnical SkillsBusiness applications3 2,5000.082% 1170.076% -0.006%-7.115%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 4,2970.141% 1220.080% -0.062%-43.650%
1360TwitterTechnical SkillsSocial Networking1 40,0251.315% 3,6622.388% 1.073%81.588%
1411Unified ProcessTechnical SkillsSoftware development1 8,7800.288% 560.037% -0.252%-87.341%
123UNIX operating systemsTechnical SkillsBusiness applications5 512,61716.840% 12,9178.422% -8.418%-49.989%
1298UNIX ShellsTechnical SkillsBusiness applications4 119,2213.917% 3,8792.529% -1.387%-35.424%
1410Use CaseTechnical SkillsSoftware development1 23,2610.764% 9120.595% -0.170%-22.184%
48User-Interface DesignTechnical SkillsSoftware development2 217,1827.135% 10,2016.651% -0.484%-6.778%
836Video creation and editing softwareTechnical SkillsBusiness applications3 13,7800.453% 7070.461% 0.008%1.829%
64Visual StudioTechnical SkillsSoftware development1 121,1443.980% 3,9242.559% -1.421%-35.712%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 4,1230.135% 3740.244% 0.108%80.036%
77Voice/Data TelecomTechnical SkillsHardware10 224,3407.370% 7,7945.082% -2.288%-31.047%
1299Web Application ServerTechnical SkillsBusiness applications8 153,0995.030% 2,2891.492% -3.537%-70.326%
1248Web platform development softwareTechnical SkillsSoftware development5 9,7310.320% 630.041% -0.279%-87.151%
65web programmerTechnical SkillsSoftware development4 37,7391.240% 1,0660.695% -0.545%-43.938%
58Web serversTechnical SkillsBusiness applications6 247,6508.136% 6,8784.485% -3.651%-44.878%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 179,5485.899% 4,9793.246% -2.652%-44.962%
1356Windows CETechnical SkillsMobile Platforms4 20,9890.690% 1870.122% -0.568%-82.317%
1102WirelessTechnical SkillsNetwork5 134,2104.409% 5,8963.844% -0.565%-12.809%
1363YouTubeTechnical SkillsSocial Networking2 7,5080.247% 1,3180.859% 0.613%248.411%
79.NETProgramming SkillsCurrent1 383,57912.601% 11,3527.402% -5.200%-41.262%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 1030.003% 80.005% 0.002%54.154%
209A programming language (APL)Programming SkillsLegacy2 4,9590.163% 4590.299% 0.136%83.704%
99AdaProgramming SkillsLegacy1 11,5540.380% 1,6701.089% 0.709%186.870%
80AJAXProgramming SkillsCurrent1 209,0776.869% 3,1732.069% -4.800%-69.879%
210Algorithmic language (ALGOL)Programming SkillsLegacy1 740.002% 20.001% -0.001%-46.359%
192Apple AppleScriptProgramming SkillsCurrent1 5540.018% 210.014% -0.005%-24.767%
81ASPProgramming SkillsCurrent2 261,0098.575% 5,5643.628% -4.947%-57.691%
108AssemblyProgramming SkillsLegacy2 9,6110.316% 2740.179% -0.137%-43.417%
211AWKProgramming SkillsLegacy1 7,5100.247% 1560.102% -0.145%-58.773%
212BProgramming SkillsLegacy1 39,4491.296% 3,1292.040% 0.744%57.424%
83C#Programming SkillsCurrent2 386,12012.685% 15,87410.350% -2.335%-18.405%
82C/C++Programming SkillsCurrent3 570,99618.758% 25,78016.809% -1.949%-10.391%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 297,6209.777% 12,9528.445% -1.332%-13.627%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 8770.029% 90.006% -0.023%-79.632%
84CGIProgramming SkillsCurrent2 23,9740.788% 8510.555% -0.233%-29.549%
217ClipperProgramming SkillsLegacy1 5800.019% 270.018% -0.001%-7.607%
218CLUProgramming SkillsLegacy1 1890.006% 70.005% -0.002%-26.492%
100CobolProgramming SkillsLegacy1 24,9550.820% 5750.375% -0.445%-54.269%
85ColdFusionProgramming SkillsCurrent2 20,8450.685% 3360.219% -0.466%-68.008%
219Combined programming language (CPL)Programming SkillsLegacy1 4030.013% 170.011% -0.002%-16.277%
195Component object model (COM)Programming SkillsCurrent1 5330.018% 50.003% -0.014%-81.382%
125Database programmingProgramming SkillsCurrent3 85,7592.817% 1,6291.062% -1.755%-62.300%
196Distributed component object model (DCOM)Programming SkillsCurrent1 5,3040.174% 310.020% -0.154%-88.400%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 21,3750.702% 3950.258% -0.445%-63.323%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 5,5860.184% 2570.168% -0.016%-8.687%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 36,9301.213% 4690.306% -0.907%-74.795%
109ForthProgramming SkillsLegacy1 8,7760.288% 1,0920.712% 0.424%146.960%
102FortranProgramming SkillsLegacy1 5,6250.185% 2850.186% 0.001%0.560%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 608,81320.001% 17,90411.674% -8.327%-41.633%
222JProgramming SkillsLegacy1 11,2390.369% 7140.466% 0.096%26.087%
87Java/J2EE/J2PProgramming SkillsCurrent4 815,49926.791% 35,02022.834% -3.957%-14.770%
97JavaScriptProgramming SkillsCurrent3 481,24815.810% 22,58014.723% -1.087%-6.877%
89JavaServer FacesProgramming SkillsCurrent3 31,4001.032% 3950.258% -0.774%-75.033%
88JavaServer PagesProgramming SkillsCurrent3 132,4894.353% 1,4840.968% -3.385%-77.769%
223Job control language (JCL)Programming SkillsLegacy2 14,5020.476% 3840.250% -0.226%-47.446%
126LAMPProgramming SkillsCurrent1 37,5031.232% 4980.325% -0.907%-73.645%
104LispProgramming SkillsLegacy1 2,3620.078% 970.063% -0.014%-18.493%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 2,2420.074% 3430.224% 0.150%203.640%
201Microsoft ActiveXProgramming SkillsCurrent1 5,0650.166% 240.016% -0.151%-90.596%
107PascalProgramming SkillsLegacy1 1,6030.053% 400.026% -0.027%-50.475%
90PerlProgramming SkillsCurrent1 260,6238.562% 7,3684.804% -3.758%-43.890%
91PHPProgramming SkillsCurrent1 152,2545.002% 4,9553.231% -1.771%-35.408%
103PL/1Programming SkillsLegacy3 5540.018% 170.011% -0.007%-39.097%
105PrologProgramming SkillsLegacy1 1,5040.049% 100.007% -0.043%-86.804%
95PythonProgramming SkillsCurrent1 237,3427.797% 28,85218.812% 11.015%141.269%
228Register transfer language (RTL)Programming SkillsLegacy1 44,5501.464% 3740.244% -1.220%-83.338%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 1,7230.057% 830.054% -0.002%-4.392%
206Scripting languagesProgramming SkillsCurrent1 79,5742.614% 4,8853.185% 0.571%21.841%
101SmalltalkProgramming SkillsLegacy1 9860.032% 130.008% -0.024%-73.832%
92SQLProgramming SkillsCurrent3 1,050,42234.508% 39,70325.887% -8.621%-24.983%
110TCLProgramming SkillsLegacy1 16,8510.554% 5370.350% -0.203%-36.752%
98Unified Modeling LanguageProgramming SkillsCurrent2 100,4443.300% 1,5491.010% -2.290%-69.392%
93Visual BasicProgramming SkillsCurrent6 222,6107.313% 5,2443.419% -3.894%-53.246%
207Web service definition language (WSDL)Programming SkillsCurrent2 27,3360.898% 5960.389% -0.509%-56.727%
94XMLProgramming SkillsCurrent2 432,08414.195% 8,7135.681% -8.514%-59.978%
1342Computer ScienceMajorsComputer Science2 3,043,958100.000% 153,369100.000% 0.000%0.000%
1344Information TechnologyMajorsInformation Technology3 808,97426.576% 35,96023.447% -3.130%-11.776%
1343Management Information SystemsMajorsManagement Information Systems9 795,83526.145% 46,27930.175% 4.030%15.415%

IT Degrees

Information Technology

2018-11-13Jobs Found:1,483,932Click 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 4,5180.304% 5440.760% 0.456%149.736%
2Attention to DetailsSoft SkillsProblem-solving skills1 4,0660.274% 3420.478% 0.204%74.457%
8Conflict ResolutionSoft SkillsInterpersonal skills1 10,4770.706% 9331.304% 0.598%84.703%
231CooperationSoft SkillsInterpersonal skills1 12,5010.842% 1,1401.593% 0.751%89.142%
3CreativitySoft SkillsProblem-solving skills4 41,8912.823% 3,5935.022% 2.199%77.896%
4Critical thinkingSoft SkillsProblem-solving skills3 21,0201.417% 2,8954.046% 2.630%185.657%
1300FlexibilitySoft SkillsWork ethic1 100,0676.743% 4,0365.641% -1.102%-16.346%
232IndependenceSoft SkillsInterpersonal skills1 8,6520.583% 8641.208% 0.625%107.122%
13Initiative/Motivation to workSoft SkillsWork ethic5 190,32112.825% 14,05219.641% 6.815%53.137%
256InnovationSoft SkillsProblem-solving skills1 107,7227.259% 10,09214.106% 6.846%94.313%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 185,97912.533% 16,21122.658% 10.125%80.790%
1422InternshipSoft SkillsWork ethic3 51,2153.451% 2,1082.946% -0.505%-14.631%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 1,0010.067% 1580.221% 0.153%227.380%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 107,8457.268% 10,18714.238% 6.971%95.918%
10LeadershipSoft SkillsInterpersonal skills1 335,66222.620% 23,57632.952% 10.332%45.679%
258LearningSoft SkillsProblem-solving skills1 159,80410.769% 9,74313.618% 2.849%26.454%
1Learning AbilitySoft SkillsProblem-solving skills3 22,7181.531% 2,2813.188% 1.657%108.249%
236ListeningSoft SkillsLanguage skills1 53,2983.592% 2,1372.987% -0.605%-16.839%
260MathematicsSoft SkillsProblem-solving skills3 45,3513.056% 3,7815.285% 2.229%72.921%
261MemorizationSoft SkillsProblem-solving skills1 840.006% 70.010% 0.004%72.841%
18Negotiation SkillsSoft SkillsLanguage skills1 16,6551.122% 8951.251% 0.129%11.457%
262OptimizationSoft SkillsProblem-solving skills1 62,1984.191% 3,6015.033% 0.842%20.081%
19Oral CommunicationsSoft SkillsLanguage skills5 26,5961.792% 2,1743.039% 1.246%69.540%
273PersistenceSoft SkillsWork ethic1 3,6010.243% 2360.330% 0.087%35.931%
239PersuasionSoft SkillsLanguage skills1 2,6730.180% 2740.383% 0.203%112.608%
1301Physical SkillSoft SkillsWork ethic2 1,9900.134% 6350.888% 0.753%561.834%
240PresentationsSoft SkillsLanguage skills1 80,1945.404% 5,8268.143% 2.739%50.681%
265Problem Solving SkillsSoft SkillsProblem-solving skills3 218,91214.752% 15,92222.254% 7.502%50.854%
20Questioning skillsSoft SkillsLanguage skills1 4210.028% 370.052% 0.023%82.284%
241Reading ComprehensionSoft SkillsLanguage skills1 6010.041% 1210.169% 0.129%317.580%
6Research skillsSoft SkillsProblem-solving skills1 2,8740.194% 2280.319% 0.125%64.542%
15ResponsibilitySoft SkillsWork ethic2 149,39810.068% 10,92815.274% 5.206%51.714%
234Self ControlSoft SkillsInterpersonal skills1 1380.009% 240.034% 0.024%260.712%
11Self-esteemSoft SkillsInterpersonal skills1 520.004% 90.013% 0.009%258.978%
16Self-managementSoft SkillsWork ethic1 1,4010.094% 1460.204% 0.110%116.144%
250Stress ToleranceSoft SkillsPhysical skills1 2870.019% 590.082% 0.063%326.382%
12TeamworkSoft SkillsInterpersonal skills1 66,2974.468% 5,6807.939% 3.471%77.698%
17Time ManagementSoft SkillsWork ethic2 50,6383.412% 4,0465.655% 2.243%65.721%
268VisualizationSoft SkillsProblem-solving skills1 11,5770.780% 1,5882.220% 1.439%184.501%
7Working under pressureSoft SkillsProblem-solving skills1 9890.067% 1090.152% 0.086%128.591%
21Written CommunicationsSoft SkillsLanguage skills5 220,83814.882% 13,67319.111% 4.229%28.416%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 226,54215.266% 11,06015.459% 0.192%1.259%
172Account managementBusiness SkillsManagement skills1 15,7711.063% 8721.219% 0.156%14.680%
22AccountingBusiness SkillsBusiness processes4 311,93621.021% 8,17311.423% -9.597%-45.657%
1263Accounting softwareBusiness SkillsBusiness processes7 41,8422.820% 6280.878% -1.942%-68.870%
174AdministrationBusiness SkillsManagement skills3 493,22633.238% 21,57930.161% -3.077%-9.257%
1313AnalystBusiness SkillsProject management1 305,00620.554% 15,67521.909% 1.355%6.593%
175Application managementBusiness SkillsManagement skills5 101,3196.828% 5,3207.436% 0.608%8.905%
150Asset managementBusiness SkillsBusiness processes1 23,6411.593% 1,7672.470% 0.877%55.024%
151AuditingBusiness SkillsBusiness processes5 129,9028.754% 7,37310.305% 1.551%17.722%
1264Auditing softwareBusiness SkillsBusiness processes1 1380.009% 30.004% -0.005%-54.911%
152BillingBusiness SkillsBusiness processes1 63,0834.251% 1,8842.633% -1.618%-38.056%
153Bills of LadingBusiness SkillsBusiness processes1 340.002% 60.008% 0.006%266.017%
1314Business AnalystBusiness SkillsProject management1 127,3638.583% 3,7735.274% -3.309%-38.557%
35Business IntelligenceBusiness SkillsStrategy skills1 65,3774.406% 2,7923.902% -0.503%-11.423%
155Business performance management (BPM)Business SkillsBusiness processes2 9,6510.650% 3760.526% -0.125%-19.194%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 26,9681.817% 4910.686% -1.131%-62.237%
36Business StrategyBusiness SkillsStrategy skills3 330,17522.250% 21,97730.717% 8.467%38.055%
182Calendar and schedulingBusiness SkillsProject management3 65,0044.381% 4,5336.336% 1.955%44.635%
156Capacity planningBusiness SkillsBusiness processes1 26,9581.817% 1,1031.542% -0.275%-15.137%
28Change ManagementBusiness SkillsManagement skills1 69,5574.687% 4,9666.941% 2.254%48.079%
183Content workflowBusiness SkillsProject management1 510.003% 10.001% -0.002%-59.331%
24Contracting and legalBusiness SkillsBusiness processes2 177,44111.957% 7,1339.970% -1.988%-16.623%
176CoordinationBusiness SkillsManagement skills1 84,9785.727% 7,54210.541% 4.815%84.081%
157Cost accountingBusiness SkillsBusiness processes1 3,1100.210% 1900.266% 0.056%26.713%
158Cost estimationBusiness SkillsBusiness processes1 1,3760.093% 730.102% 0.009%10.036%
1312Customer SupportBusiness SkillsBusiness processes6 329,36922.196% 18,75826.218% 4.022%18.122%
1339EducationBusiness SkillsIndustry Segment1 17,9391.209% 2,4163.377% 2.168%179.336%
1333EnergyBusiness SkillsIndustry Segment1 73,4904.952% 5,0397.043% 2.091%42.215%
1340EntertainmentBusiness SkillsIndustry Segment1 166,57811.225% 1,0331.444% -9.782%-87.138%
1319EnvironmentalBusiness SkillsEnvironmental16 119,5968.059% 4,1035.735% -2.325%-28.844%
1320Environmental StrategyBusiness SkillsEnvironmental8 6,0450.407% 1,2061.686% 1.278%313.790%
161FinancialBusiness SkillsBusiness processes2 513,72434.619% 22,80031.868% -2.751%-7.948%
1275Financial Analysis softwareBusiness SkillsBusiness processes7 2,4820.167% 760.106% -0.061%-36.490%
1332Health CareBusiness SkillsIndustry Segment2 397,49826.787% 13,35718.669% -8.118%-30.305%
177Human resourcesBusiness SkillsManagement skills2 242,10716.315% 7,94211.101% -5.215%-31.962%
1336InsuranceBusiness SkillsIndustry Segment1 9,2140.621% 5170.723% 0.102%16.378%
1316Managing/SupervisionBusiness SkillsManagement skills5 730,31349.215% 33,58446.940% -2.274%-4.621%
1334ManufacturingBusiness SkillsIndustry Segment2 203,30613.700% 5,6107.841% -5.859%-42.768%
26MarketingBusiness SkillsBusiness processes1 294,87019.871% 6,0498.455% -11.416%-57.452%
185MonitoringBusiness SkillsProject management1 167,60711.295% 13,27018.548% 7.253%64.213%
179NegotiationBusiness SkillsManagement skills1 63,9744.311% 3,9725.552% 1.241%28.776%
163Operation and ControlBusiness SkillsBusiness processes2 8520.057% 1930.270% 0.212%369.836%
29Outsourcing ManagementBusiness SkillsManagement skills3 97,5186.572% 1,2061.686% -4.886%-74.350%
167ProcurementBusiness SkillsBusiness processes1 76,7025.169% 3,4774.860% -0.309%-5.979%
1290Project Management softwareBusiness SkillsProject management3 51,0383.439% 1,8622.603% -0.837%-24.332%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 302,56320.389% 17,08523.880% 3.490%17.119%
168QualityBusiness SkillsBusiness processes1 444,28029.939% 26,12436.514% 6.574%21.958%
1337Real EstateBusiness SkillsIndustry Segment2 167,41111.282% 8911.245% -10.036%-88.961%
1335RetailBusiness SkillsIndustry Segment2 418,15128.179% 9,10412.725% -15.454%-54.843%
34Risk ManagementBusiness SkillsProject management1 56,9793.840% 5,5987.824% 3.985%103.773%
169Service OrientationBusiness SkillsBusiness processes1 12,3550.833% 9511.329% 0.497%59.649%
27Supply Chain ManagementBusiness SkillsBusiness processes3 79,8645.382% 2,7053.781% -1.601%-29.750%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 3,1950.215% 1540.215% -0.000%-0.028%
178TeachingBusiness SkillsManagement skills7 216,59214.596% 4,7806.681% -7.915%-54.226%
190TimekeepingBusiness SkillsProject management3 78,0055.257% 2,4213.384% -1.873%-35.627%
1296Timekeeping softwareBusiness SkillsProject management1 1,8780.127% 1680.235% 0.108%85.542%
171Total quality management (TQM)Business SkillsBusiness processes2 1,5010.101% 710.099% -0.002%-1.892%
180TroubleshootingBusiness SkillsManagement skills1 172,71311.639% 12,03516.821% 5.182%44.527%
181VerificationBusiness SkillsManagement skills1 49,9623.367% 4,2225.901% 2.534%75.270%
1338Waste ManagementBusiness SkillsIndustry Segment1 1,3600.092% 720.101% 0.009%9.805%
191WorkflowBusiness SkillsProject management1 63,4784.278% 4,2785.979% 1.702%39.780%
31Working GloballyBusiness SkillsManagement skills3 9,3640.631% 650.091% -0.540%-85.603%
32Working with Virtual TeamsBusiness SkillsManagement skills2 2,7890.188% 2100.294% 0.106%56.171%
514GLTechnical SkillsSoftware development3 1,5530.105% 500.070% -0.035%-33.223%
987Access servers & softwareTechnical SkillsNetwork10 50,2753.388% 2,8854.032% 0.644%19.021%
38Agile Development MethodsTechnical SkillsSoftware development13 57,1533.851% 5,5687.782% 3.931%102.064%
304Algorithmic softwareTechnical SkillsBusiness applications1 60.000% 00.000% -0.000%-100.000%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 1,2050.081% 630.088% 0.007%8.438%
1352AndroidTechnical SkillsMobile Platforms3 10,6230.716% 1,0021.400% 0.685%95.636%
1351Apple iOSTechnical SkillsMobile Platforms6 9,3880.633% 4720.660% 0.027%4.279%
120Apple operating systemsTechnical SkillsBusiness applications6 29,0911.960% 2,4573.434% 1.474%75.176%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 36,5942.466% 190.027% -2.439%-98.923%
1423Artificial IntelligenceTechnical SkillsInformation mgmt5 20,5301.383% 1,4682.052% 0.668%48.308%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 120.001% 00.000% -0.001%-100.000%
1265Backup & RecoveryTechnical SkillsTechnical applications16 123,6058.330% 6,7409.421% 1.091%13.097%
1386BiometricTechnical SkillsInformation mgmt2 3,2100.216% 1820.254% 0.038%17.597%
1353BlackberryTechnical SkillsMobile Platforms2 11,2330.757% 1900.266% -0.491%-64.918%
336Borland DelphiTechnical SkillsBusiness applications1 1,4690.099% 430.060% -0.039%-39.288%
337Borland JBuilderTechnical SkillsBusiness applications1 8450.057% 30.004% -0.053%-92.636%
338Borland ParadoxTechnical SkillsBusiness applications1 1100.007% 100.014% 0.007%88.554%
72Business Continuity PlanningTechnical SkillsHardware2 44,5022.999% 1,5892.221% -0.778%-25.942%
352Cadence OpusTechnical SkillsBusiness applications1 1,1120.075% 290.041% -0.034%-45.909%
868CalculatorsTechnical SkillsHardware1 7730.052% 690.096% 0.044%85.139%
39CASE ToolsTechnical SkillsSoftware development1 106,3067.164% 4,2525.943% -1.221%-17.041%
367Categorization or classification softwareTechnical SkillsBusiness applications1 4,2370.286% 2110.295% 0.009%3.289%
112CertificationTechnical SkillsMisc3 353,42623.817% 24,35734.044% 10.227%42.940%
78CiscoTechnical SkillsHardware1 206,25013.899% 3,6925.160% -8.739%-62.872%
1009Cisco Systems IOSTechnical SkillsNetwork1 15,3251.033% 1,2221.708% 0.675%65.386%
40Client-ServerTechnical SkillsSoftware development1 35,5722.397% 5270.737% -1.661%-69.272%
1011Cluster server softwareTechnical SkillsNetwork8 20,9851.414% 7301.020% -0.394%-27.849%
1147CMAKETechnical SkillsSoftware development1 680.005% 130.018% 0.014%296.518%
1151Compatibility testingTechnical SkillsSoftware development1 3970.027% 150.021% -0.006%-21.634%
1152CompilersTechnical SkillsSoftware development5 11,3880.767% 1,0841.515% 0.748%97.429%
1255Compliance softwareTechnical SkillsTechnical applications3 11,2420.758% 9071.268% 0.510%67.337%
385Computer aided design (CAD)Technical SkillsBusiness applications12 51,2123.451% 7201.006% -2.445%-70.840%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 2,6490.179% 850.119% -0.060%-33.447%
875Computer diagnosticsTechnical SkillsHardware5 55,9343.769% 4,7376.621% 2.852%75.653%
1107Computer forensicsTechnical SkillsSecurity1 4,2040.283% 2490.348% 0.065%22.847%
1266Computer HardwareTechnical SkillsHardware15 37,8422.550% 3,4964.886% 2.336%91.613%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 34,9492.355% 300.042% -2.313%-98.220%
1015Computer serversTechnical SkillsNetwork6 123,5668.327% 6,6199.251% 0.924%11.102%
1267Computer UtilitiesTechnical SkillsMisc1 3110.021% 170.024% 0.003%13.375%
59Content ManagerTechnical SkillsBusiness applications1 1,5070.102% 430.060% -0.041%-40.819%
1396Continuous ImprovementTechnical SkillsSoftware development1 29,3301.977% 4,6916.557% 4.580%231.728%
878ControllersTechnical SkillsHardware3 8,1070.546% 5530.773% 0.227%41.480%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 1,9780.133% 690.096% -0.037%-27.648%
407Customer information control system (CICS)Technical SkillsBusiness applications2 5,9290.400% 1320.184% -0.215%-53.823%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 109,9317.408% 3,3644.702% -2.706%-36.531%
1368Cyber SecurityTechnical SkillsInformation mgmt3 27,7521.870% 6,6529.298% 7.427%397.149%
953Data acquisition systemsTechnical SkillsInformation mgmt1 5,3170.358% 4000.559% 0.201%56.035%
955Data compression softwareTechnical SkillsInformation mgmt1 2,1780.147% 1030.144% -0.003%-1.914%
956Data conversion softwareTechnical SkillsInformation mgmt1 6,9770.470% 2520.352% -0.118%-25.086%
958Data dictionaryTechnical SkillsInformation mgmt1 3,6150.244% 1530.214% -0.030%-12.217%
959Data entryTechnical SkillsInformation mgmt1 177,07611.933% 9651.349% -10.584%-88.697%
962Data mappingTechnical SkillsInformation mgmt1 7,1980.485% 3450.482% -0.003%-0.589%
67Data MiningTechnical SkillsInformation mgmt5 52,0823.510% 1,0701.496% -2.014%-57.389%
963Data modelingTechnical SkillsInformation mgmt1 36,2282.441% 1,3611.902% -0.539%-22.081%
68Data WarehousingTechnical SkillsInformation mgmt2 61,2694.129% 2,2733.177% -0.952%-23.054%
69Database AdministrationTechnical SkillsInformation mgmt12 82,8725.585% 3,2174.496% -1.088%-19.486%
969Database design softwareTechnical SkillsInformation mgmt15 54,9573.703% 1,8952.649% -1.055%-28.482%
1268Database ReportingTechnical SkillsInformation mgmt3 18,5601.251% 5110.714% -0.537%-42.895%
1269Database SecurityTechnical SkillsInformation mgmt2 1100.007% 50.007% -0.000%-5.723%
1373Database SecurityTechnical SkillsInformation mgmt1 4650.031% 290.041% 0.009%29.352%
1270Database ServersTechnical SkillsInformation mgmt3 13,6940.923% 2590.362% -0.561%-60.772%
1271Database TestingTechnical SkillsInformation mgmt1 8870.060% 440.061% 0.002%2.886%
1160DebuggingTechnical SkillsSoftware development7 66,4184.476% 3,1464.397% -0.079%-1.757%
1385DecryptionTechnical SkillsInformation mgmt2 5740.039% 290.041% 0.002%4.789%
418Desktop publishing softwareTechnical SkillsBusiness applications13 22,1581.493% 2,3643.304% 1.811%121.282%
1272Development EnvironmentTechnical SkillsSoftware development13 44,7573.016% 1,4732.059% -0.957%-31.739%
1273Digital ImagingTechnical SkillsHardware1 3210.022% 290.041% 0.019%87.379%
883Digital Signal Processor (DSP)Technical SkillsHardware2 1,4900.100% 560.078% -0.022%-22.047%
423Disk operating system (DOS)Technical SkillsBusiness applications1 3,4340.231% 1420.198% -0.033%-14.234%
1307Doctor of PhilosophyTechnical SkillsMisc3 66,3264.470% 2,3553.292% -1.178%-26.356%
973Document management softwareTechnical SkillsInformation mgmt4 14,6460.987% 1,1571.617% 0.630%63.849%
1020Domain name system (DNS)Technical SkillsNetwork3 41,9122.824% 2,3663.307% 0.483%17.086%
61DreamweaverTechnical SkillsSoftware development1 7,3050.492% 800.112% -0.380%-77.286%
54DSS/GDSSTechnical SkillsBusiness applications5 19,4331.310% 8971.254% -0.056%-4.263%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 480.003% 10.001% -0.002%-56.790%
62EclipseTechnical SkillsSoftware development1 17,6861.192% 4630.647% -0.545%-45.702%
1308Electronic CommerceTechnical SkillsBusiness applications2 51,9233.499% 1,1721.638% -1.861%-53.184%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 12,4250.837% 4410.616% -0.221%-26.384%
1023Electronic mail softwareTechnical SkillsNetwork8 24,8271.673% 1,4281.996% 0.323%19.298%
1384EncryptionTechnical SkillsInformation mgmt1 520.004% 200.028% 0.024%697.729%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 80,7295.440% 3,2844.590% -0.850%-15.627%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications15 106,0067.144% 3,5364.942% -2.201%-30.815%
1321Environmental CertificationTechnical SkillsEnvironmental1 1640.011% 410.057% 0.046%418.524%
1328Environmental CleanupTechnical SkillsEnvironmental1 1,2930.087% 00.000% -0.087%-100.000%
1329Environmental EnergyTechnical SkillsEnvironmental21 5,1480.347% 5530.773% 0.426%122.800%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 5,2870.356% 2750.384% 0.028%7.883%
1327Environmental PollutionTechnical SkillsEnvironmental21 36,2632.444% 5780.808% -1.636%-66.941%
1324Environmental Pollution ControlTechnical SkillsEnvironmental8 3,0030.202% 2810.393% 0.190%94.079%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental7 7650.052% 1270.178% 0.126%244.327%
1326Environmental Product StewardshipTechnical SkillsEnvironmental12 45,8643.091% 3700.517% -2.574%-83.268%
1331Environmental ScienceTechnical SkillsEnvironmental2 1900.013% 80.011% -0.002%-12.670%
1322Environmental TechnologyTechnical SkillsEnvironmental2 2300.015% 200.028% 0.012%80.356%
461Expert system softwareTechnical SkillsBusiness applications1 4850.033% 160.022% -0.010%-31.576%
1359FacebookTechnical SkillsSocial Networking1 146,8729.897% 9321.303% -8.595%-86.838%
463Facilities management softwareTechnical SkillsBusiness applications4 8,6670.584% 5960.833% 0.249%42.628%
468Flight control softwareTechnical SkillsBusiness applications1 1360.009% 150.021% 0.012%128.760%
469Flowchart softwareTechnical SkillsBusiness applications5 4,4990.303% 1750.245% -0.059%-19.323%
1367ForensicTechnical SkillsInformation mgmt2 48,8803.294% 1,3861.937% -1.357%-41.189%
1112Fraud DetectionTechnical SkillsSecurity1 6,4990.438% 7611.064% 0.626%142.866%
63FrontPageTechnical SkillsSoftware development1 8710.059% 60.008% -0.050%-85.712%
475Fund accounting softwareTechnical SkillsBusiness applications1 5790.039% 440.061% 0.022%57.617%
1260GamingTechnical SkillsMisc2 24,3921.644% 8441.180% -0.464%-28.233%
113Generic databasesTechnical SkillsInformation mgmt2 161,31510.871% 9,16112.804% 1.934%17.787%
1365Google AppsTechnical SkillsBusiness applications4 2,7900.188% 2110.295% 0.107%56.858%
1364Google PlusTechnical SkillsSocial Networking1 170.001% 100.014% 0.013%1,120.056%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications31 111,0827.486% 3,9815.564% -1.921%-25.668%
484Graphic softwareTechnical SkillsBusiness applications16 136,4099.192% 4,6976.565% -2.627%-28.582%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 14,6580.988% 2360.330% -0.658%-66.606%
1323Green ITTechnical SkillsEnvironmental9 3,5330.238% 1360.190% -0.048%-20.159%
893Guidance systemsTechnical SkillsHardware1 680.005% 10.001% -0.003%-69.499%
1371HackingTechnical SkillsInformation mgmt5 7,4140.500% 6100.853% 0.353%70.650%
895Hardware description language (HDL)Technical SkillsHardware2 1160.008% 130.018% 0.010%132.442%
1277Hardware DesignTechnical SkillsHardware20 6,5890.444% 4870.681% 0.237%53.299%
1278Hardware TestingTechnical SkillsHardware4 1,8280.123% 910.127% 0.004%3.251%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 7680.052% 1350.189% 0.137%264.587%
492Helpdesk or call centerTechnical SkillsBusiness applications2 146,7459.889% 4,8216.738% -3.151%-31.860%
1377Homeland SecurityTechnical SkillsInformation mgmt1 58,1423.918% 1,9172.679% -1.239%-31.615%
114IBM databasesTechnical SkillsInformation mgmt2 31,0402.092% 8451.181% -0.911%-43.537%
121IBM operating systemsTechnical SkillsBusiness applications4 30,4032.049% 5620.786% -1.263%-61.660%
898Image capture devicesTechnical SkillsHardware9 7,0470.475% 7801.090% 0.615%129.572%
524Industrial control softwareTechnical SkillsBusiness applications3 5,1770.349% 5400.755% 0.406%116.344%
975Information retrieval or search softwareTechnical SkillsInformation mgmt5 15,9391.074% 9021.261% 0.187%17.375%
1375Information SecurityTechnical SkillsInformation mgmt3 75,1695.066% 6,8959.637% 4.572%90.250%
899InfraredTechnical SkillsHardware1 3,0370.205% 810.113% -0.091%-44.682%
1180InstallationTechnical SkillsSoftware development1 126,4448.521% 7,65310.697% 2.176%25.534%
901Interface definition language (IDL)Technical SkillsHardware1 1850.012% 130.018% 0.006%45.747%
536Internet browser softwareTechnical SkillsBusiness applications4 7,4010.499% 6130.857% 0.358%71.790%
1393Intrusion DetectionTechnical SkillsInformation mgmt1 18,7371.263% 1,1701.635% 0.373%29.513%
541Inventory management softwareTechnical SkillsBusiness applications3 7,2900.491% 7461.043% 0.551%112.246%
1414ISO 9000Technical SkillsSoftware development1 1,6320.110% 590.082% -0.028%-25.017%
73IT Architecture/StandardsTechnical SkillsHardware2 17,6821.192% 9331.304% 0.112%9.441%
1357Java METechnical SkillsMobile Platforms2 3990.027% 10.001% -0.025%-94.802%
1035KernelTechnical SkillsNetwork1 4,7870.323% 870.122% -0.201%-62.305%
907LasersTechnical SkillsHardware1 3690.025% 660.092% 0.067%270.976%
1038License management softwareTechnical SkillsNetwork1 1,0640.072% 1250.175% 0.103%143.667%
1361LinkedInTechnical SkillsSocial Networking1 14,8511.001% 1,0521.470% 0.470%46.923%
908Mainframe computersTechnical SkillsHardware2 68,0634.587% 1,2611.763% -2.824%-61.573%
124Mainframe operating systemsTechnical SkillsBusiness applications8 21,3781.441% 1,1491.606% 0.165%11.476%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications9 30,2132.036% 1,1761.644% -0.392%-19.269%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 7,6560.516% 2930.410% -0.106%-20.623%
1281Medical softwareTechnical SkillsBusiness applications9 12,4910.842% 8971.254% 0.412%48.944%
115Microsoft databasesTechnical SkillsInformation mgmt5 160,60910.823% 5,1337.174% -3.649%-33.713%
119Microsoft operating systemsTechnical SkillsBusiness applications4 245,37716.536% 12,01816.798% 0.262%1.584%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 3,5630.240% 1360.190% -0.050%-20.832%
625MultimediaTechnical SkillsBusiness applications1 124,1798.368% 5360.749% -7.619%-91.047%
1362MySpaceTechnical SkillsSocial Networking1 6540.044% 20.003% -0.041%-93.657%
74Network administrationTechnical SkillsHardware17 172,25811.608% 7,87011.000% -0.608%-5.240%
1282Network Administration softwareTechnical SkillsNetwork18 82,3585.550% 5,4137.566% 2.016%36.320%
1283Network HardwareTechnical SkillsNetwork11 56,0223.775% 2,8934.044% 0.268%7.107%
1284Network Monitoring softwareTechnical SkillsNetwork15 33,7442.274% 2,1533.009% 0.735%32.335%
1059Network operation system software (NOS)Technical SkillsNetwork2 2,9440.198% 710.099% -0.099%-49.979%
1122Network securityTechnical SkillsSecurity1 45,6433.076% 2,3833.331% 0.255%8.288%
1369Network SecurityTechnical SkillsInformation mgmt1 7,4830.504% 3800.531% 0.027%5.326%
1285Network Security softwareTechnical SkillsSecurity36 113,9897.682% 8,52211.911% 4.230%55.063%
1286Network softwareTechnical SkillsNetwork6 20,9001.408% 1,0591.480% 0.072%5.094%
1287Network TestingTechnical SkillsNetwork11 27,4371.849% 9621.345% -0.504%-27.278%
1065Novell network softwareTechnical SkillsNetwork2 1,7920.121% 240.034% -0.087%-72.222%
643OberonTechnical SkillsBusiness applications1 1870.013% 60.008% -0.004%-33.451%
1413Object Oriented DesignTechnical SkillsSoftware development2 18,4601.244% 3240.453% -0.791%-63.597%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 88,7245.979% 2,0122.812% -3.167%-52.966%
1288Office ApplicationsTechnical SkillsBusiness applications13 262,42417.684% 18,73226.182% 8.497%48.050%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 11,0940.748% 2070.289% -0.458%-61.300%
116Open-source databasesTechnical SkillsInformation mgmt4 43,2322.913% 1,4191.983% -0.930%-31.922%
118Open-source operating systemsTechnical SkillsBusiness applications8 143,7999.690% 6,7119.380% -0.310%-3.203%
56Operating SystemsTechnical SkillsBusiness applications3 111,4417.510% 7,84610.966% 3.457%46.027%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 9020.061% 760.106% 0.045%74.757%
117Oracle databasesTechnical SkillsInformation mgmt1 238,07416.043% 6,0168.409% -7.635%-47.589%
1354Palm OSTechnical SkillsMobile Platforms3 2830.019% 10.001% -0.018%-92.671%
1376Penetration TestingTechnical SkillsInformation mgmt5 48,7253.284% 4,7176.593% 3.309%100.790%
1289Physical ToolsTechnical SkillsHardware1 660.004% 150.021% 0.017%371.385%
683Point of sale (POS)Technical SkillsBusiness applications3 8,0430.542% 5700.797% 0.255%46.989%
686PolkaTechnical SkillsBusiness applications1 150.001% 130.018% 0.017%1,697.549%
931PrintersTechnical SkillsHardware3 18,1541.223% 2,3173.238% 2.015%164.717%
43ProgrammingTechnical SkillsSoftware development1 245,13216.519% 9,85213.770% -2.749%-16.641%
700ProvisioningTechnical SkillsBusiness applications1 19,8981.341% 1,3621.904% 0.563%41.970%
1405Rapid Application DevelopmentTechnical SkillsSoftware development2 6,6170.446% 1700.238% -0.208%-46.714%
1258Rate ControlTechnical SkillsTechnical applications1 120.001% 00.000% -0.001%-100.000%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 13,2840.895% 1180.165% -0.730%-81.576%
1077Remote control softwareTechnical SkillsNetwork2 2,2220.150% 1710.239% 0.089%59.618%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 9080.061% 480.067% 0.006%9.644%
1379Risk AnalysisTechnical SkillsInformation mgmt1 10,2450.690% 7941.110% 0.419%60.745%
1262RoboticsTechnical SkillsHardware3 3,5500.239% 5750.804% 0.564%235.945%
1318RSATechnical SkillsSecurity1 5,3960.364% 2470.345% -0.018%-5.059%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 17,0931.152% 8481.185% 0.033%2.898%
44SDLCTechnical SkillsSoftware development7 153,03610.313% 6,5839.201% -1.112%-10.781%
1132Secure shell (SSH)Technical SkillsSecurity1 1030.007% 10.001% -0.006%-79.863%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 16,9811.144% 6250.874% -0.271%-23.661%
76SecurityTechnical SkillsHardware4 1,095,83773.847% 32,44445.347% -28.500%-38.593%
1382Security AuditTechnical SkillsInformation mgmt1 1,7660.119% 1060.148% 0.029%24.493%
1315Security ClearanceTechnical SkillsMisc2 132,6538.939% 8,55111.952% 3.012%33.699%
1381Security PlanTechnical SkillsInformation mgmt1 2,0300.137% 2470.345% 0.208%152.365%
1380Security PolicyTechnical SkillsInformation mgmt2 30,4692.053% 2,9494.122% 2.069%100.745%
1135Security testing softwareTechnical SkillsSecurity1 4,0260.271% 5290.739% 0.468%172.528%
60Sharepoint ServerTechnical SkillsBusiness applications1 5,1590.348% 950.133% -0.215%-61.807%
1084Signal generatorsTechnical SkillsNetwork1 2800.019% 200.028% 0.009%48.150%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 10,2560.691% 2980.417% -0.275%-39.735%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 31,8462.146% 1,3041.823% -0.323%-15.072%
1220Simulation softwareTechnical SkillsSoftware development5 16,0881.084% 1,7042.382% 1.298%119.683%
1366Social NetworkTechnical SkillsSocial Networking1 2,7130.183% 390.055% -0.128%-70.184%
1358Social NetworkingTechnical SkillsSocial Networking1 6,4430.434% 960.134% -0.300%-69.096%
42Software DevelopmentTechnical SkillsSoftware development2 364,27524.548% 9,31813.024% -11.524%-46.946%
1291Software Development softwareTechnical SkillsSoftware development3 2,3580.159% 270.038% -0.121%-76.251%
1309Software EngineeringTechnical SkillsSoftware development1 213,56514.392% 3,4754.857% -9.535%-66.252%
1292Software InstallationTechnical SkillsSoftware development4 147,6159.948% 8,63212.065% 2.117%21.286%
1223Software librariesTechnical SkillsSoftware development1 2180.015% 260.036% 0.022%147.369%
1293Software MaintenanceTechnical SkillsSoftware development1 6,6970.451% 1920.268% -0.183%-40.537%
1294Software TestingTechnical SkillsSoftware development14 123,1278.297% 7,23410.111% 1.814%21.858%
1225Source code management (SCM)Technical SkillsSoftware development5 33,3582.248% 1,4682.052% -0.196%-8.724%
1229Static analysis softwareTechnical SkillsSoftware development1 6190.042% 360.050% 0.009%20.626%
772Statistical analysis softwareTechnical SkillsBusiness applications26 124,1968.369% 6,8039.509% 1.139%13.611%
774Statistical softwareTechnical SkillsBusiness applications1 41,2742.781% 2,6633.722% 0.941%33.821%
1230Stress testing softwareTechnical SkillsSoftware development1 2,3630.159% 1000.140% -0.019%-12.226%
122Sun operating systemsTechnical SkillsBusiness applications3 45,1423.042% 9601.342% -1.700%-55.892%
939Surveillance systemsTechnical SkillsHardware5 15,5961.051% 1,4652.048% 0.997%94.829%
791Symantec softwareTechnical SkillsBusiness applications1 11,1910.754% 4010.560% -0.194%-25.680%
1355SymbianTechnical SkillsMobile Platforms1 200.001% 00.000% -0.001%-100.000%
1310System AdministrationTechnical SkillsNetwork4 93,4876.300% 5,2927.397% 1.097%17.408%
45System TestingTechnical SkillsSoftware development5 23,2691.568% 1,3711.916% 0.348%22.205%
46Systems AnalysisTechnical SkillsSoftware development8 117,9167.946% 6,4368.996% 1.049%13.207%
47Systems DesignTechnical SkillsSoftware development1 18,1361.222% 1,1001.537% 0.315%25.800%
1233Systems EvaluationTechnical SkillsSoftware development1 4590.031% 440.061% 0.031%98.824%
1234Systems integrationTechnical SkillsSoftware development8 92,4506.230% 1,7212.405% -3.825%-61.390%
75TCP/IPTechnical SkillsHardware3 62,0934.184% 2,5553.571% -0.613%-14.655%
1235Technology DesignTechnical SkillsSoftware development1 1,8470.124% 1110.155% 0.031%24.648%
1236TemplatesTechnical SkillsSoftware development1 23,9651.615% 1,5152.118% 0.503%31.118%
1239Test implementationTechnical SkillsSoftware development1 3860.026% 670.094% 0.068%260.011%
1302TestingTechnical SkillsSoftware development1 375,18625.283% 21,19429.623% 4.340%17.164%
1297Training softwareTechnical SkillsBusiness applications3 2,2940.155% 1380.193% 0.038%24.771%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 2,2470.151% 660.092% -0.059%-39.079%
1360TwitterTechnical SkillsSocial Networking1 25,7961.738% 1,0261.434% -0.304%-17.506%
1411Unified ProcessTechnical SkillsSoftware development1 3,2420.218% 300.042% -0.177%-80.807%
123UNIX operating systemsTechnical SkillsBusiness applications5 184,28012.418% 3,8205.339% -7.079%-57.005%
1298UNIX ShellsTechnical SkillsBusiness applications4 31,1142.097% 9771.366% -0.731%-34.872%
1410Use CaseTechnical SkillsSoftware development1 9,9310.669% 4480.626% -0.043%-6.435%
48User-Interface DesignTechnical SkillsSoftware development2 91,8066.187% 1,8042.521% -3.665%-59.244%
836Video creation and editing softwareTechnical SkillsBusiness applications3 1,9460.131% 790.110% -0.021%-15.800%
64Visual StudioTechnical SkillsSoftware development1 33,4182.252% 1,0511.469% -0.783%-34.769%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 2,4710.167% 660.092% -0.074%-44.601%
77Voice/Data TelecomTechnical SkillsHardware10 167,37611.279% 5,1317.172% -4.108%-36.418%
1299Web Application ServerTechnical SkillsBusiness applications8 54,4223.667% 9891.382% -2.285%-62.308%
1248Web platform development softwareTechnical SkillsSoftware development5 2,9730.200% 90.013% -0.188%-93.721%
65web programmerTechnical SkillsSoftware development4 58,6923.955% 5550.776% -3.179%-80.387%
58Web serversTechnical SkillsBusiness applications6 74,3645.011% 2,0572.875% -2.136%-42.628%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 53,3183.593% 1,4111.972% -1.621%-45.111%
1356Windows CETechnical SkillsMobile Platforms4 4,1890.282% 230.032% -0.250%-88.612%
1102WirelessTechnical SkillsNetwork5 49,4013.329% 2,8163.936% 0.607%18.229%
1363YouTubeTechnical SkillsSocial Networking2 1,3060.088% 3500.489% 0.401%455.845%
79.NETProgramming SkillsCurrent1 145,4799.804% 3,0294.234% -5.570%-56.816%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 420.003% 30.004% 0.001%48.150%
209A programming language (APL)Programming SkillsLegacy2 1,7060.115% 1370.191% 0.077%66.560%
99AdaProgramming SkillsLegacy1 5,2590.354% 1,0641.487% 1.133%319.631%
80AJAXProgramming SkillsCurrent1 47,5533.205% 5920.827% -2.377%-74.179%
210Algorithmic language (ALGOL)Programming SkillsLegacy1 520.004% 10.001% -0.002%-60.114%
192Apple AppleScriptProgramming SkillsCurrent1 1500.010% 80.011% 0.001%10.618%
81ASPProgramming SkillsCurrent2 77,3555.213% 1,6082.248% -2.965%-56.885%
108AssemblyProgramming SkillsLegacy2 1,6540.111% 340.048% -0.064%-57.364%
211AWKProgramming SkillsLegacy1 1,5350.103% 290.041% -0.063%-60.815%
212BProgramming SkillsLegacy1 18,6481.257% 1,0151.419% 0.162%12.892%
83C#Programming SkillsCurrent2 125,9668.489% 2,9274.091% -4.398%-51.805%
82C/C++Programming SkillsCurrent3 149,40910.068% 3,9185.476% -4.592%-45.610%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 69,5484.687% 2,4563.433% -1.254%-26.756%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 3940.027% 110.015% -0.011%-42.094%
84CGIProgramming SkillsCurrent2 13,5320.912% 4740.663% -0.249%-27.348%
217ClipperProgramming SkillsLegacy1 1430.010% 50.007% -0.003%-27.479%
218CLUProgramming SkillsLegacy1 1470.010% 40.006% -0.004%-43.562%
100CobolProgramming SkillsLegacy1 10,0850.680% 2940.411% -0.269%-39.536%
85ColdFusionProgramming SkillsCurrent2 7,2980.492% 1370.191% -0.300%-61.065%
219Combined programming language (CPL)Programming SkillsLegacy1 1420.010% 60.008% -0.001%-12.362%
195Component object model (COM)Programming SkillsCurrent1 520.004% 10.001% -0.002%-60.114%
125Database programmingProgramming SkillsCurrent3 21,2941.435% 4180.584% -0.851%-59.286%
196Distributed component object model (DCOM)Programming SkillsCurrent1 9590.065% 90.013% -0.052%-80.535%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 4,3960.296% 450.063% -0.233%-78.768%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 2,1140.142% 740.103% -0.039%-27.397%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 8,8660.597% 1300.182% -0.416%-69.588%
109ForthProgramming SkillsLegacy1 5,6100.378% 8751.223% 0.845%223.500%
102FortranProgramming SkillsLegacy1 9640.065% 410.057% -0.008%-11.786%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 204,75413.798% 4,3406.066% -7.732%-56.037%
222JProgramming SkillsLegacy1 5,8600.395% 3540.495% 0.100%25.295%
87Java/J2EE/J2PProgramming SkillsCurrent4 226,52415.265% 6,1738.628% -6.637%-43.479%
97JavaScriptProgramming SkillsCurrent3 103,6396.984% 3,9075.461% -1.523%-21.810%
89JavaServer FacesProgramming SkillsCurrent3 8,8250.595% 1060.148% -0.447%-75.087%
88JavaServer PagesProgramming SkillsCurrent3 34,3922.318% 4360.609% -1.708%-73.706%
223Job control language (JCL)Programming SkillsLegacy2 8,3530.563% 1770.247% -0.316%-56.050%
126LAMPProgramming SkillsCurrent1 10,0410.677% 1020.143% -0.534%-78.931%
104LispProgramming SkillsLegacy1 5120.035% 160.022% -0.012%-35.185%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 5830.039% 580.081% 0.042%106.342%
201Microsoft ActiveXProgramming SkillsCurrent1 9730.066% 70.010% -0.056%-85.078%
107PascalProgramming SkillsLegacy1 4100.028% 140.020% -0.008%-29.177%
90PerlProgramming SkillsCurrent1 53,9043.633% 1,4732.059% -1.574%-43.323%
91PHPProgramming SkillsCurrent1 36,3532.450% 1,0261.434% -1.016%-41.462%
103PL/1Programming SkillsLegacy3 2060.014% 110.015% 0.001%10.753%
105PrologProgramming SkillsLegacy1 6930.047% 220.031% -0.016%-34.156%
95PythonProgramming SkillsCurrent1 34,7672.343% 3,7095.184% 2.841%121.268%
228Register transfer language (RTL)Programming SkillsLegacy1 14,7740.996% 250.035% -0.961%-96.490%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 2400.016% 160.022% 0.006%38.273%
206Scripting languagesProgramming SkillsCurrent1 15,6741.056% 1,0851.517% 0.460%43.575%
101SmalltalkProgramming SkillsLegacy1 1790.012% 20.003% -0.009%-76.826%
92SQLProgramming SkillsCurrent3 353,10923.795% 11,74016.409% -7.386%-31.041%
110TCLProgramming SkillsLegacy1 1,9580.132% 540.075% -0.056%-42.798%
98Unified Modeling LanguageProgramming SkillsCurrent2 27,7771.872% 3920.548% -1.324%-70.730%
93Visual BasicProgramming SkillsCurrent6 71,2964.805% 1,6862.357% -2.448%-50.952%
207Web service definition language (WSDL)Programming SkillsCurrent2 7,4870.505% 2010.281% -0.224%-44.318%
94XMLProgramming SkillsCurrent2 112,7207.596% 2,2743.178% -4.418%-58.157%
1342Computer ScienceMajorsComputer Science2 492,20833.169% 27,70238.719% 5.550%16.732%
1344Information TechnologyMajorsInformation Technology3 1,483,932100.000% 71,546100.000% 0.000%0.000%
1343Management Information SystemsMajorsManagement Information Systems9 291,09919.617% 19,10926.709% 7.092%36.153%