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Skill Frequencies: April, 2007 through 2019-02-22

All Degrees

All Degree Programs

2019-02-22Jobs Found:4,389,420Click 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 13,3440.304% 2,3970.711% 0.407%134.007%
2Attention to DetailsSoft SkillsProblem-solving skills1 15,9230.363% 1,6370.486% 0.123%33.928%
8Conflict ResolutionSoft SkillsInterpersonal skills1 25,7320.586% 2,9700.881% 0.295%50.359%
231CooperationSoft SkillsInterpersonal skills1 33,7460.769% 3,6991.098% 0.329%42.794%
3CreativitySoft SkillsProblem-solving skills4 137,6313.136% 17,3675.154% 2.019%64.382%
4Critical thinkingSoft SkillsProblem-solving skills3 62,1361.416% 11,6873.469% 2.053%145.023%
1300FlexibilitySoft SkillsWork ethic1 195,7124.459% 17,8575.300% 0.841%18.861%
232IndependenceSoft SkillsInterpersonal skills1 23,0770.526% 3,3340.989% 0.464%88.206%
13Initiative/Motivation to workSoft SkillsWork ethic5 540,10812.305% 57,21816.981% 4.677%38.006%
256InnovationSoft SkillsProblem-solving skills1 328,7627.490% 51,07715.159% 7.669%102.391%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 430,9079.817% 54,67816.228% 6.411%65.301%
1422InternshipSoft SkillsWork ethic3 98,9082.253% 13,8304.105% 1.851%82.154%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 2,6090.059% 5090.151% 0.092%154.150%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 298,3416.797% 39,32811.672% 4.875%71.726%
10LeadershipSoft SkillsInterpersonal skills1 901,50720.538% 91,01027.010% 6.472%31.512%
258LearningSoft SkillsProblem-solving skills1 384,6068.762% 56,35016.724% 7.962%90.864%
1Learning AbilitySoft SkillsProblem-solving skills3 78,4611.788% 9,8932.936% 1.149%64.256%
236ListeningSoft SkillsLanguage skills1 97,3632.218% 8,4162.498% 0.280%12.605%
260MathematicsSoft SkillsProblem-solving skills3 241,7675.508% 32,4419.628% 4.120%74.801%
261MemorizationSoft SkillsProblem-solving skills2 2740.006% 1160.034% 0.028%451.511%
18Negotiation SkillsSoft SkillsLanguage skills1 37,4370.853% 3,1630.939% 0.086%10.064%
262OptimizationSoft SkillsProblem-solving skills1 218,9774.989% 21,1776.285% 1.296%25.983%
19Oral CommunicationsSoft SkillsLanguage skills5 71,6711.633% 8,3302.472% 0.839%51.408%
273PersistenceSoft SkillsWork ethic1 16,2990.371% 1,5240.452% 0.081%21.807%
239PersuasionSoft SkillsLanguage skills1 6,8340.156% 1,0260.304% 0.149%95.578%
1301Physical SkillSoft SkillsWork ethic2 5,9050.135% 2,0350.604% 0.469%348.943%
240PresentationsSoft SkillsLanguage skills1 209,6084.775% 23,7357.044% 2.269%47.512%
265Problem Solving SkillsSoft SkillsProblem-solving skills3 782,07117.817% 75,52922.416% 4.599%25.810%
20Questioning skillsSoft SkillsLanguage skills1 1,2780.029% 1480.044% 0.015%50.861%
241Reading ComprehensionSoft SkillsLanguage skills1 1,3220.030% 3410.101% 0.071%236.024%
6Research skillsSoft SkillsProblem-solving skills1 7,6440.174% 9640.286% 0.112%64.287%
15ResponsibilitySoft SkillsWork ethic2 408,8719.315% 41,23312.237% 2.922%31.373%
234Self ControlSoft SkillsInterpersonal skills1 4920.011% 790.023% 0.012%109.175%
11Self-esteemSoft SkillsInterpersonal skills1 5840.013% 3350.099% 0.086%647.272%
16Self-managementSoft SkillsWork ethic1 5,1930.118% 6780.201% 0.083%70.082%
250Stress ToleranceSoft SkillsPhysical skills1 7960.018% 1900.056% 0.038%210.948%
12TeamworkSoft SkillsInterpersonal skills1 183,3624.177% 21,3466.335% 2.158%51.654%
17Time ManagementSoft SkillsWork ethic2 152,1123.465% 16,6834.951% 1.486%42.875%
268VisualizationSoft SkillsProblem-solving skills1 52,5581.197% 11,8813.526% 2.329%194.484%
7Working under pressureSoft SkillsProblem-solving skills1 2,3840.054% 3520.104% 0.050%92.346%
21Written CommunicationsSoft SkillsLanguage skills5 655,47414.933% 58,50317.363% 2.430%16.270%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 344,3117.844% 45,22213.421% 5.577%71.098%
172Account managementBusiness SkillsManagement skills1 45,5671.038% 3,8811.152% 0.114%10.953%
22AccountingBusiness SkillsBusiness processes4 507,78911.568% 27,5128.165% -3.403%-29.419%
1263Accounting softwareBusiness SkillsBusiness processes7 61,9281.411% 3,7681.118% -0.293%-20.737%
174AdministrationBusiness SkillsManagement skills3 1,068,11224.334% 74,73922.181% -2.152%-8.846%
1313AnalystBusiness SkillsProject management1 740,52916.871% 56,53016.777% -0.094%-0.555%
175Application managementBusiness SkillsManagement skills5 302,8596.900% 22,8386.778% -0.122%-1.765%
150Asset managementBusiness SkillsBusiness processes1 59,3081.351% 6,1131.814% 0.463%34.273%
151AuditingBusiness SkillsBusiness processes5 262,9535.991% 23,8347.074% 1.083%18.077%
1264Auditing softwareBusiness SkillsBusiness processes1 2210.005% 70.002% -0.003%-58.738%
152BillingBusiness SkillsBusiness processes1 116,1172.645% 7,2252.144% -0.501%-18.943%
153Bills of LadingBusiness SkillsBusiness processes1 1180.003% 260.008% 0.005%187.037%
1314Business AnalystBusiness SkillsProject management1 272,7866.215% 14,0014.155% -2.059%-33.137%
35Business IntelligenceBusiness SkillsStrategy skills1 182,4754.157% 12,7533.785% -0.372%-8.955%
155Business performance management (BPM)Business SkillsBusiness processes2 26,4960.604% 1,4420.428% -0.176%-29.102%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 60,9231.388% 1,4910.443% -0.945%-68.118%
36Business StrategyBusiness SkillsStrategy skills3 820,60818.695% 87,71626.033% 7.338%39.248%
182Calendar and schedulingBusiness SkillsProject management3 173,0863.943% 16,0444.762% 0.818%20.753%
156Capacity planningBusiness SkillsBusiness processes1 85,2051.941% 4,4031.307% -0.634%-32.682%
28Change ManagementBusiness SkillsManagement skills1 172,1693.922% 16,6144.931% 1.008%25.709%
183Content workflowBusiness SkillsProject management1 1690.004% 80.002% -0.001%-38.333%
24Contracting and legalBusiness SkillsBusiness processes2 299,5686.825% 28,7518.533% 1.708%25.027%
176CoordinationBusiness SkillsManagement skills1 209,9164.782% 24,5917.298% 2.516%52.608%
157Cost accountingBusiness SkillsBusiness processes1 6,7380.154% 6240.185% 0.032%20.643%
158Cost estimationBusiness SkillsBusiness processes1 3,3380.076% 2570.076% 0.000%0.298%
1312Customer SupportBusiness SkillsBusiness processes6 850,23319.370% 67,74020.104% 0.734%3.790%
1339EducationBusiness SkillsIndustry Segment1 42,0970.959% 7,1552.123% 1.164%121.414%
1333EnergyBusiness SkillsIndustry Segment1 215,8344.917% 21,4816.375% 1.458%29.653%
1340EntertainmentBusiness SkillsIndustry Segment1 230,7975.258% 7,7732.307% -2.951%-56.126%
1319EnvironmentalBusiness SkillsEnvironmental16 180,7814.119% 16,0974.777% 0.659%15.995%
1320Environmental StrategyBusiness SkillsEnvironmental9 34,3510.783% 10,3193.063% 2.280%291.332%
161FinancialBusiness SkillsBusiness processes2 1,074,92724.489% 83,98624.926% 0.437%1.783%
1275Financial Analysis softwareBusiness SkillsBusiness processes8 5,2430.119% 4280.127% 0.008%6.343%
1332Health CareBusiness SkillsIndustry Segment2 713,43216.253% 50,08014.863% -1.391%-8.555%
177Human resourcesBusiness SkillsManagement skills2 341,7637.786% 21,1796.286% -1.500%-19.271%
1336InsuranceBusiness SkillsIndustry Segment1 24,7280.563% 1,8290.543% -0.021%-3.646%
1316Managing/SupervisionBusiness SkillsManagement skills5 1,744,66239.747% 129,05638.302% -1.445%-3.636%
1334ManufacturingBusiness SkillsIndustry Segment2 375,5528.556% 25,4407.550% -1.006%-11.754%
26MarketingBusiness SkillsBusiness processes1 546,38112.448% 33,3349.893% -2.555%-20.524%
185MonitoringBusiness SkillsProject management1 492,13111.212% 50,52914.996% 3.784%33.754%
179NegotiationBusiness SkillsManagement skills1 148,5953.385% 13,6464.050% 0.665%19.632%
163Operation and ControlBusiness SkillsBusiness processes2 2,8320.065% 7200.214% 0.149%231.197%
29Outsourcing ManagementBusiness SkillsManagement skills3 154,1663.512% 3,2690.970% -2.542%-72.377%
167ProcurementBusiness SkillsBusiness processes1 123,5922.816% 9,7212.885% 0.069%2.463%
1290Project Management softwareBusiness SkillsProject management3 116,5912.656% 6,0471.795% -0.862%-32.435%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 761,27717.343% 60,06917.827% 0.484%2.791%
168QualityBusiness SkillsBusiness processes1 1,285,71529.291% 121,64436.102% 6.811%23.252%
1337Real EstateBusiness SkillsIndustry Segment2 190,3264.336% 3,8841.153% -3.183%-73.416%
1335RetailBusiness SkillsIndustry Segment2 847,18319.301% 47,22514.016% -5.285%-27.382%
34Risk ManagementBusiness SkillsProject management1 135,3703.084% 18,6245.527% 2.443%79.224%
169Service OrientationBusiness SkillsBusiness processes1 31,0990.708% 3,1890.946% 0.238%33.584%
27Supply Chain ManagementBusiness SkillsBusiness processes3 161,8553.687% 12,1453.604% -0.083%-2.250%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 8,3910.191% 5590.166% -0.025%-13.215%
178TeachingBusiness SkillsManagement skills7 293,9796.697% 18,3935.459% -1.239%-18.495%
190TimekeepingBusiness SkillsProject management3 117,8652.685% 6,7241.996% -0.690%-25.683%
1296Timekeeping softwareBusiness SkillsProject management1 5,1840.118% 6830.203% 0.085%71.634%
171Total quality management (TQM)Business SkillsBusiness processes2 4,7560.108% 2440.072% -0.036%-33.166%
180TroubleshootingBusiness SkillsManagement skills1 556,41112.676% 48,21614.310% 1.634%12.887%
181VerificationBusiness SkillsManagement skills1 273,4846.231% 18,6375.531% -0.699%-11.225%
1338Waste ManagementBusiness SkillsIndustry Segment1 4,4940.102% 2180.065% -0.038%-36.807%
191WorkflowBusiness SkillsProject management1 188,4044.292% 16,8845.011% 0.719%16.743%
31Working GloballyBusiness SkillsManagement skills3 24,0120.547% 5840.173% -0.374%-68.317%
32Working with Virtual TeamsBusiness SkillsManagement skills2 7,9980.182% 7850.233% 0.051%27.860%
514GLTechnical SkillsSoftware development3 5,9890.136% 2840.084% -0.052%-38.225%
987Access servers & softwareTechnical SkillsNetwork10 134,4313.063% 10,1183.003% -0.060%-1.951%
38Agile Development MethodsTechnical SkillsSoftware development13 270,4926.162% 35,29110.474% 4.311%69.964%
304Algorithmic softwareTechnical SkillsBusiness applications1 1120.003% 20.001% -0.002%-76.737%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 4,7270.108% 4740.141% 0.033%30.629%
1352AndroidTechnical SkillsMobile Platforms3 77,6661.769% 9,8932.936% 1.167%65.937%
1351Apple iOSTechnical SkillsMobile Platforms6 56,2481.281% 4,2521.262% -0.020%-1.523%
120Apple operating systemsTechnical SkillsBusiness applications6 116,4982.654% 12,7543.785% 1.131%42.618%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 43,1340.983% 7150.212% -0.770%-78.406%
1423Artificial IntelligenceTechnical SkillsInformation mgmt5 84,6771.929% 23,5806.998% 5.069%262.765%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 1830.004% 230.007% 0.003%63.728%
1265Backup & RecoveryTechnical SkillsTechnical applications16 332,9927.586% 21,9506.514% -1.072%-14.129%
1386BiometricTechnical SkillsInformation mgmt2 11,2980.257% 8870.263% 0.006%2.275%
1353BlackberryTechnical SkillsMobile Platforms2 32,6630.744% 5540.164% -0.580%-77.905%
336Borland DelphiTechnical SkillsBusiness applications1 6,2920.143% 2620.078% -0.066%-45.755%
337Borland JBuilderTechnical SkillsBusiness applications1 4,1350.094% 320.009% -0.085%-89.919%
338Borland ParadoxTechnical SkillsBusiness applications1 3770.009% 290.009% 0.000%0.208%
72Business Continuity PlanningTechnical SkillsHardware2 72,5161.652% 4,4871.332% -0.320%-19.394%
352Cadence OpusTechnical SkillsBusiness applications1 2,1120.048% 1110.033% -0.015%-31.534%
868CalculatorsTechnical SkillsHardware1 3,9200.089% 2990.089% -0.001%-0.635%
39CASE ToolsTechnical SkillsSoftware development1 228,6525.209% 17,8755.305% 0.096%1.840%
367Categorization or classification softwareTechnical SkillsBusiness applications1 17,6480.402% 1,3110.389% -0.013%-3.227%
112CertificationTechnical SkillsMisc3 814,43518.555% 79,52623.602% 5.048%27.204%
78CiscoTechnical SkillsHardware1 336,3597.663% 14,7904.389% -3.274%-42.719%
1009Cisco Systems IOSTechnical SkillsNetwork1 81,1421.849% 9,7372.890% 1.041%56.324%
40Client-ServerTechnical SkillsSoftware development1 91,5132.085% 2,3520.698% -1.387%-66.519%
1011Cluster server softwareTechnical SkillsNetwork8 66,9261.525% 4,4571.323% -0.202%-13.245%
1147CMAKETechnical SkillsSoftware development1 9250.021% 2660.079% 0.058%274.616%
1151Compatibility testingTechnical SkillsSoftware development1 1,9920.045% 1120.033% -0.012%-26.755%
1152CompilersTechnical SkillsSoftware development5 43,0770.981% 5,0571.501% 0.519%52.931%
1255Compliance softwareTechnical SkillsTechnical applications3 24,5940.560% 2,6050.773% 0.213%37.983%
385Computer aided design (CAD)Technical SkillsBusiness applications12 77,8781.774% 4,3631.295% -0.479%-27.018%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 7,0290.160% 5370.159% -0.001%-0.476%
875Computer diagnosticsTechnical SkillsHardware5 181,1944.128% 19,0345.649% 1.521%36.846%
1107Computer forensicsTechnical SkillsSecurity1 9,7920.223% 7410.220% -0.003%-1.419%
1266Computer HardwareTechnical SkillsHardware15 101,7042.317% 11,2003.324% 1.007%43.459%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 37,2620.849% 2290.068% -0.781%-91.994%
1015Computer serversTechnical SkillsNetwork6 388,9658.861% 24,2637.201% -1.661%-18.739%
1267Computer UtilitiesTechnical SkillsMisc1 2,7140.062% 3870.115% 0.053%85.758%
59Content ManagerTechnical SkillsBusiness applications1 4,2840.098% 1520.045% -0.052%-53.779%
1396Continuous ImprovementTechnical SkillsSoftware development1 84,2771.920% 16,5504.912% 2.992%155.821%
878ControllersTechnical SkillsHardware3 28,0690.639% 3,1330.930% 0.290%45.405%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 5,1710.118% 4850.144% 0.026%22.184%
407Customer information control system (CICS)Technical SkillsBusiness applications2 16,0990.367% 5350.159% -0.208%-56.709%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 251,3455.726% 14,8254.400% -1.326%-23.163%
1368Cyber SecurityTechnical SkillsInformation mgmt3 81,4191.855% 21,4236.358% 4.503%242.769%
953Data acquisition systemsTechnical SkillsInformation mgmt1 21,7170.495% 2,3300.692% 0.197%39.766%
955Data compression softwareTechnical SkillsInformation mgmt1 13,4460.306% 7680.228% -0.078%-25.593%
956Data conversion softwareTechnical SkillsInformation mgmt1 19,1060.435% 1,0610.315% -0.120%-27.658%
958Data dictionaryTechnical SkillsInformation mgmt1 11,0930.253% 6140.182% -0.070%-27.895%
959Data entryTechnical SkillsInformation mgmt1 191,6414.366% 3,1030.921% -3.445%-78.907%
962Data mappingTechnical SkillsInformation mgmt1 21,5790.492% 1,5350.456% -0.036%-7.333%
67Data MiningTechnical SkillsInformation mgmt5 112,4362.562% 8,4602.511% -0.051%-1.981%
963Data modelingTechnical SkillsInformation mgmt1 131,3112.992% 7,8772.338% -0.654%-21.854%
68Data WarehousingTechnical SkillsInformation mgmt2 202,7994.620% 11,4213.390% -1.231%-26.636%
69Database AdministrationTechnical SkillsInformation mgmt12 261,3675.954% 13,2203.923% -2.031%-34.109%
969Database design softwareTechnical SkillsInformation mgmt15 210,3004.791% 10,3143.061% -1.730%-36.110%
1268Database ReportingTechnical SkillsInformation mgmt3 61,9991.412% 2,0150.598% -0.814%-57.661%
1269Database SecurityTechnical SkillsInformation mgmt2 7140.016% 700.021% 0.005%27.716%
1373Database SecurityTechnical SkillsInformation mgmt1 1,0020.023% 1170.035% 0.012%52.113%
1270Database ServersTechnical SkillsInformation mgmt3 51,5461.174% 1,1050.328% -0.846%-72.074%
1271Database TestingTechnical SkillsInformation mgmt1 3,6060.082% 2400.071% -0.011%-13.297%
1160DebuggingTechnical SkillsSoftware development7 287,4326.548% 23,4716.966% 0.418%6.376%
1385DecryptionTechnical SkillsInformation mgmt2 1,4470.033% 1270.038% 0.005%14.336%
418Desktop publishing softwareTechnical SkillsBusiness applications13 62,7351.429% 9,9622.957% 1.527%106.863%
1272Development EnvironmentTechnical SkillsSoftware development13 192,6064.388% 13,1863.913% -0.475%-10.815%
1273Digital ImagingTechnical SkillsHardware1 2,1260.048% 610.018% -0.030%-62.622%
883Digital Signal Processor (DSP)Technical SkillsHardware2 12,1210.276% 1,0980.326% 0.050%18.008%
423Disk operating system (DOS)Technical SkillsBusiness applications1 11,7020.267% 7300.217% -0.050%-18.734%
1307Doctor of PhilosophyTechnical SkillsMisc3 195,7484.460% 19,3245.735% 1.276%28.602%
973Document management softwareTechnical SkillsInformation mgmt4 39,1350.892% 3,4891.035% 0.144%16.140%
1020Domain name system (DNS)Technical SkillsNetwork3 131,2482.990% 9,3322.770% -0.221%-7.375%
61DreamweaverTechnical SkillsSoftware development1 20,2390.461% 3910.116% -0.345%-74.833%
54DSS/GDSSTechnical SkillsBusiness applications5 50,9661.161% 3,0020.891% -0.270%-23.268%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 1630.004% 250.007% 0.004%99.802%
62EclipseTechnical SkillsSoftware development1 81,0111.846% 3,5881.065% -0.781%-42.303%
1308Electronic CommerceTechnical SkillsBusiness applications2 183,4844.180% 8,7842.607% -1.573%-37.635%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 36,3680.829% 1,8570.551% -0.277%-33.482%
1023Electronic mail softwareTechnical SkillsNetwork8 66,1171.506% 4,9171.459% -0.047%-3.120%
1384EncryptionTechnical SkillsInformation mgmt1 2640.006% 750.022% 0.016%270.087%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 205,0034.670% 12,7353.780% -0.891%-19.074%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications15 243,6455.551% 14,2634.233% -1.318%-23.739%
1321Environmental CertificationTechnical SkillsEnvironmental1 4500.010% 1200.036% 0.025%247.389%
1328Environmental CleanupTechnical SkillsEnvironmental1 1,3890.032% 210.006% -0.025%-80.305%
1329Environmental EnergyTechnical SkillsEnvironmental21 15,6670.357% 2,6480.786% 0.429%120.181%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 14,7930.337% 1,6780.498% 0.161%47.769%
1327Environmental PollutionTechnical SkillsEnvironmental21 43,7590.997% 2,2760.675% -0.321%-32.243%
1324Environmental Pollution ControlTechnical SkillsEnvironmental8 7,2530.165% 1,1130.330% 0.165%99.905%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental7 2,5050.057% 4440.132% 0.075%130.899%
1326Environmental Product StewardshipTechnical SkillsEnvironmental12 52,3891.194% 1,5370.456% -0.737%-61.781%
1331Environmental ScienceTechnical SkillsEnvironmental2 1,5670.036% 640.019% -0.017%-46.794%
1322Environmental TechnologyTechnical SkillsEnvironmental2 8240.019% 1480.044% 0.025%133.981%
461Expert system softwareTechnical SkillsBusiness applications1 1,5400.035% 1360.040% 0.005%15.044%
1359FacebookTechnical SkillsSocial Networking1 527,23712.012% 8,1172.409% -9.603%-79.944%
463Facilities management softwareTechnical SkillsBusiness applications4 13,6730.311% 1,5470.459% 0.148%47.392%
468Flight control softwareTechnical SkillsBusiness applications1 1,2540.029% 1800.053% 0.025%86.991%
469Flowchart softwareTechnical SkillsBusiness applications5 12,6050.287% 8030.238% -0.049%-17.011%
1367ForensicTechnical SkillsInformation mgmt2 71,6761.633% 4,6951.393% -0.240%-14.669%
1112Fraud DetectionTechnical SkillsSecurity1 23,3660.532% 3,4521.024% 0.492%92.457%
63FrontPageTechnical SkillsSoftware development1 3,3050.075% 270.008% -0.067%-89.358%
475Fund accounting softwareTechnical SkillsBusiness applications1 2,0010.046% 1750.052% 0.006%13.930%
1260GamingTechnical SkillsMisc2 93,4332.129% 8,7442.595% 0.466%21.915%
113Generic databasesTechnical SkillsInformation mgmt2 621,30614.155% 47,45814.085% -0.070%-0.494%
1365Google AppsTechnical SkillsBusiness applications4 14,2500.325% 1,0750.319% -0.006%-1.726%
1364Google PlusTechnical SkillsSocial Networking1 1,4610.033% 1530.045% 0.012%36.423%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications31 253,8185.782% 17,7565.270% -0.513%-8.868%
484Graphic softwareTechnical SkillsBusiness applications16 348,2237.933% 23,3366.926% -1.007%-12.700%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 72,8981.661% 2,6260.779% -0.881%-53.073%
1323Green ITTechnical SkillsEnvironmental9 11,9630.273% 1,2220.363% 0.090%33.069%
893Guidance systemsTechnical SkillsHardware1 1850.004% 160.005% 0.001%12.667%
1371HackingTechnical SkillsInformation mgmt5 20,7900.474% 2,8660.851% 0.377%79.584%
895Hardware description language (HDL)Technical SkillsHardware2 1,2470.028% 2430.072% 0.044%153.856%
1277Hardware DesignTechnical SkillsHardware20 32,1960.733% 4,0951.215% 0.482%65.691%
1278Hardware TestingTechnical SkillsHardware4 10,6980.244% 9370.278% 0.034%14.100%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 2,0830.047% 5050.150% 0.102%215.827%
492Helpdesk or call centerTechnical SkillsBusiness applications2 245,3145.589% 14,1704.205% -1.383%-24.752%
1377Homeland SecurityTechnical SkillsInformation mgmt1 110,7912.524% 4,9691.475% -1.049%-41.573%
114IBM databasesTechnical SkillsInformation mgmt2 105,2092.397% 3,4901.036% -1.361%-56.787%
121IBM operating systemsTechnical SkillsBusiness applications4 82,1741.872% 1,8480.548% -1.324%-70.704%
898Image capture devicesTechnical SkillsHardware9 20,4890.467% 2,6210.778% 0.311%66.645%
524Industrial control softwareTechnical SkillsBusiness applications3 17,2880.394% 2,4120.716% 0.322%81.752%
975Information retrieval or search softwareTechnical SkillsInformation mgmt5 59,2711.350% 5,3181.578% 0.228%16.883%
1375Information SecurityTechnical SkillsInformation mgmt3 172,0893.921% 21,2276.300% 2.379%60.688%
899InfraredTechnical SkillsHardware1 5,3900.123% 4350.129% 0.006%5.135%
1180InstallationTechnical SkillsSoftware development1 354,4078.074% 25,5647.587% -0.487%-6.033%
901Interface definition language (IDL)Technical SkillsHardware1 1,3800.031% 1210.036% 0.004%14.223%
536Internet browser softwareTechnical SkillsBusiness applications4 24,9520.568% 1,7280.513% -0.056%-9.784%
1393Intrusion DetectionTechnical SkillsInformation mgmt1 44,9751.025% 3,4401.021% -0.004%-0.360%
541Inventory management softwareTechnical SkillsBusiness applications3 22,1950.506% 2,7990.831% 0.325%64.284%
1414ISO 9000Technical SkillsSoftware development1 6,4330.147% 2100.062% -0.084%-57.474%
73IT Architecture/StandardsTechnical SkillsHardware2 34,6280.789% 2,5070.744% -0.045%-5.687%
1357Java METechnical SkillsMobile Platforms2 1,4560.033% 90.003% -0.030%-91.948%
1035KernelTechnical SkillsNetwork1 39,0470.890% 2,2710.674% -0.216%-24.234%
907LasersTechnical SkillsHardware1 1,2970.030% 2540.075% 0.046%155.118%
1038License management softwareTechnical SkillsNetwork1 2,9290.067% 3480.103% 0.037%54.777%
1361LinkedInTechnical SkillsSocial Networking1 39,4540.899% 5,6901.689% 0.790%87.875%
908Mainframe computersTechnical SkillsHardware2 127,1552.897% 3,8181.133% -1.764%-60.884%
124Mainframe operating systemsTechnical SkillsBusiness applications8 57,4791.309% 3,6561.085% -0.224%-17.140%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications9 92,5722.109% 4,6521.381% -0.728%-34.535%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 21,6070.492% 1,2680.376% -0.116%-23.551%
1281Medical softwareTechnical SkillsBusiness applications9 31,7560.723% 4,0311.196% 0.473%65.361%
115Microsoft databasesTechnical SkillsInformation mgmt5 582,31813.266% 27,1468.056% -5.210%-39.272%
119Microsoft operating systemsTechnical SkillsBusiness applications4 831,69118.948% 48,39014.361% -4.586%-24.205%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 21,9200.499% 1,5720.467% -0.033%-6.576%
625MultimediaTechnical SkillsBusiness applications1 148,4473.382% 2,0930.621% -2.761%-81.633%
1362MySpaceTechnical SkillsSocial Networking1 5,2160.119% 460.014% -0.105%-88.511%
74Network administrationTechnical SkillsHardware17 456,32710.396% 30,2968.991% -1.405%-13.512%
1282Network Administration softwareTechnical SkillsNetwork18 217,1364.947% 17,3175.139% 0.193%3.893%
1283Network HardwareTechnical SkillsNetwork11 160,3963.654% 9,9502.953% -0.701%-19.188%
1284Network Monitoring softwareTechnical SkillsNetwork15 109,7082.499% 8,3792.487% -0.013%-0.505%
1059Network operation system software (NOS)Technical SkillsNetwork2 5,1780.118% 2640.078% -0.040%-33.582%
1122Network securityTechnical SkillsSecurity1 134,0613.054% 8,2842.459% -0.596%-19.502%
1369Network SecurityTechnical SkillsInformation mgmt1 25,2360.575% 1,4770.438% -0.137%-23.756%
1285Network Security softwareTechnical SkillsSecurity36 309,4947.051% 29,1608.654% 1.603%22.739%
1286Network softwareTechnical SkillsNetwork6 69,7571.589% 4,0091.190% -0.399%-25.132%
1287Network TestingTechnical SkillsNetwork11 70,9471.616% 4,0881.213% -0.403%-24.937%
1065Novell network softwareTechnical SkillsNetwork2 5,7520.131% 850.025% -0.106%-80.749%
643OberonTechnical SkillsBusiness applications1 5570.013% 230.007% -0.006%-46.208%
1413Object Oriented DesignTechnical SkillsSoftware development2 105,4442.402% 3,6521.084% -1.318%-54.881%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 490,17211.167% 24,0687.143% -4.024%-36.036%
1288Office ApplicationsTechnical SkillsBusiness applications13 651,10814.834% 64,07919.018% 4.184%28.206%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 44,9561.024% 1,4470.429% -0.595%-58.070%
116Open-source databasesTechnical SkillsInformation mgmt4 228,1635.198% 14,2864.240% -0.958%-18.433%
118Open-source operating systemsTechnical SkillsBusiness applications8 658,10714.993% 45,21313.418% -1.575%-10.502%
56Operating SystemsTechnical SkillsBusiness applications3 376,9588.588% 30,1328.943% 0.355%4.131%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 2,7920.064% 2810.083% 0.020%31.111%
117Oracle databasesTechnical SkillsInformation mgmt1 723,55116.484% 29,2228.673% -7.811%-47.388%
1354Palm OSTechnical SkillsMobile Platforms3 3,3580.077% 120.004% -0.073%-95.345%
1376Penetration TestingTechnical SkillsInformation mgmt5 116,5632.656% 16,3404.849% 2.194%82.616%
1289Physical ToolsTechnical SkillsHardware1 3070.007% 780.023% 0.016%230.981%
683Point of sale (POS)Technical SkillsBusiness applications3 25,4700.580% 2,7560.818% 0.238%40.960%
686PolkaTechnical SkillsBusiness applications1 2850.006% 2830.084% 0.077%1,193.565%
931PrintersTechnical SkillsHardware3 43,3910.989% 6,7542.004% 1.016%102.772%
43ProgrammingTechnical SkillsSoftware development1 1,064,92224.261% 73,96121.950% -2.311%-9.524%
700ProvisioningTechnical SkillsBusiness applications1 60,8431.386% 5,6001.662% 0.276%19.901%
1405Rapid Application DevelopmentTechnical SkillsSoftware development2 21,9750.501% 7570.225% -0.276%-55.124%
1258Rate ControlTechnical SkillsTechnical applications1 1940.004% 20.001% -0.004%-86.570%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 47,4801.082% 6140.182% -0.899%-83.154%
1077Remote control softwareTechnical SkillsNetwork2 4,8830.111% 5180.154% 0.042%38.194%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 2,5350.058% 1460.043% -0.014%-24.972%
1379Risk AnalysisTechnical SkillsInformation mgmt1 27,3030.622% 2,9430.873% 0.251%40.419%
1262RoboticsTechnical SkillsHardware3 20,6950.471% 5,5301.641% 1.170%248.102%
1318RSATechnical SkillsSecurity1 18,4630.421% 8380.249% -0.172%-40.873%
44SDLCTechnical SkillsSoftware development7 519,65011.839% 33,2999.883% -1.956%-16.523%
1132Secure shell (SSH)Technical SkillsSecurity1 3920.009% 140.004% -0.005%-53.475%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 55,3421.261% 3,2290.958% -0.302%-23.992%
76SecurityTechnical SkillsHardware4 3,024,84568.912% 122,30636.298% -32.614%-47.327%
1382Security AuditTechnical SkillsInformation mgmt1 4,4340.101% 3770.112% 0.011%10.762%
1315Security ClearanceTechnical SkillsMisc2 352,3578.027% 32,8869.760% 1.733%21.584%
1381Security PlanTechnical SkillsInformation mgmt1 3,8860.089% 5850.174% 0.085%96.110%
1380Security PolicyTechnical SkillsInformation mgmt2 70,4781.606% 8,4182.498% 0.893%55.597%
1135Security testing softwareTechnical SkillsSecurity1 11,8050.269% 1,7010.505% 0.236%87.709%
60Sharepoint ServerTechnical SkillsBusiness applications1 14,7510.336% 2940.087% -0.249%-74.036%
1084Signal generatorsTechnical SkillsNetwork1 9810.022% 1640.049% 0.026%117.782%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 36,1440.823% 1,4120.419% -0.404%-49.108%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 151,7873.458% 8,1782.427% -1.031%-29.813%
1220Simulation softwareTechnical SkillsSoftware development5 67,0001.526% 9,0922.698% 1.172%76.779%
1366Social NetworkTechnical SkillsSocial Networking1 12,9400.295% 5400.160% -0.135%-45.637%
1358Social NetworkingTechnical SkillsSocial Networking1 23,7730.542% 5790.172% -0.370%-68.272%
42Software DevelopmentTechnical SkillsSoftware development2 1,107,24925.225% 65,84119.541% -5.685%-22.536%
1291Software Development softwareTechnical SkillsSoftware development3 7,2860.166% 1340.040% -0.126%-76.041%
1309Software EngineeringTechnical SkillsSoftware development1 670,06615.265% 42,50512.615% -2.651%-17.364%
1292Software InstallationTechnical SkillsSoftware development4 485,37111.058% 42,97712.755% 1.697%15.348%
1223Software librariesTechnical SkillsSoftware development1 1,4590.033% 2890.086% 0.053%158.041%
1293Software MaintenanceTechnical SkillsSoftware development1 30,0780.685% 1,3400.398% -0.288%-41.963%
1294Software TestingTechnical SkillsSoftware development14 469,89310.705% 39,21211.637% 0.932%8.709%
1225Source code management (SCM)Technical SkillsSoftware development5 153,2723.492% 11,6493.457% -0.035%-0.991%
1229Static analysis softwareTechnical SkillsSoftware development1 3,5580.081% 3930.117% 0.036%43.891%
772Statistical analysis softwareTechnical SkillsBusiness applications26 358,4438.166% 40,83412.119% 3.953%48.405%
774Statistical softwareTechnical SkillsBusiness applications1 156,6543.569% 21,2546.308% 2.739%76.745%
1230Stress testing softwareTechnical SkillsSoftware development1 10,4940.239% 6960.207% -0.033%-13.600%
122Sun operating systemsTechnical SkillsBusiness applications3 165,9073.780% 3,6341.079% -2.701%-71.466%
939Surveillance systemsTechnical SkillsHardware5 43,2550.985% 6,1581.828% 0.842%85.460%
791Symantec softwareTechnical SkillsBusiness applications1 32,0340.730% 1,5440.458% -0.272%-37.211%
1355SymbianTechnical SkillsMobile Platforms1 1170.003% 30.001% -0.002%-66.597%
1310System AdministrationTechnical SkillsNetwork4 276,7296.304% 18,0005.342% -0.962%-15.265%
45System TestingTechnical SkillsSoftware development5 89,2562.033% 6,7181.994% -0.040%-1.950%
46Systems AnalysisTechnical SkillsSoftware development8 355,9278.109% 25,4887.564% -0.544%-6.713%
47Systems DesignTechnical SkillsSoftware development1 58,6071.335% 4,3471.290% -0.045%-3.376%
1233Systems EvaluationTechnical SkillsSoftware development1 7670.017% 1390.041% 0.024%136.084%
1234Systems integrationTechnical SkillsSoftware development8 235,4155.363% 6,8542.034% -3.329%-62.072%
75TCP/IPTechnical SkillsHardware3 229,6045.231% 12,0973.590% -1.641%-31.365%
1235Technology DesignTechnical SkillsSoftware development1 4,4250.101% 4360.129% 0.029%28.357%
1236TemplatesTechnical SkillsSoftware development1 69,7881.590% 5,5171.637% 0.047%2.984%
1239Test implementationTechnical SkillsSoftware development1 1,8730.043% 4100.122% 0.079%185.163%
1302TestingTechnical SkillsSoftware development1 1,315,61229.972% 107,64331.947% 1.974%6.587%
1297Training softwareTechnical SkillsBusiness applications3 4,6840.107% 4190.124% 0.018%16.532%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 5,9210.135% 2700.080% -0.055%-40.596%
1360TwitterTechnical SkillsSocial Networking1 63,2481.441% 6,7762.011% 0.570%39.564%
1411Unified ProcessTechnical SkillsSoftware development1 10,7520.245% 940.028% -0.217%-88.611%
123UNIX operating systemsTechnical SkillsBusiness applications5 644,68914.687% 22,9546.812% -7.875%-53.617%
1298UNIX ShellsTechnical SkillsBusiness applications4 137,8683.141% 6,6221.965% -1.176%-37.429%
1410Use CaseTechnical SkillsSoftware development1 31,2270.711% 1,9110.567% -0.144%-20.278%
48User-Interface DesignTechnical SkillsSoftware development2 291,1436.633% 17,4335.174% -1.459%-21.997%
836Video creation and editing softwareTechnical SkillsBusiness applications3 16,0270.365% 1,1220.333% -0.032%-8.802%
64Visual StudioTechnical SkillsSoftware development1 140,1123.192% 6,7842.013% -1.179%-36.925%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 6,5760.150% 6620.196% 0.047%31.142%
77Voice/Data TelecomTechnical SkillsHardware10 376,9188.587% 17,6675.243% -3.344%-38.939%
1299Web Application ServerTechnical SkillsBusiness applications8 185,7024.231% 4,1561.233% -2.997%-70.845%
1248Web platform development softwareTechnical SkillsSoftware development5 11,1120.253% 820.024% -0.229%-90.387%
65web programmerTechnical SkillsSoftware development4 92,1242.099% 2,0890.620% -1.479%-70.460%
58Web serversTechnical SkillsBusiness applications6 290,9146.628% 12,2883.647% -2.981%-44.975%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 214,8554.895% 8,7752.604% -2.291%-46.795%
1356Windows CETechnical SkillsMobile Platforms4 22,9300.522% 3270.097% -0.425%-81.422%
1102WirelessTechnical SkillsNetwork5 174,9403.985% 12,0983.590% -0.395%-9.911%
1363YouTubeTechnical SkillsSocial Networking2 9,7040.221% 2,7360.812% 0.591%267.293%
79.NETProgramming SkillsCurrent1 481,71310.974% 19,7825.871% -5.103%-46.503%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 1380.003% 110.003% 0.000%3.839%
209A programming language (APL)Programming SkillsLegacy2 6,3760.145% 9040.268% 0.123%84.700%
99AdaProgramming SkillsLegacy1 18,1070.413% 3,8951.156% 0.743%180.226%
80AJAXProgramming SkillsCurrent1 235,5925.367% 5,2251.551% -3.817%-71.108%
210Algorithmic language (ALGOL)Programming SkillsLegacy1 1100.003% 70.002% -0.000%-17.100%
192Apple AppleScriptProgramming SkillsCurrent1 6680.015% 350.010% -0.005%-31.744%
81ASPProgramming SkillsCurrent2 305,7806.966% 9,7812.903% -4.063%-58.330%
108AssemblyProgramming SkillsLegacy2 10,4430.238% 4340.129% -0.109%-45.861%
211AWKProgramming SkillsLegacy1 8,3520.190% 2570.076% -0.114%-59.914%
212BProgramming SkillsLegacy1 58,9791.344% 6,4911.926% 0.583%43.371%
83C#Programming SkillsCurrent2 471,56710.743% 26,3887.832% -2.912%-27.103%
82C/C++Programming SkillsCurrent3 694,09215.813% 44,04013.070% -2.742%-17.343%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 342,2497.797% 22,0466.543% -1.254%-16.086%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 1,1620.026% 310.009% -0.017%-65.246%
84CGIProgramming SkillsCurrent2 34,0010.775% 1,8960.563% -0.212%-27.357%
217ClipperProgramming SkillsLegacy1 7340.017% 500.015% -0.002%-11.260%
218CLUProgramming SkillsLegacy1 3790.009% 170.005% -0.004%-41.567%
100CobolProgramming SkillsLegacy1 31,9900.729% 1,1550.343% -0.386%-52.966%
85ColdFusionProgramming SkillsCurrent2 25,2800.576% 5840.173% -0.403%-69.906%
219Combined programming language (CPL)Programming SkillsLegacy1 5700.013% 450.013% 0.000%2.845%
195Component object model (COM)Programming SkillsCurrent1 5650.013% 70.002% -0.011%-83.860%
125Database programmingProgramming SkillsCurrent3 96,2692.193% 2,6790.795% -1.398%-63.748%
196Distributed component object model (DCOM)Programming SkillsCurrent1 5,8970.134% 580.017% -0.117%-87.187%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 23,8020.542% 6910.205% -0.337%-62.181%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 7,4030.169% 4830.143% -0.025%-15.006%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 41,1440.937% 7810.232% -0.706%-75.272%
109ForthProgramming SkillsLegacy1 14,2830.325% 2,8830.856% 0.530%162.949%
102FortranProgramming SkillsLegacy1 6,4410.147% 4780.142% -0.005%-3.323%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 755,07217.202% 31,6379.389% -7.813%-45.417%
222JProgramming SkillsLegacy1 16,0490.366% 1,4390.427% 0.061%16.805%
87Java/J2EE/J2PProgramming SkillsCurrent4 973,99222.190% 58,52717.370% -4.820%-21.721%
97JavaScriptProgramming SkillsCurrent3 547,87412.482% 37,69911.188% -1.293%-10.361%
89JavaServer FacesProgramming SkillsCurrent3 35,1180.800% 6610.196% -0.604%-75.480%
88JavaServer PagesProgramming SkillsCurrent3 149,8183.413% 2,7220.808% -2.605%-76.331%
223Job control language (JCL)Programming SkillsLegacy2 20,9600.478% 7300.217% -0.261%-54.629%
126LAMPProgramming SkillsCurrent1 43,1210.982% 8780.261% -0.722%-73.475%
104LispProgramming SkillsLegacy1 2,5950.059% 1440.043% -0.016%-27.711%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 2,8260.064% 5530.164% 0.100%154.918%
201Microsoft ActiveXProgramming SkillsCurrent1 5,5590.127% 480.014% -0.112%-88.752%
107PascalProgramming SkillsLegacy1 1,9790.045% 650.019% -0.026%-57.213%
90PerlProgramming SkillsCurrent1 291,7436.647% 12,0473.575% -3.071%-46.207%
91PHPProgramming SkillsCurrent1 173,4543.952% 8,4512.508% -1.444%-36.530%
103PL/1Programming SkillsLegacy3 7000.016% 450.013% -0.003%-16.255%
105PrologProgramming SkillsLegacy1 1,7410.040% 740.022% -0.018%-44.629%
95PythonProgramming SkillsCurrent1 269,0596.130% 48,05214.261% 8.131%132.654%
228Register transfer language (RTL)Programming SkillsLegacy1 53,4601.218% 5540.164% -1.054%-86.500%
1216Ruby/Ruby on RailsProgramming SkillsCurrent1 110,7572.523% 9,7732.900% 0.377%14.949%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 1,8750.043% 1340.040% -0.003%-6.900%
206Scripting languagesProgramming SkillsCurrent1 89,4172.037% 8,0592.392% 0.355%17.411%
101SmalltalkProgramming SkillsLegacy1 1,0720.024% 160.005% -0.020%-80.557%
92SQLProgramming SkillsCurrent3 1,297,57129.561% 71,67521.272% -8.289%-28.041%
110TCLProgramming SkillsLegacy1 18,1340.413% 8760.260% -0.153%-37.070%
98Unified Modeling LanguageProgramming SkillsCurrent2 113,7832.592% 2,6750.794% -1.798%-69.374%
93Visual BasicProgramming SkillsCurrent6 269,2976.135% 9,6672.869% -3.266%-53.236%
207Web service definition language (WSDL)Programming SkillsCurrent2 31,4890.717% 1,0040.298% -0.419%-58.464%
94XMLProgramming SkillsCurrent2 494,55611.267% 15,0784.475% -6.792%-60.283%
1342Computer ScienceMajorsComputer Science2 3,126,53471.229% 235,79569.980% -1.249%-1.753%
1344Information TechnologyMajorsInformation Technology3 1,893,07643.128% 129,64238.476% -4.653%-10.788%
1343Management Information SystemsMajorsManagement Information Systems9 1,168,51726.621% 106,13131.498% 4.877%18.319%

mis Degrees

Management Information Systems

2019-02-22Jobs Found:1,168,282Click 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 4,7010.402% 9850.928% 0.526%130.649%
2Attention to DetailsSoft SkillsProblem-solving skills1 4,7260.405% 5260.496% 0.091%22.517%
8Conflict ResolutionSoft SkillsInterpersonal skills1 8,2510.706% 1,0330.973% 0.267%37.816%
231CooperationSoft SkillsInterpersonal skills1 12,6981.087% 1,3571.279% 0.192%17.639%
3CreativitySoft SkillsProblem-solving skills4 35,8583.069% 5,4335.119% 2.050%66.786%
4Critical thinkingSoft SkillsProblem-solving skills3 21,4441.836% 4,4374.181% 2.345%127.766%
1300FlexibilitySoft SkillsWork ethic1 44,0053.767% 6,2165.857% 2.090%55.494%
232IndependenceSoft SkillsInterpersonal skills1 7,0230.601% 1,1091.045% 0.444%73.826%
13Initiative/Motivation to workSoft SkillsWork ethic5 168,81614.450% 19,03417.934% 3.485%24.114%
256InnovationSoft SkillsProblem-solving skills1 100,4618.599% 14,94914.085% 5.486%63.802%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 150,85712.913% 20,45219.271% 6.358%49.237%
1422InternshipSoft SkillsWork ethic3 19,9561.708% 4,0863.850% 2.142%125.388%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 9960.085% 1590.150% 0.065%75.729%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 102,8898.807% 14,82913.972% 5.165%58.653%
10LeadershipSoft SkillsInterpersonal skills1 284,63224.363% 31,68029.850% 5.487%22.520%
258LearningSoft SkillsProblem-solving skills1 75,6236.473% 14,66213.815% 7.342%113.425%
1Learning AbilitySoft SkillsProblem-solving skills3 22,6201.936% 3,0502.874% 0.938%48.427%
236ListeningSoft SkillsLanguage skills1 23,0751.975% 3,2943.104% 1.129%57.140%
260MathematicsSoft SkillsProblem-solving skills3 72,1876.179% 9,1048.578% 2.399%38.829%
261MemorizationSoft SkillsProblem-solving skills2 1230.011% 690.065% 0.054%517.518%
18Negotiation SkillsSoft SkillsLanguage skills1 13,5941.164% 1,3261.249% 0.086%7.375%
262OptimizationSoft SkillsProblem-solving skills1 52,3714.483% 6,0515.701% 1.219%27.187%
19Oral CommunicationsSoft SkillsLanguage skills5 21,2351.818% 3,1802.996% 1.179%64.847%
273PersistenceSoft SkillsWork ethic1 4,2230.361% 4440.418% 0.057%15.736%
239PersuasionSoft SkillsLanguage skills1 2,6510.227% 4830.455% 0.228%100.559%
1301Physical SkillSoft SkillsWork ethic2 2,6930.231% 9570.902% 0.671%291.184%
240PresentationsSoft SkillsLanguage skills1 69,5645.954% 8,6928.190% 2.235%37.544%
265Problem Solving SkillsSoft SkillsProblem-solving skills3 251,82921.555% 26,26224.745% 3.189%14.796%
20Questioning skillsSoft SkillsLanguage skills1 3090.026% 500.047% 0.021%78.122%
241Reading ComprehensionSoft SkillsLanguage skills1 4430.038% 2150.203% 0.165%434.245%
6Research skillsSoft SkillsProblem-solving skills1 2,3100.198% 3500.330% 0.132%66.787%
15ResponsibilitySoft SkillsWork ethic2 137,67611.784% 15,88714.969% 3.185%27.025%
234Self ControlSoft SkillsInterpersonal skills1 2470.021% 290.027% 0.006%29.243%
11Self-esteemSoft SkillsInterpersonal skills1 620.005% 210.020% 0.014%272.849%
16Self-managementSoft SkillsWork ethic1 1,5570.133% 2000.188% 0.055%41.399%
250Stress ToleranceSoft SkillsPhysical skills1 3360.029% 1010.095% 0.066%230.893%
12TeamworkSoft SkillsInterpersonal skills1 65,7685.629% 7,1896.774% 1.144%20.326%
17Time ManagementSoft SkillsWork ethic2 51,3134.392% 6,5026.126% 1.734%39.484%
268VisualizationSoft SkillsProblem-solving skills1 12,6451.082% 3,4753.274% 2.192%202.511%
7Working under pressureSoft SkillsProblem-solving skills1 7400.063% 1370.129% 0.066%103.795%
21Written CommunicationsSoft SkillsLanguage skills5 190,29116.288% 19,63118.497% 2.209%13.561%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 58,5965.016% 14,37913.548% 8.533%170.126%
172Account managementBusiness SkillsManagement skills1 14,8271.269% 1,4881.402% 0.133%10.473%
22AccountingBusiness SkillsBusiness processes4 143,38712.273% 12,85812.115% -0.158%-1.288%
1263Accounting softwareBusiness SkillsBusiness processes7 7,4240.635% 9560.901% 0.265%41.751%
174AdministrationBusiness SkillsManagement skills3 343,41629.395% 32,55030.670% 1.275%4.336%
1313AnalystBusiness SkillsProject management1 291,41124.944% 25,18723.732% -1.212%-4.857%
175Application managementBusiness SkillsManagement skills5 100,4748.600% 8,7008.197% -0.403%-4.683%
150Asset managementBusiness SkillsBusiness processes1 23,1821.984% 2,3952.257% 0.272%13.726%
151AuditingBusiness SkillsBusiness processes5 112,7869.654% 12,99412.243% 2.589%26.822%
1264Auditing softwareBusiness SkillsBusiness processes1 1930.017% 30.003% -0.014%-82.889%
152BillingBusiness SkillsBusiness processes1 32,2922.764% 3,4003.204% 0.440%15.902%
153Bills of LadingBusiness SkillsBusiness processes1 660.006% 200.019% 0.013%233.573%
1314Business AnalystBusiness SkillsProject management1 91,6907.848% 6,6686.283% -1.565%-19.947%
35Business IntelligenceBusiness SkillsStrategy skills1 62,1195.317% 5,4475.132% -0.185%-3.475%
155Business performance management (BPM)Business SkillsBusiness processes2 7,2660.622% 6290.593% -0.029%-4.707%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 19,5771.676% 7430.700% -0.976%-58.222%
36Business StrategyBusiness SkillsStrategy skills3 266,92922.848% 30,89929.114% 6.266%27.425%
182Calendar and schedulingBusiness SkillsProject management3 59,4185.086% 6,2295.869% 0.783%15.400%
156Capacity planningBusiness SkillsBusiness processes1 26,6892.284% 1,5631.473% -0.812%-35.534%
28Change ManagementBusiness SkillsManagement skills1 67,2115.753% 7,6157.175% 1.422%24.720%
183Content workflowBusiness SkillsProject management1 710.006% 20.002% -0.004%-68.992%
24Contracting and legalBusiness SkillsBusiness processes2 77,6816.649% 9,4308.885% 2.236%33.629%
176CoordinationBusiness SkillsManagement skills1 80,8326.919% 9,8139.246% 2.327%33.636%
157Cost accountingBusiness SkillsBusiness processes1 3,3520.287% 2860.269% -0.017%-6.078%
158Cost estimationBusiness SkillsBusiness processes1 1,2560.108% 1100.104% -0.004%-3.593%
1312Customer SupportBusiness SkillsBusiness processes6 277,69423.769% 24,75423.324% -0.445%-1.874%
1339EducationBusiness SkillsIndustry Segment1 14,4011.233% 2,8002.638% 1.406%114.028%
1333EnergyBusiness SkillsIndustry Segment1 71,1566.091% 6,4056.035% -0.056%-0.914%
1340EntertainmentBusiness SkillsIndustry Segment1 18,3451.570% 1,7471.646% 0.076%4.829%
1319EnvironmentalBusiness SkillsEnvironmental16 32,5342.785% 5,6795.351% 2.566%92.150%
1320Environmental StrategyBusiness SkillsEnvironmental9 5,9670.511% 2,2212.093% 1.582%309.730%
161FinancialBusiness SkillsBusiness processes2 315,04226.966% 31,95530.109% 3.143%11.654%
1275Financial Analysis softwareBusiness SkillsBusiness processes8 2,0340.174% 1650.155% -0.019%-10.703%
1332Health CareBusiness SkillsIndustry Segment2 189,64516.233% 18,44917.383% 1.150%7.087%
177Human resourcesBusiness SkillsManagement skills2 67,1215.745% 7,5927.153% 1.408%24.510%
1336InsuranceBusiness SkillsIndustry Segment1 9,3030.796% 7240.682% -0.114%-14.332%
1316Managing/SupervisionBusiness SkillsManagement skills5 520,61744.563% 46,91644.206% -0.357%-0.801%
1334ManufacturingBusiness SkillsIndustry Segment2 78,6896.735% 6,7936.401% -0.335%-4.972%
26MarketingBusiness SkillsBusiness processes1 96,9688.300% 9,3418.801% 0.501%6.040%
185MonitoringBusiness SkillsProject management1 172,10914.732% 19,82818.683% 3.951%26.818%
179NegotiationBusiness SkillsManagement skills1 53,8314.608% 5,1934.893% 0.285%6.192%
163Operation and ControlBusiness SkillsBusiness processes2 1,3170.113% 5190.489% 0.376%333.797%
29Outsourcing ManagementBusiness SkillsManagement skills3 34,8552.983% 1,1031.039% -1.944%-65.165%
167ProcurementBusiness SkillsBusiness processes1 31,5982.705% 3,5573.352% 0.647%23.917%
1290Project Management softwareBusiness SkillsProject management3 45,3883.885% 2,6462.493% -1.392%-35.827%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 278,22123.815% 24,16722.771% -1.044%-4.382%
168QualityBusiness SkillsBusiness processes1 367,14031.426% 39,56737.281% 5.856%18.633%
1337Real EstateBusiness SkillsIndustry Segment2 11,5970.993% 1,1931.124% 0.131%13.240%
1335RetailBusiness SkillsIndustry Segment2 199,06717.039% 14,81713.961% -3.078%-18.066%
34Risk ManagementBusiness SkillsProject management1 60,0585.141% 9,1618.632% 3.491%67.910%
169Service OrientationBusiness SkillsBusiness processes1 11,2780.965% 1,3701.291% 0.326%33.719%
27Supply Chain ManagementBusiness SkillsBusiness processes3 40,5153.468% 4,2363.991% 0.523%15.092%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 3,0280.259% 1930.182% -0.077%-29.837%
178TeachingBusiness SkillsManagement skills7 41,2463.530% 6,6296.246% 2.716%76.918%
190TimekeepingBusiness SkillsProject management3 27,4502.350% 2,3972.259% -0.091%-3.876%
1296Timekeeping softwareBusiness SkillsProject management1 2,1840.187% 2830.267% 0.080%42.639%
171Total quality management (TQM)Business SkillsBusiness processes2 1,7440.149% 1030.097% -0.052%-34.988%
180TroubleshootingBusiness SkillsManagement skills1 171,95914.719% 16,74915.781% 1.062%7.218%
181VerificationBusiness SkillsManagement skills1 49,4344.231% 5,6245.299% 1.068%25.235%
1338Waste ManagementBusiness SkillsIndustry Segment1 2,4540.210% 710.067% -0.143%-68.151%
191WorkflowBusiness SkillsProject management1 67,3935.769% 6,6466.262% 0.494%8.555%
31Working GloballyBusiness SkillsManagement skills3 4,7170.404% 1710.161% -0.243%-60.094%
32Working with Virtual TeamsBusiness SkillsManagement skills2 2,4380.209% 2210.208% -0.000%-0.215%
514GLTechnical SkillsSoftware development3 2,5470.218% 1070.101% -0.117%-53.755%
987Access servers & softwareTechnical SkillsNetwork10 47,0374.026% 4,4584.200% 0.174%4.329%
38Agile Development MethodsTechnical SkillsSoftware development13 52,8844.527% 9,7209.158% 4.632%102.324%
304Algorithmic softwareTechnical SkillsBusiness applications1 370.003% 00.000% -0.003%-100.000%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 9440.081% 1090.103% 0.022%27.104%
1352AndroidTechnical SkillsMobile Platforms3 8,9040.762% 1,7411.640% 0.878%115.238%
1351Apple iOSTechnical SkillsMobile Platforms6 5,8880.504% 7660.722% 0.218%43.208%
120Apple operating systemsTechnical SkillsBusiness applications6 23,4392.006% 3,2903.100% 1.094%54.512%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 7820.067% 750.071% 0.004%5.575%
1423Artificial IntelligenceTechnical SkillsInformation mgmt5 8,8000.753% 3,3363.143% 2.390%317.300%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 90.001% 00.000% -0.001%-100.000%
1265Backup & RecoveryTechnical SkillsTechnical applications16 120,01310.273% 9,3378.798% -1.475%-14.358%
1386BiometricTechnical SkillsInformation mgmt2 4,4470.381% 2670.252% -0.129%-33.908%
1353BlackberryTechnical SkillsMobile Platforms2 8,1550.698% 1990.188% -0.511%-73.138%
336Borland DelphiTechnical SkillsBusiness applications1 1,7420.149% 440.041% -0.108%-72.196%
337Borland JBuilderTechnical SkillsBusiness applications1 1,0330.088% 150.014% -0.074%-84.016%
338Borland ParadoxTechnical SkillsBusiness applications1 1560.013% 80.008% -0.006%-43.549%
72Business Continuity PlanningTechnical SkillsHardware2 21,7691.863% 2,2042.077% 0.213%11.450%
352Cadence OpusTechnical SkillsBusiness applications1 3970.034% 430.041% 0.007%19.229%
868CalculatorsTechnical SkillsHardware1 1,9310.165% 1910.180% 0.015%8.882%
39CASE ToolsTechnical SkillsSoftware development1 59,1035.059% 6,3615.994% 0.935%18.474%
367Categorization or classification softwareTechnical SkillsBusiness applications1 4,8960.419% 3550.334% -0.085%-20.184%
112CertificationTechnical SkillsMisc3 297,01325.423% 34,46432.473% 7.050%27.731%
78CiscoTechnical SkillsHardware1 63,3005.418% 5,3315.023% -0.395%-7.293%
1009Cisco Systems IOSTechnical SkillsNetwork1 13,7911.180% 2,2132.085% 0.905%76.641%
40Client-ServerTechnical SkillsSoftware development1 30,1772.583% 9220.869% -1.714%-66.367%
1011Cluster server softwareTechnical SkillsNetwork8 16,0181.371% 1,2911.216% -0.155%-11.280%
1147CMAKETechnical SkillsSoftware development1 630.005% 230.022% 0.016%301.877%
1151Compatibility testingTechnical SkillsSoftware development1 2070.018% 260.024% 0.007%38.264%
1152CompilersTechnical SkillsSoftware development5 10,7440.920% 1,6111.518% 0.598%65.057%
1255Compliance softwareTechnical SkillsTechnical applications3 14,6451.254% 1,8361.730% 0.476%38.003%
385Computer aided design (CAD)Technical SkillsBusiness applications12 7,4440.637% 9390.885% 0.248%38.856%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 1,4960.128% 1070.101% -0.027%-21.267%
875Computer diagnosticsTechnical SkillsHardware5 55,3104.734% 6,1255.771% 1.037%21.901%
1107Computer forensicsTechnical SkillsSecurity1 4,5150.386% 3570.336% -0.050%-12.961%
1266Computer HardwareTechnical SkillsHardware15 35,3043.022% 4,0833.847% 0.825%27.310%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 7690.066% 520.049% -0.017%-25.564%
1015Computer serversTechnical SkillsNetwork6 120,47610.312% 9,6789.119% -1.193%-11.572%
1267Computer UtilitiesTechnical SkillsMisc1 1720.015% 260.024% 0.010%66.399%
59Content ManagerTechnical SkillsBusiness applications1 1,6950.145% 430.041% -0.105%-72.074%
1396Continuous ImprovementTechnical SkillsSoftware development1 27,5802.361% 5,3775.066% 2.706%114.611%
878ControllersTechnical SkillsHardware3 6,9480.595% 7210.679% 0.085%14.230%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 8690.074% 1130.106% 0.032%43.141%
407Customer information control system (CICS)Technical SkillsBusiness applications2 5,9930.513% 2620.247% -0.266%-51.876%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 81,9437.014% 6,3595.992% -1.022%-14.576%
1368Cyber SecurityTechnical SkillsInformation mgmt3 36,0193.083% 9,2568.721% 5.638%182.877%
953Data acquisition systemsTechnical SkillsInformation mgmt1 6,0630.519% 5520.520% 0.001%0.221%
955Data compression softwareTechnical SkillsInformation mgmt1 1,7890.153% 1380.130% -0.023%-15.087%
956Data conversion softwareTechnical SkillsInformation mgmt1 7,9780.683% 5780.545% -0.138%-20.248%
958Data dictionaryTechnical SkillsInformation mgmt1 4,7040.403% 2640.249% -0.154%-38.221%
959Data entryTechnical SkillsInformation mgmt1 7,9080.677% 1,2571.184% 0.507%74.974%
962Data mappingTechnical SkillsInformation mgmt1 7,9080.677% 7050.664% -0.013%-1.864%
67Data MiningTechnical SkillsInformation mgmt5 19,1081.636% 2,3002.167% 0.532%32.501%
963Data modelingTechnical SkillsInformation mgmt1 44,2693.789% 3,1582.976% -0.814%-21.473%
68Data WarehousingTechnical SkillsInformation mgmt2 66,9975.735% 4,5914.326% -1.409%-24.568%
69Database AdministrationTechnical SkillsInformation mgmt12 89,6107.670% 5,4205.107% -2.563%-33.419%
969Database design softwareTechnical SkillsInformation mgmt15 67,2135.753% 4,1123.874% -1.879%-32.655%
1268Database ReportingTechnical SkillsInformation mgmt3 26,0512.230% 1,0611.000% -1.230%-55.167%
1269Database SecurityTechnical SkillsInformation mgmt2 890.008% 190.018% 0.010%135.001%
1373Database SecurityTechnical SkillsInformation mgmt1 3770.032% 350.033% 0.001%2.196%
1270Database ServersTechnical SkillsInformation mgmt3 16,0451.373% 5030.474% -0.899%-65.491%
1271Database TestingTechnical SkillsInformation mgmt1 1,1380.097% 880.083% -0.014%-14.877%
1160DebuggingTechnical SkillsSoftware development7 65,3425.593% 6,3595.992% 0.399%7.128%
1385DecryptionTechnical SkillsInformation mgmt2 2910.025% 430.041% 0.016%62.660%
418Desktop publishing softwareTechnical SkillsBusiness applications13 16,4181.405% 3,4233.225% 1.820%129.505%
1272Development EnvironmentTechnical SkillsSoftware development13 37,9633.249% 3,2793.090% -0.160%-4.921%
1273Digital ImagingTechnical SkillsHardware1 1,2030.103% 90.008% -0.094%-91.765%
883Digital Signal Processor (DSP)Technical SkillsHardware2 9630.082% 1570.148% 0.066%79.465%
423Disk operating system (DOS)Technical SkillsBusiness applications1 3,8160.327% 2730.257% -0.069%-21.248%
1307Doctor of PhilosophyTechnical SkillsMisc3 23,4652.009% 3,1742.991% 0.982%48.899%
973Document management softwareTechnical SkillsInformation mgmt4 15,2501.305% 1,4221.340% 0.035%2.644%
1020Domain name system (DNS)Technical SkillsNetwork3 40,1563.437% 3,4273.229% -0.208%-6.056%
61DreamweaverTechnical SkillsSoftware development1 4,9490.424% 1020.096% -0.328%-77.312%
54DSS/GDSSTechnical SkillsBusiness applications5 20,8661.786% 1,7301.630% -0.156%-8.733%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 350.003% 10.001% -0.002%-68.549%
62EclipseTechnical SkillsSoftware development1 17,6471.511% 9830.926% -0.584%-38.682%
1308Electronic CommerceTechnical SkillsBusiness applications2 34,0132.911% 2,2402.111% -0.801%-27.505%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 13,3681.144% 8610.811% -0.333%-29.101%
1023Electronic mail softwareTechnical SkillsNetwork8 22,8071.952% 1,9791.865% -0.088%-4.482%
1384EncryptionTechnical SkillsInformation mgmt1 580.005% 220.021% 0.016%317.542%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 83,0987.113% 6,3155.950% -1.163%-16.346%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications15 87,3907.480% 6,7406.351% -1.130%-15.101%
1321Environmental CertificationTechnical SkillsEnvironmental1 1340.011% 490.046% 0.035%302.529%
1328Environmental CleanupTechnical SkillsEnvironmental1 520.004% 60.006% 0.001%27.015%
1329Environmental EnergyTechnical SkillsEnvironmental21 5,9960.513% 6920.652% 0.139%27.043%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 3,3910.290% 3480.328% 0.038%12.968%
1327Environmental PollutionTechnical SkillsEnvironmental21 4,0370.346% 6620.624% 0.278%80.511%
1324Environmental Pollution ControlTechnical SkillsEnvironmental8 2,5080.215% 3860.364% 0.149%69.420%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental7 7500.064% 1350.127% 0.063%98.143%
1326Environmental Product StewardshipTechnical SkillsEnvironmental12 4,4100.377% 5040.475% 0.097%25.805%
1331Environmental ScienceTechnical SkillsEnvironmental2 1,1710.100% 200.019% -0.081%-81.199%
1322Environmental TechnologyTechnical SkillsEnvironmental2 2860.024% 350.033% 0.008%34.712%
461Expert system softwareTechnical SkillsBusiness applications1 4460.038% 560.053% 0.015%38.216%
1359FacebookTechnical SkillsSocial Networking1 134,27811.494% 2,0161.900% -9.594%-83.473%
463Facilities management softwareTechnical SkillsBusiness applications4 7,4200.635% 5640.531% -0.104%-16.328%
468Flight control softwareTechnical SkillsBusiness applications1 1520.013% 180.017% 0.004%30.357%
469Flowchart softwareTechnical SkillsBusiness applications5 4,4100.377% 3060.288% -0.089%-23.618%
1367ForensicTechnical SkillsInformation mgmt2 18,5861.591% 2,2072.080% 0.489%30.714%
1112Fraud DetectionTechnical SkillsSecurity1 8,3410.714% 1,5521.462% 0.748%104.823%
63FrontPageTechnical SkillsSoftware development1 1,3640.117% 150.014% -0.103%-87.895%
475Fund accounting softwareTechnical SkillsBusiness applications1 1,2090.103% 850.080% -0.023%-22.608%
1260GamingTechnical SkillsMisc2 17,4111.490% 1,5061.419% -0.071%-4.785%
113Generic databasesTechnical SkillsInformation mgmt2 188,71316.153% 16,60115.642% -0.511%-3.164%
1365Google AppsTechnical SkillsBusiness applications4 3,4240.293% 2740.258% -0.035%-11.911%
1364Google PlusTechnical SkillsSocial Networking1 700.006% 320.030% 0.024%403.219%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications31 74,3916.368% 7,4877.054% 0.687%10.788%
484Graphic softwareTechnical SkillsBusiness applications16 88,5657.581% 7,4196.990% -0.590%-7.788%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 13,6981.172% 5350.504% -0.668%-57.007%
1323Green ITTechnical SkillsEnvironmental9 2,7200.233% 1700.160% -0.073%-31.200%
893Guidance systemsTechnical SkillsHardware1 530.005% 60.006% 0.001%24.618%
1371HackingTechnical SkillsInformation mgmt5 6,6020.565% 1,2181.148% 0.583%103.085%
895Hardware description language (HDL)Technical SkillsHardware2 750.006% 180.017% 0.011%164.190%
1277Hardware DesignTechnical SkillsHardware20 4,5760.392% 7270.685% 0.293%74.886%
1278Hardware TestingTechnical SkillsHardware4 1,2850.110% 2410.227% 0.117%106.452%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 8090.069% 2600.245% 0.176%253.778%
492Helpdesk or call centerTechnical SkillsBusiness applications2 60,3675.167% 5,4725.156% -0.011%-0.218%
1377Homeland SecurityTechnical SkillsInformation mgmt1 52,7804.518% 1,8571.750% -2.768%-61.270%
114IBM databasesTechnical SkillsInformation mgmt2 35,9043.073% 1,4531.369% -1.704%-55.452%
121IBM operating systemsTechnical SkillsBusiness applications4 25,8282.211% 9750.919% -1.292%-58.445%
898Image capture devicesTechnical SkillsHardware9 6,7550.578% 1,1171.052% 0.474%82.026%
524Industrial control softwareTechnical SkillsBusiness applications3 4,0770.349% 6180.582% 0.233%66.860%
975Information retrieval or search softwareTechnical SkillsInformation mgmt5 17,2151.474% 1,8171.712% 0.239%16.186%
1375Information SecurityTechnical SkillsInformation mgmt3 82,0227.021% 11,48110.818% 3.797%54.083%
899InfraredTechnical SkillsHardware1 7890.068% 580.055% -0.013%-19.080%
1180InstallationTechnical SkillsSoftware development1 124,64810.669% 10,63210.018% -0.652%-6.107%
901Interface definition language (IDL)Technical SkillsHardware1 2940.025% 300.028% 0.003%12.326%
536Internet browser softwareTechnical SkillsBusiness applications4 8,3550.715% 6590.621% -0.094%-13.175%
1393Intrusion DetectionTechnical SkillsInformation mgmt1 21,0041.798% 1,7661.664% -0.134%-7.446%
541Inventory management softwareTechnical SkillsBusiness applications3 8,0210.687% 1,0631.002% 0.315%45.885%
1414ISO 9000Technical SkillsSoftware development1 2,3810.204% 770.073% -0.131%-64.401%
73IT Architecture/StandardsTechnical SkillsHardware2 11,4840.983% 1,1181.053% 0.070%7.165%
1357Java METechnical SkillsMobile Platforms2 1150.010% 20.002% -0.008%-80.856%
1035KernelTechnical SkillsNetwork1 3,0040.257% 1900.179% -0.078%-30.376%
907LasersTechnical SkillsHardware1 1590.014% 460.043% 0.030%218.468%
1038License management softwareTechnical SkillsNetwork1 1,1970.102% 1120.106% 0.003%2.998%
1361LinkedInTechnical SkillsSocial Networking1 8,5570.732% 1,9341.822% 1.090%148.794%
908Mainframe computersTechnical SkillsHardware2 37,7283.229% 1,6071.514% -1.715%-53.112%
124Mainframe operating systemsTechnical SkillsBusiness applications8 16,5671.418% 1,0590.998% -0.420%-29.635%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications9 25,3992.174% 1,8391.733% -0.441%-20.298%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 7,9830.683% 4890.461% -0.223%-32.571%
1281Medical softwareTechnical SkillsBusiness applications9 12,7681.093% 1,3481.270% 0.177%16.218%
115Microsoft databasesTechnical SkillsInformation mgmt5 184,83515.821% 11,72611.049% -4.772%-30.165%
119Microsoft operating systemsTechnical SkillsBusiness applications4 248,07521.234% 17,27116.273% -4.961%-23.363%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 2,0130.172% 2530.238% 0.066%38.351%
625MultimediaTechnical SkillsBusiness applications1 5,6500.484% 5470.515% 0.032%6.572%
1362MySpaceTechnical SkillsSocial Networking1 1,8810.161% 250.024% -0.137%-85.370%
74Network administrationTechnical SkillsHardware17 127,78010.937% 10,86110.234% -0.704%-6.435%
1282Network Administration softwareTechnical SkillsNetwork18 78,0546.681% 6,8176.423% -0.258%-3.860%
1283Network HardwareTechnical SkillsNetwork11 48,6484.164% 3,7703.552% -0.612%-14.694%
1284Network Monitoring softwareTechnical SkillsNetwork15 34,2302.930% 3,1002.921% -0.009%-0.308%
1059Network operation system software (NOS)Technical SkillsNetwork2 1,4310.122% 1190.112% -0.010%-8.460%
1122Network securityTechnical SkillsSecurity1 50,6274.333% 3,7693.551% -0.782%-18.050%
1369Network SecurityTechnical SkillsInformation mgmt1 7,2290.619% 4920.464% -0.155%-25.081%
1285Network Security softwareTechnical SkillsSecurity36 115,3349.872% 12,62611.897% 2.025%20.507%
1286Network softwareTechnical SkillsNetwork6 22,4961.926% 1,4771.392% -0.534%-27.726%
1287Network TestingTechnical SkillsNetwork11 17,3181.482% 1,3641.285% -0.197%-13.299%
1065Novell network softwareTechnical SkillsNetwork2 2,3930.205% 420.040% -0.165%-80.680%
643OberonTechnical SkillsBusiness applications1 1660.014% 70.007% -0.008%-53.581%
1413Object Oriented DesignTechnical SkillsSoftware development2 14,8911.275% 6400.603% -0.672%-52.689%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 84,6687.247% 4,8034.526% -2.722%-37.555%
1288Office ApplicationsTechnical SkillsBusiness applications13 236,94620.282% 25,11623.665% 3.384%16.683%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 14,5181.243% 6550.617% -0.626%-50.336%
116Open-source databasesTechnical SkillsInformation mgmt4 35,2033.013% 3,5423.337% 0.324%10.758%
118Open-source operating systemsTechnical SkillsBusiness applications8 130,23711.148% 12,27211.563% 0.415%3.726%
56Operating SystemsTechnical SkillsBusiness applications3 130,20811.145% 11,36410.708% -0.438%-3.928%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 9290.080% 970.091% 0.012%14.937%
117Oracle databasesTechnical SkillsInformation mgmt1 219,05018.750% 11,93611.246% -7.503%-40.018%
1354Palm OSTechnical SkillsMobile Platforms3 1530.013% 10.001% -0.012%-92.805%
1376Penetration TestingTechnical SkillsInformation mgmt5 56,5524.841% 8,3837.899% 3.058%63.176%
1289Physical ToolsTechnical SkillsHardware1 420.004% 100.009% 0.006%162.093%
683Point of sale (POS)Technical SkillsBusiness applications3 7,9220.678% 1,2021.133% 0.454%67.023%
686PolkaTechnical SkillsBusiness applications1 140.001% 140.013% 0.012%1,000.792%
931PrintersTechnical SkillsHardware3 16,0121.371% 2,6362.484% 1.113%81.220%
43ProgrammingTechnical SkillsSoftware development1 263,46922.552% 20,48119.298% -3.254%-14.429%
700ProvisioningTechnical SkillsBusiness applications1 19,6241.680% 2,0111.895% 0.215%12.805%
1405Rapid Application DevelopmentTechnical SkillsSoftware development2 6,4480.552% 2160.204% -0.348%-63.125%
1258Rate ControlTechnical SkillsTechnical applications1 80.001% 20.002% 0.001%175.198%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 13,2111.131% 2150.203% -0.928%-82.085%
1077Remote control softwareTechnical SkillsNetwork2 1,7220.147% 1360.128% -0.019%-13.062%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 8420.072% 460.043% -0.029%-39.862%
1379Risk AnalysisTechnical SkillsInformation mgmt1 12,4381.065% 1,5591.469% 0.404%37.975%
1262RoboticsTechnical SkillsHardware3 4,0470.346% 1,0911.028% 0.682%196.754%
1318RSATechnical SkillsSecurity1 8,0280.687% 3770.355% -0.332%-48.306%
44SDLCTechnical SkillsSoftware development7 160,54113.742% 11,89811.211% -2.531%-18.418%
1132Secure shell (SSH)Technical SkillsSecurity1 540.005% 00.000% -0.005%-100.000%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 13,9001.190% 1,1371.071% -0.118%-9.957%
76SecurityTechnical SkillsHardware4 807,78469.143% 45,66643.028% -26.115%-37.770%
1382Security AuditTechnical SkillsInformation mgmt1 2,2110.189% 2790.263% 0.074%38.906%
1315Security ClearanceTechnical SkillsMisc2 143,65612.296% 11,28710.635% -1.661%-13.511%
1381Security PlanTechnical SkillsInformation mgmt1 2,4300.208% 3750.353% 0.145%69.875%
1380Security PolicyTechnical SkillsInformation mgmt2 37,3753.199% 4,6214.354% 1.155%36.101%
1135Security testing softwareTechnical SkillsSecurity1 4,9880.427% 9030.851% 0.424%99.281%
60Sharepoint ServerTechnical SkillsBusiness applications1 5,2820.452% 1230.116% -0.336%-74.366%
1084Signal generatorsTechnical SkillsNetwork1 1860.016% 150.014% -0.002%-11.226%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 9,3220.798% 4950.466% -0.332%-41.548%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 31,5382.700% 2,8112.649% -0.051%-1.886%
1220Simulation softwareTechnical SkillsSoftware development5 17,4251.492% 1,5291.441% -0.051%-3.408%
1366Social NetworkTechnical SkillsSocial Networking1 1,5670.134% 880.083% -0.051%-38.181%
1358Social NetworkingTechnical SkillsSocial Networking1 7,9930.684% 920.087% -0.597%-87.330%
42Software DevelopmentTechnical SkillsSoftware development2 233,09419.952% 17,17016.178% -3.774%-18.914%
1291Software Development softwareTechnical SkillsSoftware development3 2,4760.212% 470.044% -0.168%-79.105%
1309Software EngineeringTechnical SkillsSoftware development1 99,8678.548% 8,5498.055% -0.493%-5.768%
1292Software InstallationTechnical SkillsSoftware development4 146,61612.550% 14,28113.456% 0.906%7.222%
1223Software librariesTechnical SkillsSoftware development1 2590.022% 400.038% 0.016%70.007%
1293Software MaintenanceTechnical SkillsSoftware development1 6,9170.592% 3450.325% -0.267%-45.096%
1294Software TestingTechnical SkillsSoftware development14 127,85110.944% 11,92311.234% 0.291%2.657%
1225Source code management (SCM)Technical SkillsSoftware development5 33,5442.871% 3,0502.874% 0.003%0.090%
1229Static analysis softwareTechnical SkillsSoftware development1 3510.030% 840.079% 0.049%163.438%
772Statistical analysis softwareTechnical SkillsBusiness applications26 97,8168.373% 12,49711.775% 3.402%40.638%
774Statistical softwareTechnical SkillsBusiness applications1 48,9934.194% 5,9095.568% 1.374%32.766%
1230Stress testing softwareTechnical SkillsSoftware development1 2,6300.225% 2210.208% -0.017%-7.500%
122Sun operating systemsTechnical SkillsBusiness applications3 53,7114.597% 1,4801.395% -3.203%-69.668%
939Surveillance systemsTechnical SkillsHardware5 11,3330.970% 1,5281.440% 0.470%48.417%
791Symantec softwareTechnical SkillsBusiness applications1 10,1280.867% 5220.492% -0.375%-43.265%
1355SymbianTechnical SkillsMobile Platforms1 320.003% 00.000% -0.003%-100.000%
1310System AdministrationTechnical SkillsNetwork4 101,1018.654% 7,4136.985% -1.669%-19.287%
45System TestingTechnical SkillsSoftware development5 29,1602.496% 2,3752.238% -0.258%-10.344%
46Systems AnalysisTechnical SkillsSoftware development8 147,05012.587% 11,71011.034% -1.553%-12.341%
47Systems DesignTechnical SkillsSoftware development1 22,9991.969% 1,8961.786% -0.182%-9.252%
1233Systems EvaluationTechnical SkillsSoftware development1 2750.024% 1090.103% 0.079%336.314%
1234Systems integrationTechnical SkillsSoftware development8 86,9547.443% 2,6352.483% -4.960%-66.642%
75TCP/IPTechnical SkillsHardware3 57,1524.892% 3,9633.734% -1.158%-23.670%
1235Technology DesignTechnical SkillsSoftware development1 1,2440.106% 1540.145% 0.039%36.272%
1236TemplatesTechnical SkillsSoftware development1 21,8841.873% 2,0531.934% 0.061%3.268%
1239Test implementationTechnical SkillsSoftware development1 5100.044% 1560.147% 0.103%236.713%
1302TestingTechnical SkillsSoftware development1 400,76834.304% 37,11134.967% 0.663%1.933%
1297Training softwareTechnical SkillsBusiness applications3 1,6900.145% 1830.172% 0.028%19.198%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 1,2750.109% 660.062% -0.047%-43.018%
1360TwitterTechnical SkillsSocial Networking1 16,2421.390% 2,0631.944% 0.554%39.819%
1411Unified ProcessTechnical SkillsSoftware development1 3,5660.305% 180.017% -0.288%-94.444%
123UNIX operating systemsTechnical SkillsBusiness applications5 156,35913.384% 7,4717.039% -6.344%-47.403%
1298UNIX ShellsTechnical SkillsBusiness applications4 35,7863.063% 2,0811.961% -1.102%-35.988%
1410Use CaseTechnical SkillsSoftware development1 11,1410.954% 6660.628% -0.326%-34.196%
48User-Interface DesignTechnical SkillsSoftware development2 39,6263.392% 3,8403.618% 0.226%6.673%
836Video creation and editing softwareTechnical SkillsBusiness applications3 2,2950.196% 820.077% -0.119%-60.669%
64Visual StudioTechnical SkillsSoftware development1 37,9503.248% 2,3772.240% -1.009%-31.052%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 1,4140.121% 1070.101% -0.020%-16.701%
77Voice/Data TelecomTechnical SkillsHardware10 112,4929.629% 6,5396.161% -3.468%-36.013%
1299Web Application ServerTechnical SkillsBusiness applications8 55,1274.719% 1,7161.617% -3.102%-65.734%
1248Web platform development softwareTechnical SkillsSoftware development5 2,3900.205% 230.022% -0.183%-89.407%
65web programmerTechnical SkillsSoftware development4 11,9641.024% 8190.772% -0.252%-24.645%
58Web serversTechnical SkillsBusiness applications6 80,4386.885% 4,4894.230% -2.655%-38.568%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 52,7104.512% 2,5022.357% -2.154%-47.748%
1356Windows CETechnical SkillsMobile Platforms4 2,2610.194% 1050.099% -0.095%-48.880%
1102WirelessTechnical SkillsNetwork5 46,7834.004% 3,8043.584% -0.420%-10.493%
1363YouTubeTechnical SkillsSocial Networking2 1,3640.117% 5200.490% 0.373%319.657%
79.NETProgramming SkillsCurrent1 121,53310.403% 6,5836.203% -4.200%-40.374%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 30.000% 00.000% -0.000%-100.000%
209A programming language (APL)Programming SkillsLegacy2 1,6670.143% 3000.283% 0.140%98.103%
99AdaProgramming SkillsLegacy1 6,0800.520% 1,6411.546% 1.026%197.105%
80AJAXProgramming SkillsCurrent1 44,4593.806% 1,5121.425% -2.381%-62.563%
210Algorithmic language (ALGOL)Programming SkillsLegacy1 290.002% 20.002% -0.001%-24.083%
192Apple AppleScriptProgramming SkillsCurrent1 750.006% 90.008% 0.002%32.095%
81ASPProgramming SkillsCurrent2 84,9607.272% 3,7663.548% -3.724%-51.205%
108AssemblyProgramming SkillsLegacy2 1,0610.091% 810.076% -0.014%-15.962%
211AWKProgramming SkillsLegacy1 1,8490.158% 630.059% -0.099%-62.493%
212BProgramming SkillsLegacy1 15,7481.348% 1,9821.868% 0.520%38.543%
83C#Programming SkillsCurrent2 97,4398.340% 6,9616.559% -1.781%-21.360%
82C/C++Programming SkillsCurrent3 109,1329.341% 7,6537.211% -2.130%-22.806%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 61,9745.305% 5,8445.506% 0.202%3.802%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 4280.037% 120.011% -0.025%-69.137%
84CGIProgramming SkillsCurrent2 8,8750.760% 7440.701% -0.059%-7.719%
217ClipperProgramming SkillsLegacy1 2350.020% 80.008% -0.013%-62.526%
218CLUProgramming SkillsLegacy1 1560.013% 80.008% -0.006%-43.549%
100CobolProgramming SkillsLegacy1 13,9831.197% 5390.508% -0.689%-57.568%
85ColdFusionProgramming SkillsCurrent2 8,6550.741% 2390.225% -0.516%-69.603%
219Combined programming language (CPL)Programming SkillsLegacy1 3160.027% 80.008% -0.020%-72.132%
195Component object model (COM)Programming SkillsCurrent1 930.008% 60.006% -0.002%-28.981%
125Database programmingProgramming SkillsCurrent3 22,3641.914% 9330.879% -1.035%-54.076%
196Distributed component object model (DCOM)Programming SkillsCurrent1 1,6250.139% 170.016% -0.123%-88.484%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 3,3940.291% 1350.127% -0.163%-56.215%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 1,8020.154% 1230.116% -0.038%-24.863%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 9,6990.830% 2770.261% -0.569%-68.562%
109ForthProgramming SkillsLegacy1 6,1140.523% 1,1811.113% 0.589%112.633%
102FortranProgramming SkillsLegacy1 1,5120.129% 690.065% -0.064%-49.765%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 176,07615.071% 9,1808.650% -6.422%-42.608%
222JProgramming SkillsLegacy1 4,5070.386% 5000.471% 0.085%22.120%
87Java/J2EE/J2PProgramming SkillsCurrent4 192,18416.450% 13,70812.916% -3.534%-21.483%
97JavaScriptProgramming SkillsCurrent3 107,2709.182% 9,6949.134% -0.048%-0.521%
89JavaServer FacesProgramming SkillsCurrent3 8,8140.754% 2670.252% -0.503%-66.654%
88JavaServer PagesProgramming SkillsCurrent3 32,4442.777% 1,0170.958% -1.819%-65.494%
223Job control language (JCL)Programming SkillsLegacy2 7,6560.655% 3200.302% -0.354%-53.990%
126LAMPProgramming SkillsCurrent1 4,4900.384% 2300.217% -0.168%-43.612%
104LispProgramming SkillsLegacy1 1680.014% 220.021% 0.006%44.151%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 4660.040% 890.084% 0.044%110.237%
201Microsoft ActiveXProgramming SkillsCurrent1 1,3950.119% 210.020% -0.100%-83.429%
107PascalProgramming SkillsLegacy1 6970.060% 130.012% -0.047%-79.469%
90PerlProgramming SkillsCurrent1 52,9844.535% 2,9282.759% -1.776%-39.168%
91PHPProgramming SkillsCurrent1 26,3532.256% 2,3922.254% -0.002%-0.084%
103PL/1Programming SkillsLegacy3 2460.021% 140.013% -0.008%-37.353%
105PrologProgramming SkillsLegacy1 2020.017% 250.024% 0.006%36.237%
95PythonProgramming SkillsCurrent1 33,4912.867% 9,0018.481% 5.614%195.848%
228Register transfer language (RTL)Programming SkillsLegacy1 14,6421.253% 220.021% -1.233%-98.346%
1216Ruby/Ruby on RailsProgramming SkillsCurrent1 12,3301.055% 1,9561.843% 0.788%74.627%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 2700.023% 230.022% -0.001%-6.229%
206Scripting languagesProgramming SkillsCurrent1 16,4041.404% 2,1952.068% 0.664%47.296%
101SmalltalkProgramming SkillsLegacy1 2810.024% 70.007% -0.017%-72.578%
92SQLProgramming SkillsCurrent3 363,53931.117% 26,09524.588% -6.530%-20.985%
110TCLProgramming SkillsLegacy1 2,3460.201% 920.087% -0.114%-56.832%
98Unified Modeling LanguageProgramming SkillsCurrent2 28,6392.451% 7330.691% -1.761%-71.826%
93Visual BasicProgramming SkillsCurrent6 91,8737.864% 4,2013.958% -3.906%-49.665%
207Web service definition language (WSDL)Programming SkillsCurrent2 7,8100.669% 3930.370% -0.298%-44.608%
94XMLProgramming SkillsCurrent2 116,83610.001% 5,0554.763% -5.238%-52.373%
1342Computer ScienceMajorsComputer Science2 819,52470.148% 70,07966.031% -4.117%-5.869%
1344Information TechnologyMajorsInformation Technology3 465,65139.858% 40,22537.901% -1.956%-4.909%
1343Management Information SystemsMajorsManagement Information Systems9 1,168,282100.000% 106,131100.000% 0.000%0.000%

cs Degrees

Computer Science

2019-02-22Jobs Found:3,126,384Click 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 10,0970.323% 1,7100.725% 0.402%124.549%
2Attention to DetailsSoft SkillsProblem-solving skills1 12,2760.393% 1,1600.492% 0.099%25.288%
8Conflict ResolutionSoft SkillsInterpersonal skills1 16,1580.517% 1,6360.694% 0.177%34.247%
231CooperationSoft SkillsInterpersonal skills1 22,5000.720% 2,0590.873% 0.154%21.334%
3CreativitySoft SkillsProblem-solving skills4 103,1363.299% 12,5245.311% 2.013%61.005%
4Critical thinkingSoft SkillsProblem-solving skills3 43,0841.378% 7,4793.172% 1.794%130.163%
1300FlexibilitySoft SkillsWork ethic1 100,3023.208% 12,1295.144% 1.936%60.333%
232IndependenceSoft SkillsInterpersonal skills1 15,2660.488% 2,0660.876% 0.388%79.437%
13Initiative/Motivation to workSoft SkillsWork ethic5 384,40412.295% 38,08316.151% 3.855%31.356%
256InnovationSoft SkillsProblem-solving skills1 236,6457.569% 38,92716.509% 8.940%118.103%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 263,8048.438% 31,72013.452% 5.014%59.426%
1422InternshipSoft SkillsWork ethic3 46,5511.489% 10,8934.620% 3.131%210.260%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 1,6240.052% 2360.100% 0.048%92.679%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 204,7226.548% 24,23210.277% 3.729%56.940%
10LeadershipSoft SkillsInterpersonal skills1 619,14119.804% 59,33925.166% 5.362%27.074%
258LearningSoft SkillsProblem-solving skills1 236,0807.551% 43,09118.275% 10.724%142.011%
1Learning AbilitySoft SkillsProblem-solving skills3 60,2091.926% 6,7742.873% 0.947%49.173%
236ListeningSoft SkillsLanguage skills1 46,8191.498% 5,3092.252% 0.754%50.348%
260MathematicsSoft SkillsProblem-solving skills3 216,8016.935% 28,46312.071% 5.137%74.071%
261MemorizationSoft SkillsProblem-solving skills2 1390.004% 420.018% 0.013%300.629%
18Negotiation SkillsSoft SkillsLanguage skills1 23,7630.760% 1,9670.834% 0.074%9.752%
262OptimizationSoft SkillsProblem-solving skills1 172,4745.517% 16,5807.032% 1.515%27.458%
19Oral CommunicationsSoft SkillsLanguage skills5 47,8541.531% 5,2182.213% 0.682%44.575%
273PersistenceSoft SkillsWork ethic1 13,8850.444% 1,2380.525% 0.081%18.218%
239PersuasionSoft SkillsLanguage skills1 4,2790.137% 5380.228% 0.091%66.705%
1301Physical SkillSoft SkillsWork ethic2 3,6580.117% 1,1630.493% 0.376%321.545%
240PresentationsSoft SkillsLanguage skills1 135,1244.322% 14,2496.043% 1.721%39.817%
265Problem Solving SkillsSoft SkillsProblem-solving skills3 617,72719.759% 54,83223.254% 3.496%17.692%
20Questioning skillsSoft SkillsLanguage skills1 9800.031% 1020.043% 0.012%38.001%
241Reading ComprehensionSoft SkillsLanguage skills1 6660.021% 1260.053% 0.032%150.844%
6Research skillsSoft SkillsProblem-solving skills1 5,1470.165% 6200.263% 0.098%59.715%
15ResponsibilitySoft SkillsWork ethic2 284,4759.099% 25,90010.984% 1.885%20.716%
234Self ControlSoft SkillsInterpersonal skills1 3400.011% 290.012% 0.001%13.091%
11Self-esteemSoft SkillsInterpersonal skills1 5130.016% 3040.129% 0.113%685.713%
16Self-managementSoft SkillsWork ethic1 3,8440.123% 4490.190% 0.067%54.871%
250Stress ToleranceSoft SkillsPhysical skills1 5290.017% 1160.049% 0.032%190.744%
12TeamworkSoft SkillsInterpersonal skills1 131,6604.211% 13,2225.607% 1.396%33.153%
17Time ManagementSoft SkillsWork ethic2 108,0103.455% 10,4624.437% 0.982%28.428%
268VisualizationSoft SkillsProblem-solving skills1 45,8251.466% 10,0684.270% 2.804%191.305%
7Working under pressureSoft SkillsProblem-solving skills1 1,7520.056% 2490.106% 0.050%88.440%
21Written CommunicationsSoft SkillsLanguage skills5 479,52615.338% 40,23617.064% 1.726%11.253%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 120,4383.852% 28,93412.271% 8.419%218.532%
172Account managementBusiness SkillsManagement skills1 26,4860.847% 2,4781.051% 0.204%24.049%
22AccountingBusiness SkillsBusiness processes4 176,0305.630% 12,2295.186% -0.444%-7.889%
1263Accounting softwareBusiness SkillsBusiness processes7 20,4230.653% 2,9451.249% 0.596%91.194%
174AdministrationBusiness SkillsManagement skills3 645,85220.658% 47,42520.113% -0.545%-2.640%
1313AnalystBusiness SkillsProject management1 464,19014.848% 36,06215.294% 0.446%3.006%
175Application managementBusiness SkillsManagement skills5 233,0647.455% 17,4667.407% -0.047%-0.637%
150Asset managementBusiness SkillsBusiness processes1 38,3451.226% 3,8291.624% 0.397%32.399%
151AuditingBusiness SkillsBusiness processes5 130,1094.162% 12,4755.291% 1.129%27.128%
1264Auditing softwareBusiness SkillsBusiness processes1 950.003% 20.001% -0.002%-72.087%
152BillingBusiness SkillsBusiness processes1 46,5681.490% 3,5001.484% -0.005%-0.348%
153Bills of LadingBusiness SkillsBusiness processes1 470.002% 20.001% -0.001%-43.579%
1314Business AnalystBusiness SkillsProject management1 158,6885.076% 9,1373.875% -1.201%-23.657%
35Business IntelligenceBusiness SkillsStrategy skills1 137,1004.385% 9,6964.112% -0.273%-6.230%
155Business performance management (BPM)Business SkillsBusiness processes2 19,1430.612% 9440.400% -0.212%-34.616%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 31,9371.022% 8150.346% -0.676%-66.165%
36Business StrategyBusiness SkillsStrategy skills3 531,68217.006% 58,27224.713% 7.707%45.317%
182Calendar and schedulingBusiness SkillsProject management3 115,0813.681% 8,7633.716% 0.035%0.962%
156Capacity planningBusiness SkillsBusiness processes1 69,6512.228% 3,4791.475% -0.752%-33.773%
28Change ManagementBusiness SkillsManagement skills1 118,0113.775% 10,2834.361% 0.586%15.533%
183Content workflowBusiness SkillsProject management1 1190.004% 50.002% -0.002%-44.290%
24Contracting and legalBusiness SkillsBusiness processes2 122,4523.917% 17,5067.424% 3.508%89.552%
176CoordinationBusiness SkillsManagement skills1 131,9474.220% 13,4015.683% 1.463%34.662%
157Cost accountingBusiness SkillsBusiness processes1 2,0000.064% 1900.081% 0.017%25.960%
158Cost estimationBusiness SkillsBusiness processes1 2,4300.078% 1790.076% -0.002%-2.332%
1312Customer SupportBusiness SkillsBusiness processes6 580,87718.580% 45,42219.263% 0.684%3.679%
1339EducationBusiness SkillsIndustry Segment1 25,2600.808% 3,9581.679% 0.871%107.754%
1333EnergyBusiness SkillsIndustry Segment1 148,2304.741% 14,8926.316% 1.574%33.206%
1340EntertainmentBusiness SkillsIndustry Segment1 65,3652.091% 6,3342.686% 0.595%28.481%
1319EnvironmentalBusiness SkillsEnvironmental16 61,8921.980% 10,3934.408% 2.428%122.646%
1320Environmental StrategyBusiness SkillsEnvironmental9 30,2130.966% 9,0833.852% 2.886%298.605%
161FinancialBusiness SkillsBusiness processes2 571,27418.273% 49,24320.884% 2.611%14.290%
1275Financial Analysis softwareBusiness SkillsBusiness processes8 2,2640.072% 2990.127% 0.054%75.107%
1332Health CareBusiness SkillsIndustry Segment2 335,43610.729% 30,31412.856% 2.127%19.823%
177Human resourcesBusiness SkillsManagement skills2 97,8463.130% 9,6784.104% 0.975%31.145%
1336InsuranceBusiness SkillsIndustry Segment1 17,5540.561% 1,1490.487% -0.074%-13.214%
1316Managing/SupervisionBusiness SkillsManagement skills5 1,075,07734.387% 80,85434.290% -0.097%-0.283%
1334ManufacturingBusiness SkillsIndustry Segment2 174,7045.588% 17,3047.339% 1.751%31.326%
26MarketingBusiness SkillsBusiness processes1 251,7828.053% 22,9939.751% 1.698%21.082%
185MonitoringBusiness SkillsProject management1 365,53411.692% 33,97714.410% 2.718%23.244%
179NegotiationBusiness SkillsManagement skills1 90,1252.883% 8,0543.416% 0.533%18.488%
163Operation and ControlBusiness SkillsBusiness processes2 1,9240.062% 5650.240% 0.178%289.360%
29Outsourcing ManagementBusiness SkillsManagement skills3 68,8812.203% 1,7170.728% -1.475%-66.949%
167ProcurementBusiness SkillsBusiness processes1 45,5701.458% 4,4001.866% 0.408%28.021%
1290Project Management softwareBusiness SkillsProject management3 72,9762.334% 3,4401.459% -0.875%-37.499%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 509,50816.297% 37,40115.862% -0.435%-2.672%
168QualityBusiness SkillsBusiness processes1 910,85029.134% 85,17036.120% 6.986%23.979%
1337Real EstateBusiness SkillsIndustry Segment2 19,2630.616% 2,2940.973% 0.357%57.898%
1335RetailBusiness SkillsIndustry Segment2 435,83613.941% 31,92113.538% -0.403%-2.891%
34Risk ManagementBusiness SkillsProject management1 81,7832.616% 10,7544.561% 1.945%74.347%
169Service OrientationBusiness SkillsBusiness processes1 20,9960.672% 1,8720.794% 0.122%18.216%
27Supply Chain ManagementBusiness SkillsBusiness processes3 81,6562.612% 7,8233.318% 0.706%27.026%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 5,4750.175% 3100.131% -0.044%-24.927%
178TeachingBusiness SkillsManagement skills7 76,0812.434% 10,9434.641% 2.207%90.708%
190TimekeepingBusiness SkillsProject management3 33,0901.058% 2,4241.028% -0.030%-2.872%
1296Timekeeping softwareBusiness SkillsProject management1 3,3490.107% 4160.176% 0.069%64.697%
171Total quality management (TQM)Business SkillsBusiness processes2 3,3990.109% 1480.063% -0.046%-42.268%
180TroubleshootingBusiness SkillsManagement skills1 437,58213.996% 35,32214.980% 0.984%7.027%
181VerificationBusiness SkillsManagement skills1 235,8447.544% 12,8785.462% -2.082%-27.601%
1338Waste ManagementBusiness SkillsIndustry Segment1 2,4380.078% 1160.049% -0.029%-36.914%
191WorkflowBusiness SkillsProject management1 135,8964.347% 11,2914.788% 0.442%10.162%
31Working GloballyBusiness SkillsManagement skills3 18,5100.592% 5130.218% -0.374%-63.253%
32Working with Virtual TeamsBusiness SkillsManagement skills2 5,7800.185% 5610.238% 0.053%28.689%
514GLTechnical SkillsSoftware development3 4,9680.159% 2460.104% -0.055%-34.346%
987Access servers & softwareTechnical SkillsNetwork10 99,4033.179% 7,1203.020% -0.160%-5.030%
38Agile Development MethodsTechnical SkillsSoftware development13 238,7947.638% 30,04012.740% 5.102%66.795%
304Algorithmic softwareTechnical SkillsBusiness applications1 1090.003% 20.001% -0.003%-75.672%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 4,0060.128% 3980.169% 0.041%31.729%
1352AndroidTechnical SkillsMobile Platforms3 72,4322.317% 8,9473.794% 1.478%63.778%
1351Apple iOSTechnical SkillsMobile Platforms6 50,7891.625% 3,5881.522% -0.103%-6.332%
120Apple operating systemsTechnical SkillsBusiness applications6 95,6053.058% 9,8274.168% 1.110%36.285%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 6,1310.196% 6750.286% 0.090%45.976%
1423Artificial IntelligenceTechnical SkillsInformation mgmt5 74,4762.382% 22,2039.416% 7.034%295.278%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 1690.005% 230.010% 0.004%80.447%
1265Backup & RecoveryTechnical SkillsTechnical applications16 246,1717.874% 15,1616.430% -1.444%-18.342%
1386BiometricTechnical SkillsInformation mgmt2 7,8680.252% 6480.275% 0.023%9.199%
1353BlackberryTechnical SkillsMobile Platforms2 24,6630.789% 3330.141% -0.648%-82.098%
336Borland DelphiTechnical SkillsBusiness applications1 5,3980.173% 2140.091% -0.082%-47.436%
337Borland JBuilderTechnical SkillsBusiness applications1 3,8170.122% 310.013% -0.109%-89.232%
338Borland ParadoxTechnical SkillsBusiness applications1 2660.009% 180.008% -0.001%-10.278%
72Business Continuity PlanningTechnical SkillsHardware2 35,2801.128% 2,8811.222% 0.093%8.274%
352Cadence OpusTechnical SkillsBusiness applications1 1,3680.044% 690.029% -0.014%-33.124%
868CalculatorsTechnical SkillsHardware1 2,0890.067% 1910.081% 0.014%21.228%
39CASE ToolsTechnical SkillsSoftware development1 126,4844.046% 11,1184.715% 0.669%16.546%
367Categorization or classification softwareTechnical SkillsBusiness applications1 15,1700.485% 1,0940.464% -0.021%-4.382%
112CertificationTechnical SkillsMisc3 517,17416.542% 47,33120.073% 3.531%21.344%
78CiscoTechnical SkillsHardware1 153,3084.904% 10,9564.646% -0.257%-5.247%
1009Cisco Systems IOSTechnical SkillsNetwork1 72,3882.315% 8,3863.556% 1.241%53.602%
40Client-ServerTechnical SkillsSoftware development1 64,3422.058% 1,8810.798% -1.260%-61.238%
1011Cluster server softwareTechnical SkillsNetwork8 56,4071.804% 3,8831.647% -0.157%-8.727%
1147CMAKETechnical SkillsSoftware development1 9040.029% 2620.111% 0.082%284.274%
1151Compatibility testingTechnical SkillsSoftware development1 1,8120.058% 970.041% -0.017%-29.022%
1152CompilersTechnical SkillsSoftware development5 33,3311.066% 3,3071.402% 0.336%31.551%
1255Compliance softwareTechnical SkillsTechnical applications3 14,2370.455% 1,5680.665% 0.210%46.028%
385Computer aided design (CAD)Technical SkillsBusiness applications12 26,6060.851% 3,1811.349% 0.498%58.523%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 4,6450.149% 4240.180% 0.031%21.029%
875Computer diagnosticsTechnical SkillsHardware5 140,3444.489% 13,4165.690% 1.201%26.747%
1107Computer forensicsTechnical SkillsSecurity1 7,3620.235% 5200.221% -0.015%-6.348%
1266Computer HardwareTechnical SkillsHardware15 69,5172.224% 7,1723.042% 0.818%36.791%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 2,3980.077% 1760.075% -0.002%-2.687%
1015Computer serversTechnical SkillsNetwork6 314,41010.057% 18,1657.704% -2.353%-23.397%
1267Computer UtilitiesTechnical SkillsMisc1 2,5430.081% 3770.160% 0.079%96.563%
59Content ManagerTechnical SkillsBusiness applications1 2,4800.079% 1010.043% -0.036%-46.002%
1396Continuous ImprovementTechnical SkillsSoftware development1 56,9211.821% 10,0994.283% 2.462%135.241%
878ControllersTechnical SkillsHardware3 21,3300.682% 2,4481.038% 0.356%52.170%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 3,0690.098% 3700.157% 0.059%59.850%
407Customer information control system (CICS)Technical SkillsBusiness applications2 12,3720.396% 4230.179% -0.216%-54.668%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 151,3834.842% 9,9304.211% -0.631%-13.028%
1368Cyber SecurityTechnical SkillsInformation mgmt3 61,6801.973% 14,7876.271% 4.298%217.866%
953Data acquisition systemsTechnical SkillsInformation mgmt1 17,0940.547% 1,8530.786% 0.239%43.727%
955Data compression softwareTechnical SkillsInformation mgmt1 11,9850.383% 6610.280% -0.103%-26.874%
956Data conversion softwareTechnical SkillsInformation mgmt1 13,4230.429% 7070.300% -0.130%-30.164%
958Data dictionaryTechnical SkillsInformation mgmt1 8,9970.288% 4690.199% -0.089%-30.883%
959Data entryTechnical SkillsInformation mgmt1 12,5200.400% 1,2600.534% 0.134%33.436%
962Data mappingTechnical SkillsInformation mgmt1 16,2780.521% 1,1030.468% -0.053%-10.157%
67Data MiningTechnical SkillsInformation mgmt5 62,3361.994% 6,9412.944% 0.950%47.636%
963Data modelingTechnical SkillsInformation mgmt1 111,5843.569% 6,6752.831% -0.738%-20.685%
68Data WarehousingTechnical SkillsInformation mgmt2 162,5845.200% 9,0473.837% -1.364%-26.221%
69Database AdministrationTechnical SkillsInformation mgmt12 208,3086.663% 9,9384.215% -2.448%-36.744%
969Database design softwareTechnical SkillsInformation mgmt15 178,6905.716% 8,5003.605% -2.111%-36.929%
1268Database ReportingTechnical SkillsInformation mgmt3 48,2331.543% 1,5140.642% -0.901%-58.381%
1269Database SecurityTechnical SkillsInformation mgmt2 5910.019% 570.024% 0.005%27.878%
1373Database SecurityTechnical SkillsInformation mgmt1 6680.021% 840.036% 0.014%66.729%
1270Database ServersTechnical SkillsInformation mgmt3 41,6491.332% 1,0110.429% -0.903%-67.815%
1271Database TestingTechnical SkillsInformation mgmt1 3,0580.098% 1930.082% -0.016%-16.319%
1160DebuggingTechnical SkillsSoftware development7 250,3838.009% 20,3308.622% 0.613%7.657%
1385DecryptionTechnical SkillsInformation mgmt2 1,0630.034% 1030.044% 0.010%28.473%
418Desktop publishing softwareTechnical SkillsBusiness applications13 42,3471.355% 6,2752.661% 1.307%96.471%
1272Development EnvironmentTechnical SkillsSoftware development13 167,2745.350% 11,9365.062% -0.288%-5.390%
1273Digital ImagingTechnical SkillsHardware1 8480.027% 350.015% -0.012%-45.276%
883Digital Signal Processor (DSP)Technical SkillsHardware2 10,8110.346% 9900.420% 0.074%21.416%
423Disk operating system (DOS)Technical SkillsBusiness applications1 8,9600.287% 5040.214% -0.073%-25.419%
1307Doctor of PhilosophyTechnical SkillsMisc3 134,0884.289% 15,6306.629% 2.340%54.553%
973Document management softwareTechnical SkillsInformation mgmt4 24,8000.793% 1,6950.719% -0.074%-9.380%
1020Domain name system (DNS)Technical SkillsNetwork3 107,9043.451% 7,2223.063% -0.389%-11.258%
61DreamweaverTechnical SkillsSoftware development1 14,6360.468% 2870.122% -0.346%-74.000%
54DSS/GDSSTechnical SkillsBusiness applications5 35,0871.122% 1,9220.815% -0.307%-27.370%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 1210.004% 240.010% 0.006%162.987%
62EclipseTechnical SkillsSoftware development1 72,0352.304% 3,3021.400% -0.904%-39.223%
1308Electronic CommerceTechnical SkillsBusiness applications2 148,8144.760% 7,6113.228% -1.532%-32.188%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 26,9650.862% 1,3640.578% -0.284%-32.931%
1023Electronic mail softwareTechnical SkillsNetwork8 47,0511.505% 3,2431.375% -0.130%-8.613%
1384EncryptionTechnical SkillsInformation mgmt1 2320.007% 600.025% 0.018%242.903%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 140,6644.499% 8,2023.478% -1.021%-22.688%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications15 141,6574.531% 9,5374.045% -0.486%-10.735%
1321Environmental CertificationTechnical SkillsEnvironmental1 1980.006% 430.018% 0.012%187.946%
1328Environmental CleanupTechnical SkillsEnvironmental1 4460.014% 70.003% -0.011%-79.190%
1329Environmental EnergyTechnical SkillsEnvironmental21 9,8250.314% 1,9110.810% 0.496%157.891%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 9,8180.314% 1,3220.561% 0.247%78.532%
1327Environmental PollutionTechnical SkillsEnvironmental21 7,2940.233% 1,3590.576% 0.343%147.037%
1324Environmental Pollution ControlTechnical SkillsEnvironmental8 4,4340.142% 7100.301% 0.159%112.310%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental7 1,7050.055% 2590.110% 0.055%101.411%
1326Environmental Product StewardshipTechnical SkillsEnvironmental12 6,0080.192% 9410.399% 0.207%107.667%
1331Environmental ScienceTechnical SkillsEnvironmental2 4150.013% 510.022% 0.008%62.941%
1322Environmental TechnologyTechnical SkillsEnvironmental2 4880.016% 1090.046% 0.031%196.152%
461Expert system softwareTechnical SkillsBusiness applications1 1,2000.038% 1230.052% 0.014%35.904%
1359FacebookTechnical SkillsSocial Networking1 437,55113.995% 6,7542.864% -11.131%-79.534%
463Facilities management softwareTechnical SkillsBusiness applications4 5,4370.174% 5560.236% 0.062%35.589%
468Flight control softwareTechnical SkillsBusiness applications1 1,1050.035% 1470.062% 0.027%76.385%
469Flowchart softwareTechnical SkillsBusiness applications5 9,4190.301% 6030.256% -0.046%-15.117%
1367ForensicTechnical SkillsInformation mgmt2 25,7660.824% 3,3831.435% 0.611%74.086%
1112Fraud DetectionTechnical SkillsSecurity1 16,3840.524% 2,2040.935% 0.411%78.361%
63FrontPageTechnical SkillsSoftware development1 2,4650.079% 190.008% -0.071%-89.780%
475Fund accounting softwareTechnical SkillsBusiness applications1 7070.023% 500.021% -0.001%-6.231%
1260GamingTechnical SkillsMisc2 73,0792.337% 7,6373.239% 0.901%38.560%
113Generic databasesTechnical SkillsInformation mgmt2 517,94816.567% 37,43015.874% -0.693%-4.183%
1365Google AppsTechnical SkillsBusiness applications4 12,2100.391% 8120.344% -0.046%-11.824%
1364Google PlusTechnical SkillsSocial Networking1 1,4410.046% 1340.057% 0.011%23.296%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications31 154,1594.931% 12,1575.156% 0.225%4.560%
484Graphic softwareTechnical SkillsBusiness applications16 232,2077.427% 17,3437.355% -0.072%-0.972%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 65,2772.088% 2,4311.031% -1.057%-50.622%
1323Green ITTechnical SkillsEnvironmental9 7,8520.251% 1,0460.444% 0.192%76.628%
893Guidance systemsTechnical SkillsHardware1 1520.005% 130.006% 0.001%13.399%
1371HackingTechnical SkillsInformation mgmt5 16,3310.522% 2,3430.994% 0.471%90.225%
895Hardware description language (HDL)Technical SkillsHardware2 1,1010.035% 2180.092% 0.057%162.529%
1277Hardware DesignTechnical SkillsHardware20 26,8710.859% 3,5101.489% 0.629%73.193%
1278Hardware TestingTechnical SkillsHardware4 8,8690.284% 7110.302% 0.018%6.293%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 9610.031% 1520.064% 0.034%109.714%
492Helpdesk or call centerTechnical SkillsBusiness applications2 108,4673.469% 8,2863.514% 0.045%1.287%
1377Homeland SecurityTechnical SkillsInformation mgmt1 55,0061.759% 2,7561.169% -0.591%-33.568%
114IBM databasesTechnical SkillsInformation mgmt2 84,4172.700% 2,7631.172% -1.528%-56.603%
121IBM operating systemsTechnical SkillsBusiness applications4 60,0271.920% 1,4020.595% -1.325%-69.032%
898Image capture devicesTechnical SkillsHardware9 14,7580.472% 1,6490.699% 0.227%48.150%
524Industrial control softwareTechnical SkillsBusiness applications3 12,9530.414% 1,7820.756% 0.341%82.408%
975Information retrieval or search softwareTechnical SkillsInformation mgmt5 49,1601.572% 4,3271.835% 0.263%16.703%
1375Information SecurityTechnical SkillsInformation mgmt3 123,4683.949% 14,5906.188% 2.238%56.678%
899InfraredTechnical SkillsHardware1 2,5490.082% 3150.134% 0.052%63.851%
1180InstallationTechnical SkillsSoftware development1 262,4208.394% 17,3117.342% -1.052%-12.535%
901Interface definition language (IDL)Technical SkillsHardware1 1,2320.039% 1050.045% 0.005%13.002%
536Internet browser softwareTechnical SkillsBusiness applications4 18,0390.577% 1,0480.444% -0.133%-22.971%
1393Intrusion DetectionTechnical SkillsInformation mgmt1 34,7341.111% 2,5531.083% -0.028%-2.545%
541Inventory management softwareTechnical SkillsBusiness applications3 14,0420.449% 1,2730.540% 0.091%20.201%
1414ISO 9000Technical SkillsSoftware development1 4,8990.157% 1240.053% -0.104%-66.440%
73IT Architecture/StandardsTechnical SkillsHardware2 21,3070.682% 1,4450.613% -0.069%-10.081%
1357Java METechnical SkillsMobile Platforms2 1,1420.037% 90.004% -0.033%-89.551%
1035KernelTechnical SkillsNetwork1 36,9801.183% 2,2250.944% -0.239%-20.224%
907LasersTechnical SkillsHardware1 9320.030% 1820.077% 0.047%158.919%
1038License management softwareTechnical SkillsNetwork1 2,0640.066% 2100.089% 0.023%34.902%
1361LinkedInTechnical SkillsSocial Networking1 29,9420.958% 4,2101.785% 0.828%86.427%
908Mainframe computersTechnical SkillsHardware2 67,3902.156% 2,6651.130% -1.025%-47.566%
124Mainframe operating systemsTechnical SkillsBusiness applications8 40,4911.295% 2,5171.067% -0.228%-17.580%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications9 70,6862.261% 3,4861.478% -0.783%-34.611%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 12,6250.404% 7090.301% -0.103%-25.540%
1281Medical softwareTechnical SkillsBusiness applications9 18,9820.607% 2,7501.166% 0.559%92.087%
115Microsoft databasesTechnical SkillsInformation mgmt5 484,55315.499% 22,3319.471% -6.028%-38.895%
119Microsoft operating systemsTechnical SkillsBusiness applications4 668,02421.367% 35,82015.191% -6.176%-28.905%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 20,5950.659% 1,4600.619% -0.040%-6.006%
625MultimediaTechnical SkillsBusiness applications1 27,8860.892% 1,2780.542% -0.350%-39.235%
1362MySpaceTechnical SkillsSocial Networking1 3,7280.119% 400.017% -0.102%-85.774%
74Network administrationTechnical SkillsHardware17 328,40710.504% 21,9259.298% -1.206%-11.481%
1282Network Administration softwareTechnical SkillsNetwork18 162,6315.202% 11,9555.070% -0.132%-2.534%
1283Network HardwareTechnical SkillsNetwork11 122,0063.902% 6,9512.948% -0.955%-24.461%
1284Network Monitoring softwareTechnical SkillsNetwork15 87,8282.809% 6,2662.657% -0.152%-5.406%
1059Network operation system software (NOS)Technical SkillsNetwork2 2,9970.096% 1820.077% -0.019%-19.482%
1122Network securityTechnical SkillsSecurity1 102,0793.265% 6,2862.666% -0.599%-18.352%
1369Network SecurityTechnical SkillsInformation mgmt1 21,0740.674% 1,2110.514% -0.160%-23.809%
1285Network Security softwareTechnical SkillsSecurity36 229,5337.342% 20,5338.708% 1.366%18.608%
1286Network softwareTechnical SkillsNetwork6 56,3891.804% 3,0961.313% -0.491%-27.203%
1287Network TestingTechnical SkillsNetwork11 51,0341.632% 3,2121.362% -0.270%-16.551%
1065Novell network softwareTechnical SkillsNetwork2 4,2470.136% 620.026% -0.110%-80.644%
643OberonTechnical SkillsBusiness applications1 4300.014% 170.007% -0.007%-47.581%
1413Object Oriented DesignTechnical SkillsSoftware development2 98,1893.141% 3,4971.483% -1.658%-52.778%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 452,61814.477% 22,7629.653% -4.824%-33.321%
1288Office ApplicationsTechnical SkillsBusiness applications13 393,45812.585% 33,87414.366% 1.781%14.150%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 37,8761.211% 1,1720.497% -0.714%-58.973%
116Open-source databasesTechnical SkillsInformation mgmt4 206,7846.614% 13,2415.615% -0.999%-15.099%
118Open-source operating systemsTechnical SkillsBusiness applications8 578,39018.500% 39,43516.724% -1.776%-9.600%
56Operating SystemsTechnical SkillsBusiness applications3 307,0689.822% 22,7859.663% -0.159%-1.617%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 1,9020.061% 1810.077% 0.016%26.176%
117Oracle databasesTechnical SkillsInformation mgmt1 551,01817.625% 23,2599.864% -7.761%-44.033%
1354Palm OSTechnical SkillsMobile Platforms3 3,1820.102% 110.005% -0.097%-95.416%
1376Penetration TestingTechnical SkillsInformation mgmt5 83,3652.666% 11,7694.991% 2.325%87.182%
1289Physical ToolsTechnical SkillsHardware1 2180.007% 610.026% 0.019%271.006%
683Point of sale (POS)Technical SkillsBusiness applications3 18,4630.591% 1,5480.657% 0.066%11.167%
686PolkaTechnical SkillsBusiness applications1 2740.009% 2740.116% 0.107%1,225.891%
931PrintersTechnical SkillsHardware3 28,1260.900% 3,9281.666% 0.766%85.170%
43ProgrammingTechnical SkillsSoftware development1 925,46929.602% 65,45927.761% -1.841%-6.219%
700ProvisioningTechnical SkillsBusiness applications1 46,8781.499% 4,2081.785% 0.285%19.018%
1405Rapid Application DevelopmentTechnical SkillsSoftware development2 18,2910.585% 6390.271% -0.314%-53.680%
1258Rate ControlTechnical SkillsTechnical applications1 1860.006% 20.001% -0.005%-85.743%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 39,6401.268% 4850.206% -1.062%-83.778%
1077Remote control softwareTechnical SkillsNetwork2 3,0570.098% 3200.136% 0.038%38.791%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 2,0670.066% 1160.049% -0.017%-25.591%
1379Risk AnalysisTechnical SkillsInformation mgmt1 19,6040.627% 2,0790.882% 0.255%40.610%
1262RoboticsTechnical SkillsHardware3 17,2470.552% 4,7642.020% 1.469%266.240%
1318RSATechnical SkillsSecurity1 14,5510.465% 6180.262% -0.203%-43.688%
44SDLCTechnical SkillsSoftware development7 426,69313.648% 27,06211.477% -2.171%-15.909%
1132Secure shell (SSH)Technical SkillsSecurity1 3260.010% 130.006% -0.005%-47.127%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 44,4711.422% 2,6931.142% -0.280%-19.709%
76SecurityTechnical SkillsHardware4 2,145,26968.618% 84,37435.783% -32.835%-47.852%
1382Security AuditTechnical SkillsInformation mgmt1 3,2200.103% 2420.103% -0.000%-0.352%
1315Security ClearanceTechnical SkillsMisc2 233,9667.484% 21,6629.187% 1.703%22.759%
1381Security PlanTechnical SkillsInformation mgmt1 2,3410.075% 3340.142% 0.067%89.170%
1380Security PolicyTechnical SkillsInformation mgmt2 48,8651.563% 5,5102.337% 0.774%49.507%
1135Security testing softwareTechnical SkillsSecurity1 9,6210.308% 1,3770.584% 0.276%89.767%
60Sharepoint ServerTechnical SkillsBusiness applications1 11,5890.371% 2290.097% -0.274%-73.800%
1084Signal generatorsTechnical SkillsNetwork1 7100.023% 1290.055% 0.032%140.901%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 30,7020.982% 1,1420.484% -0.498%-50.682%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 137,6964.404% 7,3223.105% -1.299%-29.496%
1220Simulation softwareTechnical SkillsSoftware development5 54,9021.756% 7,2453.073% 1.316%74.968%
1366Social NetworkTechnical SkillsSocial Networking1 11,5300.369% 4300.182% -0.186%-50.552%
1358Social NetworkingTechnical SkillsSocial Networking1 18,4390.590% 4320.183% -0.407%-68.936%
42Software DevelopmentTechnical SkillsSoftware development2 854,37127.328% 58,04524.617% -2.711%-9.920%
1291Software Development softwareTechnical SkillsSoftware development3 5,9940.192% 1100.047% -0.145%-75.668%
1309Software EngineeringTechnical SkillsSoftware development1 510,24016.320% 39,85816.904% 0.583%3.574%
1292Software InstallationTechnical SkillsSoftware development4 386,50912.363% 34,19114.500% 2.137%17.290%
1223Software librariesTechnical SkillsSoftware development1 1,3430.043% 2660.113% 0.070%162.611%
1293Software MaintenanceTechnical SkillsSoftware development1 26,6260.852% 1,2380.525% -0.327%-38.352%
1294Software TestingTechnical SkillsSoftware development14 386,30412.356% 30,89813.104% 0.747%6.050%
1225Source code management (SCM)Technical SkillsSoftware development5 136,5404.367% 10,2354.341% -0.027%-0.612%
1229Static analysis softwareTechnical SkillsSoftware development1 3,3320.107% 3760.159% 0.053%49.620%
772Statistical analysis softwareTechnical SkillsBusiness applications26 244,9727.836% 31,27813.265% 5.429%69.290%
774Statistical softwareTechnical SkillsBusiness applications1 117,2243.750% 17,5137.427% 3.678%98.085%
1230Stress testing softwareTechnical SkillsSoftware development1 8,9200.285% 4700.199% -0.086%-30.138%
122Sun operating systemsTechnical SkillsBusiness applications3 135,5424.335% 2,7271.157% -3.179%-73.324%
939Surveillance systemsTechnical SkillsHardware5 28,6110.915% 4,0451.715% 0.800%87.453%
791Symantec softwareTechnical SkillsBusiness applications1 23,9770.767% 1,1310.480% -0.287%-37.457%
1355SymbianTechnical SkillsMobile Platforms1 1110.004% 30.001% -0.002%-64.165%
1310System AdministrationTechnical SkillsNetwork4 213,3576.824% 12,9925.510% -1.315%-19.262%
45System TestingTechnical SkillsSoftware development5 73,4592.350% 5,4012.291% -0.059%-2.515%
46Systems AnalysisTechnical SkillsSoftware development8 271,9488.698% 18,5877.883% -0.816%-9.379%
47Systems DesignTechnical SkillsSoftware development1 47,3201.514% 3,3161.406% -0.107%-7.087%
1233Systems EvaluationTechnical SkillsSoftware development1 3140.010% 570.024% 0.014%140.687%
1234Systems integrationTechnical SkillsSoftware development8 153,9374.924% 4,8912.074% -2.850%-57.873%
75TCP/IPTechnical SkillsHardware3 192,7936.167% 9,9024.199% -1.967%-31.901%
1235Technology DesignTechnical SkillsSoftware development1 2,8980.093% 3020.128% 0.035%38.171%
1236TemplatesTechnical SkillsSoftware development1 49,4491.582% 3,5671.513% -0.069%-4.357%
1239Test implementationTechnical SkillsSoftware development1 1,4250.046% 2500.106% 0.060%132.612%
1302TestingTechnical SkillsSoftware development1 1,047,06033.491% 83,32935.340% 1.849%5.519%
1297Training softwareTechnical SkillsBusiness applications3 2,5550.082% 1720.073% -0.009%-10.742%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 4,3570.139% 1820.077% -0.062%-44.615%
1360TwitterTechnical SkillsSocial Networking1 41,7551.336% 5,3922.287% 0.951%71.218%
1411Unified ProcessTechnical SkillsSoftware development1 8,8050.282% 810.034% -0.247%-87.803%
123UNIX operating systemsTechnical SkillsBusiness applications5 519,20916.607% 19,5098.274% -8.334%-50.180%
1298UNIX ShellsTechnical SkillsBusiness applications4 121,2273.878% 5,8852.496% -1.382%-35.634%
1410Use CaseTechnical SkillsSoftware development1 23,8120.762% 1,4630.620% -0.141%-18.538%
48User-Interface DesignTechnical SkillsSoftware development2 222,8737.129% 15,8926.740% -0.389%-5.457%
836Video creation and editing softwareTechnical SkillsBusiness applications3 14,0800.450% 1,0070.427% -0.023%-5.172%
64Visual StudioTechnical SkillsSoftware development1 123,2253.941% 6,0052.547% -1.395%-35.387%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 4,3130.138% 5640.239% 0.101%73.383%
77Voice/Data TelecomTechnical SkillsHardware10 228,6407.313% 12,0945.129% -2.184%-29.867%
1299Web Application ServerTechnical SkillsBusiness applications8 154,2584.934% 3,4481.462% -3.472%-70.363%
1248Web platform development softwareTechnical SkillsSoftware development5 9,7490.312% 810.034% -0.277%-88.984%
65web programmerTechnical SkillsSoftware development4 38,2251.223% 1,5520.658% -0.564%-46.167%
58Web serversTechnical SkillsBusiness applications6 251,3548.040% 10,5824.488% -3.552%-44.180%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 182,2505.829% 7,6813.257% -2.572%-44.120%
1356Windows CETechnical SkillsMobile Platforms4 21,0860.674% 2840.120% -0.554%-82.142%
1102WirelessTechnical SkillsNetwork5 137,3504.393% 9,0363.832% -0.561%-12.772%
1363YouTubeTechnical SkillsSocial Networking2 8,4740.271% 2,2840.969% 0.698%257.368%
79.NETProgramming SkillsCurrent1 389,77512.467% 17,5487.442% -5.025%-40.307%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 1050.003% 100.004% 0.001%26.275%
209A programming language (APL)Programming SkillsLegacy2 5,2260.167% 7260.308% 0.141%84.194%
99AdaProgramming SkillsLegacy1 12,3760.396% 2,4921.057% 0.661%166.978%
80AJAXProgramming SkillsCurrent1 210,7396.741% 4,8352.051% -4.690%-69.580%
210Algorithmic language (ALGOL)Programming SkillsLegacy1 770.002% 50.002% -0.000%-13.903%
192Apple AppleScriptProgramming SkillsCurrent1 5630.018% 300.013% -0.005%-29.349%
81ASPProgramming SkillsCurrent2 263,8518.439% 8,4063.565% -4.875%-57.759%
108AssemblyProgramming SkillsLegacy2 9,7500.312% 4130.175% -0.137%-43.837%
211AWKProgramming SkillsLegacy1 7,5780.242% 2240.095% -0.147%-60.808%
212BProgramming SkillsLegacy1 41,2091.318% 4,8892.073% 0.755%57.303%
83C#Programming SkillsCurrent2 394,66512.624% 24,41910.356% -2.268%-17.964%
82C/C++Programming SkillsCurrent3 584,91218.709% 39,69616.835% -1.874%-10.016%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 304,7249.747% 20,0568.506% -1.241%-12.734%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 8900.028% 220.009% -0.019%-67.225%
84CGIProgramming SkillsCurrent2 24,4650.783% 1,3420.569% -0.213%-27.270%
217ClipperProgramming SkillsLegacy1 5930.019% 400.017% -0.002%-10.564%
218CLUProgramming SkillsLegacy1 1920.006% 100.004% -0.002%-30.943%
100CobolProgramming SkillsLegacy1 25,2450.807% 8650.367% -0.441%-54.569%
85ColdFusionProgramming SkillsCurrent2 21,0030.672% 4940.210% -0.462%-68.814%
219Combined programming language (CPL)Programming SkillsLegacy1 4160.013% 300.013% -0.001%-4.383%
195Component object model (COM)Programming SkillsCurrent1 5350.017% 70.003% -0.014%-82.652%
125Database programmingProgramming SkillsCurrent3 86,5502.768% 2,4201.026% -1.742%-62.927%
196Distributed component object model (DCOM)Programming SkillsCurrent1 5,3280.170% 550.023% -0.147%-86.313%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 21,6250.692% 6450.274% -0.418%-60.453%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 5,7210.183% 3920.166% -0.017%-9.151%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 37,1431.188% 6820.289% -0.899%-75.655%
109ForthProgramming SkillsLegacy1 9,2700.297% 1,5860.673% 0.376%126.846%
102FortranProgramming SkillsLegacy1 5,7710.185% 4310.183% -0.002%-0.977%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 618,61319.787% 27,70411.749% -8.038%-40.621%
222JProgramming SkillsLegacy1 11,5480.369% 1,0230.434% 0.064%17.456%
87Java/J2EE/J2PProgramming SkillsCurrent4 834,54826.694% 54,06922.931% -3.763%-14.098%
97JavaScriptProgramming SkillsCurrent3 493,58715.788% 34,91914.809% -0.979%-6.199%
89JavaServer FacesProgramming SkillsCurrent3 31,5751.010% 5700.242% -0.768%-76.065%
88JavaServer PagesProgramming SkillsCurrent3 133,3884.267% 2,3831.011% -3.256%-76.313%
223Job control language (JCL)Programming SkillsLegacy2 14,6740.469% 5560.236% -0.234%-49.762%
126LAMPProgramming SkillsCurrent1 37,7801.208% 7750.329% -0.880%-72.801%
104LispProgramming SkillsLegacy1 2,3990.077% 1340.057% -0.020%-25.940%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 2,3870.076% 4880.207% 0.131%171.066%
201Microsoft ActiveXProgramming SkillsCurrent1 5,0860.163% 450.019% -0.144%-88.269%
107PascalProgramming SkillsLegacy1 1,6140.052% 510.022% -0.030%-58.104%
90PerlProgramming SkillsCurrent1 264,2858.453% 11,0304.678% -3.776%-44.664%
91PHPProgramming SkillsCurrent1 154,8674.954% 7,5683.210% -1.744%-35.207%
103PL/1Programming SkillsLegacy3 5650.018% 280.012% -0.006%-34.292%
105PrologProgramming SkillsLegacy1 1,5150.048% 210.009% -0.040%-81.621%
95PythonProgramming SkillsCurrent1 253,5578.110% 45,06719.113% 11.003%135.663%
228Register transfer language (RTL)Programming SkillsLegacy1 44,6981.430% 5220.221% -1.208%-84.516%
1216Ruby/Ruby on RailsProgramming SkillsCurrent1 103,4293.308% 9,2083.905% 0.597%18.040%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 1,7650.056% 1250.053% -0.003%-6.098%
206Scripting languagesProgramming SkillsCurrent1 81,9782.622% 7,2893.091% 0.469%17.890%
101SmalltalkProgramming SkillsLegacy1 9890.032% 160.007% -0.025%-78.550%
92SQLProgramming SkillsCurrent3 1,071,16634.262% 60,44725.635% -8.627%-25.179%
110TCLProgramming SkillsLegacy1 17,1440.548% 8300.352% -0.196%-35.809%
98Unified Modeling LanguageProgramming SkillsCurrent2 101,2283.238% 2,3330.989% -2.248%-69.442%
93Visual BasicProgramming SkillsCurrent6 225,2397.204% 7,8733.339% -3.866%-53.655%
207Web service definition language (WSDL)Programming SkillsCurrent2 27,6480.884% 9080.385% -0.499%-56.456%
94XMLProgramming SkillsCurrent2 436,63913.966% 13,2685.627% -8.339%-59.711%
1342Computer ScienceMajorsComputer Science2 3,126,384100.000% 235,795100.000% 0.000%0.000%
1344Information TechnologyMajorsInformation Technology3 829,08626.519% 56,07223.780% -2.739%-10.329%
1343Management Information SystemsMajorsManagement Information Systems9 819,63526.217% 70,07929.720% 3.504%13.364%

IT Degrees

Information Technology

2019-02-22Jobs Found:1,527,003Click 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 4,8870.320% 9130.797% 0.477%148.897%
2Attention to DetailsSoft SkillsProblem-solving skills1 4,2870.281% 5630.491% 0.210%74.963%
8Conflict ResolutionSoft SkillsInterpersonal skills1 11,0000.720% 1,4561.270% 0.550%76.344%
231CooperationSoft SkillsInterpersonal skills1 13,1250.860% 1,7641.539% 0.680%79.057%
3CreativitySoft SkillsProblem-solving skills4 44,0262.883% 5,7284.998% 2.114%73.334%
4Critical thinkingSoft SkillsProblem-solving skills3 22,7411.489% 4,6164.027% 2.538%170.425%
1300FlexibilitySoft SkillsWork ethic1 102,5376.715% 6,5065.676% -1.039%-15.467%
232IndependenceSoft SkillsInterpersonal skills1 9,0720.594% 1,2841.120% 0.526%88.561%
13Initiative/Motivation to workSoft SkillsWork ethic5 198,52413.001% 22,25519.417% 6.416%49.350%
256InnovationSoft SkillsProblem-solving skills1 113,6107.440% 15,98013.942% 6.502%87.392%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 196,70912.882% 26,94123.505% 10.623%82.465%
1422InternshipSoft SkillsWork ethic3 52,6503.448% 3,5433.091% -0.357%-10.347%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 1,1100.073% 2670.233% 0.160%220.464%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 113,7147.447% 16,05614.008% 6.562%88.111%
10LeadershipSoft SkillsInterpersonal skills1 349,21122.869% 37,12532.390% 9.521%41.635%
258LearningSoft SkillsProblem-solving skills1 165,51310.839% 15,45213.481% 2.642%24.378%
1Learning AbilitySoft SkillsProblem-solving skills3 24,0221.573% 3,5853.128% 1.555%98.825%
236ListeningSoft SkillsLanguage skills1 54,5303.571% 3,3692.939% -0.632%-17.689%
260MathematicsSoft SkillsProblem-solving skills3 47,6033.117% 6,0335.264% 2.146%68.846%
261MemorizationSoft SkillsProblem-solving skills2 1480.010% 530.046% 0.037%377.095%
18Negotiation SkillsSoft SkillsLanguage skills1 17,1341.122% 1,3741.199% 0.077%6.836%
262OptimizationSoft SkillsProblem-solving skills1 64,5254.226% 5,9285.172% 0.946%22.397%
19Oral CommunicationsSoft SkillsLanguage skills5 27,8541.824% 3,4322.994% 1.170%64.154%
273PersistenceSoft SkillsWork ethic1 3,7680.247% 4030.352% 0.105%42.490%
239PersuasionSoft SkillsLanguage skills1 2,8690.188% 4700.410% 0.222%118.252%
1301Physical SkillSoft SkillsWork ethic2 2,2950.150% 9400.820% 0.670%445.677%
240PresentationsSoft SkillsLanguage skills1 83,8165.489% 9,4488.243% 2.754%50.177%
265Problem Solving SkillsSoft SkillsProblem-solving skills3 228,35914.955% 25,36922.134% 7.179%48.005%
20Questioning skillsSoft SkillsLanguage skills1 4410.029% 570.050% 0.021%72.198%
241Reading ComprehensionSoft SkillsLanguage skills1 6780.044% 1980.173% 0.128%289.069%
6Research skillsSoft SkillsProblem-solving skills1 3,0130.197% 3670.320% 0.123%62.277%
15ResponsibilitySoft SkillsWork ethic2 155,79310.203% 17,32315.114% 4.911%48.138%
234Self ControlSoft SkillsInterpersonal skills1 1510.010% 370.032% 0.022%226.449%
11Self-esteemSoft SkillsInterpersonal skills1 640.004% 210.018% 0.014%337.150%
16Self-managementSoft SkillsWork ethic1 1,5170.099% 2620.229% 0.129%130.095%
250Stress ToleranceSoft SkillsPhysical skills1 3320.022% 1040.091% 0.069%317.336%
12TeamworkSoft SkillsInterpersonal skills1 69,7404.567% 9,1237.960% 3.392%74.280%
17Time ManagementSoft SkillsWork ethic2 53,0443.474% 6,4525.629% 2.155%62.050%
268VisualizationSoft SkillsProblem-solving skills1 12,5600.823% 2,5712.243% 1.421%172.711%
7Working under pressureSoft SkillsProblem-solving skills1 1,0530.069% 1730.151% 0.082%118.881%
21Written CommunicationsSoft SkillsLanguage skills5 228,69514.977% 21,53018.784% 3.808%25.423%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 232,82815.247% 17,34615.134% -0.114%-0.744%
172Account managementBusiness SkillsManagement skills1 16,2881.067% 1,3891.212% 0.145%13.612%
22AccountingBusiness SkillsBusiness processes4 316,29720.714% 12,53410.936% -9.778%-47.206%
1263Accounting softwareBusiness SkillsBusiness processes7 42,1322.759% 9180.801% -1.958%-70.972%
174AdministrationBusiness SkillsManagement skills3 505,86233.128% 34,21529.852% -3.276%-9.890%
1313AnalystBusiness SkillsProject management1 314,11120.570% 24,78021.620% 1.049%5.102%
175Application managementBusiness SkillsManagement skills5 104,6486.853% 8,6497.546% 0.693%10.110%
150Asset managementBusiness SkillsBusiness processes1 24,6541.615% 2,7802.425% 0.811%50.227%
151AuditingBusiness SkillsBusiness processes5 134,1058.782% 11,57610.100% 1.317%15.002%
1264Auditing softwareBusiness SkillsBusiness processes1 1410.009% 60.005% -0.004%-43.308%
152BillingBusiness SkillsBusiness processes1 64,0634.195% 2,8642.499% -1.697%-40.440%
153Bills of LadingBusiness SkillsBusiness processes1 340.002% 60.005% 0.003%135.106%
1314Business AnalystBusiness SkillsProject management1 129,3718.472% 5,7815.044% -3.428%-40.467%
35Business IntelligenceBusiness SkillsStrategy skills1 66,8974.381% 4,3123.762% -0.619%-14.126%
155Business performance management (BPM)Business SkillsBusiness processes2 9,8500.645% 5750.502% -0.143%-22.228%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 27,2441.784% 7670.669% -1.115%-62.493%
36Business StrategyBusiness SkillsStrategy skills3 343,08422.468% 34,88630.437% 7.969%35.470%
182Calendar and schedulingBusiness SkillsProject management3 67,7134.434% 7,2426.318% 1.884%42.488%
156Capacity planningBusiness SkillsBusiness processes1 27,6041.808% 1,7491.526% -0.282%-15.587%
28Change ManagementBusiness SkillsManagement skills1 72,4424.744% 7,8516.850% 2.106%44.386%
183Content workflowBusiness SkillsProject management1 530.003% 30.003% -0.001%-24.589%
24Contracting and legalBusiness SkillsBusiness processes2 181,65011.896% 11,3429.896% -2.000%-16.815%
176CoordinationBusiness SkillsManagement skills1 89,4365.857% 12,00010.470% 4.613%78.756%
157Cost accountingBusiness SkillsBusiness processes1 3,2420.212% 3220.281% 0.069%32.323%
158Cost estimationBusiness SkillsBusiness processes1 1,4140.093% 1110.097% 0.004%4.584%
1312Customer SupportBusiness SkillsBusiness processes6 340,29022.285% 29,67925.894% 3.609%16.196%
1339EducationBusiness SkillsIndustry Segment1 19,1381.253% 3,6153.154% 1.901%151.653%
1333EnergyBusiness SkillsIndustry Segment1 76,0324.979% 7,5816.614% 1.635%32.838%
1340EntertainmentBusiness SkillsIndustry Segment1 167,18910.949% 1,6441.434% -9.514%-86.900%
1319EnvironmentalBusiness SkillsEnvironmental16 122,0827.995% 6,5895.749% -2.246%-28.095%
1320Environmental StrategyBusiness SkillsEnvironmental9 6,8250.447% 1,9661.715% 1.268%283.771%
161FinancialBusiness SkillsBusiness processes2 526,27934.465% 35,35530.846% -3.619%-10.499%
1275Financial Analysis softwareBusiness SkillsBusiness processes8 2,6040.171% 1410.123% -0.048%-27.861%
1332Health CareBusiness SkillsIndustry Segment2 405,75026.572% 21,60918.853% -7.718%-29.048%
177Human resourcesBusiness SkillsManagement skills2 246,26916.128% 12,10410.560% -5.567%-34.520%
1336InsuranceBusiness SkillsIndustry Segment1 9,5560.626% 8590.749% 0.124%19.759%
1316Managing/SupervisionBusiness SkillsManagement skills5 750,08249.121% 53,35346.549% -2.572%-5.237%
1334ManufacturingBusiness SkillsIndustry Segment2 206,39813.517% 8,7027.592% -5.924%-43.830%
26MarketingBusiness SkillsBusiness processes1 298,52619.550% 9,7058.467% -11.082%-56.688%
185MonitoringBusiness SkillsProject management1 175,82311.514% 21,48618.746% 7.232%62.806%
179NegotiationBusiness SkillsManagement skills1 66,2834.341% 6,2815.480% 1.139%26.246%
163Operation and ControlBusiness SkillsBusiness processes2 1,0300.067% 3710.324% 0.256%379.874%
29Outsourcing ManagementBusiness SkillsManagement skills3 98,1016.424% 1,7891.561% -4.864%-75.704%
167ProcurementBusiness SkillsBusiness processes1 78,6375.150% 5,4124.722% -0.428%-8.310%
1290Project Management softwareBusiness SkillsProject management3 52,1403.415% 2,9642.586% -0.829%-24.265%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 312,53520.467% 27,05723.606% 3.139%15.338%
168QualityBusiness SkillsBusiness processes1 459,93430.120% 41,77836.450% 6.330%21.016%
1337Real EstateBusiness SkillsIndustry Segment2 167,88710.995% 1,3671.193% -9.802%-89.152%
1335RetailBusiness SkillsIndustry Segment2 423,29927.721% 14,25212.434% -15.286%-55.144%
34Risk ManagementBusiness SkillsProject management1 60,2073.943% 8,8267.700% 3.758%95.302%
169Service OrientationBusiness SkillsBusiness processes1 12,8850.844% 1,4811.292% 0.448%53.130%
27Supply Chain ManagementBusiness SkillsBusiness processes3 81,3235.326% 4,1643.633% -1.693%-31.784%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 3,2730.214% 2320.202% -0.012%-5.565%
178TeachingBusiness SkillsManagement skills7 219,40314.368% 7,5916.623% -7.745%-53.906%
190TimekeepingBusiness SkillsProject management3 79,3765.198% 3,7923.308% -1.890%-36.354%
1296Timekeeping softwareBusiness SkillsProject management1 1,9890.130% 2790.243% 0.113%86.879%
171Total quality management (TQM)Business SkillsBusiness processes2 1,5260.100% 960.084% -0.016%-16.188%
180TroubleshootingBusiness SkillsManagement skills1 179,98711.787% 19,30916.847% 5.060%42.925%
181VerificationBusiness SkillsManagement skills1 52,6333.447% 6,8936.014% 2.567%74.478%
1338Waste ManagementBusiness SkillsIndustry Segment1 1,3830.091% 950.083% -0.008%-8.485%
191WorkflowBusiness SkillsProject management1 66,0774.327% 6,8776.000% 1.673%38.656%
31Working GloballyBusiness SkillsManagement skills3 9,3940.615% 950.083% -0.532%-86.527%
32Working with Virtual TeamsBusiness SkillsManagement skills2 2,8980.190% 3190.278% 0.089%46.650%
514GLTechnical SkillsSoftware development3 1,5660.103% 630.055% -0.048%-46.403%
987Access servers & softwareTechnical SkillsNetwork10 51,8793.397% 4,4893.917% 0.519%15.279%
38Agile Development MethodsTechnical SkillsSoftware development13 60,6643.973% 9,0797.921% 3.948%99.387%
304Algorithmic softwareTechnical SkillsBusiness applications1 60.000% 00.000% -0.000%-100.000%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 1,2560.082% 1140.099% 0.017%20.922%
1352AndroidTechnical SkillsMobile Platforms3 11,1710.732% 1,5501.352% 0.621%84.855%
1351Apple iOSTechnical SkillsMobile Platforms6 9,6500.632% 7340.640% 0.008%1.335%
120Apple operating systemsTechnical SkillsBusiness applications6 30,4541.994% 3,8203.333% 1.338%67.113%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 36,6022.397% 270.024% -2.373%-99.017%
1423Artificial IntelligenceTechnical SkillsInformation mgmt5 21,5751.413% 2,5132.193% 0.780%55.179%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 120.001% 00.000% -0.001%-100.000%
1265Backup & RecoveryTechnical SkillsTechnical applications16 127,6398.359% 10,7749.400% 1.041%12.456%
1386BiometricTechnical SkillsInformation mgmt2 3,3720.221% 3440.300% 0.079%35.913%
1353BlackberryTechnical SkillsMobile Platforms2 11,3180.741% 2750.240% -0.501%-67.629%
336Borland DelphiTechnical SkillsBusiness applications1 1,4840.097% 580.051% -0.047%-47.930%
337Borland JBuilderTechnical SkillsBusiness applications1 8470.055% 50.004% -0.051%-92.135%
338Borland ParadoxTechnical SkillsBusiness applications1 1140.007% 140.012% 0.005%63.612%
72Business Continuity PlanningTechnical SkillsHardware2 45,3792.972% 2,4662.152% -0.820%-27.602%
352Cadence OpusTechnical SkillsBusiness applications1 1,1300.074% 470.041% -0.033%-44.587%
868CalculatorsTechnical SkillsHardware1 8140.053% 1100.096% 0.043%80.036%
39CASE ToolsTechnical SkillsSoftware development1 108,8967.131% 6,8425.969% -1.162%-16.293%
367Categorization or classification softwareTechnical SkillsBusiness applications1 4,3680.286% 3420.298% 0.012%4.312%
112CertificationTechnical SkillsMisc3 367,88024.092% 38,81133.861% 9.770%40.553%
78CiscoTechnical SkillsHardware1 208,65013.664% 6,0925.315% -8.349%-61.102%
1009Cisco Systems IOSTechnical SkillsNetwork1 16,0641.052% 1,9611.711% 0.659%62.635%
40Client-ServerTechnical SkillsSoftware development1 35,8672.349% 8220.717% -1.632%-69.467%
1011Cluster server softwareTechnical SkillsNetwork8 21,4451.404% 1,1901.038% -0.366%-26.072%
1147CMAKETechnical SkillsSoftware development1 760.005% 210.018% 0.013%268.126%
1151Compatibility testingTechnical SkillsSoftware development1 4110.027% 290.025% -0.002%-5.996%
1152CompilersTechnical SkillsSoftware development5 12,0220.787% 1,7181.499% 0.712%90.387%
1255Compliance softwareTechnical SkillsTechnical applications3 11,6310.762% 1,2961.131% 0.369%48.450%
385Computer aided design (CAD)Technical SkillsBusiness applications12 51,6493.382% 1,1571.009% -2.373%-70.156%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 2,6950.176% 1310.114% -0.062%-35.241%
875Computer diagnosticsTechnical SkillsHardware5 58,7673.849% 7,5706.605% 2.756%71.614%
1107Computer forensicsTechnical SkillsSecurity1 4,3430.284% 3880.339% 0.054%19.024%
1266Computer HardwareTechnical SkillsHardware15 39,9612.617% 5,6154.899% 2.282%87.199%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 34,9742.290% 550.048% -2.242%-97.905%
1015Computer serversTechnical SkillsNetwork6 127,4998.350% 10,5529.206% 0.857%10.260%
1267Computer UtilitiesTechnical SkillsMisc1 3200.021% 260.023% 0.002%8.247%
59Content ManagerTechnical SkillsBusiness applications1 1,5340.100% 700.061% -0.039%-39.206%
1396Continuous ImprovementTechnical SkillsSoftware development1 32,1562.106% 7,5176.558% 4.453%211.439%
878ControllersTechnical SkillsHardware3 8,4310.552% 8770.765% 0.213%38.583%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 2,0190.132% 1100.096% -0.036%-27.415%
407Customer information control system (CICS)Technical SkillsBusiness applications2 6,0010.393% 2040.178% -0.215%-54.711%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 111,8967.328% 5,3294.649% -2.678%-36.551%
1368Cyber SecurityTechnical SkillsInformation mgmt3 31,6322.072% 10,5329.189% 7.117%343.583%
953Data acquisition systemsTechnical SkillsInformation mgmt1 5,6190.368% 7020.612% 0.244%66.444%
955Data compression softwareTechnical SkillsInformation mgmt1 2,2300.146% 1550.135% -0.011%-7.399%
956Data conversion softwareTechnical SkillsInformation mgmt1 7,1140.466% 3890.339% -0.126%-27.150%
958Data dictionaryTechnical SkillsInformation mgmt1 3,6820.241% 2200.192% -0.049%-20.397%
959Data entryTechnical SkillsInformation mgmt1 177,58611.630% 1,4751.287% -10.343%-88.934%
962Data mappingTechnical SkillsInformation mgmt1 7,4130.485% 5600.489% 0.003%0.643%
67Data MiningTechnical SkillsInformation mgmt5 52,7363.454% 1,7241.504% -1.949%-56.447%
963Data modelingTechnical SkillsInformation mgmt1 36,9612.420% 2,0941.827% -0.594%-24.521%
68Data WarehousingTechnical SkillsInformation mgmt2 62,5844.098% 3,5883.130% -0.968%-23.620%
69Database AdministrationTechnical SkillsInformation mgmt12 84,6685.545% 5,0134.374% -1.171%-21.120%
969Database design softwareTechnical SkillsInformation mgmt15 56,0693.672% 3,0072.624% -1.048%-28.550%
1268Database ReportingTechnical SkillsInformation mgmt3 18,8241.233% 7750.676% -0.557%-45.149%
1269Database SecurityTechnical SkillsInformation mgmt2 1140.007% 90.008% 0.000%5.179%
1373Database SecurityTechnical SkillsInformation mgmt1 4770.031% 410.036% 0.005%14.513%
1270Database ServersTechnical SkillsInformation mgmt3 13,8250.905% 3900.340% -0.565%-62.417%
1271Database TestingTechnical SkillsInformation mgmt1 9060.059% 630.055% -0.004%-7.359%
1160DebuggingTechnical SkillsSoftware development7 68,4304.481% 5,1584.500% 0.019%0.421%
1385DecryptionTechnical SkillsInformation mgmt2 6020.039% 570.050% 0.010%26.145%
418Desktop publishing softwareTechnical SkillsBusiness applications13 23,8661.563% 4,0723.553% 1.990%127.310%
1272Development EnvironmentTechnical SkillsSoftware development13 45,6942.992% 2,4102.103% -0.890%-29.733%
1273Digital ImagingTechnical SkillsHardware1 3260.021% 340.030% 0.008%38.948%
883Digital Signal Processor (DSP)Technical SkillsHardware2 1,5410.101% 1070.093% -0.008%-7.494%
423Disk operating system (DOS)Technical SkillsBusiness applications1 3,6060.236% 3140.274% 0.038%16.010%
1307Doctor of PhilosophyTechnical SkillsMisc3 68,3044.473% 4,3333.780% -0.693%-15.485%
973Document management softwareTechnical SkillsInformation mgmt4 15,3751.007% 1,8861.645% 0.639%63.425%
1020Domain name system (DNS)Technical SkillsNetwork3 43,4042.842% 3,8583.366% 0.524%18.420%
61DreamweaverTechnical SkillsSoftware development1 7,3600.482% 1350.118% -0.364%-75.563%
54DSS/GDSSTechnical SkillsBusiness applications5 19,9051.304% 1,3691.194% -0.109%-8.371%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 480.003% 10.001% -0.002%-72.244%
62EclipseTechnical SkillsSoftware development1 18,0181.180% 7950.694% -0.486%-41.217%
1308Electronic CommerceTechnical SkillsBusiness applications2 52,5243.440% 1,7731.547% -1.893%-55.028%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 12,6520.829% 6680.583% -0.246%-29.659%
1023Electronic mail softwareTechnical SkillsNetwork8 25,6571.680% 2,2581.970% 0.290%17.249%
1384EncryptionTechnical SkillsInformation mgmt1 620.004% 300.026% 0.022%544.645%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 82,6385.412% 5,1934.531% -0.881%-16.280%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications15 107,7317.055% 5,2614.590% -2.465%-34.939%
1321Environmental CertificationTechnical SkillsEnvironmental1 1700.011% 470.041% 0.030%268.332%
1328Environmental CleanupTechnical SkillsEnvironmental1 1,3050.085% 120.010% -0.075%-87.749%
1329Environmental EnergyTechnical SkillsEnvironmental21 5,4050.354% 8100.707% 0.353%99.655%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 5,4460.357% 4340.379% 0.022%6.170%
1327Environmental PollutionTechnical SkillsEnvironmental21 36,5982.397% 9130.797% -1.600%-66.764%
1324Environmental Pollution ControlTechnical SkillsEnvironmental8 3,1990.209% 4770.416% 0.207%98.653%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental7 8360.055% 1980.173% 0.118%215.537%
1326Environmental Product StewardshipTechnical SkillsEnvironmental12 46,0793.018% 5850.510% -2.507%-83.086%
1331Environmental ScienceTechnical SkillsEnvironmental2 2000.013% 180.016% 0.003%19.904%
1322Environmental TechnologyTechnical SkillsEnvironmental2 2420.016% 320.028% 0.012%76.167%
461Expert system softwareTechnical SkillsBusiness applications1 5060.033% 370.032% -0.001%-2.581%
1359FacebookTechnical SkillsSocial Networking1 147,2889.646% 1,3481.176% -8.469%-87.807%
463Facilities management softwareTechnical SkillsBusiness applications4 9,0060.590% 9350.816% 0.226%38.315%
468Flight control softwareTechnical SkillsBusiness applications1 1500.010% 290.025% 0.015%157.571%
469Flowchart softwareTechnical SkillsBusiness applications5 4,6090.302% 2850.249% -0.053%-17.619%
1367ForensicTechnical SkillsInformation mgmt2 49,6943.254% 2,2001.919% -1.335%-41.019%
1112Fraud DetectionTechnical SkillsSecurity1 6,8890.451% 1,1511.004% 0.553%122.592%
63FrontPageTechnical SkillsSoftware development1 8740.057% 90.008% -0.049%-86.281%
475Fund accounting softwareTechnical SkillsBusiness applications1 6020.039% 670.058% 0.019%48.275%
1260GamingTechnical SkillsMisc2 24,8661.628% 1,3181.150% -0.479%-29.384%
113Generic databasesTechnical SkillsInformation mgmt2 166,32310.892% 14,16912.362% 1.470%13.495%
1365Google AppsTechnical SkillsBusiness applications4 2,8960.190% 3170.277% 0.087%45.832%
1364Google PlusTechnical SkillsSocial Networking1 210.001% 140.012% 0.011%788.177%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications31 113,5287.435% 6,4275.607% -1.827%-24.578%
484Graphic softwareTechnical SkillsBusiness applications16 138,9799.101% 7,2676.340% -2.761%-30.338%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 14,8240.971% 4020.351% -0.620%-63.871%
1323Green ITTechnical SkillsEnvironmental9 3,6080.236% 2110.184% -0.052%-22.088%
893Guidance systemsTechnical SkillsHardware1 710.005% 40.003% -0.001%-24.943%
1371HackingTechnical SkillsInformation mgmt5 7,7760.509% 9720.848% 0.339%66.533%
895Hardware description language (HDL)Technical SkillsHardware2 1230.008% 200.017% 0.009%116.629%
1277Hardware DesignTechnical SkillsHardware20 6,8670.450% 7650.667% 0.218%48.418%
1278Hardware TestingTechnical SkillsHardware4 1,8940.124% 1570.137% 0.013%10.436%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 8210.054% 1880.164% 0.110%205.074%
492Helpdesk or call centerTechnical SkillsBusiness applications2 149,4239.785% 7,4996.543% -3.243%-33.138%
1377Homeland SecurityTechnical SkillsInformation mgmt1 59,1373.873% 2,9122.541% -1.332%-34.397%
114IBM databasesTechnical SkillsInformation mgmt2 31,5122.064% 1,3171.149% -0.915%-44.320%
121IBM operating systemsTechnical SkillsBusiness applications4 30,6982.010% 8570.748% -1.263%-62.807%
898Image capture devicesTechnical SkillsHardware9 7,4690.489% 1,2021.049% 0.560%114.404%
524Industrial control softwareTechnical SkillsBusiness applications3 5,4100.354% 7730.674% 0.320%90.359%
975Information retrieval or search softwareTechnical SkillsInformation mgmt5 16,4401.077% 1,4031.224% 0.147%13.696%
1375Information SecurityTechnical SkillsInformation mgmt3 79,0935.180% 10,8199.439% 4.260%82.238%
899InfraredTechnical SkillsHardware1 3,1180.204% 1620.141% -0.063%-30.780%
1180InstallationTechnical SkillsSoftware development1 131,1128.586% 12,32110.750% 2.163%25.197%
901Interface definition language (IDL)Technical SkillsHardware1 2030.013% 310.027% 0.014%103.449%
536Internet browser softwareTechnical SkillsBusiness applications4 7,5810.496% 7930.692% 0.195%39.360%
1393Intrusion DetectionTechnical SkillsInformation mgmt1 19,3911.270% 1,8241.591% 0.322%25.319%
541Inventory management softwareTechnical SkillsBusiness applications3 7,7670.509% 1,2231.067% 0.558%109.780%
1414ISO 9000Technical SkillsSoftware development1 1,6530.108% 800.070% -0.038%-35.523%
73IT Architecture/StandardsTechnical SkillsHardware2 18,2561.196% 1,5071.315% 0.119%9.976%
1357Java METechnical SkillsMobile Platforms2 3990.026% 10.001% -0.025%-96.661%
1035KernelTechnical SkillsNetwork1 4,8400.317% 1400.122% -0.195%-61.463%
907LasersTechnical SkillsHardware1 3960.026% 930.081% 0.055%212.881%
1038License management softwareTechnical SkillsNetwork1 1,1280.074% 1890.165% 0.091%123.225%
1361LinkedInTechnical SkillsSocial Networking1 15,3351.004% 1,5361.340% 0.336%33.444%
908Mainframe computersTechnical SkillsHardware2 68,7174.500% 1,9151.671% -2.829%-62.873%
124Mainframe operating systemsTechnical SkillsBusiness applications8 22,0031.441% 1,7741.548% 0.107%7.414%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications9 30,9852.029% 1,9481.700% -0.330%-16.242%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 7,8380.513% 4750.414% -0.099%-19.262%
1281Medical softwareTechnical SkillsBusiness applications9 13,0620.855% 1,4681.281% 0.425%49.729%
115Microsoft databasesTechnical SkillsInformation mgmt5 163,49910.707% 8,0237.000% -3.707%-34.625%
119Microsoft operating systemsTechnical SkillsBusiness applications4 252,55216.539% 19,19316.745% 0.206%1.247%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 3,6600.240% 2330.203% -0.036%-15.186%
625MultimediaTechnical SkillsBusiness applications1 124,5798.158% 9360.817% -7.342%-89.990%
1362MySpaceTechnical SkillsSocial Networking1 6540.043% 20.002% -0.041%-95.926%
74Network administrationTechnical SkillsHardware17 177,11111.599% 12,72311.100% -0.498%-4.295%
1282Network Administration softwareTechnical SkillsNetwork18 85,6865.611% 8,7417.626% 2.015%35.907%
1283Network HardwareTechnical SkillsNetwork11 57,7703.783% 4,6414.049% 0.266%7.029%
1284Network Monitoring softwareTechnical SkillsNetwork15 34,9682.290% 3,3772.946% 0.656%28.662%
1059Network operation system software (NOS)Technical SkillsNetwork2 2,9780.195% 1050.092% -0.103%-53.026%
1122Network securityTechnical SkillsSecurity1 46,9613.075% 3,7013.229% 0.154%4.996%
1369Network SecurityTechnical SkillsInformation mgmt1 7,7090.505% 6060.529% 0.024%4.729%
1285Network Security softwareTechnical SkillsSecurity36 118,8557.784% 13,38811.681% 3.897%50.068%
1286Network softwareTechnical SkillsNetwork6 21,4691.406% 1,6281.420% 0.014%1.026%
1287Network TestingTechnical SkillsNetwork11 28,0311.836% 1,5561.358% -0.478%-26.046%
1065Novell network softwareTechnical SkillsNetwork2 1,8070.118% 390.034% -0.084%-71.246%
643OberonTechnical SkillsBusiness applications1 1910.013% 100.009% -0.004%-30.248%
1413Object Oriented DesignTechnical SkillsSoftware development2 18,6091.219% 4730.413% -0.806%-66.137%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 89,9885.893% 3,2762.858% -3.035%-51.499%
1288Office ApplicationsTechnical SkillsBusiness applications13 273,09117.884% 29,39925.650% 7.766%43.422%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 11,2080.734% 3210.280% -0.454%-61.844%
116Open-source databasesTechnical SkillsInformation mgmt4 44,1972.894% 2,3842.080% -0.814%-28.137%
118Open-source operating systemsTechnical SkillsBusiness applications8 148,2189.706% 11,1309.711% 0.004%0.043%
56Operating SystemsTechnical SkillsBusiness applications3 116,1537.607% 12,55810.956% 3.350%44.039%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 9450.062% 1190.104% 0.042%67.767%
117Oracle databasesTechnical SkillsInformation mgmt1 241,30915.803% 9,2518.071% -7.732%-48.925%
1354Palm OSTechnical SkillsMobile Platforms3 2830.019% 10.001% -0.018%-95.292%
1376Penetration TestingTechnical SkillsInformation mgmt5 51,5713.377% 7,5636.598% 3.221%95.380%
1289Physical ToolsTechnical SkillsHardware1 690.005% 180.016% 0.011%247.548%
683Point of sale (POS)Technical SkillsBusiness applications3 8,3080.544% 8350.729% 0.184%33.900%
686PolkaTechnical SkillsBusiness applications1 200.001% 180.016% 0.014%1,099.039%
931PrintersTechnical SkillsHardware3 19,4201.272% 3,5833.126% 1.854%145.804%
43ProgrammingTechnical SkillsSoftware development1 251,06016.441% 15,78013.768% -2.674%-16.262%
700ProvisioningTechnical SkillsBusiness applications1 20,7701.360% 2,2341.949% 0.589%43.297%
1405Rapid Application DevelopmentTechnical SkillsSoftware development2 6,6840.438% 2370.207% -0.231%-52.761%
1258Rate ControlTechnical SkillsTechnical applications1 120.001% 00.000% -0.001%-100.000%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 13,3410.874% 1750.153% -0.721%-82.524%
1077Remote control softwareTechnical SkillsNetwork2 2,3290.153% 2780.243% 0.090%59.025%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 9240.061% 640.056% -0.005%-7.722%
1379Risk AnalysisTechnical SkillsInformation mgmt1 10,7630.705% 1,3121.145% 0.440%62.402%
1262RoboticsTechnical SkillsHardware3 3,8860.254% 9110.795% 0.540%212.325%
1318RSATechnical SkillsSecurity1 5,5120.361% 3630.317% -0.044%-12.262%
44SDLCTechnical SkillsSoftware development7 156,76310.266% 10,3108.995% -1.271%-12.379%
1132Secure shell (SSH)Technical SkillsSecurity1 1040.007% 20.002% -0.005%-74.380%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 17,3751.138% 1,0190.889% -0.249%-21.866%
76SecurityTechnical SkillsHardware4 1,115,39173.044% 51,99845.367% -27.678%-37.892%
1382Security AuditTechnical SkillsInformation mgmt1 1,8660.122% 2060.180% 0.058%47.078%
1315Security ClearanceTechnical SkillsMisc2 138,6129.077% 14,51012.660% 3.582%39.462%
1381Security PlanTechnical SkillsInformation mgmt1 2,1650.142% 3820.333% 0.192%135.070%
1380Security PolicyTechnical SkillsInformation mgmt2 32,1292.104% 4,6094.021% 1.917%91.117%
1135Security testing softwareTechnical SkillsSecurity1 4,2660.279% 7690.671% 0.392%140.158%
60Sharepoint ServerTechnical SkillsBusiness applications1 5,2030.341% 1390.121% -0.219%-64.408%
1084Signal generatorsTechnical SkillsNetwork1 2970.019% 370.032% 0.013%65.972%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 10,4730.686% 5150.449% -0.237%-34.487%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 32,5912.134% 2,0491.788% -0.347%-16.240%
1220Simulation softwareTechnical SkillsSoftware development5 17,1901.126% 2,8062.448% 1.322%117.472%
1366Social NetworkTechnical SkillsSocial Networking1 2,7540.180% 800.070% -0.111%-61.299%
1358Social NetworkingTechnical SkillsSocial Networking1 6,4840.425% 1370.120% -0.305%-71.851%
42Software DevelopmentTechnical SkillsSoftware development2 370,05224.234% 15,09513.170% -11.064%-45.655%
1291Software Development softwareTechnical SkillsSoftware development3 2,3720.155% 410.036% -0.120%-76.972%
1309Software EngineeringTechnical SkillsSoftware development1 215,62914.121% 5,5394.833% -9.288%-65.777%
1292Software InstallationTechnical SkillsSoftware development4 153,06010.024% 14,07712.282% 2.258%22.529%
1223Software librariesTechnical SkillsSoftware development1 2270.015% 350.031% 0.016%105.415%
1293Software MaintenanceTechnical SkillsSoftware development1 6,8100.446% 3050.266% -0.180%-40.332%
1294Software TestingTechnical SkillsSoftware development14 127,5278.351% 11,63410.150% 1.799%21.540%
1225Source code management (SCM)Technical SkillsSoftware development5 34,2462.243% 2,3562.056% -0.187%-8.345%
1229Static analysis softwareTechnical SkillsSoftware development1 6380.042% 550.048% 0.006%14.850%
772Statistical analysis softwareTechnical SkillsBusiness applications26 128,1138.390% 10,7209.353% 0.963%11.479%
774Statistical softwareTechnical SkillsBusiness applications1 42,9082.810% 4,2973.749% 0.939%33.419%
1230Stress testing softwareTechnical SkillsSoftware development1 2,4280.159% 1650.144% -0.015%-9.463%
122Sun operating systemsTechnical SkillsBusiness applications3 45,6742.991% 1,4921.302% -1.689%-56.480%
939Surveillance systemsTechnical SkillsHardware5 16,3661.072% 2,2351.950% 0.878%81.939%
791Symantec softwareTechnical SkillsBusiness applications1 11,4010.747% 6110.533% -0.214%-28.601%
1355SymbianTechnical SkillsMobile Platforms1 200.001% 00.000% -0.001%-100.000%
1310System AdministrationTechnical SkillsNetwork4 96,6916.332% 8,4967.413% 1.080%17.063%
45System TestingTechnical SkillsSoftware development5 24,0931.578% 2,1951.915% 0.337%21.376%
46Systems AnalysisTechnical SkillsSoftware development8 121,6987.970% 10,2188.915% 0.945%11.860%
47Systems DesignTechnical SkillsSoftware development1 18,7291.227% 1,6931.477% 0.251%20.430%
1233Systems EvaluationTechnical SkillsSoftware development1 4970.033% 820.072% 0.039%119.810%
1234Systems integrationTechnical SkillsSoftware development8 93,6376.132% 2,9082.537% -3.595%-58.625%
75TCP/IPTechnical SkillsHardware3 63,6244.167% 4,0863.565% -0.602%-14.440%
1235Technology DesignTechnical SkillsSoftware development1 1,8990.124% 1630.142% 0.018%14.355%
1236TemplatesTechnical SkillsSoftware development1 24,7381.620% 2,2881.996% 0.376%23.220%
1239Test implementationTechnical SkillsSoftware development1 4410.029% 1220.106% 0.078%268.563%
1302TestingTechnical SkillsSoftware development1 387,78525.395% 33,79329.483% 4.088%16.098%
1297Training softwareTechnical SkillsBusiness applications3 2,3630.155% 2070.181% 0.026%16.707%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 2,3060.151% 1250.109% -0.042%-27.783%
1360TwitterTechnical SkillsSocial Networking1 26,2811.721% 1,5111.318% -0.403%-23.403%
1411Unified ProcessTechnical SkillsSoftware development1 3,2620.214% 500.044% -0.170%-79.579%
123UNIX operating systemsTechnical SkillsBusiness applications5 186,69812.226% 6,2385.442% -6.784%-55.486%
1298UNIX ShellsTechnical SkillsBusiness applications4 31,7252.078% 1,5881.385% -0.692%-33.313%
1410Use CaseTechnical SkillsSoftware development1 10,1700.666% 6870.599% -0.067%-10.003%
48User-Interface DesignTechnical SkillsSoftware development2 92,9146.085% 2,9122.541% -3.544%-58.246%
836Video creation and editing softwareTechnical SkillsBusiness applications3 1,9960.131% 1290.113% -0.018%-13.897%
64Visual StudioTechnical SkillsSoftware development1 34,0072.227% 1,6401.431% -0.796%-35.751%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 2,5160.165% 1110.097% -0.068%-41.224%
77Voice/Data TelecomTechnical SkillsHardware10 170,43211.161% 8,1877.143% -4.018%-36.002%
1299Web Application ServerTechnical SkillsBusiness applications8 54,9783.600% 1,5451.348% -2.252%-62.560%
1248Web platform development softwareTechnical SkillsSoftware development5 2,9740.195% 100.009% -0.186%-95.520%
65web programmerTechnical SkillsSoftware development4 58,9463.860% 8090.706% -3.154%-81.715%
58Web serversTechnical SkillsBusiness applications6 75,5754.949% 3,2682.851% -2.098%-42.390%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 54,1113.544% 2,2041.923% -1.621%-45.735%
1356Windows CETechnical SkillsMobile Platforms4 4,2030.275% 370.032% -0.243%-88.272%
1102WirelessTechnical SkillsNetwork5 51,1013.346% 4,5163.940% 0.594%17.738%
1363YouTubeTechnical SkillsSocial Networking2 1,5320.100% 5760.503% 0.402%400.904%
79.NETProgramming SkillsCurrent1 147,1229.635% 4,6724.076% -5.559%-57.693%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 420.003% 30.003% -0.000%-4.838%
209A programming language (APL)Programming SkillsLegacy2 1,8040.118% 2350.205% 0.087%73.549%
99AdaProgramming SkillsLegacy1 5,8040.380% 1,6091.404% 1.024%269.334%
80AJAXProgramming SkillsCurrent1 47,9093.137% 9480.827% -2.310%-73.638%
210Algorithmic language (ALGOL)Programming SkillsLegacy1 540.004% 30.003% -0.001%-25.985%
192Apple AppleScriptProgramming SkillsCurrent1 1540.010% 120.010% 0.000%3.813%
81ASPProgramming SkillsCurrent2 78,2495.124% 2,5022.183% -2.941%-57.401%
108AssemblyProgramming SkillsLegacy2 1,6720.109% 520.045% -0.064%-58.566%
211AWKProgramming SkillsLegacy1 1,5550.102% 490.043% -0.059%-58.019%
212BProgramming SkillsLegacy1 19,1921.257% 1,5591.360% 0.103%8.222%
83C#Programming SkillsCurrent2 127,5938.356% 4,5543.973% -4.383%-52.449%
82C/C++Programming SkillsCurrent3 151,7549.938% 6,2635.464% -4.474%-45.016%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 71,0834.655% 3,9913.482% -1.173%-25.199%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 4000.026% 170.015% -0.011%-43.379%
84CGIProgramming SkillsCurrent2 13,8500.907% 7920.691% -0.216%-23.816%
217ClipperProgramming SkillsLegacy1 1450.009% 70.006% -0.003%-35.684%
218CLUProgramming SkillsLegacy1 1490.010% 60.005% -0.005%-46.352%
100CobolProgramming SkillsLegacy1 10,2670.672% 4760.415% -0.257%-38.233%
85ColdFusionProgramming SkillsCurrent2 7,3730.483% 2120.185% -0.298%-61.693%
219Combined programming language (CPL)Programming SkillsLegacy1 1470.010% 110.010% -0.000%-0.307%
195Component object model (COM)Programming SkillsCurrent1 520.003% 10.001% -0.003%-74.380%
125Database programmingProgramming SkillsCurrent3 21,5241.410% 6480.565% -0.844%-59.891%
196Distributed component object model (DCOM)Programming SkillsCurrent1 9690.063% 190.017% -0.047%-73.877%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 4,4390.291% 880.077% -0.214%-73.589%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 2,1640.142% 1240.108% -0.034%-23.659%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 8,9420.586% 2060.180% -0.406%-69.308%
109ForthProgramming SkillsLegacy1 6,1340.402% 1,3991.221% 0.819%203.854%
102FortranProgramming SkillsLegacy1 1,0040.066% 810.071% 0.005%7.484%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 207,37413.580% 6,9606.072% -7.508%-55.286%
222JProgramming SkillsLegacy1 6,0430.396% 5370.469% 0.073%18.389%
87Java/J2EE/J2PProgramming SkillsCurrent4 230,20715.076% 9,8568.599% -6.477%-42.961%
97JavaScriptProgramming SkillsCurrent3 106,0026.942% 6,2705.470% -1.471%-21.197%
89JavaServer FacesProgramming SkillsCurrent3 8,8800.582% 1610.140% -0.441%-75.845%
88JavaServer PagesProgramming SkillsCurrent3 34,6642.270% 7080.618% -1.652%-72.789%
223Job control language (JCL)Programming SkillsLegacy2 8,4590.554% 2830.247% -0.307%-55.428%
126LAMPProgramming SkillsCurrent1 10,0950.661% 1560.136% -0.525%-79.412%
104LispProgramming SkillsLegacy1 5200.034% 240.021% -0.013%-38.511%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 6150.040% 900.079% 0.038%94.966%
201Microsoft ActiveXProgramming SkillsCurrent1 9800.064% 140.012% -0.052%-80.968%
107PascalProgramming SkillsLegacy1 4160.027% 200.017% -0.010%-35.949%
90PerlProgramming SkillsCurrent1 54,8203.590% 2,3892.084% -1.506%-41.941%
91PHPProgramming SkillsCurrent1 37,0042.423% 1,6771.463% -0.960%-39.622%
103PL/1Programming SkillsLegacy3 2130.014% 180.016% 0.002%12.586%
105PrologProgramming SkillsLegacy1 7100.046% 390.034% -0.012%-26.819%
95PythonProgramming SkillsCurrent1 37,2662.440% 6,2085.416% 2.976%121.937%
228Register transfer language (RTL)Programming SkillsLegacy1 14,7850.968% 360.031% -0.937%-96.756%
1216Ruby/Ruby on RailsProgramming SkillsCurrent1 17,6631.157% 1,4181.237% 0.080%6.955%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 2480.016% 240.021% 0.005%28.929%
206Scripting languagesProgramming SkillsCurrent1 16,3361.070% 1,7471.524% 0.454%42.475%
101SmalltalkProgramming SkillsLegacy1 1790.012% 20.002% -0.010%-85.114%
92SQLProgramming SkillsCurrent3 359,75723.560% 18,38816.043% -7.517%-31.905%
110TCLProgramming SkillsLegacy1 2,0010.131% 970.085% -0.046%-35.417%
98Unified Modeling LanguageProgramming SkillsCurrent2 28,0121.834% 6270.547% -1.287%-70.180%
93Visual BasicProgramming SkillsCurrent6 72,2584.732% 2,6482.310% -2.422%-51.177%
207Web service definition language (WSDL)Programming SkillsCurrent2 7,6020.498% 3160.276% -0.222%-44.620%
94XMLProgramming SkillsCurrent2 114,0957.472% 3,6493.184% -4.288%-57.391%
1342Computer ScienceMajorsComputer Science2 508,72933.316% 44,22338.583% 5.268%15.812%
1344Information TechnologyMajorsInformation Technology3 1,527,003100.000% 114,617100.000% 0.000%0.000%
1343Management Information SystemsMajorsManagement Information Systems9 302,31819.798% 30,32826.460% 6.662%33.651%