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Skill Frequencies: April, 2007 through 2016-09-19

All Degrees

All Degree Programs

2016-09-19Jobs Found:3,973,851Click 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 10,7430.270% 2,7960.432% 0.162%59.947%
2Attention to DetailsSoft SkillsProblem-solving skills1 14,0150.353% 2,7290.422% 0.069%19.668%
8Conflict ResolutionSoft SkillsInterpersonal skills1 22,3650.563% 4,8040.743% 0.180%32.008%
231CooperationSoft SkillsInterpersonal skills1 29,7670.749% 4,3280.669% -0.080%-10.645%
3CreativitySoft SkillsProblem-solving skills3 117,2512.951% 23,1523.580% 0.630%21.349%
4Critical thinkingSoft SkillsProblem-solving skills3 49,2731.240% 14,0802.177% 0.938%75.614%
1300FlexibilitySoft SkillsWork ethic1 175,3114.412% 22,9703.552% -0.859%-19.477%
232IndependenceSoft SkillsInterpersonal skills1 19,5000.491% 3,0330.469% -0.022%-4.412%
13Initiative/Motivation to workSoft SkillsWork ethic5 475,74011.972% 91,08114.086% 2.114%17.659%
256InnovationSoft SkillsProblem-solving skills1 271,9086.842% 60,3689.336% 2.494%36.443%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 371,1999.341% 57,7288.928% -0.413%-4.425%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 2,0910.053% 3320.051% -0.001%-2.422%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 254,8156.412% 50,9797.884% 1.472%22.951%
10LeadershipSoft SkillsInterpersonal skills1 794,81120.001% 147,42822.800% 2.799%13.994%
258LearningSoft SkillsProblem-solving skills1 318,7138.020% 54,4008.413% 0.393%4.897%
1Learning AbilitySoft SkillsProblem-solving skills3 67,2081.691% 13,9362.155% 0.464%27.433%
236ListeningSoft SkillsLanguage skills1 87,7002.207% 12,8141.982% -0.225%-10.205%
260MathematicsSoft SkillsProblem-solving skills3 205,0155.159% 36,8165.694% 0.535%10.361%
261MemorizationSoft SkillsProblem-solving skills1 1170.003% 90.001% -0.002%-52.726%
18Negotiation SkillsSoft SkillsLanguage skills1 33,8490.852% 5,1140.791% -0.061%-7.150%
262OptimizationSoft SkillsProblem-solving skills1 192,9714.856% 38,9126.018% 1.162%23.925%
19Oral CommunicationsSoft SkillsLanguage skills3 62,4601.572% 12,6441.955% 0.384%24.408%
273PersistenceSoft SkillsWork ethic1 14,3390.361% 3,0830.477% 0.116%32.136%
239PersuasionSoft SkillsLanguage skills1 5,7480.145% 1,0120.157% 0.012%8.201%
1301Physical SkillSoft SkillsWork ethic2 3,8000.096% 7720.119% 0.024%24.853%
240PresentationsSoft SkillsLanguage skills1 183,4174.616% 28,6734.434% -0.181%-3.927%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 693,97317.463% 136,81521.159% 3.695%21.159%
20Questioning skillsSoft SkillsLanguage skills1 1,1180.028% 2910.045% 0.017%59.962%
241Reading ComprehensionSoft SkillsLanguage skills1 9760.025% 1820.028% 0.004%14.601%
6Research skillsSoft SkillsProblem-solving skills1 6,5330.164% 9710.150% -0.014%-8.658%
15ResponsibilitySoft SkillsWork ethic2 363,1669.139% 54,3758.409% -0.730%-7.985%
234Self ControlSoft SkillsInterpersonal skills1 4090.010% 1240.019% 0.009%86.322%
11Self-esteemSoft SkillsInterpersonal skills1 2480.006% 840.013% 0.007%108.158%
16Self-managementSoft SkillsWork ethic1 4,4250.111% 1,0310.159% 0.048%43.190%
250Stress ToleranceSoft SkillsPhysical skills1 5960.015% 1370.021% 0.006%41.267%
12TeamworkSoft SkillsInterpersonal skills1 159,4984.014% 26,7904.143% 0.129%3.225%
17Time ManagementSoft SkillsWork ethic2 133,5073.360% 25,7793.987% 0.627%18.666%
268VisualizationSoft SkillsProblem-solving skills1 38,4160.967% 13,3292.061% 1.095%113.231%
7Working under pressureSoft SkillsProblem-solving skills1 2,0030.050% 5110.079% 0.029%56.785%
21Written CommunicationsSoft SkillsLanguage skills4 586,58514.761% 102,62115.870% 1.109%7.516%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 295,3737.433% 40,0006.186% -1.247%-16.775%
172Account managementBusiness SkillsManagement skills1 41,1831.036% 6,3830.987% -0.049%-4.748%
22AccountingBusiness SkillsBusiness processes4 478,36012.038% 40,4066.249% -5.789%-48.089%
1263Accounting softwareBusiness SkillsBusiness processes7 57,7461.453% 3,3920.525% -0.929%-63.901%
174AdministrationBusiness SkillsManagement skills3 980,88124.683% 135,15320.902% -3.782%-15.321%
1313AnalystBusiness SkillsProject management1 674,96816.985% 109,78116.978% -0.007%-0.044%
175Application managementBusiness SkillsManagement skills5 274,5426.909% 52,0318.047% 1.138%16.471%
150Asset managementBusiness SkillsBusiness processes1 52,3831.318% 8,6881.344% 0.025%1.928%
151AuditingBusiness SkillsBusiness processes5 236,4825.951% 34,7065.367% -0.584%-9.807%
1264Auditing softwareBusiness SkillsBusiness processes1 2140.005% 130.002% -0.003%-62.667%
152BillingBusiness SkillsBusiness processes1 108,2732.725% 9,3141.440% -1.284%-47.133%
1314Business AnalystBusiness SkillsProject management1 255,7206.435% 40,6806.291% -0.144%-2.235%
35Business IntelligenceBusiness SkillsStrategy skills1 166,6644.194% 31,5594.881% 0.687%16.372%
155Business performance management (BPM)Business SkillsBusiness processes2 24,6850.621% 5,3500.827% 0.206%33.195%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 59,2431.491% 3,2920.509% -0.982%-65.850%
36Business StrategyBusiness SkillsStrategy skills3 721,93918.167% 121,20018.744% 0.577%3.173%
182Calendar and schedulingBusiness SkillsProject management3 155,1683.905% 22,1233.421% -0.483%-12.379%
156Capacity planningBusiness SkillsBusiness processes1 79,7302.006% 13,9892.163% 0.157%7.828%
28Change ManagementBusiness SkillsManagement skills1 152,9123.848% 30,9584.788% 0.940%24.422%
183Content workflowBusiness SkillsProject management1 1580.004% 190.003% -0.001%-26.097%
24Contracting and legalBusiness SkillsBusiness processes2 269,1096.772% 35,9255.556% -1.216%-17.958%
176CoordinationBusiness SkillsManagement skills1 183,1704.609% 29,9824.637% 0.027%0.594%
157Cost accountingBusiness SkillsBusiness processes1 6,0970.153% 5670.088% -0.066%-42.848%
158Cost estimationBusiness SkillsBusiness processes1 3,0460.077% 4550.070% -0.006%-8.199%
1312Customer SupportBusiness SkillsBusiness processes6 772,06219.429% 119,82518.531% -0.897%-4.619%
1339EducationBusiness SkillsIndustry Segment1 34,5200.869% 5,1670.799% -0.070%-8.012%
1333EnergyBusiness SkillsIndustry Segment1 191,8144.827% 31,7724.914% 0.087%1.796%
1340EntertainmentBusiness SkillsIndustry Segment1 221,7505.580% 14,9362.310% -3.270%-58.606%
1319EnvironmentalBusiness SkillsEnvironmental15 163,5164.115% 16,6272.571% -1.543%-37.509%
1320Environmental StrategyBusiness SkillsEnvironmental7 22,4730.566% 10,2621.587% 1.022%180.632%
161FinancialBusiness SkillsBusiness processes2 979,75424.655% 136,43821.100% -3.555%-14.418%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 4,6270.116% 2290.035% -0.081%-69.584%
1332Health CareBusiness SkillsIndustry Segment2 655,25316.489% 83,41912.901% -3.588%-21.761%
177Human resourcesBusiness SkillsManagement skills2 319,9208.051% 19,0432.945% -5.106%-63.419%
1336InsuranceBusiness SkillsIndustry Segment1 22,4730.566% 4,2460.657% 0.091%16.114%
1316Managing/SupervisionBusiness SkillsManagement skills5 1,595,50140.150% 208,12532.187% -7.963%-19.833%
1334ManufacturingBusiness SkillsIndustry Segment2 346,9808.732% 31,0444.801% -3.931%-45.016%
26MarketingBusiness SkillsBusiness processes1 508,17412.788% 45,5027.037% -5.751%-44.972%
185MonitoringBusiness SkillsProject management1 432,58410.886% 87,33113.506% 2.620%24.069%
179NegotiationBusiness SkillsManagement skills1 133,2923.354% 21,5933.339% -0.015%-0.442%
163Operation and ControlBusiness SkillsBusiness processes2 2,0860.052% 3270.051% -0.002%-3.662%
29Outsourcing ManagementBusiness SkillsManagement skills3 149,9843.774% 19,0392.944% -0.830%-21.987%
167ProcurementBusiness SkillsBusiness processes1 112,9532.842% 10,1091.563% -1.279%-44.998%
1290Project Management softwareBusiness SkillsProject management2 109,1612.747% 17,4692.702% -0.045%-1.652%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 691,71817.407% 112,24517.359% -0.048%-0.275%
168QualityBusiness SkillsBusiness processes1 1,143,12128.766% 210,21032.509% 3.743%13.013%
1337Real EstateBusiness SkillsIndustry Segment2 185,8344.676% 8,3181.286% -3.390%-72.492%
1335RetailBusiness SkillsIndustry Segment2 793,89819.978% 76,97711.905% -8.073%-40.412%
34Risk ManagementBusiness SkillsProject management1 114,9722.893% 23,1673.583% 0.690%23.835%
169Service OrientationBusiness SkillsBusiness processes1 27,5600.694% 4,5180.699% 0.005%0.747%
27Supply Chain ManagementBusiness SkillsBusiness processes3 147,7633.718% 15,7542.436% -1.282%-34.477%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 7,7860.196% 9630.149% -0.047%-23.989%
178TeachingBusiness SkillsManagement skills7 274,2126.900% 18,1102.801% -4.100%-59.412%
190TimekeepingBusiness SkillsProject management3 110,6802.785% 10,1761.574% -1.211%-43.497%
1296Timekeeping softwareBusiness SkillsProject management1 4,4500.112% 7400.114% 0.002%2.197%
171Total quality management (TQM)Business SkillsBusiness processes2 4,4930.113% 4420.068% -0.045%-39.542%
180TroubleshootingBusiness SkillsManagement skills1 498,32612.540% 99,91815.452% 2.912%23.224%
181VerificationBusiness SkillsManagement skills1 214,6395.401% 122,44018.936% 13.534%250.575%
1338Waste ManagementBusiness SkillsIndustry Segment1 4,1510.104% 4990.077% -0.027%-26.122%
191WorkflowBusiness SkillsProject management1 168,6024.243% 30,6474.740% 0.497%11.710%
31Working GloballyBusiness SkillsManagement skills3 23,3480.588% 1,2020.186% -0.402%-68.361%
32Working with Virtual TeamsBusiness SkillsManagement skills2 7,1550.180% 1,4870.230% 0.050%27.722%
514GLTechnical SkillsSoftware development3 5,6620.142% 4780.074% -0.069%-48.117%
987Access servers & softwareTechnical SkillsNetwork10 122,5303.083% 24,8343.841% 0.757%24.558%
38Agile Development MethodsTechnical SkillsSoftware development3 110,7932.788% 34,5155.338% 2.550%91.453%
304Algorithmic softwareTechnical SkillsBusiness applications1 1090.003% 40.001% -0.002%-77.447%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 4,1980.106% 3900.060% -0.045%-42.906%
1352AndroidTechnical SkillsMobile Platforms3 63,3811.595% 25,5393.950% 2.355%147.634%
1351Apple iOSTechnical SkillsMobile Platforms6 49,6941.251% 14,5102.244% 0.993%79.444%
120Apple operating systemsTechnical SkillsBusiness applications6 100,0642.518% 24,8803.848% 1.330%52.805%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 42,3761.066% 4020.062% -1.004%-94.170%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 1600.004% 340.005% 0.001%30.594%
1265Backup & RecoveryTechnical SkillsTechnical applications16 306,7687.720% 48,6437.523% -0.197%-2.551%
1353BlackberryTechnical SkillsMobile Platforms2 31,8610.802% 3,0540.472% -0.329%-41.092%
336Borland DelphiTechnical SkillsBusiness applications1 5,9520.150% 8420.130% -0.020%-13.061%
337Borland JBuilderTechnical SkillsBusiness applications1 4,1020.103% 1020.016% -0.087%-84.718%
338Borland ParadoxTechnical SkillsBusiness applications1 3460.009% 350.005% -0.003%-37.833%
72Business Continuity PlanningTechnical SkillsHardware2 67,4161.696% 8,5981.330% -0.367%-21.621%
352Cadence OpusTechnical SkillsBusiness applications1 1,9760.050% 1310.020% -0.029%-59.257%
868CalculatorsTechnical SkillsHardware1 3,5650.090% 3920.061% -0.029%-32.424%
39CASE ToolsTechnical SkillsSoftware development1 208,6215.250% 26,7684.140% -1.110%-21.146%
367Categorization or classification softwareTechnical SkillsBusiness applications1 16,1090.405% 3,0080.465% 0.060%14.756%
112CertificationTechnical SkillsMisc3 724,15118.223% 119,93918.549% 0.326%1.788%
78CiscoTechnical SkillsHardware1 318,1508.006% 36,5315.650% -2.357%-29.434%
1009Cisco Systems IOSTechnical SkillsNetwork1 66,9471.685% 27,6224.272% 2.587%153.565%
40Client-ServerTechnical SkillsSoftware development1 88,2452.221% 8,8581.370% -0.851%-38.310%
1011Cluster server softwareTechnical SkillsNetwork8 61,2281.541% 12,2091.888% 0.347%22.545%
1147CMAKETechnical SkillsSoftware development1 5700.014% 3960.061% 0.047%326.959%
1151Compatibility testingTechnical SkillsSoftware development1 1,6770.042% 5940.092% 0.050%117.680%
1152CompilersTechnical SkillsSoftware development5 37,5260.944% 4,9720.769% -0.175%-18.574%
1255Compliance softwareTechnical SkillsTechnical applications3 21,5070.541% 4,4990.696% 0.155%28.559%
385Computer aided design (CAD)Technical SkillsBusiness applications12 72,9731.836% 7,8101.208% -0.629%-34.226%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 6,3910.161% 9490.147% -0.014%-8.744%
875Computer diagnosticsTechnical SkillsHardware5 159,3604.010% 28,4824.405% 0.395%9.839%
1107Computer forensicsTechnical SkillsSecurity1 8,9800.226% 9350.145% -0.081%-36.012%
1266Computer HardwareTechnical SkillsHardware15 88,8852.237% 13,3802.069% -0.168%-7.489%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 37,0070.931% 4780.074% -0.857%-92.062%
1015Computer serversTechnical SkillsNetwork6 359,2179.040% 59,6689.228% 0.188%2.082%
1267Computer UtilitiesTechnical SkillsMisc1 2,2940.058% 5570.086% 0.028%49.220%
59Content ManagerTechnical SkillsBusiness applications1 4,1000.103% 4600.071% -0.032%-31.049%
878ControllersTechnical SkillsHardware3 24,3260.612% 5,1700.800% 0.187%30.613%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 4,6660.117% 1,6210.251% 0.133%113.503%
407Customer information control system (CICS)Technical SkillsBusiness applications2 15,4150.388% 2,0550.318% -0.070%-18.072%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 233,3545.872% 33,5295.185% -0.687%-11.698%
953Data acquisition systemsTechnical SkillsInformation mgmt1 19,0390.479% 3,0950.479% -0.000%-0.096%
955Data compression softwareTechnical SkillsInformation mgmt1 12,4430.313% 1,6380.253% -0.060%-19.099%
956Data conversion softwareTechnical SkillsInformation mgmt1 17,8180.448% 2,9850.462% 0.013%2.956%
958Data dictionaryTechnical SkillsInformation mgmt1 10,2890.259% 1,5850.245% -0.014%-5.328%
959Data entryTechnical SkillsInformation mgmt1 188,2954.738% 5,4500.843% -3.895%-82.212%
962Data mappingTechnical SkillsInformation mgmt1 19,7190.496% 4,5520.704% 0.208%41.868%
67Data MiningTechnical SkillsInformation mgmt5 101,2972.549% 13,2302.046% -0.503%-19.734%
963Data modelingTechnical SkillsInformation mgmt1 120,8373.041% 23,0493.565% 0.524%17.224%
68Data WarehousingTechnical SkillsInformation mgmt2 187,8244.726% 34,6145.353% 0.627%13.257%
69Database AdministrationTechnical SkillsInformation mgmt12 243,8036.135% 42,3266.546% 0.411%6.693%
969Database design softwareTechnical SkillsInformation mgmt15 196,7414.951% 31,8674.928% -0.023%-0.457%
1268Database ReportingTechnical SkillsInformation mgmt3 59,3831.494% 6,1660.954% -0.541%-36.187%
1269Database SecurityTechnical SkillsInformation mgmt2 6400.016% 1840.028% 0.012%76.687%
1270Database ServersTechnical SkillsInformation mgmt3 50,0561.260% 5,0580.782% -0.477%-37.900%
1271Database TestingTechnical SkillsInformation mgmt1 3,2800.083% 8940.138% 0.056%67.506%
1160DebuggingTechnical SkillsSoftware development7 258,2396.498% 51,6887.994% 1.495%23.008%
418Desktop publishing softwareTechnical SkillsBusiness applications13 52,2141.314% 5,6250.870% -0.444%-33.793%
1272Development EnvironmentTechnical SkillsSoftware development13 175,4844.416% 32,9015.088% 0.672%15.223%
1273Digital ImagingTechnical SkillsHardware1 2,0650.052% 460.007% -0.045%-86.310%
883Digital Signal Processor (DSP)Technical SkillsHardware2 10,7860.271% 1,3920.215% -0.056%-20.687%
423Disk operating system (DOS)Technical SkillsBusiness applications1 10,8690.274% 1,0270.159% -0.115%-41.931%
1307Doctor of PhilosophyTechnical SkillsMisc3 172,5114.341% 15,4602.391% -1.950%-44.924%
973Document management softwareTechnical SkillsInformation mgmt4 35,3300.889% 4,8940.757% -0.132%-14.869%
1020Domain name system (DNS)Technical SkillsNetwork3 119,4353.006% 23,5743.646% 0.640%21.302%
61DreamweaverTechnical SkillsSoftware development1 19,7500.497% 1,3360.207% -0.290%-58.428%
54DSS/GDSSTechnical SkillsBusiness applications5 47,5221.196% 6,8441.058% -0.137%-11.492%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 1380.003% 100.002% -0.002%-55.467%
62EclipseTechnical SkillsSoftware development1 75,8561.909% 13,8932.149% 0.240%12.557%
1308Electronic CommerceTechnical SkillsBusiness applications2 171,9464.327% 28,7884.452% 0.125%2.893%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 33,8750.852% 6,4350.995% 0.143%16.744%
1023Electronic mail softwareTechnical SkillsNetwork8 60,4151.520% 8,8451.368% -0.152%-10.026%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 189,1464.760% 29,1124.502% -0.258%-5.411%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications15 226,9815.712% 27,2964.221% -1.490%-26.095%
1321Environmental CertificationTechnical SkillsEnvironmental1 3280.008% 740.011% 0.003%38.651%
1328Environmental CleanupTechnical SkillsEnvironmental1 1,3270.033% 4060.063% 0.029%88.027%
1329Environmental EnergyTechnical SkillsEnvironmental21 12,6300.318% 2,3610.365% 0.047%14.884%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 12,9070.325% 2,8510.441% 0.116%35.749%
1327Environmental PollutionTechnical SkillsEnvironmental16 41,0871.034% 1,4930.231% -0.803%-77.668%
1324Environmental Pollution ControlTechnical SkillsEnvironmental7 6,0090.151% 9370.145% -0.006%-4.170%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental7 2,0510.052% 2440.038% -0.014%-26.888%
1326Environmental Product StewardshipTechnical SkillsEnvironmental11 50,6291.274% 1,3980.216% -1.058%-83.030%
1331Environmental ScienceTechnical SkillsEnvironmental2 1,5010.038% 2620.041% 0.003%7.272%
1322Environmental TechnologyTechnical SkillsEnvironmental2 6750.017% 720.011% -0.006%-34.447%
461Expert system softwareTechnical SkillsBusiness applications1 1,3850.035% 2360.036% 0.002%4.720%
1359FacebookTechnical SkillsSocial Networking1 502,95312.657% 188,82729.202% 16.546%130.729%
463Facilities management softwareTechnical SkillsBusiness applications4 12,0830.304% 9340.144% -0.160%-52.495%
468Flight control softwareTechnical SkillsBusiness applications1 1,0730.027% 1170.018% -0.009%-32.988%
469Flowchart softwareTechnical SkillsBusiness applications5 11,6260.293% 2,7060.418% 0.126%43.042%
1112Fraud DetectionTechnical SkillsSecurity1 19,0560.480% 3,9440.610% 0.130%27.195%
63FrontPageTechnical SkillsSoftware development1 3,2770.082% 1000.015% -0.067%-81.246%
475Fund accounting softwareTechnical SkillsBusiness applications1 1,8090.046% 1970.030% -0.015%-33.074%
1260GamingTechnical SkillsMisc2 81,3632.047% 17,4692.702% 0.654%31.949%
113Generic databasesTechnical SkillsInformation mgmt2 560,97414.117% 106,30116.440% 2.323%16.456%
1365Google AppsTechnical SkillsBusiness applications4 12,8950.324% 2,2210.343% 0.019%5.851%
1364Google PlusTechnical SkillsSocial Networking1 1,3070.033% 40.001% -0.032%-98.119%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications31 233,1305.867% 31,8614.927% -0.939%-16.010%
484Graphic softwareTechnical SkillsBusiness applications16 319,6118.043% 49,0277.582% -0.461%-5.729%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 69,4121.747% 7,8491.214% -0.533%-30.506%
1323Green ITTechnical SkillsEnvironmental9 10,4810.264% 1,2740.197% -0.067%-25.298%
893Guidance systemsTechnical SkillsHardware1 1690.004% 70.001% -0.003%-74.545%
895Hardware description language (HDL)Technical SkillsHardware2 1,0010.025% 1030.016% -0.009%-36.763%
1277Hardware DesignTechnical SkillsHardware19 27,4350.690% 3,9160.606% -0.085%-12.279%
1278Hardware TestingTechnical SkillsHardware4 9,5030.239% 8360.129% -0.110%-45.936%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 1,5730.040% 1730.027% -0.013%-32.410%
492Helpdesk or call centerTechnical SkillsBusiness applications2 229,2015.768% 25,0433.873% -1.895%-32.852%
114IBM databasesTechnical SkillsInformation mgmt2 100,5752.531% 15,4882.395% -0.136%-5.361%
121IBM operating systemsTechnical SkillsBusiness applications4 79,8382.009% 8,1821.265% -0.744%-37.018%
898Image capture devicesTechnical SkillsHardware8 17,5740.442% 3,1890.493% 0.051%11.519%
524Industrial control softwareTechnical SkillsBusiness applications3 14,7070.370% 2,1260.329% -0.041%-11.161%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 52,9451.332% 9,1851.420% 0.088%6.615%
899InfraredTechnical SkillsHardware1 4,8900.123% 2330.036% -0.087%-70.717%
1180InstallationTechnical SkillsSoftware development1 324,8478.175% 47,3247.319% -0.856%-10.470%
901Interface definition language (IDL)Technical SkillsHardware1 1,2550.032% 1200.019% -0.013%-41.237%
536Internet browser softwareTechnical SkillsBusiness applications4 23,0360.580% 2,7170.420% -0.160%-27.515%
541Inventory management softwareTechnical SkillsBusiness applications3 19,1270.481% 2,9890.462% -0.019%-3.962%
73IT Architecture/StandardsTechnical SkillsHardware2 31,6750.797% 5,0920.787% -0.010%-1.204%
1357Java METechnical SkillsMobile Platforms2 1,3910.035% 670.010% -0.025%-70.399%
1035KernelTechnical SkillsNetwork1 35,9510.905% 4,4690.691% -0.214%-23.605%
907LasersTechnical SkillsHardware1 1,0270.026% 1140.018% -0.008%-31.782%
1038License management softwareTechnical SkillsNetwork1 2,5310.064% 5760.089% 0.025%39.861%
1361LinkedInTechnical SkillsSocial Networking1 32,4560.817% 8,4511.307% 0.490%60.022%
908Mainframe computersTechnical SkillsHardware2 122,4593.082% 11,2981.747% -1.334%-43.301%
124Mainframe operating systemsTechnical SkillsBusiness applications8 53,2401.340% 5,8020.897% -0.442%-33.026%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 86,7472.183% 11,7701.820% -0.363%-16.615%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 20,1100.506% 2,0030.310% -0.196%-38.788%
1281Medical softwareTechnical SkillsBusiness applications9 27,0720.681% 4,5640.706% 0.025%3.607%
115Microsoft databasesTechnical SkillsInformation mgmt5 545,14713.718% 96,62814.944% 1.225%8.932%
119Microsoft operating systemsTechnical SkillsBusiness applications4 771,62719.418% 111,82317.294% -2.124%-10.939%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 19,3490.487% 5,2500.812% 0.325%66.750%
625MultimediaTechnical SkillsBusiness applications1 145,9543.673% 3,0480.471% -3.201%-87.166%
1362MySpaceTechnical SkillsSocial Networking1 5,1690.130% 140.002% -0.128%-98.335%
74Network administrationTechnical SkillsHardware12 293,6997.391% 38,3245.927% -1.464%-19.807%
1282Network Administration softwareTechnical SkillsNetwork18 196,2854.939% 38,4405.945% 1.005%20.354%
1283Network HardwareTechnical SkillsNetwork11 148,1223.727% 23,5063.635% -0.092%-2.473%
1284Network Monitoring softwareTechnical SkillsNetwork15 99,1132.494% 20,3293.144% 0.650%26.052%
1059Network operation system software (NOS)Technical SkillsNetwork2 4,8770.123% 8760.135% 0.013%10.387%
1122Network securityTechnical SkillsSecurity1 123,8373.116% 26,5724.109% 0.993%31.868%
1285Network Security softwareTechnical SkillsSecurity35 273,7126.888% 57,2508.854% 1.966%28.543%
1286Network softwareTechnical SkillsNetwork6 64,6941.628% 10,4061.609% -0.019%-1.148%
1287Network TestingTechnical SkillsNetwork11 65,7631.655% 10,3531.601% -0.054%-3.250%
1065Novell network softwareTechnical SkillsNetwork2 5,6590.142% 1920.030% -0.113%-79.149%
643OberonTechnical SkillsBusiness applications1 5200.013% 1730.027% 0.014%104.460%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 453,89411.422% 84,05012.998% 1.576%13.802%
1288Office ApplicationsTechnical SkillsBusiness applications13 579,88914.593% 90,75514.035% -0.557%-3.819%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 42,9961.082% 5,1580.798% -0.284%-26.274%
116Open-source databasesTechnical SkillsInformation mgmt4 205,1665.163% 49,1667.604% 2.441%47.274%
118Open-source operating systemsTechnical SkillsBusiness applications8 595,86214.995% 115,75617.902% 2.907%19.389%
56Operating SystemsTechnical SkillsBusiness applications3 341,1808.586% 55,5848.596% 0.011%0.123%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 2,4630.062% 4930.076% 0.014%23.012%
117Oracle databasesTechnical SkillsInformation mgmt1 686,12417.266% 98,41715.220% -2.046%-11.848%
1354Palm OSTechnical SkillsMobile Platforms3 3,3410.084% 1240.019% -0.065%-77.191%
1289Physical ToolsTechnical SkillsHardware1 2280.006% 250.004% -0.002%-32.614%
683Point of sale (POS)Technical SkillsBusiness applications3 22,3720.563% 4,2640.659% 0.096%17.133%
931PrintersTechnical SkillsHardware3 35,9470.905% 6,1820.956% 0.051%5.690%
43ProgrammingTechnical SkillsSoftware development1 969,59424.399% 164,06025.372% 0.973%3.987%
700ProvisioningTechnical SkillsBusiness applications1 54,1141.362% 13,5932.102% 0.740%54.373%
1258Rate ControlTechnical SkillsTechnical applications1 1900.005% 120.002% -0.003%-61.186%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 46,5501.171% 3,5340.547% -0.625%-53.343%
1077Remote control softwareTechnical SkillsNetwork2 4,3080.108% 9350.145% 0.036%33.383%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 2,3550.059% 4220.065% 0.006%10.125%
1262RoboticsTechnical SkillsHardware3 14,6560.369% 3,1100.481% 0.112%30.410%
1318RSATechnical SkillsSecurity1 17,4120.438% 3,3160.513% 0.075%17.039%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 96,0512.417% 32,2544.988% 2.571%106.370%
44SDLCTechnical SkillsSoftware development7 475,71011.971% 100,56515.553% 3.582%29.918%
1132Secure shell (SSH)Technical SkillsSecurity1 3750.009% 750.012% 0.002%22.912%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 50,8021.278% 10,2951.592% 0.314%24.541%
76SecurityTechnical SkillsHardware4 2,824,25271.071% 643,50999.520% 28.449%40.029%
1315Security ClearanceTechnical SkillsMisc2 316,1027.955% 29,0194.488% -3.467%-43.582%
1135Security testing softwareTechnical SkillsSecurity1 9,6980.244% 2,5020.387% 0.143%58.552%
60Sharepoint ServerTechnical SkillsBusiness applications1 14,3290.361% 1,5270.236% -0.124%-34.508%
1084Signal generatorsTechnical SkillsNetwork1 8070.020% 1310.020% -0.000%-0.238%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 34,2740.862% 5,3040.820% -0.042%-4.895%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 139,3933.508% 34,4285.324% 1.817%51.788%
1220Simulation softwareTechnical SkillsSoftware development5 56,9431.433% 6,4951.004% -0.428%-29.902%
1366Social NetworkTechnical SkillsSocial Networking1 11,5240.290% 3,8160.590% 0.300%103.503%
1358Social NetworkingTechnical SkillsSocial Networking1 23,0480.580% 1,2300.190% -0.390%-67.203%
42Software DevelopmentTechnical SkillsSoftware development2 1,021,48425.705% 154,79623.939% -1.766%-6.869%
1291Software Development softwareTechnical SkillsSoftware development3 7,0540.178% 8350.129% -0.048%-27.253%
1309Software EngineeringTechnical SkillsSoftware development1 613,03815.427% 87,56613.542% -1.885%-12.216%
1292Software InstallationTechnical SkillsSoftware development4 432,59610.886% 89,81613.890% 3.004%27.596%
1223Software librariesTechnical SkillsSoftware development1 1,1440.029% 2410.037% 0.008%29.466%
1293Software MaintenanceTechnical SkillsSoftware development1 28,1800.709% 5,7390.888% 0.178%25.159%
1294Software TestingTechnical SkillsSoftware development14 421,82910.615% 82,97312.832% 2.217%20.883%
1225Source code management (SCM)Technical SkillsSoftware development5 137,8473.469% 29,3534.539% 1.071%30.864%
1229Static analysis softwareTechnical SkillsSoftware development1 3,0800.078% 1,0370.160% 0.083%106.916%
772Statistical analysis softwareTechnical SkillsBusiness applications26 311,2237.832% 52,4238.107% 0.276%3.518%
774Statistical softwareTechnical SkillsBusiness applications1 132,5243.335% 21,6883.354% 0.019%0.575%
1230Stress testing softwareTechnical SkillsSoftware development1 9,6360.242% 1,7060.264% 0.021%8.805%
122Sun operating systemsTechnical SkillsBusiness applications3 161,3654.061% 13,4872.086% -1.975%-48.634%
939Surveillance systemsTechnical SkillsHardware5 36,5380.919% 4,1110.636% -0.284%-30.854%
791Symantec softwareTechnical SkillsBusiness applications1 30,2270.761% 5,1710.800% 0.039%5.135%
1355SymbianTechnical SkillsMobile Platforms1 1140.003% 30.000% -0.002%-83.827%
1310System AdministrationTechnical SkillsNetwork4 254,9746.416% 38,8756.012% -0.404%-6.300%
45System TestingTechnical SkillsSoftware development5 81,2582.045% 14,7282.278% 0.233%11.389%
46Systems AnalysisTechnical SkillsSoftware development8 325,8898.201% 51,3707.944% -0.256%-3.126%
47Systems DesignTechnical SkillsSoftware development1 53,5551.348% 7,6241.179% -0.169%-12.512%
1233Systems EvaluationTechnical SkillsSoftware development1 6230.016% 890.014% -0.002%-12.205%
1234Systems integrationTechnical SkillsSoftware development8 227,1555.716% 25,4023.928% -1.788%-31.276%
75TCP/IPTechnical SkillsHardware3 213,9975.385% 32,6225.045% -0.340%-6.315%
1235Technology DesignTechnical SkillsSoftware development1 3,9630.100% 4350.067% -0.032%-32.542%
1236TemplatesTechnical SkillsSoftware development1 63,1931.590% 12,2871.900% 0.310%19.493%
1239Test implementationTechnical SkillsSoftware development1 1,4410.036% 3240.050% 0.014%38.181%
1302TestingTechnical SkillsSoftware development1 1,183,96929.794% 228,11635.278% 5.484%18.408%
1297Training softwareTechnical SkillsBusiness applications3 4,2460.107% 2540.039% -0.068%-63.236%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 5,5830.140% 7290.113% -0.028%-19.754%
1360TwitterTechnical SkillsSocial Networking1 55,4821.396% 10,7101.656% 0.260%18.632%
123UNIX operating systemsTechnical SkillsBusiness applications5 613,87015.448% 74,59811.537% -3.911%-25.318%
1298UNIX ShellsTechnical SkillsBusiness applications4 128,8393.242% 23,6833.663% 0.420%12.968%
48User-Interface DesignTechnical SkillsSoftware development2 266,4336.705% 52,9538.189% 1.485%22.143%
836Video creation and editing softwareTechnical SkillsBusiness applications3 14,6380.368% 2,1710.336% -0.033%-8.853%
64Visual StudioTechnical SkillsSoftware development1 130,6943.289% 25,7093.976% 0.687%20.891%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 5,7830.146% 8800.136% -0.009%-6.482%
77Voice/Data TelecomTechnical SkillsHardware10 356,0998.961% 43,7636.768% -2.193%-24.473%
1299Web Application ServerTechnical SkillsBusiness applications8 179,4784.516% 23,5023.635% -0.882%-19.525%
1248Web platform development softwareTechnical SkillsSoftware development5 10,9670.276% 5810.090% -0.186%-67.442%
65web programmerTechnical SkillsSoftware development4 89,5982.255% 4,3200.668% -1.587%-70.369%
58Web serversTechnical SkillsBusiness applications6 273,3456.879% 44,1406.826% -0.052%-0.760%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 201,9935.083% 38,6995.985% 0.902%17.741%
1356Windows CETechnical SkillsMobile Platforms4 22,4440.565% 2,3660.366% -0.199%-35.214%
1102WirelessTechnical SkillsNetwork5 160,0634.028% 24,5323.794% -0.234%-5.809%
1363YouTubeTechnical SkillsSocial Networking2 6,8380.172% 1,4780.229% 0.057%32.835%
79.NETProgramming SkillsCurrent1 453,10811.402% 75,79811.722% 0.320%2.807%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 1180.003% 110.002% -0.001%-42.710%
209A programming language (APL)Programming SkillsLegacy2 5,4260.137% 5790.090% -0.047%-34.421%
99AdaProgramming SkillsLegacy1 14,1020.355% 1,5790.244% -0.111%-31.188%
80AJAXProgramming SkillsCurrent1 226,4305.698% 32,9545.096% -0.602%-10.558%
210Algorithmic language (ALGOL)Programming SkillsLegacy1 1030.003% 230.004% 0.001%37.232%
192Apple AppleScriptProgramming SkillsCurrent1 5830.015% 1230.019% 0.004%29.659%
81ASPProgramming SkillsCurrent2 290,5497.312% 45,9927.113% -0.199%-2.719%
108AssemblyProgramming SkillsLegacy2 9,9750.251% 6770.105% -0.146%-58.290%
211AWKProgramming SkillsLegacy1 7,9700.201% 1,1920.184% -0.016%-8.086%
212BProgramming SkillsLegacy1 51,4331.294% 8,3411.290% -0.004%-0.335%
83C#Programming SkillsCurrent2 433,76210.915% 84,13413.011% 2.096%19.203%
82C/C++Programming SkillsCurrent3 636,65316.021% 88,14813.632% -2.389%-14.911%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 307,1847.730% 84,12513.010% 5.280%68.303%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 1,1240.028% 3080.048% 0.019%68.403%
84CGIProgramming SkillsCurrent2 30,9800.780% 7,8131.208% 0.429%54.989%
217ClipperProgramming SkillsLegacy1 6840.017% 1610.025% 0.008%44.656%
218CLUProgramming SkillsLegacy1 3620.009% 290.004% -0.005%-50.767%
100CobolProgramming SkillsLegacy1 30,5250.768% 4,1590.643% -0.125%-16.267%
85ColdFusionProgramming SkillsCurrent2 24,3950.614% 1,7260.267% -0.347%-56.518%
219Combined programming language (CPL)Programming SkillsLegacy1 5240.013% 320.005% -0.008%-62.469%
195Component object model (COM)Programming SkillsCurrent1 5560.014% 140.002% -0.012%-84.525%
125Database programmingProgramming SkillsCurrent3 92,1942.320% 11,9921.855% -0.465%-20.062%
196Distributed component object model (DCOM)Programming SkillsCurrent1 5,8280.147% 2610.040% -0.106%-72.478%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 22,7610.573% 3,2070.496% -0.077%-13.409%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 6,8000.171% 1,3790.213% 0.042%24.630%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 40,0441.008% 4,0270.623% -0.385%-38.197%
109ForthProgramming SkillsLegacy1 11,2810.284% 2,5840.400% 0.116%40.770%
102FortranProgramming SkillsLegacy1 5,8980.148% 6860.106% -0.042%-28.520%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 707,90317.814% 108,55716.789% -1.026%-5.757%
222JProgramming SkillsLegacy1 14,4800.364% 1,8570.287% -0.077%-21.185%
87Java/J2EE/J2PProgramming SkillsCurrent4 891,47022.433% 166,98825.825% 3.392%15.118%
97JavaScriptProgramming SkillsCurrent3 490,04312.332% 123,72019.133% 6.802%55.157%
89JavaServer FacesProgramming SkillsCurrent3 33,9990.856% 4,7350.732% -0.123%-14.411%
88JavaServer PagesProgramming SkillsCurrent3 145,6083.664% 16,5032.552% -1.112%-30.346%
223Job control language (JCL)Programming SkillsLegacy2 20,0590.505% 2,6030.403% -0.102%-20.250%
126LAMPProgramming SkillsCurrent1 40,7031.024% 6,5371.011% -0.013%-1.300%
104LispProgramming SkillsLegacy1 2,4340.061% 3380.052% -0.009%-14.658%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 2,1990.055% 6250.097% 0.041%74.671%
201Microsoft ActiveXProgramming SkillsCurrent1 5,4800.138% 2310.036% -0.102%-74.094%
107PascalProgramming SkillsLegacy1 1,9130.048% 1470.023% -0.025%-52.775%
90PerlProgramming SkillsCurrent1 275,0286.921% 40,3616.242% -0.679%-9.812%
91PHPProgramming SkillsCurrent1 159,9144.024% 28,4174.395% 0.371%9.209%
103PL/1Programming SkillsLegacy3 6500.016% 1070.017% 0.000%1.166%
105PrologProgramming SkillsLegacy1 1,5670.039% 1750.027% -0.012%-31.367%
95PythonProgramming SkillsCurrent1 206,6565.200% 71,82511.108% 5.907%113.596%
228Register transfer language (RTL)Programming SkillsLegacy1 52,0421.310% 11,8661.835% 0.525%40.125%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 1,7210.043% 4280.066% 0.023%52.837%
206Scripting languagesProgramming SkillsCurrent1 79,5152.001% 16,8162.601% 0.600%29.969%
101SmalltalkProgramming SkillsLegacy1 1,0550.027% 470.007% -0.019%-72.621%
92SQLProgramming SkillsCurrent3 1,199,45730.184% 219,62333.965% 3.781%12.528%
110TCLProgramming SkillsLegacy1 17,0990.430% 1,4590.226% -0.205%-47.561%
98Unified Modeling LanguageProgramming SkillsCurrent2 110,1222.771% 11,3991.763% -1.008%-36.385%
93Visual BasicProgramming SkillsCurrent6 256,8226.463% 31,6554.895% -1.567%-24.251%
207Web service definition language (WSDL)Programming SkillsCurrent2 30,1140.758% 5,0700.784% 0.026%3.468%
94XMLProgramming SkillsCurrent2 473,00411.903% 67,00510.362% -1.540%-12.942%
1342Computer ScienceMajorsComputer Science2 2,821,49671.002% 516,79079.922% 8.921%12.564%
1344Information TechnologyMajorsInformation Technology3 1,746,22143.943% 227,96835.256% -8.687%-19.769%
1343Management Information SystemsMajorsManagement Information Systems9 1,048,50826.385% 162,94525.200% -1.185%-4.493%

mis Degrees

Management Information Systems

2016-09-19Jobs Found:1,048,273Click on column headings to sort
Skill IDSkill NamePrimary CategorySecondary CategoryNumber of SynonymsOccurrencesFrequencyLast 2 years OccurrencesLast 2 years FrequencyLast 2 years Growth/DeclineMovement
252Analytical ThinkingSoft SkillsProblem-solving skills1 3,6500.348% 1,0860.666% 0.318%91.413%
2Attention to DetailsSoft SkillsProblem-solving skills1 4,1360.395% 7800.479% 0.084%21.324%
8Conflict ResolutionSoft SkillsInterpersonal skills1 7,1220.679% 1,2970.796% 0.117%17.158%
231CooperationSoft SkillsInterpersonal skills1 11,2501.073% 1,4760.906% -0.167%-15.595%
3CreativitySoft SkillsProblem-solving skills3 30,0772.869% 5,5833.426% 0.557%19.417%
4Critical thinkingSoft SkillsProblem-solving skills3 16,6931.592% 4,8542.979% 1.386%87.068%
1300FlexibilitySoft SkillsWork ethic1 37,3263.561% 6,1793.792% 0.231%6.498%
232IndependenceSoft SkillsInterpersonal skills1 5,8770.561% 8280.508% -0.052%-9.362%
13Initiative/Motivation to workSoft SkillsWork ethic5 148,11414.129% 26,09916.017% 1.888%13.360%
256InnovationSoft SkillsProblem-solving skills1 84,5258.063% 15,2499.358% 1.295%16.062%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 128,75012.282% 21,84913.409% 1.127%9.174%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 8340.080% 1590.098% 0.018%22.649%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 86,8448.284% 17,49610.737% 2.453%29.608%
10LeadershipSoft SkillsInterpersonal skills1 248,93023.747% 43,80126.881% 3.134%13.198%
258LearningSoft SkillsProblem-solving skills1 59,8625.711% 10,1746.244% 0.533%9.339%
1Learning AbilitySoft SkillsProblem-solving skills3 19,3161.843% 3,9222.407% 0.564%30.624%
236ListeningSoft SkillsLanguage skills1 19,4641.857% 4,4182.711% 0.855%46.025%
260MathematicsSoft SkillsProblem-solving skills3 62,3645.949% 10,3786.369% 0.420%7.057%
261MemorizationSoft SkillsProblem-solving skills1 230.002% 00.000% -0.002%-100.000%
18Negotiation SkillsSoft SkillsLanguage skills1 12,1691.161% 1,8931.162% 0.001%0.076%
262OptimizationSoft SkillsProblem-solving skills1 45,7064.360% 8,9465.490% 1.130%25.918%
19Oral CommunicationsSoft SkillsLanguage skills3 17,8121.699% 2,8741.764% 0.065%3.802%
273PersistenceSoft SkillsWork ethic1 3,7210.355% 7870.483% 0.128%36.066%
239PersuasionSoft SkillsLanguage skills1 2,1470.205% 3280.201% -0.004%-1.718%
1301Physical SkillSoft SkillsWork ethic2 1,6850.161% 4270.262% 0.101%63.028%
240PresentationsSoft SkillsLanguage skills1 60,0775.731% 9,4135.777% 0.046%0.798%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 222,62221.237% 41,25325.317% 4.080%19.212%
20Questioning skillsSoft SkillsLanguage skills1 2550.024% 660.041% 0.016%66.509%
241Reading ComprehensionSoft SkillsLanguage skills1 2270.022% 290.018% -0.004%-17.813%
6Research skillsSoft SkillsProblem-solving skills1 1,9520.186% 3010.185% -0.001%-0.798%
15ResponsibilitySoft SkillsWork ethic2 120,44911.490% 17,06910.475% -1.015%-8.833%
234Self ControlSoft SkillsInterpersonal skills1 2150.021% 680.042% 0.021%103.472%
11Self-esteemSoft SkillsInterpersonal skills1 410.004% 150.009% 0.005%135.364%
16Self-managementSoft SkillsWork ethic1 1,3380.128% 2250.138% 0.010%8.183%
250Stress ToleranceSoft SkillsPhysical skills1 2320.022% 490.030% 0.008%35.876%
12TeamworkSoft SkillsInterpersonal skills1 57,9955.532% 9,2575.681% 0.149%2.686%
17Time ManagementSoft SkillsWork ethic2 44,2494.221% 7,9424.874% 0.653%15.468%
268VisualizationSoft SkillsProblem-solving skills1 8,4640.807% 2,8591.755% 0.947%117.306%
7Working under pressureSoft SkillsProblem-solving skills1 5920.056% 1420.087% 0.031%54.312%
21Written CommunicationsSoft SkillsLanguage skills4 168,35416.060% 28,07317.229% 1.168%7.275%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 43,5064.150% 11,1756.858% 2.708%65.246%
172Account managementBusiness SkillsManagement skills1 13,2301.262% 1,8701.148% -0.114%-9.068%
22AccountingBusiness SkillsBusiness processes4 129,95512.397% 13,3138.170% -4.227%-34.095%
1263Accounting softwareBusiness SkillsBusiness processes7 6,3720.608% 8570.526% -0.082%-13.476%
174AdministrationBusiness SkillsManagement skills3 307,30629.315% 48,17829.567% 0.252%0.858%
1313AnalystBusiness SkillsProject management1 263,26625.114% 41,40325.409% 0.295%1.174%
175Application managementBusiness SkillsManagement skills5 90,3938.623% 15,9609.795% 1.172%13.588%
150Asset managementBusiness SkillsBusiness processes1 20,5571.961% 2,9811.829% -0.132%-6.710%
151AuditingBusiness SkillsBusiness processes5 98,5849.404% 17,27510.602% 1.197%12.731%
1264Auditing softwareBusiness SkillsBusiness processes1 1900.018% 130.008% -0.010%-55.983%
152BillingBusiness SkillsBusiness processes1 28,7632.744% 3,5072.152% -0.592%-21.560%
1314Business AnalystBusiness SkillsProject management1 84,0928.022% 14,0958.650% 0.628%7.831%
35Business IntelligenceBusiness SkillsStrategy skills1 55,6185.306% 10,6746.551% 1.245%23.465%
155Business performance management (BPM)Business SkillsBusiness processes2 6,5080.621% 1,3310.817% 0.196%31.572%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 18,7611.790% 1,5730.965% -0.824%-46.061%
36Business StrategyBusiness SkillsStrategy skills3 233,15922.242% 38,98823.927% 1.685%7.575%
182Calendar and schedulingBusiness SkillsProject management3 52,7245.030% 7,3774.527% -0.502%-9.987%
156Capacity planningBusiness SkillsBusiness processes1 24,8552.371% 3,9092.399% 0.028%1.178%
28Change ManagementBusiness SkillsManagement skills1 58,6515.595% 12,1197.437% 1.842%32.931%
183Content workflowBusiness SkillsProject management1 670.006% 10.001% -0.006%-90.398%
24Contracting and legalBusiness SkillsBusiness processes2 67,6846.457% 10,2496.290% -0.167%-2.584%
176CoordinationBusiness SkillsManagement skills1 70,2616.703% 11,2656.913% 0.211%3.145%
157Cost accountingBusiness SkillsBusiness processes1 3,0620.292% 2290.141% -0.152%-51.887%
158Cost estimationBusiness SkillsBusiness processes1 1,1400.109% 1450.089% -0.020%-18.173%
1312Customer SupportBusiness SkillsBusiness processes6 249,93923.843% 38,67323.734% -0.109%-0.458%
1339EducationBusiness SkillsIndustry Segment1 11,5021.097% 1,6100.988% -0.109%-9.950%
1333EnergyBusiness SkillsIndustry Segment1 64,3396.138% 7,7284.743% -1.395%-22.727%
1340EntertainmentBusiness SkillsIndustry Segment1 16,4291.567% 1,8741.150% -0.417%-26.618%
1319EnvironmentalBusiness SkillsEnvironmental15 26,5852.536% 3,9592.430% -0.106%-4.196%
1320Environmental StrategyBusiness SkillsEnvironmental7 3,5590.340% 1,7691.086% 0.746%219.767%
161FinancialBusiness SkillsBusiness processes2 280,50926.759% 42,36726.001% -0.758%-2.834%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 1,7900.171% 660.041% -0.130%-76.279%
1332Health CareBusiness SkillsIndustry Segment2 169,45916.166% 24,93715.304% -0.862%-5.330%
177Human resourcesBusiness SkillsManagement skills2 59,2805.655% 6,5644.028% -1.627%-28.765%
1336InsuranceBusiness SkillsIndustry Segment1 8,5170.812% 1,4830.910% 0.098%12.018%
1316Managing/SupervisionBusiness SkillsManagement skills5 468,59144.701% 64,68939.700% -5.001%-11.188%
1334ManufacturingBusiness SkillsIndustry Segment2 71,3646.808% 8,2665.073% -1.735%-25.484%
26MarketingBusiness SkillsBusiness processes1 86,8868.288% 9,2095.652% -2.637%-31.814%
185MonitoringBusiness SkillsProject management1 149,83214.293% 28,46817.471% 3.178%22.232%
179NegotiationBusiness SkillsManagement skills1 48,1144.590% 7,8864.840% 0.250%5.443%
163Operation and ControlBusiness SkillsBusiness processes2 7920.076% 1210.074% -0.001%-1.714%
29Outsourcing ManagementBusiness SkillsManagement skills3 33,6143.207% 4,6932.880% -0.326%-10.182%
167ProcurementBusiness SkillsBusiness processes1 27,7112.643% 3,7192.282% -0.361%-13.661%
1290Project Management softwareBusiness SkillsProject management2 42,2774.033% 6,3193.878% -0.155%-3.844%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 251,30323.973% 38,76623.791% -0.182%-0.760%
168QualityBusiness SkillsBusiness processes1 323,41730.852% 55,44734.028% 3.176%10.293%
1337Real EstateBusiness SkillsIndustry Segment2 10,3580.988% 1,0540.647% -0.341%-34.537%
1335RetailBusiness SkillsIndustry Segment2 183,39817.495% 18,88711.591% -5.904%-33.748%
34Risk ManagementBusiness SkillsProject management1 50,2834.797% 10,4936.440% 1.643%34.249%
169Service OrientationBusiness SkillsBusiness processes1 9,7830.933% 1,6411.007% 0.074%7.912%
27Supply Chain ManagementBusiness SkillsBusiness processes3 35,8693.422% 5,0553.102% -0.319%-9.336%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 2,8230.269% 4070.250% -0.020%-7.249%
178TeachingBusiness SkillsManagement skills7 34,3883.280% 4,2912.633% -0.647%-19.724%
190TimekeepingBusiness SkillsProject management3 24,8882.374% 2,6521.628% -0.747%-31.449%
1296Timekeeping softwareBusiness SkillsProject management1 1,8830.180% 3040.187% 0.007%3.862%
171Total quality management (TQM)Business SkillsBusiness processes2 1,6330.156% 1860.114% -0.042%-26.724%
180TroubleshootingBusiness SkillsManagement skills1 152,63314.560% 29,48518.095% 3.535%24.276%
181VerificationBusiness SkillsManagement skills1 39,1963.739% 13,3578.197% 4.458%119.230%
1338Waste ManagementBusiness SkillsIndustry Segment1 2,3200.221% 2580.158% -0.063%-28.457%
191WorkflowBusiness SkillsProject management1 59,9465.719% 10,0946.195% 0.476%8.327%
31Working GloballyBusiness SkillsManagement skills3 4,5390.433% 1430.088% -0.345%-79.732%
32Working with Virtual TeamsBusiness SkillsManagement skills2 2,1980.210% 4540.279% 0.069%32.881%
514GLTechnical SkillsSoftware development3 2,4320.232% 1950.120% -0.112%-48.417%
987Access servers & softwareTechnical SkillsNetwork10 42,0364.010% 8,3455.121% 1.111%27.714%
38Agile Development MethodsTechnical SkillsSoftware development3 19,6141.871% 6,1893.798% 1.927%102.996%
304Algorithmic softwareTechnical SkillsBusiness applications1 370.004% 00.000% -0.004%-100.000%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 8340.080% 1100.068% -0.012%-15.148%
1352AndroidTechnical SkillsMobile Platforms3 6,6960.639% 2,7651.697% 1.058%165.652%
1351Apple iOSTechnical SkillsMobile Platforms6 4,9980.477% 1,5060.924% 0.447%93.848%
120Apple operating systemsTechnical SkillsBusiness applications6 19,4401.854% 4,5962.821% 0.966%52.096%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 7070.067% 150.009% -0.058%-86.351%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 90.001% 00.000% -0.001%-100.000%
1265Backup & RecoveryTechnical SkillsTechnical applications16 109,46010.442% 16,82510.326% -0.116%-1.114%
1353BlackberryTechnical SkillsMobile Platforms2 7,9180.755% 7940.487% -0.268%-35.488%
336Borland DelphiTechnical SkillsBusiness applications1 1,6810.160% 1950.120% -0.041%-25.372%
337Borland JBuilderTechnical SkillsBusiness applications1 1,0180.097% 270.017% -0.081%-82.937%
338Borland ParadoxTechnical SkillsBusiness applications1 1470.014% 200.012% -0.002%-12.472%
72Business Continuity PlanningTechnical SkillsHardware2 19,3071.842% 3,9502.424% 0.582%31.618%
352Cadence OpusTechnical SkillsBusiness applications1 3530.034% 100.006% -0.028%-81.775%
868CalculatorsTechnical SkillsHardware1 1,6960.162% 1640.101% -0.061%-37.791%
39CASE ToolsTechnical SkillsSoftware development1 52,1734.977% 7,6004.664% -0.313%-6.287%
367Categorization or classification softwareTechnical SkillsBusiness applications1 4,5100.430% 7940.487% 0.057%13.260%
112CertificationTechnical SkillsMisc3 258,92324.700% 45,02327.631% 2.931%11.866%
78CiscoTechnical SkillsHardware1 57,1825.455% 11,0456.778% 1.323%24.262%
1009Cisco Systems IOSTechnical SkillsNetwork1 11,0301.052% 3,7152.280% 1.228%116.679%
40Client-ServerTechnical SkillsSoftware development1 28,9322.760% 3,6252.225% -0.535%-19.395%
1011Cluster server softwareTechnical SkillsNetwork8 14,5281.386% 2,7031.659% 0.273%19.694%
1147CMAKETechnical SkillsSoftware development1 400.004% 180.011% 0.007%189.498%
1151Compatibility testingTechnical SkillsSoftware development1 1690.016% 170.010% -0.006%-35.286%
1152CompilersTechnical SkillsSoftware development5 9,0790.866% 1,3680.840% -0.027%-3.065%
1255Compliance softwareTechnical SkillsTechnical applications3 12,5931.201% 2,4901.528% 0.327%27.205%
385Computer aided design (CAD)Technical SkillsBusiness applications12 6,4840.619% 7040.432% -0.186%-30.151%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 1,3860.132% 1920.118% -0.014%-10.881%
875Computer diagnosticsTechnical SkillsHardware5 48,4224.619% 8,8505.431% 0.812%17.580%
1107Computer forensicsTechnical SkillsSecurity1 4,1210.393% 4720.290% -0.103%-26.316%
1266Computer HardwareTechnical SkillsHardware15 30,7192.930% 4,1412.541% -0.389%-13.278%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 7070.067% 1040.064% -0.004%-5.366%
1015Computer serversTechnical SkillsNetwork6 109,51110.447% 17,99511.044% 0.597%5.713%
1267Computer UtilitiesTechnical SkillsMisc1 1430.014% 630.039% 0.025%183.425%
59Content ManagerTechnical SkillsBusiness applications1 1,6490.157% 1310.080% -0.077%-48.893%
878ControllersTechnical SkillsHardware3 6,1410.586% 1,0830.665% 0.079%13.455%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 7530.072% 1020.063% -0.009%-12.856%
407Customer information control system (CICS)Technical SkillsBusiness applications2 5,6910.543% 8350.512% -0.030%-5.609%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 74,7087.127% 11,7637.219% 0.092%1.294%
953Data acquisition systemsTechnical SkillsInformation mgmt1 5,4270.518% 8830.542% 0.024%4.673%
955Data compression softwareTechnical SkillsInformation mgmt1 1,6300.155% 2170.133% -0.022%-14.354%
956Data conversion softwareTechnical SkillsInformation mgmt1 7,3020.697% 1,1850.727% 0.031%4.402%
958Data dictionaryTechnical SkillsInformation mgmt1 4,4000.420% 6010.369% -0.051%-12.127%
959Data entryTechnical SkillsInformation mgmt1 6,6180.631% 8210.504% -0.127%-20.191%
962Data mappingTechnical SkillsInformation mgmt1 7,0760.675% 1,6631.021% 0.346%51.195%
67Data MiningTechnical SkillsInformation mgmt5 16,6801.591% 2,6401.620% 0.029%1.822%
963Data modelingTechnical SkillsInformation mgmt1 40,2793.842% 7,5594.639% 0.797%20.731%
68Data WarehousingTechnical SkillsInformation mgmt2 61,4775.865% 10,8026.629% 0.765%13.038%
69Database AdministrationTechnical SkillsInformation mgmt12 83,1367.931% 12,4157.619% -0.312%-3.929%
969Database design softwareTechnical SkillsInformation mgmt15 62,2425.938% 9,3295.725% -0.212%-3.576%
1268Database ReportingTechnical SkillsInformation mgmt3 24,8782.373% 2,4511.504% -0.869%-36.619%
1269Database SecurityTechnical SkillsInformation mgmt2 700.007% 170.010% 0.004%56.237%
1270Database ServersTechnical SkillsInformation mgmt3 15,4811.477% 1,2550.770% -0.707%-47.847%
1271Database TestingTechnical SkillsInformation mgmt1 1,0150.097% 3470.213% 0.116%119.936%
1160DebuggingTechnical SkillsSoftware development7 57,8005.514% 12,1617.463% 1.949%35.355%
418Desktop publishing softwareTechnical SkillsBusiness applications13 12,8931.230% 1,1690.717% -0.513%-41.670%
1272Development EnvironmentTechnical SkillsSoftware development13 34,1193.255% 6,6084.055% 0.801%24.597%
1273Digital ImagingTechnical SkillsHardware1 1,1940.114% 170.010% -0.103%-90.840%
883Digital Signal Processor (DSP)Technical SkillsHardware2 7740.074% 720.044% -0.030%-40.155%
423Disk operating system (DOS)Technical SkillsBusiness applications1 3,5050.334% 2980.183% -0.151%-45.303%
1307Doctor of PhilosophyTechnical SkillsMisc3 20,1891.926% 1,4430.886% -1.040%-54.018%
973Document management softwareTechnical SkillsInformation mgmt4 13,7421.311% 1,8691.147% -0.164%-12.503%
1020Domain name system (DNS)Technical SkillsNetwork3 36,2913.462% 6,6244.065% 0.603%17.423%
61DreamweaverTechnical SkillsSoftware development1 4,8390.462% 2630.161% -0.300%-65.035%
54DSS/GDSSTechnical SkillsBusiness applications5 18,9441.807% 3,1001.902% 0.095%5.275%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 340.003% 30.002% -0.001%-43.236%
62EclipseTechnical SkillsSoftware development1 16,4471.569% 2,9671.821% 0.252%16.055%
1308Electronic CommerceTechnical SkillsBusiness applications2 31,4252.998% 4,8893.000% 0.003%0.087%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 12,3461.178% 2,0051.230% 0.053%4.477%
1023Electronic mail softwareTechnical SkillsNetwork8 20,6011.965% 3,0631.880% -0.085%-4.348%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 75,8137.232% 11,0146.759% -0.473%-6.538%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications15 80,0477.636% 10,7096.572% -1.064%-13.933%
1321Environmental CertificationTechnical SkillsEnvironmental1 850.008% 190.012% 0.004%43.803%
1328Environmental CleanupTechnical SkillsEnvironmental1 460.004% 200.012% 0.008%179.708%
1329Environmental EnergyTechnical SkillsEnvironmental21 5,2850.504% 5430.333% -0.171%-33.902%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 3,0340.289% 6170.379% 0.089%30.829%
1327Environmental PollutionTechnical SkillsEnvironmental16 3,2230.307% 5590.343% 0.036%11.580%
1324Environmental Pollution ControlTechnical SkillsEnvironmental7 2,1030.201% 2540.156% -0.045%-22.299%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental7 6080.058% 1250.077% 0.019%32.263%
1326Environmental Product StewardshipTechnical SkillsEnvironmental11 3,7910.362% 5350.328% -0.033%-9.211%
1331Environmental ScienceTechnical SkillsEnvironmental2 1,1500.110% 290.018% -0.092%-83.777%
1322Environmental TechnologyTechnical SkillsEnvironmental2 2500.024% 240.015% -0.009%-38.240%
461Expert system softwareTechnical SkillsBusiness applications1 3880.037% 550.034% -0.003%-8.806%
1359FacebookTechnical SkillsSocial Networking1 128,30612.240% 50,73831.138% 18.898%154.402%
463Facilities management softwareTechnical SkillsBusiness applications4 6,8480.653% 3210.197% -0.456%-69.844%
468Flight control softwareTechnical SkillsBusiness applications1 1340.013% 210.013% 0.000%0.820%
469Flowchart softwareTechnical SkillsBusiness applications5 4,0530.387% 7770.477% 0.090%23.333%
1112Fraud DetectionTechnical SkillsSecurity1 6,7530.644% 9020.554% -0.091%-14.070%
63FrontPageTechnical SkillsSoftware development1 1,3480.129% 340.021% -0.108%-83.774%
475Fund accounting softwareTechnical SkillsBusiness applications1 1,1190.107% 810.050% -0.057%-53.432%
1260GamingTechnical SkillsMisc2 15,6991.498% 2,3901.467% -0.031%-2.060%
113Generic databasesTechnical SkillsInformation mgmt2 169,75616.194% 28,27617.353% 1.159%7.158%
1365Google AppsTechnical SkillsBusiness applications4 3,1040.296% 4130.253% -0.043%-14.402%
1364Google PlusTechnical SkillsSocial Networking1 380.004% 10.001% -0.003%-83.070%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications31 66,1856.314% 10,1316.217% -0.096%-1.525%
484Graphic softwareTechnical SkillsBusiness applications16 80,1697.648% 13,5108.291% 0.643%8.413%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 13,0591.246% 1,7631.082% -0.164%-13.149%
1323Green ITTechnical SkillsEnvironmental9 2,5410.242% 1940.119% -0.123%-50.883%
893Guidance systemsTechnical SkillsHardware1 470.004% 10.001% -0.004%-86.312%
895Hardware description language (HDL)Technical SkillsHardware2 570.005% 40.002% -0.003%-54.854%
1277Hardware DesignTechnical SkillsHardware19 3,8120.364% 5880.361% -0.003%-0.767%
1278Hardware TestingTechnical SkillsHardware4 1,0380.099% 1280.079% -0.020%-20.668%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 5460.052% 730.045% -0.007%-13.987%
492Helpdesk or call centerTechnical SkillsBusiness applications2 54,3485.185% 7,3974.540% -0.645%-12.440%
114IBM databasesTechnical SkillsInformation mgmt2 34,1553.258% 5,1163.140% -0.119%-3.637%
121IBM operating systemsTechnical SkillsBusiness applications4 24,7122.357% 2,9071.784% -0.573%-24.322%
898Image capture devicesTechnical SkillsHardware8 5,5510.530% 1,1320.695% 0.165%31.192%
524Industrial control softwareTechnical SkillsBusiness applications3 3,4370.328% 4220.259% -0.069%-21.011%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 15,1251.443% 2,8891.773% 0.330%22.881%
899InfraredTechnical SkillsHardware1 7310.070% 220.014% -0.056%-80.639%
1180InstallationTechnical SkillsSoftware development1 113,00110.780% 15,5149.521% -1.259%-11.677%
901Interface definition language (IDL)Technical SkillsHardware1 2640.025% 160.010% -0.015%-61.010%
536Internet browser softwareTechnical SkillsBusiness applications4 7,6390.729% 7050.433% -0.296%-40.627%
541Inventory management softwareTechnical SkillsBusiness applications3 6,9060.659% 9750.598% -0.060%-9.174%
73IT Architecture/StandardsTechnical SkillsHardware2 10,2180.975% 2,1791.337% 0.363%37.191%
1357Java METechnical SkillsMobile Platforms2 1130.011% 10.001% -0.010%-94.307%
1035KernelTechnical SkillsNetwork1 2,7870.266% 4190.257% -0.009%-3.281%
907LasersTechnical SkillsHardware1 1130.011% 80.005% -0.006%-54.455%
1038License management softwareTechnical SkillsNetwork1 1,0610.101% 2370.145% 0.044%43.703%
1361LinkedInTechnical SkillsSocial Networking1 6,1690.588% 2,0751.273% 0.685%116.390%
908Mainframe computersTechnical SkillsHardware2 35,8733.422% 4,7542.918% -0.505%-14.744%
124Mainframe operating systemsTechnical SkillsBusiness applications8 15,4231.471% 1,7351.065% -0.407%-27.629%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 23,3132.224% 3,6262.225% 0.001%0.061%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 7,4510.711% 6110.375% -0.336%-47.245%
1281Medical softwareTechnical SkillsBusiness applications9 11,2921.077% 1,5040.923% -0.154%-14.314%
115Microsoft databasesTechnical SkillsInformation mgmt5 170,20216.236% 29,47618.090% 1.853%11.413%
119Microsoft operating systemsTechnical SkillsBusiness applications4 227,99121.749% 32,45019.915% -1.835%-8.435%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 1,6800.160% 5960.366% 0.206%128.229%
625MultimediaTechnical SkillsBusiness applications1 4,9510.472% 4580.281% -0.191%-40.488%
1362MySpaceTechnical SkillsSocial Networking1 1,8560.177% 10.001% -0.176%-99.653%
74Network administrationTechnical SkillsHardware12 86,7888.279% 12,4467.638% -0.641%-7.742%
1282Network Administration softwareTechnical SkillsNetwork18 70,2006.697% 13,3978.222% 1.525%22.773%
1283Network HardwareTechnical SkillsNetwork11 44,3814.234% 7,2354.440% 0.206%4.876%
1284Network Monitoring softwareTechnical SkillsNetwork15 30,7212.931% 5,4923.370% 0.440%15.008%
1059Network operation system software (NOS)Technical SkillsNetwork2 1,3040.124% 1190.073% -0.051%-41.291%
1122Network securityTechnical SkillsSecurity1 46,3714.424% 9,1645.624% 1.200%27.137%
1285Network Security softwareTechnical SkillsSecurity35 100,6239.599% 20,34412.485% 2.886%30.069%
1286Network softwareTechnical SkillsNetwork6 20,7201.977% 3,5082.153% 0.176%8.919%
1287Network TestingTechnical SkillsNetwork11 15,7301.501% 3,0031.843% 0.342%22.817%
1065Novell network softwareTechnical SkillsNetwork2 2,3460.224% 820.050% -0.173%-77.514%
643OberonTechnical SkillsBusiness applications1 1570.015% 450.028% 0.013%84.394%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 78,3877.478% 13,1738.084% 0.607%8.112%
1288Office ApplicationsTechnical SkillsBusiness applications13 209,82520.016% 32,39119.878% -0.138%-0.688%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 13,7531.312% 1,6621.020% -0.292%-22.256%
116Open-source databasesTechnical SkillsInformation mgmt4 30,6402.923% 7,0544.329% 1.406%48.109%
118Open-source operating systemsTechnical SkillsBusiness applications8 115,38611.007% 23,06314.154% 3.147%28.587%
56Operating SystemsTechnical SkillsBusiness applications3 117,36911.196% 18,54711.382% 0.186%1.661%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 8170.078% 1270.078% 0.000%0.003%
117Oracle databasesTechnical SkillsInformation mgmt1 204,86619.543% 30,38818.649% -0.894%-4.574%
1354Palm OSTechnical SkillsMobile Platforms3 1520.015% 10.001% -0.014%-95.768%
1289Physical ToolsTechnical SkillsHardware1 320.003% 30.002% -0.001%-39.688%
683Point of sale (POS)Technical SkillsBusiness applications3 6,6140.631% 1,1350.697% 0.066%10.399%
931PrintersTechnical SkillsHardware3 13,1901.258% 2,1091.294% 0.036%2.864%
43ProgrammingTechnical SkillsSoftware development1 239,56422.853% 36,85222.616% -0.237%-1.037%
700ProvisioningTechnical SkillsBusiness applications1 17,3521.655% 4,2922.634% 0.979%59.127%
1258Rate ControlTechnical SkillsTechnical applications1 60.001% 00.000% -0.001%-100.000%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 12,9141.232% 8850.543% -0.689%-55.912%
1077Remote control softwareTechnical SkillsNetwork2 1,5700.150% 3140.193% 0.043%28.666%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 7910.075% 1730.106% 0.031%40.703%
1262RoboticsTechnical SkillsHardware3 2,9310.280% 3310.203% -0.076%-27.348%
1318RSATechnical SkillsSecurity1 7,5760.723% 1,2220.750% 0.027%3.768%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 10,0830.962% 3,9082.398% 1.436%149.344%
44SDLCTechnical SkillsSoftware development7 146,39413.965% 30,29118.590% 4.624%33.114%
1132Secure shell (SSH)Technical SkillsSecurity1 540.005% 110.007% 0.002%31.049%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 12,6031.202% 2,8851.771% 0.568%47.267%
76SecurityTechnical SkillsHardware4 748,30571.385% 162,11499.490% 28.105%39.372%
1315Security ClearanceTechnical SkillsMisc2 131,57712.552% 9,7575.988% -6.564%-52.294%
1135Security testing softwareTechnical SkillsSecurity1 3,9790.380% 9480.582% 0.202%53.274%
60Sharepoint ServerTechnical SkillsBusiness applications1 5,0910.486% 4990.306% -0.179%-36.943%
1084Signal generatorsTechnical SkillsNetwork1 1710.016% 170.010% -0.006%-36.043%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 8,7490.835% 1,5650.960% 0.126%15.077%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 27,7172.644% 7,2514.450% 1.806%68.300%
1220Simulation softwareTechnical SkillsSoftware development5 15,7841.506% 1,4150.868% -0.637%-42.327%
1366Social NetworkTechnical SkillsSocial Networking1 1,3470.128% 5790.355% 0.227%176.531%
1358Social NetworkingTechnical SkillsSocial Networking1 7,8970.753% 970.060% -0.694%-92.098%
42Software DevelopmentTechnical SkillsSoftware development2 212,77320.297% 33,92120.817% 0.520%2.562%
1291Software Development softwareTechnical SkillsSoftware development3 2,4200.231% 1890.116% -0.115%-49.757%
1309Software EngineeringTechnical SkillsSoftware development1 89,7238.559% 13,9758.577% 0.017%0.203%
1292Software InstallationTechnical SkillsSoftware development4 130,29112.429% 23,29214.294% 1.865%15.007%
1223Software librariesTechnical SkillsSoftware development1 2190.021% 410.025% 0.004%20.441%
1293Software MaintenanceTechnical SkillsSoftware development1 6,4820.618% 1,2400.761% 0.143%23.068%
1294Software TestingTechnical SkillsSoftware development14 114,25610.899% 21,16812.991% 2.091%19.188%
1225Source code management (SCM)Technical SkillsSoftware development5 29,9892.861% 6,0923.739% 0.878%30.687%
1229Static analysis softwareTechnical SkillsSoftware development1 2600.025% 1040.064% 0.039%157.332%
772Statistical analysis softwareTechnical SkillsBusiness applications26 84,4198.053% 13,9288.548% 0.495%6.141%
774Statistical softwareTechnical SkillsBusiness applications1 42,7534.078% 5,6483.466% -0.612%-15.011%
1230Stress testing softwareTechnical SkillsSoftware development1 2,3820.227% 3540.217% -0.010%-4.392%
122Sun operating systemsTechnical SkillsBusiness applications3 52,0284.963% 4,4222.714% -2.249%-45.322%
939Surveillance systemsTechnical SkillsHardware5 9,7000.925% 9950.611% -0.315%-34.009%
791Symantec softwareTechnical SkillsBusiness applications1 9,5250.909% 1,7961.102% 0.194%21.304%
1355SymbianTechnical SkillsMobile Platforms1 320.003% 00.000% -0.003%-100.000%
1310System AdministrationTechnical SkillsNetwork4 92,8508.857% 12,6167.742% -1.115%-12.588%
45System TestingTechnical SkillsSoftware development5 26,4052.519% 4,5122.769% 0.250%9.930%
46Systems AnalysisTechnical SkillsSoftware development8 134,02112.785% 19,71512.099% -0.686%-5.364%
47Systems DesignTechnical SkillsSoftware development1 20,8821.992% 3,1101.909% -0.083%-4.188%
1233Systems EvaluationTechnical SkillsSoftware development1 1650.016% 210.013% -0.003%-18.122%
1234Systems integrationTechnical SkillsSoftware development8 83,9368.007% 8,4545.188% -2.819%-35.204%
75TCP/IPTechnical SkillsHardware3 52,6615.024% 8,1244.986% -0.038%-0.754%
1235Technology DesignTechnical SkillsSoftware development1 1,0780.103% 1600.098% -0.005%-4.515%
1236TemplatesTechnical SkillsSoftware development1 19,6021.870% 3,5022.149% 0.279%14.934%
1239Test implementationTechnical SkillsSoftware development1 3490.033% 970.060% 0.026%78.805%
1302TestingTechnical SkillsSoftware development1 358,57034.206% 64,61239.653% 5.447%15.924%
1297Training softwareTechnical SkillsBusiness applications3 1,4990.143% 1020.063% -0.080%-56.224%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 1,2010.115% 1320.081% -0.034%-29.293%
1360TwitterTechnical SkillsSocial Networking1 14,0521.340% 1,7831.094% -0.246%-18.371%
123UNIX operating systemsTechnical SkillsBusiness applications5 147,41414.063% 19,51711.978% -2.085%-14.826%
1298UNIX ShellsTechnical SkillsBusiness applications4 33,3183.178% 6,0413.707% 0.529%16.644%
48User-Interface DesignTechnical SkillsSoftware development2 34,9943.338% 8,0184.921% 1.582%47.403%
836Video creation and editing softwareTechnical SkillsBusiness applications3 2,2120.211% 1500.092% -0.119%-56.375%
64Visual StudioTechnical SkillsSoftware development1 35,1293.351% 7,0924.352% 1.001%29.878%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 1,2990.124% 1640.101% -0.023%-18.779%
77Voice/Data TelecomTechnical SkillsHardware10 105,28510.044% 13,2898.156% -1.888%-18.799%
1299Web Application ServerTechnical SkillsBusiness applications8 52,8715.044% 7,2234.433% -0.611%-12.111%
1248Web platform development softwareTechnical SkillsSoftware development5 2,3600.225% 1310.080% -0.145%-64.290%
65web programmerTechnical SkillsSoftware development4 11,0511.054% 1,2370.759% -0.295%-27.989%
58Web serversTechnical SkillsBusiness applications6 74,8307.138% 10,7496.597% -0.542%-7.589%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 49,5934.731% 9,3565.742% 1.011%21.368%
1356Windows CETechnical SkillsMobile Platforms4 2,1370.204% 3850.236% 0.032%15.902%
1102WirelessTechnical SkillsNetwork5 42,5034.055% 6,4183.939% -0.116%-2.857%
1363YouTubeTechnical SkillsSocial Networking2 8370.080% 3130.192% 0.112%140.576%
79.NETProgramming SkillsCurrent1 112,88710.769% 20,22712.413% 1.645%15.271%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 30.000% 00.000% -0.000%-100.000%
209A programming language (APL)Programming SkillsLegacy2 1,3530.129% 1530.094% -0.035%-27.251%
99AdaProgramming SkillsLegacy1 4,4230.422% 4530.278% -0.144%-34.111%
80AJAXProgramming SkillsCurrent1 42,2704.032% 6,6994.111% 0.079%1.956%
210Algorithmic language (ALGOL)Programming SkillsLegacy1 270.003% 20.001% -0.001%-52.346%
192Apple AppleScriptProgramming SkillsCurrent1 650.006% 120.007% 0.001%18.768%
81ASPProgramming SkillsCurrent2 79,8457.617% 12,1857.478% -0.139%-1.823%
108AssemblyProgramming SkillsLegacy2 9730.093% 1060.065% -0.028%-29.915%
211AWKProgramming SkillsLegacy1 1,7730.169% 2070.127% -0.042%-24.890%
212BProgramming SkillsLegacy1 13,6381.301% 2,0281.245% -0.056%-4.336%
83C#Programming SkillsCurrent2 88,4288.436% 18,29111.225% 2.790%33.070%
82C/C++Programming SkillsCurrent3 100,5109.588% 12,9457.944% -1.644%-17.144%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 54,2435.175% 14,2598.751% 3.576%69.114%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 4140.039% 640.039% -0.000%-0.548%
84CGIProgramming SkillsCurrent2 7,9020.754% 2,0761.274% 0.520%69.014%
217ClipperProgramming SkillsLegacy1 2270.022% 770.047% 0.026%118.222%
218CLUProgramming SkillsLegacy1 1480.014% 90.006% -0.009%-60.879%
100CobolProgramming SkillsLegacy1 13,3191.271% 1,6861.035% -0.236%-18.563%
85ColdFusionProgramming SkillsCurrent2 8,3510.797% 5950.365% -0.431%-54.163%
219Combined programming language (CPL)Programming SkillsLegacy1 3070.029% 110.007% -0.023%-76.949%
195Component object model (COM)Programming SkillsCurrent1 870.008% 40.002% -0.006%-70.422%
125Database programmingProgramming SkillsCurrent3 21,2422.026% 2,8191.730% -0.296%-14.625%
196Distributed component object model (DCOM)Programming SkillsCurrent1 1,6070.153% 1030.063% -0.090%-58.766%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 3,2310.308% 4740.291% -0.017%-5.621%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 1,6680.159% 3080.189% 0.030%18.792%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 9,3710.894% 9420.578% -0.316%-35.331%
109ForthProgramming SkillsLegacy1 4,8780.465% 1,3680.840% 0.374%80.417%
102FortranProgramming SkillsLegacy1 1,4400.137% 1180.072% -0.065%-47.283%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 164,53515.696% 20,78912.758% -2.938%-18.715%
222JProgramming SkillsLegacy1 3,9820.380% 6490.398% 0.018%4.852%
87Java/J2EE/J2PProgramming SkillsCurrent4 175,46916.739% 29,51318.112% 1.373%8.205%
97JavaScriptProgramming SkillsCurrent3 94,6289.027% 21,53413.216% 4.188%46.399%
89JavaServer FacesProgramming SkillsCurrent3 8,4070.802% 1,0400.638% -0.164%-20.416%
88JavaServer PagesProgramming SkillsCurrent3 31,1432.971% 3,8872.385% -0.585%-19.705%
223Job control language (JCL)Programming SkillsLegacy2 7,2960.696% 1,0630.652% -0.044%-6.269%
126LAMPProgramming SkillsCurrent1 3,9490.377% 1,0160.624% 0.247%65.516%
104LispProgramming SkillsLegacy1 1420.014% 290.018% 0.004%31.384%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 3710.035% 470.029% -0.007%-18.500%
201Microsoft ActiveXProgramming SkillsCurrent1 1,3730.131% 560.034% -0.097%-73.761%
107PascalProgramming SkillsLegacy1 6830.065% 580.036% -0.030%-45.369%
90PerlProgramming SkillsCurrent1 49,6134.733% 7,8664.827% 0.095%1.998%
91PHPProgramming SkillsCurrent1 22,9672.191% 4,6692.865% 0.674%30.784%
103PL/1Programming SkillsLegacy3 2300.022% 530.033% 0.011%48.245%
105PrologProgramming SkillsLegacy1 1760.017% 90.006% -0.011%-67.102%
95PythonProgramming SkillsCurrent1 23,6322.254% 8,7715.383% 3.128%138.771%
228Register transfer language (RTL)Programming SkillsLegacy1 14,4121.375% 3,7582.306% 0.931%67.751%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 2450.023% 470.029% 0.005%23.414%
206Scripting languagesProgramming SkillsCurrent1 13,9161.328% 3,3762.072% 0.744%56.071%
101SmalltalkProgramming SkillsLegacy1 2740.026% 180.011% -0.015%-57.737%
92SQLProgramming SkillsCurrent3 331,96531.668% 59,78036.687% 5.019%15.850%
110TCLProgramming SkillsLegacy1 2,2470.214% 2510.154% -0.060%-28.137%
98Unified Modeling LanguageProgramming SkillsCurrent2 27,6692.639% 3,4522.119% -0.521%-19.738%
93Visual BasicProgramming SkillsCurrent6 86,7468.275% 10,6396.529% -1.746%-21.099%
207Web service definition language (WSDL)Programming SkillsCurrent2 7,3480.701% 1,3050.801% 0.100%14.255%
94XMLProgramming SkillsCurrent2 110,31910.524% 16,36110.041% -0.483%-4.590%
1342Computer ScienceMajorsComputer Science2 737,65970.369% 127,72478.385% 8.016%11.391%
1344Information TechnologyMajorsInformation Technology3 420,63440.126% 65,34440.102% -0.025%-0.061%
1343Management Information SystemsMajorsManagement Information Systems9 1,048,273100.000% 162,945100.000% 0.000%0.000%

cs Degrees

Computer Science

2016-09-19Jobs Found:2,821,346Click 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 8,2260.292% 2,0600.399% 0.107%36.716%
2Attention to DetailsSoft SkillsProblem-solving skills1 10,9170.387% 2,1850.423% 0.036%9.267%
8Conflict ResolutionSoft SkillsInterpersonal skills1 14,2920.507% 2,8540.552% 0.046%9.019%
231CooperationSoft SkillsInterpersonal skills1 20,2230.717% 3,2220.623% -0.093%-13.019%
3CreativitySoft SkillsProblem-solving skills3 88,0013.119% 17,7733.439% 0.320%10.259%
4Critical thinkingSoft SkillsProblem-solving skills3 34,7051.230% 9,9331.922% 0.692%56.254%
1300FlexibilitySoft SkillsWork ethic1 85,9693.047% 17,4513.377% 0.330%10.821%
232IndependenceSoft SkillsInterpersonal skills1 13,0140.461% 2,1910.424% -0.037%-8.088%
13Initiative/Motivation to workSoft SkillsWork ethic5 340,54012.070% 66,71612.910% 0.840%6.956%
256InnovationSoft SkillsProblem-solving skills1 193,3726.854% 42,3558.196% 1.342%19.579%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 228,0878.084% 41,5258.035% -0.049%-0.608%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 1,3820.049% 2130.041% -0.008%-15.858%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 177,2376.282% 36,1636.998% 0.716%11.392%
10LeadershipSoft SkillsInterpersonal skills1 546,42319.367% 110,04221.293% 1.926%9.944%
258LearningSoft SkillsProblem-solving skills1 184,2276.530% 44,4668.604% 2.075%31.770%
1Learning AbilitySoft SkillsProblem-solving skills3 52,2541.852% 11,2402.175% 0.323%17.433%
236ListeningSoft SkillsLanguage skills1 40,5331.437% 9,4921.837% 0.400%27.847%
260MathematicsSoft SkillsProblem-solving skills3 184,2576.531% 33,9976.578% 0.048%0.730%
261MemorizationSoft SkillsProblem-solving skills1 720.003% 20.000% -0.002%-84.835%
18Negotiation SkillsSoft SkillsLanguage skills1 21,4680.761% 3,4460.667% -0.094%-12.367%
262OptimizationSoft SkillsProblem-solving skills1 151,5885.373% 33,1226.409% 1.036%19.287%
19Oral CommunicationsSoft SkillsLanguage skills3 41,9931.488% 6,8291.321% -0.167%-11.219%
273PersistenceSoft SkillsWork ethic1 12,2350.434% 2,6450.512% 0.078%18.022%
239PersuasionSoft SkillsLanguage skills1 3,7010.131% 6400.124% -0.007%-5.593%
1301Physical SkillSoft SkillsWork ethic2 2,4320.086% 5370.104% 0.018%20.546%
240PresentationsSoft SkillsLanguage skills1 119,0874.221% 18,9173.660% -0.560%-13.278%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 552,16019.571% 110,45821.374% 1.803%9.213%
20Questioning skillsSoft SkillsLanguage skills1 8690.031% 2240.043% 0.013%40.725%
241Reading ComprehensionSoft SkillsLanguage skills1 5380.019% 1220.024% 0.005%23.800%
6Research skillsSoft SkillsProblem-solving skills1 4,3870.155% 7520.146% -0.010%-6.418%
15ResponsibilitySoft SkillsWork ethic2 254,9999.038% 40,7597.887% -1.151%-12.738%
234Self ControlSoft SkillsInterpersonal skills1 3090.011% 1020.020% 0.009%80.212%
11Self-esteemSoft SkillsInterpersonal skills1 2080.007% 720.014% 0.007%88.978%
16Self-managementSoft SkillsWork ethic1 3,3200.118% 8380.162% 0.044%37.800%
250Stress ToleranceSoft SkillsPhysical skills1 4080.014% 690.013% -0.001%-7.672%
12TeamworkSoft SkillsInterpersonal skills1 116,3674.125% 20,8184.028% -0.096%-2.332%
17Time ManagementSoft SkillsWork ethic2 96,0733.405% 18,6513.609% 0.204%5.985%
268VisualizationSoft SkillsProblem-solving skills1 33,6101.191% 11,9062.304% 1.113%93.392%
7Working under pressureSoft SkillsProblem-solving skills1 1,4830.053% 4560.088% 0.036%67.867%
21Written CommunicationsSoft SkillsLanguage skills4 430,31015.252% 82,62915.989% 0.737%4.832%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 88,2013.126% 27,9715.412% 2.286%73.132%
172Account managementBusiness SkillsManagement skills1 23,6030.837% 3,4300.664% -0.173%-20.664%
22AccountingBusiness SkillsBusiness processes4 162,3625.755% 23,0044.451% -1.303%-22.650%
1263Accounting softwareBusiness SkillsBusiness processes7 17,1530.608% 2,4950.483% -0.125%-20.590%
174AdministrationBusiness SkillsManagement skills3 588,15520.847% 102,90719.913% -0.934%-4.480%
1313AnalystBusiness SkillsProject management1 421,52214.940% 72,36114.002% -0.938%-6.281%
175Application managementBusiness SkillsManagement skills5 210,9557.477% 42,6318.249% 0.772%10.326%
150Asset managementBusiness SkillsBusiness processes1 33,9061.202% 6,3651.232% 0.030%2.486%
151AuditingBusiness SkillsBusiness processes5 115,6214.098% 22,7534.403% 0.305%7.435%
1264Auditing softwareBusiness SkillsBusiness processes1 930.003% 40.001% -0.003%-76.519%
152BillingBusiness SkillsBusiness processes1 42,5891.510% 6,1261.185% -0.324%-21.472%
1314Business AnalystBusiness SkillsProject management1 147,3645.223% 24,2744.697% -0.526%-10.073%
35Business IntelligenceBusiness SkillsStrategy skills1 124,9344.428% 24,4734.736% 0.307%6.942%
155Business performance management (BPM)Business SkillsBusiness processes2 17,9480.636% 3,9110.757% 0.121%18.964%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 31,0181.099% 2,0970.406% -0.694%-63.091%
36Business StrategyBusiness SkillsStrategy skills3 464,68816.470% 86,68316.773% 0.303%1.839%
182Calendar and schedulingBusiness SkillsProject management3 104,9883.721% 15,3992.980% -0.741%-19.925%
156Capacity planningBusiness SkillsBusiness processes1 65,2982.314% 11,7762.279% -0.036%-1.544%
28Change ManagementBusiness SkillsManagement skills1 105,7413.748% 21,9894.255% 0.507%13.528%
183Content workflowBusiness SkillsProject management1 1110.004% 160.003% -0.001%-21.306%
24Contracting and legalBusiness SkillsBusiness processes2 103,8113.679% 20,4683.961% 0.281%7.640%
176CoordinationBusiness SkillsManagement skills1 117,0594.149% 20,2173.912% -0.237%-5.712%
157Cost accountingBusiness SkillsBusiness processes1 1,8020.064% 2650.051% -0.013%-19.715%
158Cost estimationBusiness SkillsBusiness processes1 2,2210.079% 3460.067% -0.012%-14.951%
1312Customer SupportBusiness SkillsBusiness processes6 526,98818.679% 88,38217.102% -1.576%-8.440%
1339EducationBusiness SkillsIndustry Segment1 20,9380.742% 3,1520.610% -0.132%-17.815%
1333EnergyBusiness SkillsIndustry Segment1 131,2164.651% 22,2754.310% -0.341%-7.323%
1340EntertainmentBusiness SkillsIndustry Segment1 57,8512.050% 9,8581.908% -0.143%-6.971%
1319EnvironmentalBusiness SkillsEnvironmental15 50,4821.789% 9,5241.843% 0.054%2.997%
1320Environmental StrategyBusiness SkillsEnvironmental7 19,6610.697% 9,3941.818% 1.121%160.848%
161FinancialBusiness SkillsBusiness processes2 513,05618.185% 92,67917.934% -0.251%-1.381%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 1,8310.065% 1450.028% -0.037%-56.766%
1332Health CareBusiness SkillsIndustry Segment2 298,98010.597% 52,84210.225% -0.372%-3.511%
177Human resourcesBusiness SkillsManagement skills2 87,7213.109% 9,6091.859% -1.250%-40.198%
1336InsuranceBusiness SkillsIndustry Segment1 16,0490.569% 3,0260.586% 0.017%2.935%
1316Managing/SupervisionBusiness SkillsManagement skills5 978,11734.668% 150,05529.036% -5.632%-16.247%
1334ManufacturingBusiness SkillsIndustry Segment2 154,7115.484% 21,9684.251% -1.233%-22.480%
26MarketingBusiness SkillsBusiness processes1 224,4357.955% 31,0116.001% -1.954%-24.566%
185MonitoringBusiness SkillsProject management1 324,08911.487% 68,78313.310% 1.823%15.867%
179NegotiationBusiness SkillsManagement skills1 80,8972.867% 14,3812.783% -0.085%-2.949%
163Operation and ControlBusiness SkillsBusiness processes2 1,3440.048% 2100.041% -0.007%-14.697%
29Outsourcing ManagementBusiness SkillsManagement skills3 66,7182.365% 10,6222.055% -0.309%-13.083%
167ProcurementBusiness SkillsBusiness processes1 40,6431.441% 6,2531.210% -0.231%-16.007%
1290Project Management softwareBusiness SkillsProject management2 68,8172.439% 10,5202.036% -0.404%-16.543%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 465,11716.486% 75,12414.537% -1.949%-11.822%
168QualityBusiness SkillsBusiness processes1 807,94728.637% 160,75831.107% 2.470%8.626%
1337Real EstateBusiness SkillsIndustry Segment2 16,4320.582% 3,7540.726% 0.144%24.723%
1335RetailBusiness SkillsIndustry Segment2 398,60414.128% 53,72510.396% -3.732%-26.417%
34Risk ManagementBusiness SkillsProject management1 69,8442.476% 14,4592.798% 0.322%13.019%
169Service OrientationBusiness SkillsBusiness processes1 18,8650.669% 3,3840.655% -0.014%-2.070%
27Supply Chain ManagementBusiness SkillsBusiness processes3 72,2462.561% 11,3582.198% -0.363%-14.172%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 5,1300.182% 6340.123% -0.059%-32.529%
178TeachingBusiness SkillsManagement skills7 63,9112.265% 10,0821.951% -0.314%-13.878%
190TimekeepingBusiness SkillsProject management3 30,3421.075% 4,4940.870% -0.206%-19.140%
1296Timekeeping softwareBusiness SkillsProject management1 2,9120.103% 4790.093% -0.011%-10.198%
171Total quality management (TQM)Business SkillsBusiness processes2 3,2380.115% 2780.054% -0.061%-53.128%
180TroubleshootingBusiness SkillsManagement skills1 394,06313.967% 81,17615.708% 1.741%12.462%
181VerificationBusiness SkillsManagement skills1 184,4736.538% 113,16921.898% 15.360%234.917%
1338Waste ManagementBusiness SkillsIndustry Segment1 2,2170.079% 3730.072% -0.006%-8.149%
191WorkflowBusiness SkillsProject management1 122,2844.334% 23,0814.466% 0.132%3.045%
31Working GloballyBusiness SkillsManagement skills3 17,9220.635% 1,0580.205% -0.431%-67.771%
32Working with Virtual TeamsBusiness SkillsManagement skills2 5,1690.183% 1,1820.229% 0.046%24.840%
514GLTechnical SkillsSoftware development3 4,6830.166% 4080.079% -0.087%-52.436%
987Access servers & softwareTechnical SkillsNetwork10 90,9223.223% 19,7333.818% 0.596%18.486%
38Agile Development MethodsTechnical SkillsSoftware development3 100,5513.564% 31,2936.055% 2.491%69.904%
304Algorithmic softwareTechnical SkillsBusiness applications1 1060.004% 40.001% -0.003%-79.399%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 3,5560.126% 3470.067% -0.059%-46.727%
1352AndroidTechnical SkillsMobile Platforms3 59,2792.101% 23,7644.598% 2.497%118.857%
1351Apple iOSTechnical SkillsMobile Platforms6 44,9631.594% 13,3052.575% 0.981%61.548%
120Apple operating systemsTechnical SkillsBusiness applications6 82,4532.922% 20,8874.042% 1.119%38.297%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 5,4140.192% 3750.073% -0.119%-62.186%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 1460.005% 310.006% 0.001%15.918%
1265Backup & RecoveryTechnical SkillsTechnical applications16 227,6808.070% 38,4277.436% -0.634%-7.859%
1353BlackberryTechnical SkillsMobile Platforms2 24,1420.856% 2,3780.460% -0.396%-46.225%
336Borland DelphiTechnical SkillsBusiness applications1 5,1150.181% 7280.141% -0.040%-22.299%
337Borland JBuilderTechnical SkillsBusiness applications1 3,7850.134% 970.019% -0.115%-86.009%
338Borland ParadoxTechnical SkillsBusiness applications1 2460.009% 190.004% -0.005%-57.834%
72Business Continuity PlanningTechnical SkillsHardware2 31,9181.131% 6,0841.177% 0.046%4.063%
352Cadence OpusTechnical SkillsBusiness applications1 1,2790.045% 1200.023% -0.022%-48.778%
868CalculatorsTechnical SkillsHardware1 1,8420.065% 3490.068% 0.002%3.438%
39CASE ToolsTechnical SkillsSoftware development1 113,6444.028% 19,5243.778% -0.250%-6.208%
367Categorization or classification softwareTechnical SkillsBusiness applications1 13,8650.491% 2,6850.520% 0.028%5.722%
112CertificationTechnical SkillsMisc3 461,60016.361% 85,67716.579% 0.218%1.331%
78CiscoTechnical SkillsHardware1 139,6694.950% 29,0635.624% 0.673%13.601%
1009Cisco Systems IOSTechnical SkillsNetwork1 59,7862.119% 25,1314.863% 2.744%129.484%
40Client-ServerTechnical SkillsSoftware development1 61,6692.186% 7,5491.461% -0.725%-33.171%
1011Cluster server softwareTechnical SkillsNetwork8 51,4271.823% 10,6252.056% 0.233%12.792%
1147CMAKETechnical SkillsSoftware development1 5530.020% 3810.074% 0.054%276.134%
1151Compatibility testingTechnical SkillsSoftware development1 1,5210.054% 5670.110% 0.056%103.515%
1152CompilersTechnical SkillsSoftware development5 29,5651.048% 3,9780.770% -0.278%-26.544%
1255Compliance softwareTechnical SkillsTechnical applications3 12,3640.438% 2,9050.562% 0.124%28.271%
385Computer aided design (CAD)Technical SkillsBusiness applications12 22,9280.813% 3,2470.628% -0.184%-22.686%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 4,1360.147% 7240.140% -0.007%-4.435%
875Computer diagnosticsTechnical SkillsHardware5 124,5984.416% 23,1474.479% 0.063%1.421%
1107Computer forensicsTechnical SkillsSecurity1 6,7830.240% 6800.132% -0.109%-45.270%
1266Computer HardwareTechnical SkillsHardware15 61,1422.167% 9,5941.856% -0.311%-14.335%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 2,2020.078% 3410.066% -0.012%-15.457%
1015Computer serversTechnical SkillsNetwork6 291,77610.342% 49,2449.529% -0.813%-7.860%
1267Computer UtilitiesTechnical SkillsMisc1 2,1350.076% 5210.101% 0.025%33.224%
59Content ManagerTechnical SkillsBusiness applications1 2,3510.083% 3770.073% -0.010%-12.455%
878ControllersTechnical SkillsHardware3 18,3720.651% 4,2810.828% 0.177%27.213%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 2,6870.095% 6300.122% 0.027%28.002%
407Customer information control system (CICS)Technical SkillsBusiness applications2 11,8360.420% 1,6470.319% -0.101%-24.032%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 138,9334.924% 24,0144.647% -0.278%-5.637%
953Data acquisition systemsTechnical SkillsInformation mgmt1 14,9340.529% 2,6230.508% -0.022%-4.112%
955Data compression softwareTechnical SkillsInformation mgmt1 11,0940.393% 1,5010.290% -0.103%-26.136%
956Data conversion softwareTechnical SkillsInformation mgmt1 12,5440.445% 2,2670.439% -0.006%-1.336%
958Data dictionaryTechnical SkillsInformation mgmt1 8,3620.296% 1,2050.233% -0.063%-21.328%
959Data entryTechnical SkillsInformation mgmt1 11,0730.392% 1,3090.253% -0.139%-35.462%
962Data mappingTechnical SkillsInformation mgmt1 14,9280.529% 3,2380.627% 0.097%18.418%
67Data MiningTechnical SkillsInformation mgmt5 52,8031.872% 11,4022.206% 0.335%17.887%
963Data modelingTechnical SkillsInformation mgmt1 102,5903.636% 19,9943.869% 0.233%6.399%
68Data WarehousingTechnical SkillsInformation mgmt2 150,5095.335% 28,2615.469% 0.134%2.510%
69Database AdministrationTechnical SkillsInformation mgmt12 194,6476.899% 35,7876.925% 0.026%0.374%
969Database design softwareTechnical SkillsInformation mgmt15 167,2525.928% 27,5785.336% -0.592%-9.981%
1268Database ReportingTechnical SkillsInformation mgmt3 46,2751.640% 4,9020.949% -0.692%-42.168%
1269Database SecurityTechnical SkillsInformation mgmt2 5320.019% 1690.033% 0.014%73.427%
1270Database ServersTechnical SkillsInformation mgmt3 40,3051.429% 4,4640.864% -0.565%-39.535%
1271Database TestingTechnical SkillsInformation mgmt1 2,8090.100% 7120.138% 0.038%38.379%
1160DebuggingTechnical SkillsSoftware development7 224,8427.969% 45,0838.724% 0.754%9.466%
418Desktop publishing softwareTechnical SkillsBusiness applications13 35,6321.263% 4,3510.842% -0.421%-33.336%
1272Development EnvironmentTechnical SkillsSoftware development13 151,6585.375% 30,0705.819% 0.443%8.246%
1273Digital ImagingTechnical SkillsHardware1 8130.029% 330.006% -0.022%-77.840%
883Digital Signal Processor (DSP)Technical SkillsHardware2 9,5930.340% 1,2850.249% -0.091%-26.871%
423Disk operating system (DOS)Technical SkillsBusiness applications1 8,3750.297% 8200.159% -0.138%-46.547%
1307Doctor of PhilosophyTechnical SkillsMisc3 114,5884.061% 14,1482.738% -1.324%-32.594%
973Document management softwareTechnical SkillsInformation mgmt4 22,8550.810% 3,3970.657% -0.153%-18.856%
1020Domain name system (DNS)Technical SkillsNetwork3 98,6633.497% 19,5053.774% 0.277%7.928%
61DreamweaverTechnical SkillsSoftware development1 14,2650.506% 1,0100.195% -0.310%-61.346%
54DSS/GDSSTechnical SkillsBusiness applications5 32,8151.163% 4,7920.927% -0.236%-20.276%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 970.003% 60.001% -0.002%-66.231%
62EclipseTechnical SkillsSoftware development1 67,3732.388% 12,6732.452% 0.064%2.692%
1308Electronic CommerceTechnical SkillsBusiness applications2 138,5974.912% 25,1134.859% -0.053%-1.079%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 25,1580.892% 4,5730.885% -0.007%-0.764%
1023Electronic mail softwareTechnical SkillsNetwork8 43,2231.532% 6,3481.228% -0.304%-19.820%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 130,0334.609% 19,4623.766% -0.843%-18.290%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications15 130,1354.613% 19,8593.843% -0.770%-16.688%
1321Environmental CertificationTechnical SkillsEnvironmental1 1550.005% 310.006% 0.001%9.187%
1328Environmental CleanupTechnical SkillsEnvironmental1 4030.014% 2720.053% 0.038%268.473%
1329Environmental EnergyTechnical SkillsEnvironmental21 7,5290.267% 1,7130.331% 0.065%24.212%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 8,3030.294% 1,8840.365% 0.070%23.876%
1327Environmental PollutionTechnical SkillsEnvironmental16 5,6620.201% 1,0020.194% -0.007%-3.386%
1324Environmental Pollution ControlTechnical SkillsEnvironmental7 3,6110.128% 6380.123% -0.005%-3.543%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental7 1,4370.051% 1580.031% -0.020%-39.974%
1326Environmental Product StewardshipTechnical SkillsEnvironmental11 4,9460.175% 8830.171% -0.004%-2.535%
1331Environmental ScienceTechnical SkillsEnvironmental2 3620.013% 2340.045% 0.032%252.898%
1322Environmental TechnologyTechnical SkillsEnvironmental2 3790.013% 410.008% -0.005%-40.941%
461Expert system softwareTechnical SkillsBusiness applications1 1,0640.038% 1950.038% 0.000%0.054%
1359FacebookTechnical SkillsSocial Networking1 417,13514.785% 158,76730.722% 15.937%107.791%
463Facilities management softwareTechnical SkillsBusiness applications4 4,8560.172% 6350.123% -0.049%-28.610%
468Flight control softwareTechnical SkillsBusiness applications1 9570.034% 990.019% -0.015%-43.524%
469Flowchart softwareTechnical SkillsBusiness applications5 8,7050.309% 1,9850.384% 0.076%24.490%
1112Fraud DetectionTechnical SkillsSecurity1 13,3490.473% 3,1290.605% 0.132%27.967%
63FrontPageTechnical SkillsSoftware development1 2,4450.087% 580.011% -0.075%-87.049%
475Fund accounting softwareTechnical SkillsBusiness applications1 6400.023% 1290.025% 0.002%10.040%
1260GamingTechnical SkillsMisc2 62,1482.203% 14,1832.744% 0.542%24.590%
113Generic databasesTechnical SkillsInformation mgmt2 468,74916.614% 91,98917.800% 1.186%7.137%
1365Google AppsTechnical SkillsBusiness applications4 11,1480.395% 1,9020.368% -0.027%-6.856%
1364Google PlusTechnical SkillsSocial Networking1 1,3060.046% 40.001% -0.046%-98.328%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications31 139,6084.948% 23,6554.577% -0.371%-7.497%
484Graphic softwareTechnical SkillsBusiness applications16 210,5827.464% 36,0526.976% -0.488%-6.535%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 62,0152.198% 7,1171.377% -0.821%-37.347%
1323Green ITTechnical SkillsEnvironmental9 6,5500.232% 1,0480.203% -0.029%-12.650%
893Guidance systemsTechnical SkillsHardware1 1390.005% 60.001% -0.004%-76.434%
895Hardware description language (HDL)Technical SkillsHardware2 8800.031% 900.017% -0.014%-44.166%
1277Hardware DesignTechnical SkillsHardware19 22,7540.806% 3,3720.652% -0.154%-19.096%
1278Hardware TestingTechnical SkillsHardware4 7,9030.280% 6910.134% -0.146%-52.266%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 8050.029% 700.014% -0.015%-52.527%
492Helpdesk or call centerTechnical SkillsBusiness applications2 98,8373.503% 14,5122.808% -0.695%-19.841%
114IBM databasesTechnical SkillsInformation mgmt2 80,7132.861% 12,9322.502% -0.358%-12.529%
121IBM operating systemsTechnical SkillsBusiness applications4 58,2502.065% 6,6091.279% -0.786%-38.058%
898Image capture devicesTechnical SkillsHardware8 12,8920.457% 2,3440.454% -0.003%-0.739%
524Industrial control softwareTechnical SkillsBusiness applications3 11,0180.391% 1,7200.333% -0.058%-14.775%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 43,9611.558% 7,6611.482% -0.076%-4.861%
899InfraredTechnical SkillsHardware1 2,1690.077% 1620.031% -0.046%-59.225%
1180InstallationTechnical SkillsSoftware development1 241,9288.575% 37,4297.243% -1.332%-15.537%
901Interface definition language (IDL)Technical SkillsHardware1 1,1240.040% 1020.020% -0.020%-50.458%
536Internet browser softwareTechnical SkillsBusiness applications4 16,8490.597% 2,0860.404% -0.194%-32.410%
541Inventory management softwareTechnical SkillsBusiness applications3 12,5490.445% 2,1360.413% -0.031%-7.075%
73IT Architecture/StandardsTechnical SkillsHardware2 19,5570.693% 3,6900.714% 0.021%3.007%
1357Java METechnical SkillsMobile Platforms2 1,0770.038% 660.013% -0.025%-66.544%
1035KernelTechnical SkillsNetwork1 33,9451.203% 4,2570.824% -0.379%-31.535%
907LasersTechnical SkillsHardware1 7340.026% 990.019% -0.007%-26.365%
1038License management softwareTechnical SkillsNetwork1 1,8200.065% 4120.080% 0.015%23.586%
1361LinkedInTechnical SkillsSocial Networking1 24,5590.870% 6,6861.294% 0.423%48.627%
908Mainframe computersTechnical SkillsHardware2 64,0512.270% 8,6421.672% -0.598%-26.340%
124Mainframe operating systemsTechnical SkillsBusiness applications8 37,5081.329% 4,3400.840% -0.490%-36.830%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 66,2092.347% 9,6041.858% -0.488%-20.809%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 11,7390.416% 1,4750.285% -0.131%-31.403%
1281Medical softwareTechnical SkillsBusiness applications9 15,6780.556% 3,5200.681% 0.125%22.573%
115Microsoft databasesTechnical SkillsInformation mgmt5 453,42116.071% 83,03516.067% -0.004%-0.023%
119Microsoft operating systemsTechnical SkillsBusiness applications4 622,26922.056% 92,90317.977% -4.079%-18.493%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 18,1530.643% 4,8840.945% 0.302%46.882%
625MultimediaTechnical SkillsBusiness applications1 26,2400.930% 2,5370.491% -0.439%-47.216%
1362MySpaceTechnical SkillsSocial Networking1 3,6870.131% 130.003% -0.128%-98.075%
74Network administrationTechnical SkillsHardware12 199,0807.056% 30,1145.827% -1.229%-17.418%
1282Network Administration softwareTechnical SkillsNetwork18 148,1665.252% 29,7255.752% 0.500%9.526%
1283Network HardwareTechnical SkillsNetwork11 113,2024.012% 18,7423.627% -0.386%-9.613%
1284Network Monitoring softwareTechnical SkillsNetwork15 79,6362.823% 17,1363.316% 0.493%17.474%
1059Network operation system software (NOS)Technical SkillsNetwork2 2,7850.099% 6830.132% 0.033%33.887%
1122Network securityTechnical SkillsSecurity1 94,3063.343% 20,4583.959% 0.616%18.431%
1285Network Security softwareTechnical SkillsSecurity35 203,6277.217% 44,3448.581% 1.363%18.889%
1286Network softwareTechnical SkillsNetwork6 52,3691.856% 8,5581.656% -0.200%-10.785%
1287Network TestingTechnical SkillsNetwork11 46,9061.663% 8,8291.708% 0.046%2.760%
1065Novell network softwareTechnical SkillsNetwork2 4,1770.148% 940.018% -0.130%-87.714%
643OberonTechnical SkillsBusiness applications1 4010.014% 1530.030% 0.015%108.300%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 417,99014.815% 79,57615.398% 0.583%3.934%
1288Office ApplicationsTechnical SkillsBusiness applications13 354,70612.572% 57,81111.187% -1.386%-11.022%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 36,2541.285% 4,4180.855% -0.430%-33.471%
116Open-source databasesTechnical SkillsInformation mgmt4 185,0416.559% 46,3338.966% 2.407%36.699%
118Open-source operating systemsTechnical SkillsBusiness applications8 522,99418.537% 104,60120.241% 1.703%9.190%
56Operating SystemsTechnical SkillsBusiness applications3 279,5479.908% 45,5038.805% -1.103%-11.136%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 1,6820.060% 4240.082% 0.022%37.620%
117Oracle databasesTechnical SkillsInformation mgmt1 520,82218.460% 81,95515.858% -2.602%-14.093%
1354Palm OSTechnical SkillsMobile Platforms3 3,1660.112% 1230.024% -0.088%-78.790%
1289Physical ToolsTechnical SkillsHardware1 1560.006% 200.004% -0.002%-30.008%
683Point of sale (POS)Technical SkillsBusiness applications3 16,6280.589% 3,3420.647% 0.057%9.726%
931PrintersTechnical SkillsHardware3 23,7660.842% 4,0400.782% -0.061%-7.196%
43ProgrammingTechnical SkillsSoftware development1 840,03829.774% 148,32228.701% -1.074%-3.606%
700ProvisioningTechnical SkillsBusiness applications1 41,7091.478% 11,2442.176% 0.697%47.175%
1258Rate ControlTechnical SkillsTechnical applications1 1820.006% 110.002% -0.004%-67.004%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 38,9061.379% 2,8230.546% -0.833%-60.387%
1077Remote control softwareTechnical SkillsNetwork2 2,7180.096% 4680.091% -0.006%-5.998%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 1,9240.068% 3560.069% 0.001%1.015%
1262RoboticsTechnical SkillsHardware3 11,9840.425% 2,8550.552% 0.128%30.061%
1318RSATechnical SkillsSecurity1 13,7840.489% 2,2960.444% -0.044%-9.063%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 89,3993.169% 30,8455.969% 2.800%88.362%
44SDLCTechnical SkillsSoftware development7 390,51113.841% 81,68915.807% 1.966%14.202%
1132Secure shell (SSH)Technical SkillsSecurity1 3100.011% 650.013% 0.002%14.471%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 40,5941.439% 8,6331.671% 0.232%16.103%
76SecurityTechnical SkillsHardware4 1,991,95370.603% 514,81099.617% 29.014%41.095%
1315Security ClearanceTechnical SkillsMisc2 209,8097.436% 21,0724.077% -3.359%-45.169%
1135Security testing softwareTechnical SkillsSecurity1 7,8980.280% 2,0150.390% 0.110%39.284%
60Sharepoint ServerTechnical SkillsBusiness applications1 11,2510.399% 1,1970.232% -0.167%-41.918%
1084Signal generatorsTechnical SkillsNetwork1 5710.020% 1110.021% 0.001%6.128%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 29,1721.034% 4,4310.857% -0.177%-17.076%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 126,4834.483% 31,4146.079% 1.596%35.592%
1220Simulation softwareTechnical SkillsSoftware development5 46,7721.658% 5,6581.095% -0.563%-33.958%
1366Social NetworkTechnical SkillsSocial Networking1 10,2770.364% 3,4690.671% 0.307%84.281%
1358Social NetworkingTechnical SkillsSocial Networking1 17,8670.633% 1,0670.206% -0.427%-67.397%
42Software DevelopmentTechnical SkillsSoftware development2 778,01227.576% 136,31226.377% -1.199%-4.349%
1291Software Development softwareTechnical SkillsSoftware development3 5,7910.205% 6310.122% -0.083%-40.514%
1309Software EngineeringTechnical SkillsSoftware development1 456,33616.174% 83,16316.092% -0.082%-0.508%
1292Software InstallationTechnical SkillsSoftware development4 343,70512.182% 75,75814.659% 2.477%20.333%
1223Software librariesTechnical SkillsSoftware development1 1,0530.037% 2140.041% 0.004%10.950%
1293Software MaintenanceTechnical SkillsSoftware development1 24,8860.882% 5,0510.977% 0.095%10.806%
1294Software TestingTechnical SkillsSoftware development14 347,68112.323% 70,07813.560% 1.237%10.038%
1225Source code management (SCM)Technical SkillsSoftware development5 122,7004.349% 26,5085.129% 0.780%17.944%
1229Static analysis softwareTechnical SkillsSoftware development1 2,8790.102% 9670.187% 0.085%83.369%
772Statistical analysis softwareTechnical SkillsBusiness applications26 207,9827.372% 42,0778.142% 0.770%10.449%
774Statistical softwareTechnical SkillsBusiness applications1 97,0053.438% 18,4813.576% 0.138%4.010%
1230Stress testing softwareTechnical SkillsSoftware development1 8,3000.294% 1,4510.281% -0.013%-4.560%
122Sun operating systemsTechnical SkillsBusiness applications3 132,0824.682% 11,0122.131% -2.551%-54.484%
939Surveillance systemsTechnical SkillsHardware5 24,0410.852% 3,3780.654% -0.198%-23.290%
791Symantec softwareTechnical SkillsBusiness applications1 22,6380.802% 3,9560.765% -0.037%-4.597%
1355SymbianTechnical SkillsMobile Platforms1 1080.004% 00.000% -0.004%-100.000%
1310System AdministrationTechnical SkillsNetwork4 197,2466.991% 32,1996.231% -0.761%-10.880%
45System TestingTechnical SkillsSoftware development5 66,9682.374% 12,2312.367% -0.007%-0.290%
46Systems AnalysisTechnical SkillsSoftware development8 249,7658.853% 38,8207.512% -1.341%-15.147%
47Systems DesignTechnical SkillsSoftware development1 43,3901.538% 6,2021.200% -0.338%-21.966%
1233Systems EvaluationTechnical SkillsSoftware development1 2540.009% 750.015% 0.006%61.202%
1234Systems integrationTechnical SkillsSoftware development8 147,9485.244% 19,0873.693% -1.551%-29.568%
75TCP/IPTechnical SkillsHardware3 179,9126.377% 27,6375.348% -1.029%-16.136%
1235Technology DesignTechnical SkillsSoftware development1 2,5730.091% 3040.059% -0.032%-35.498%
1236TemplatesTechnical SkillsSoftware development1 45,0011.595% 9,1611.773% 0.178%11.138%
1239Test implementationTechnical SkillsSoftware development1 1,1550.041% 2620.051% 0.010%23.840%
1302TestingTechnical SkillsSoftware development1 942,74633.415% 187,53536.288% 2.874%8.600%
1297Training softwareTechnical SkillsBusiness applications3 2,3700.084% 1420.027% -0.057%-67.290%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 4,1230.146% 6310.122% -0.024%-16.448%
1360TwitterTechnical SkillsSocial Networking1 35,6931.265% 6,5941.276% 0.011%0.857%
123UNIX operating systemsTechnical SkillsBusiness applications5 492,64817.461% 64,40812.463% -4.998%-28.625%
1298UNIX ShellsTechnical SkillsBusiness applications4 113,1884.012% 21,3014.122% 0.110%2.741%
48User-Interface DesignTechnical SkillsSoftware development2 200,0957.092% 47,8599.261% 2.169%30.578%
836Video creation and editing softwareTechnical SkillsBusiness applications3 12,8100.454% 2,1070.408% -0.046%-10.204%
64Visual StudioTechnical SkillsSoftware development1 114,7554.067% 22,9144.434% 0.367%9.011%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 3,6240.128% 8030.155% 0.027%20.968%
77Voice/Data TelecomTechnical SkillsHardware10 214,0347.586% 30,7465.949% -1.637%-21.576%
1299Web Application ServerTechnical SkillsBusiness applications8 149,0845.284% 20,3473.937% -1.347%-25.491%
1248Web platform development softwareTechnical SkillsSoftware development5 9,6100.341% 5420.105% -0.236%-69.209%
65web programmerTechnical SkillsSoftware development4 36,2641.285% 3,7800.731% -0.554%-43.094%
58Web serversTechnical SkillsBusiness applications6 235,9058.361% 39,1217.570% -0.791%-9.465%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 170,7696.053% 33,7126.523% 0.471%7.775%
1356Windows CETechnical SkillsMobile Platforms4 20,6500.732% 2,1590.418% -0.314%-42.921%
1102WirelessTechnical SkillsNetwork5 125,9474.464% 19,5683.786% -0.678%-15.179%
1363YouTubeTechnical SkillsSocial Networking2 6,0660.215% 1,1750.227% 0.012%5.749%
79.NETProgramming SkillsCurrent1 364,15412.907% 67,08812.982% 0.075%0.578%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 920.003% 80.002% -0.002%-52.527%
209A programming language (APL)Programming SkillsLegacy2 4,4560.158% 4870.094% -0.064%-40.334%
99AdaProgramming SkillsLegacy1 9,8110.348% 1,1120.215% -0.133%-38.122%
80AJAXProgramming SkillsCurrent1 202,2097.167% 30,5625.914% -1.253%-17.487%
210Algorithmic language (ALGOL)Programming SkillsLegacy1 720.003% 210.004% 0.002%59.232%
192Apple AppleScriptProgramming SkillsCurrent1 4840.017% 1120.022% 0.005%26.332%
81ASPProgramming SkillsCurrent2 250,4058.875% 41,6778.065% -0.811%-9.135%
108AssemblyProgramming SkillsLegacy2 9,3070.330% 5970.116% -0.214%-64.981%
211AWKProgramming SkillsLegacy1 7,2350.256% 1,1130.215% -0.041%-16.016%
212BProgramming SkillsLegacy1 35,3761.254% 6,7371.304% 0.050%3.968%
83C#Programming SkillsCurrent2 359,51212.743% 77,40114.977% 2.235%17.537%
82C/C++Programming SkillsCurrent3 532,36318.869% 80,74115.624% -3.246%-17.200%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 272,2179.648% 77,73215.041% 5.393%55.893%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 8630.031% 2420.047% 0.016%53.090%
84CGIProgramming SkillsCurrent2 22,3920.794% 5,0470.977% 0.183%23.050%
217ClipperProgramming SkillsLegacy1 5530.020% 1050.020% 0.001%3.659%
218CLUProgramming SkillsLegacy1 1820.006% 200.004% -0.003%-40.007%
100CobolProgramming SkillsLegacy1 24,1280.855% 3,3360.646% -0.210%-24.517%
85ColdFusionProgramming SkillsCurrent2 20,2260.717% 1,4950.289% -0.428%-59.647%
219Combined programming language (CPL)Programming SkillsLegacy1 3850.014% 200.004% -0.010%-71.640%
195Component object model (COM)Programming SkillsCurrent1 5260.019% 130.003% -0.016%-86.507%
125Database programmingProgramming SkillsCurrent3 82,8502.937% 10,6052.052% -0.884%-30.119%
196Distributed component object model (DCOM)Programming SkillsCurrent1 5,2620.187% 2350.045% -0.141%-75.619%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 20,6350.731% 2,9810.577% -0.155%-21.132%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 5,2540.186% 1,1210.217% 0.031%16.482%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 36,1691.282% 3,6600.708% -0.574%-44.756%
109ForthProgramming SkillsLegacy1 7,6020.269% 1,9700.381% 0.112%41.475%
102FortranProgramming SkillsLegacy1 5,2780.187% 6460.125% -0.062%-33.180%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 576,07520.418% 99,18319.192% -1.226%-6.006%
222JProgramming SkillsLegacy1 10,4550.371% 1,5070.292% -0.079%-21.308%
87Java/J2EE/J2PProgramming SkillsCurrent4 757,65826.854% 150,28129.080% 2.225%8.286%
97JavaScriptProgramming SkillsCurrent3 439,34315.572% 115,07022.266% 6.694%42.988%
89JavaServer FacesProgramming SkillsCurrent3 30,5801.084% 4,3270.837% -0.247%-22.751%
88JavaServer PagesProgramming SkillsCurrent3 129,6294.595% 15,0692.916% -1.679%-36.536%
223Job control language (JCL)Programming SkillsLegacy2 13,9850.496% 2,1180.410% -0.086%-17.319%
126LAMPProgramming SkillsCurrent1 35,4911.258% 6,2751.214% -0.044%-3.475%
104LispProgramming SkillsLegacy1 2,2480.080% 3340.065% -0.015%-18.887%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 1,8290.065% 5400.104% 0.040%61.184%
201Microsoft ActiveXProgramming SkillsCurrent1 5,0120.178% 2030.039% -0.138%-77.888%
107PascalProgramming SkillsLegacy1 1,5620.055% 1420.027% -0.028%-50.369%
90PerlProgramming SkillsCurrent1 248,8148.819% 37,2677.211% -1.608%-18.230%
91PHPProgramming SkillsCurrent1 142,3165.044% 26,4345.115% 0.071%1.403%
103PL/1Programming SkillsLegacy3 5350.019% 580.011% -0.008%-40.814%
105PrologProgramming SkillsLegacy1 1,3940.049% 1660.032% -0.017%-34.989%
95PythonProgramming SkillsCurrent1 194,4656.893% 68,30613.217% 6.325%91.761%
228Register transfer language (RTL)Programming SkillsLegacy1 43,4621.540% 9,6561.868% 0.328%21.291%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 1,6200.057% 4210.081% 0.024%41.876%
206Scripting languagesProgramming SkillsCurrent1 72,9562.586% 15,4042.981% 0.395%15.270%
101SmalltalkProgramming SkillsLegacy1 9720.034% 390.008% -0.027%-78.095%
92SQLProgramming SkillsCurrent3 986,70534.973% 191,06336.971% 1.998%5.714%
110TCLProgramming SkillsLegacy1 16,1610.573% 1,3790.267% -0.306%-53.416%
98Unified Modeling LanguageProgramming SkillsCurrent2 97,9973.473% 10,0511.945% -1.529%-44.006%
93Visual BasicProgramming SkillsCurrent6 215,0257.621% 26,8245.191% -2.431%-31.895%
207Web service definition language (WSDL)Programming SkillsCurrent2 26,4310.937% 4,3200.836% -0.101%-10.770%
94XMLProgramming SkillsCurrent2 417,38414.794% 60,36711.681% -3.113%-21.040%
1342Computer ScienceMajorsComputer Science2 2,821,346100.000% 516,790100.000% 0.000%0.000%
1344Information TechnologyMajorsInformation Technology3 764,27927.089% 116,60722.564% -4.525%-16.706%
1343Management Information SystemsMajorsManagement Information Systems9 737,77026.150% 127,72424.715% -1.435%-5.487%

IT Degrees

Information Technology

2016-09-19Jobs Found:1,395,692Click on column headings to sort
Skill IDSkill NamePrimary CategorySecondary CategoryNumber of SynonymsOccurrencesFrequencyLast 2 years OccurrencesLast 2 years FrequencyLast 2 years Growth/DeclineMovement
252Analytical ThinkingSoft SkillsProblem-solving skills1 3,9090.280% 1,2000.618% 0.337%120.488%
2Attention to DetailsSoft SkillsProblem-solving skills1 3,6520.262% 7490.385% 0.124%47.306%
8Conflict ResolutionSoft SkillsInterpersonal skills1 9,3360.669% 2,4151.243% 0.574%85.792%
231CooperationSoft SkillsInterpersonal skills1 11,2510.806% 1,6170.832% 0.026%3.226%
3CreativitySoft SkillsProblem-solving skills3 37,6582.698% 7,8904.060% 1.362%50.484%
4Critical thinkingSoft SkillsProblem-solving skills3 17,6671.266% 6,0093.092% 1.826%144.292%
1300FlexibilitySoft SkillsWork ethic1 95,4236.837% 7,9894.111% -2.726%-39.868%
232IndependenceSoft SkillsInterpersonal skills1 7,6990.552% 1,2380.637% 0.085%15.493%
13Initiative/Motivation to workSoft SkillsWork ethic5 174,04212.470% 35,90118.475% 6.005%48.157%
256InnovationSoft SkillsProblem-solving skills1 95,6486.853% 24,49212.604% 5.751%83.915%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 167,92112.031% 23,90912.304% 0.272%2.265%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 8390.060% 1500.077% 0.017%28.410%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 96,1416.888% 21,11810.868% 3.979%57.766%
10LeadershipSoft SkillsInterpersonal skills1 307,44022.028% 53,41727.489% 5.461%24.793%
258LearningSoft SkillsProblem-solving skills1 148,73710.657% 14,1617.287% -3.369%-31.618%
1Learning AbilitySoft SkillsProblem-solving skills3 20,0831.439% 4,2862.206% 0.767%53.283%
236ListeningSoft SkillsLanguage skills1 50,7673.637% 4,6902.414% -1.224%-33.647%
260MathematicsSoft SkillsProblem-solving skills3 40,9062.931% 8,7014.478% 1.547%52.775%
261MemorizationSoft SkillsProblem-solving skills1 760.005% 70.004% -0.002%-33.846%
18Negotiation SkillsSoft SkillsLanguage skills1 15,5971.118% 2,3431.206% 0.088%7.895%
262OptimizationSoft SkillsProblem-solving skills1 57,7284.136% 10,3575.330% 1.194%28.860%
19Oral CommunicationsSoft SkillsLanguage skills3 24,0841.726% 6,6033.398% 1.672%96.917%
273PersistenceSoft SkillsWork ethic1 3,2980.236% 6880.354% 0.118%49.833%
239PersuasionSoft SkillsLanguage skills1 2,3680.170% 5650.291% 0.121%71.371%
1301Physical SkillSoft SkillsWork ethic2 1,3470.097% 2420.125% 0.028%29.038%
240PresentationsSoft SkillsLanguage skills1 73,5645.271% 12,9686.673% 1.403%26.613%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 199,79814.315% 41,13921.171% 6.855%47.888%
20Questioning skillsSoft SkillsLanguage skills1 3780.027% 1010.052% 0.025%91.911%
241Reading ComprehensionSoft SkillsLanguage skills1 4770.034% 840.043% 0.009%26.483%
6Research skillsSoft SkillsProblem-solving skills1 2,6330.189% 3440.177% -0.012%-6.162%
15ResponsibilitySoft SkillsWork ethic2 136,9189.810% 20,14910.369% 0.559%5.697%
234Self ControlSoft SkillsInterpersonal skills1 1120.008% 190.010% 0.002%21.844%
11Self-esteemSoft SkillsInterpersonal skills1 430.003% 190.010% 0.007%217.362%
16Self-managementSoft SkillsWork ethic1 1,2310.088% 2850.147% 0.058%66.286%
250Stress ToleranceSoft SkillsPhysical skills1 2200.016% 730.038% 0.022%138.325%
12TeamworkSoft SkillsInterpersonal skills1 59,8874.291% 9,2014.735% 0.444%10.350%
17Time ManagementSoft SkillsWork ethic2 45,8583.286% 9,4534.865% 1.579%48.055%
268VisualizationSoft SkillsProblem-solving skills1 9,3980.673% 2,8811.483% 0.809%120.180%
7Working under pressureSoft SkillsProblem-solving skills1 8590.062% 3210.165% 0.104%168.400%
21Written CommunicationsSoft SkillsLanguage skills4 204,59414.659% 33,29217.132% 2.474%16.874%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 214,66015.380% 15,2007.822% -7.558%-49.142%
172Account managementBusiness SkillsManagement skills1 14,6561.050% 2,9131.499% 0.449%42.756%
22AccountingBusiness SkillsBusiness processes4 303,13321.719% 20,11710.352% -11.367%-52.335%
1263Accounting softwareBusiness SkillsBusiness processes7 41,0372.940% 1,3330.686% -2.254%-76.669%
174AdministrationBusiness SkillsManagement skills3 467,39533.488% 52,40726.969% -6.519%-19.467%
1313AnalystBusiness SkillsProject management1 285,47220.454% 49,91825.688% 5.235%25.592%
175Application managementBusiness SkillsManagement skills5 94,3246.758% 17,4428.976% 2.218%32.814%
150Asset managementBusiness SkillsBusiness processes1 21,5951.547% 3,4661.784% 0.236%15.278%
151AuditingBusiness SkillsBusiness processes5 121,5308.708% 15,6598.058% -0.649%-7.456%
1264Auditing softwareBusiness SkillsBusiness processes1 1350.010% 90.005% -0.005%-52.117%
152BillingBusiness SkillsBusiness processes1 61,0174.372% 3,6171.861% -2.510%-57.424%
1314Business AnalystBusiness SkillsProject management1 122,2728.761% 21,27110.946% 2.186%24.948%
35Business IntelligenceBusiness SkillsStrategy skills1 61,3914.399% 11,9286.138% 1.740%39.551%
155Business performance management (BPM)Business SkillsBusiness processes2 9,1010.652% 2,2291.147% 0.495%75.910%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 26,3671.889% 1,7730.912% -0.977%-51.703%
36Business StrategyBusiness SkillsStrategy skills3 304,37221.808% 48,91925.174% 3.366%15.436%
182Calendar and schedulingBusiness SkillsProject management3 59,6764.276% 9,0024.633% 0.357%8.345%
156Capacity planningBusiness SkillsBusiness processes1 25,4861.826% 4,7472.443% 0.617%33.779%
28Change ManagementBusiness SkillsManagement skills1 63,3314.538% 13,4826.938% 2.400%52.900%
183Content workflowBusiness SkillsProject management1 500.004% 20.001% -0.003%-71.270%
24Contracting and legalBusiness SkillsBusiness processes2 169,38512.136% 21,07010.843% -1.293%-10.657%
176CoordinationBusiness SkillsManagement skills1 76,4245.476% 13,4246.908% 1.432%26.160%
157Cost accountingBusiness SkillsBusiness processes1 2,9100.208% 2470.127% -0.081%-39.036%
158Cost estimationBusiness SkillsBusiness processes1 1,2820.092% 2000.103% 0.011%12.050%
1312Customer SupportBusiness SkillsBusiness processes6 307,19022.010% 46,12823.738% 1.728%7.852%
1339EducationBusiness SkillsIndustry Segment1 15,4101.104% 2,5781.327% 0.223%20.157%
1333EnergyBusiness SkillsIndustry Segment1 67,7044.851% 13,0546.718% 1.867%38.484%
1340EntertainmentBusiness SkillsIndustry Segment1 165,39211.850% 6,0343.105% -8.745%-73.796%
1319EnvironmentalBusiness SkillsEnvironmental15 115,1478.250% 8,5084.378% -3.872%-46.931%
1320Environmental StrategyBusiness SkillsEnvironmental7 4,6410.333% 1,8490.952% 0.619%186.151%
161FinancialBusiness SkillsBusiness processes2 487,39334.921% 56,75829.208% -5.713%-16.359%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 2,3800.171% 1020.052% -0.118%-69.218%
1332Health CareBusiness SkillsIndustry Segment2 381,30327.320% 39,49020.322% -6.998%-25.615%
177Human resourcesBusiness SkillsManagement skills2 233,82916.754% 10,1475.222% -11.532%-68.832%
1336InsuranceBusiness SkillsIndustry Segment1 8,5620.613% 1,8210.937% 0.324%52.758%
1316Managing/SupervisionBusiness SkillsManagement skills5 690,62749.483% 80,57441.464% -8.018%-16.204%
1334ManufacturingBusiness SkillsIndustry Segment2 196,95214.111% 10,9335.626% -8.485%-60.130%
26MarketingBusiness SkillsBusiness processes1 287,97320.633% 16,0838.277% -12.356%-59.887%
185MonitoringBusiness SkillsProject management1 151,39710.847% 31,76316.346% 5.498%50.686%
179NegotiationBusiness SkillsManagement skills1 59,3254.251% 9,5544.917% 0.666%15.669%
163Operation and ControlBusiness SkillsBusiness processes2 6470.046% 1190.061% 0.015%32.103%
29Outsourcing ManagementBusiness SkillsManagement skills3 95,6476.853% 9,9935.143% -1.710%-24.960%
167ProcurementBusiness SkillsBusiness processes1 72,8115.217% 4,6592.398% -2.819%-54.042%
1290Project Management softwareBusiness SkillsProject management2 48,3583.465% 8,9304.595% 1.131%32.633%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 281,89120.197% 50,60726.043% 5.846%28.943%
168QualityBusiness SkillsBusiness processes1 412,72829.572% 72,39437.255% 7.683%25.982%
1337Real EstateBusiness SkillsIndustry Segment2 166,42111.924% 4,6432.389% -9.535%-79.962%
1335RetailBusiness SkillsIndustry Segment2 407,83229.221% 28,47014.651% -14.570%-49.861%
34Risk ManagementBusiness SkillsProject management1 50,5503.622% 11,6596.000% 2.378%65.657%
169Service OrientationBusiness SkillsBusiness processes1 11,2660.807% 1,7380.894% 0.087%10.803%
27Supply Chain ManagementBusiness SkillsBusiness processes3 76,6735.494% 5,9623.068% -2.425%-44.150%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 3,0240.217% 3820.197% -0.020%-9.270%
178TeachingBusiness SkillsManagement skills7 211,50915.154% 8,9014.581% -10.574%-69.774%
190TimekeepingBusiness SkillsProject management3 75,4015.402% 5,8603.016% -2.387%-44.180%
1296Timekeeping softwareBusiness SkillsProject management1 1,6750.120% 3100.160% 0.040%32.928%
171Total quality management (TQM)Business SkillsBusiness processes2 1,4190.102% 1690.087% -0.015%-14.459%
180TroubleshootingBusiness SkillsManagement skills1 157,53811.287% 33,07717.022% 5.734%50.803%
181VerificationBusiness SkillsManagement skills1 41,9683.007% 17,7199.118% 6.111%203.243%
1338Waste ManagementBusiness SkillsIndustry Segment1 1,2080.087% 2640.136% 0.049%56.966%
191WorkflowBusiness SkillsProject management1 58,2714.175% 11,4105.872% 1.697%40.638%
31Working GloballyBusiness SkillsManagement skills3 9,2860.665% 2190.113% -0.553%-83.061%
32Working with Virtual TeamsBusiness SkillsManagement skills2 2,5620.184% 4760.245% 0.061%33.444%
514GLTechnical SkillsSoftware development3 1,4950.107% 1240.064% -0.043%-40.427%
987Access servers & softwareTechnical SkillsNetwork10 46,7093.347% 9,2424.756% 1.409%42.113%
38Agile Development MethodsTechnical SkillsSoftware development3 21,9371.572% 6,8953.548% 1.976%125.750%
304Algorithmic softwareTechnical SkillsBusiness applications1 60.000% 00.000% -0.000%-100.000%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 1,1350.081% 920.047% -0.034%-41.781%
1352AndroidTechnical SkillsMobile Platforms3 9,0620.649% 3,9802.048% 1.399%215.449%
1351Apple iOSTechnical SkillsMobile Platforms6 8,7560.627% 2,3151.191% 0.564%89.896%
120Apple operating systemsTechnical SkillsBusiness applications6 25,9781.861% 6,5433.367% 1.506%80.901%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 36,5722.620% 410.021% -2.599%-99.195%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 120.001% 30.002% 0.001%79.560%
1265Backup & RecoveryTechnical SkillsTechnical applications16 115,1768.252% 18,7699.659% 1.407%17.044%
1353BlackberryTechnical SkillsMobile Platforms2 10,9750.786% 1,0580.544% -0.242%-30.761%
336Borland DelphiTechnical SkillsBusiness applications1 1,4160.101% 2160.111% 0.010%9.562%
337Borland JBuilderTechnical SkillsBusiness applications1 8410.060% 90.005% -0.056%-92.314%
338Borland ParadoxTechnical SkillsBusiness applications1 990.007% 60.003% -0.004%-56.470%
72Business Continuity PlanningTechnical SkillsHardware2 42,6083.053% 4,1262.123% -0.930%-30.448%
352Cadence OpusTechnical SkillsBusiness applications1 1,0730.077% 230.012% -0.065%-84.604%
868CalculatorsTechnical SkillsHardware1 6990.050% 780.040% -0.010%-19.853%
39CASE ToolsTechnical SkillsSoftware development1 101,3657.263% 10,2885.294% -1.968%-27.102%
367Categorization or classification softwareTechnical SkillsBusiness applications1 3,9740.285% 7170.369% 0.084%29.587%
112CertificationTechnical SkillsMisc3 324,73723.267% 52,72427.132% 3.865%16.613%
78CiscoTechnical SkillsHardware1 201,34114.426% 13,1046.743% -7.682%-53.254%
1009Cisco Systems IOSTechnical SkillsNetwork1 13,4230.962% 5,3222.739% 1.777%184.771%
40Client-ServerTechnical SkillsSoftware development1 34,7192.488% 2,6001.338% -1.150%-46.213%
1011Cluster server softwareTechnical SkillsNetwork8 19,9291.428% 3,5911.848% 0.420%29.420%
1147CMAKETechnical SkillsSoftware development1 530.004% 330.017% 0.013%347.206%
1151Compatibility testingTechnical SkillsSoftware development1 3590.026% 1080.056% 0.030%116.072%
1152CompilersTechnical SkillsSoftware development5 10,2010.731% 1,4120.727% -0.004%-0.583%
1255Compliance softwareTechnical SkillsTechnical applications3 10,0880.723% 2,4551.263% 0.541%74.790%
385Computer aided design (CAD)Technical SkillsBusiness applications12 50,4383.614% 4,8782.510% -1.104%-30.537%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 2,5230.181% 3860.199% 0.018%9.885%
875Computer diagnosticsTechnical SkillsHardware5 50,3743.609% 9,5554.917% 1.308%36.237%
1107Computer forensicsTechnical SkillsSecurity1 3,9350.282% 4860.250% -0.032%-11.292%
1266Computer HardwareTechnical SkillsHardware15 33,7432.418% 5,6692.917% 0.500%20.668%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 34,9072.501% 1510.078% -2.423%-96.893%
1015Computer serversTechnical SkillsNetwork6 115,0898.246% 20,19210.391% 2.145%26.013%
1267Computer UtilitiesTechnical SkillsMisc1 2910.021% 710.037% 0.016%75.241%
59Content ManagerTechnical SkillsBusiness applications1 1,4470.104% 1610.083% -0.021%-20.085%
878ControllersTechnical SkillsHardware3 7,3840.529% 1,4630.753% 0.224%42.306%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 1,9010.136% 1,0110.520% 0.384%281.978%
407Customer information control system (CICS)Technical SkillsBusiness applications2 5,7300.411% 8460.435% 0.025%6.044%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 105,5557.563% 12,7946.584% -0.979%-12.944%
953Data acquisition systemsTechnical SkillsInformation mgmt1 4,8440.347% 8450.435% 0.088%25.292%
955Data compression softwareTechnical SkillsInformation mgmt1 2,0600.148% 3240.167% 0.019%12.966%
956Data conversion softwareTechnical SkillsInformation mgmt1 6,6400.476% 1,0770.554% 0.078%16.498%
958Data dictionaryTechnical SkillsInformation mgmt1 3,4180.245% 6270.323% 0.078%31.754%
959Data entryTechnical SkillsInformation mgmt1 176,04912.614% 4,0172.067% -10.547%-83.612%
962Data mappingTechnical SkillsInformation mgmt1 6,7220.482% 1,7670.909% 0.428%88.803%
67Data MiningTechnical SkillsInformation mgmt5 50,8153.641% 2,8311.457% -2.184%-59.985%
963Data modelingTechnical SkillsInformation mgmt1 34,2612.455% 6,3383.262% 0.807%32.869%
68Data WarehousingTechnical SkillsInformation mgmt2 57,9804.154% 10,8365.576% 1.422%34.233%
69Database AdministrationTechnical SkillsInformation mgmt12 78,4885.624% 13,4236.908% 1.284%22.833%
969Database design softwareTechnical SkillsInformation mgmt15 52,2303.742% 9,1684.718% 0.976%26.074%
1268Database ReportingTechnical SkillsInformation mgmt3 17,8061.276% 2,0701.065% -0.211%-16.502%
1269Database SecurityTechnical SkillsInformation mgmt2 1020.007% 210.011% 0.003%47.873%
1270Database ServersTechnical SkillsInformation mgmt3 13,2980.953% 1,2780.658% -0.295%-30.974%
1271Database TestingTechnical SkillsInformation mgmt1 8030.058% 2550.131% 0.074%128.084%
1160DebuggingTechnical SkillsSoftware development7 61,9234.437% 12,5726.470% 2.033%45.822%
418Desktop publishing softwareTechnical SkillsBusiness applications13 19,6301.406% 1,8700.962% -0.444%-31.579%
1272Development EnvironmentTechnical SkillsSoftware development13 42,6013.052% 6,3873.287% 0.235%7.683%
1273Digital ImagingTechnical SkillsHardware1 2920.021% 230.012% -0.009%-43.426%
883Digital Signal Processor (DSP)Technical SkillsHardware2 1,4220.102% 1880.097% -0.005%-5.043%
423Disk operating system (DOS)Technical SkillsBusiness applications1 3,2520.233% 3850.198% -0.035%-14.968%
1307Doctor of PhilosophyTechnical SkillsMisc3 63,8394.574% 2,3051.186% -3.388%-74.067%
973Document management softwareTechnical SkillsInformation mgmt4 13,3490.956% 2,2501.158% 0.201%21.061%
1020Domain name system (DNS)Technical SkillsNetwork3 38,7292.775% 8,2054.222% 1.447%52.164%
61DreamweaverTechnical SkillsSoftware development1 7,2040.516% 4650.239% -0.277%-53.639%
54DSS/GDSSTechnical SkillsBusiness applications5 18,3731.316% 2,9571.522% 0.205%15.596%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 470.003% 40.002% -0.001%-38.873%
62EclipseTechnical SkillsSoftware development1 16,8121.205% 3,0091.548% 0.344%28.550%
1308Electronic CommerceTechnical SkillsBusiness applications2 50,3983.611% 6,4613.325% -0.286%-7.922%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 11,7140.839% 2,6661.372% 0.533%63.465%
1023Electronic mail softwareTechnical SkillsNetwork8 23,1041.655% 3,6571.882% 0.227%13.686%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 76,2775.465% 13,3186.854% 1.388%25.405%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications15 101,7397.290% 9,9675.129% -2.160%-29.637%
1321Environmental CertificationTechnical SkillsEnvironmental1 1210.009% 260.013% 0.005%54.333%
1328Environmental CleanupTechnical SkillsEnvironmental1 1,2520.090% 3590.185% 0.095%105.949%
1329Environmental EnergyTechnical SkillsEnvironmental21 4,5840.328% 8230.424% 0.095%28.951%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 4,9690.356% 1,2330.635% 0.278%78.223%
1327Environmental PollutionTechnical SkillsEnvironmental16 35,5012.544% 6220.320% -2.224%-87.416%
1324Environmental Pollution ControlTechnical SkillsEnvironmental7 2,6550.190% 5510.284% 0.093%49.059%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental7 6350.045% 1120.058% 0.012%26.682%
1326Environmental Product StewardshipTechnical SkillsEnvironmental11 45,3523.249% 7320.377% -2.873%-88.407%
1331Environmental ScienceTechnical SkillsEnvironmental2 1820.013% 370.019% 0.006%46.016%
1322Environmental TechnologyTechnical SkillsEnvironmental2 2090.015% 250.013% -0.002%-14.086%
461Expert system softwareTechnical SkillsBusiness applications1 4610.033% 490.025% -0.008%-23.658%
1359FacebookTechnical SkillsSocial Networking1 141,53510.141% 51,77326.643% 16.502%162.730%
463Facilities management softwareTechnical SkillsBusiness applications4 8,0490.577% 5620.289% -0.287%-49.851%
468Flight control softwareTechnical SkillsBusiness applications1 1210.009% 210.011% 0.002%24.653%
469Flowchart softwareTechnical SkillsBusiness applications5 4,2560.305% 1,0850.558% 0.253%83.104%
1112Fraud DetectionTechnical SkillsSecurity1 5,6910.408% 1,0490.540% 0.132%32.390%
63FrontPageTechnical SkillsSoftware development1 8640.062% 390.020% -0.042%-67.579%
475Fund accounting softwareTechnical SkillsBusiness applications1 5330.038% 670.034% -0.004%-9.715%
1260GamingTechnical SkillsMisc2 23,4801.682% 5,2702.712% 1.030%61.206%
113Generic databasesTechnical SkillsInformation mgmt2 149,82810.735% 27,93314.375% 3.640%33.904%
1365Google AppsTechnical SkillsBusiness applications4 2,5260.181% 5330.274% 0.093%51.553%
1364Google PlusTechnical SkillsSocial Networking1 70.001% 00.000% -0.001%-100.000%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications31 106,2857.615% 11,4385.886% -1.729%-22.706%
484Graphic softwareTechnical SkillsBusiness applications16 130,3019.336% 17,6629.089% -0.247%-2.644%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 14,3241.026% 1,5940.820% -0.206%-20.073%
1323Green ITTechnical SkillsEnvironmental9 3,3880.243% 3070.158% -0.085%-34.917%
893Guidance systemsTechnical SkillsHardware1 670.005% 10.001% -0.004%-89.280%
895Hardware description language (HDL)Technical SkillsHardware2 1020.007% 140.007% -0.000%-1.418%
1277Hardware DesignTechnical SkillsHardware19 5,9830.429% 1,0150.522% 0.094%21.848%
1278Hardware TestingTechnical SkillsHardware4 1,7310.124% 1410.073% -0.051%-41.495%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 6300.045% 500.026% -0.019%-42.997%
492Helpdesk or call centerTechnical SkillsBusiness applications2 140,98410.101% 13,4786.936% -3.165%-31.337%
114IBM databasesTechnical SkillsInformation mgmt2 29,7872.134% 5,1542.652% 0.518%24.276%
121IBM operating systemsTechnical SkillsBusiness applications4 29,6122.122% 3,0061.547% -0.575%-27.089%
898Image capture devicesTechnical SkillsHardware8 6,1670.442% 1,2860.662% 0.220%49.774%
524Industrial control softwareTechnical SkillsBusiness applications3 4,5590.327% 8480.436% 0.110%33.597%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 14,8171.062% 2,6021.339% 0.277%26.130%
899InfraredTechnical SkillsHardware1 2,9550.212% 1020.052% -0.159%-75.208%
1180InstallationTechnical SkillsSoftware development1 117,3448.408% 17,3978.953% 0.545%6.484%
901Interface definition language (IDL)Technical SkillsHardware1 1710.012% 250.013% 0.001%5.006%
536Internet browser softwareTechnical SkillsBusiness applications4 6,7180.481% 9240.476% -0.006%-1.213%
541Inventory management softwareTechnical SkillsBusiness applications3 6,4460.462% 1,0300.530% 0.068%14.767%
73IT Architecture/StandardsTechnical SkillsHardware2 16,5011.182% 2,4011.236% 0.053%4.509%
1357Java METechnical SkillsMobile Platforms2 3960.028% 60.003% -0.025%-89.118%
1035KernelTechnical SkillsNetwork1 4,6740.335% 5040.259% -0.076%-22.552%
907LasersTechnical SkillsHardware1 3030.022% 90.005% -0.017%-78.666%
1038License management softwareTechnical SkillsNetwork1 9150.066% 2600.134% 0.068%104.090%
1361LinkedInTechnical SkillsSocial Networking1 13,3640.958% 2,7791.430% 0.473%49.356%
908Mainframe computersTechnical SkillsHardware2 66,4744.763% 4,5902.362% -2.401%-50.406%
124Mainframe operating systemsTechnical SkillsBusiness applications8 20,0221.435% 2,2361.151% -0.284%-19.789%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 28,5932.049% 3,9182.016% -0.032%-1.582%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 7,2950.523% 6650.342% -0.180%-34.526%
1281Medical softwareTechnical SkillsBusiness applications9 11,4600.821% 1,4500.746% -0.075%-9.123%
115Microsoft databasesTechnical SkillsInformation mgmt5 152,97510.961% 26,31813.544% 2.583%23.567%
119Microsoft operating systemsTechnical SkillsBusiness applications4 230,09316.486% 35,84618.447% 1.961%11.894%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 3,3510.240% 9290.478% 0.238%99.118%
625MultimediaTechnical SkillsBusiness applications1 123,5938.855% 7670.395% -8.461%-95.543%
1362MySpaceTechnical SkillsSocial Networking1 6520.047% 00.000% -0.047%-100.000%
74Network administrationTechnical SkillsHardware12 128,0319.173% 14,8137.623% -1.550%-16.901%
1282Network Administration softwareTechnical SkillsNetwork18 75,4345.405% 15,5077.980% 2.575%47.649%
1283Network HardwareTechnical SkillsNetwork11 52,3583.751% 8,7934.525% 0.774%20.621%
1284Network Monitoring softwareTechnical SkillsNetwork15 31,0232.223% 6,2313.207% 0.984%44.259%
1059Network operation system software (NOS)Technical SkillsNetwork2 2,8590.205% 5390.277% 0.073%35.408%
1122Network securityTechnical SkillsSecurity1 42,6533.056% 9,9265.108% 2.052%67.145%
1285Network Security softwareTechnical SkillsSecurity35 103,3747.407% 23,09311.884% 4.477%60.450%
1286Network softwareTechnical SkillsNetwork6 19,5171.398% 3,3331.715% 0.317%22.657%
1287Network TestingTechnical SkillsNetwork11 26,2101.878% 3,0291.559% -0.319%-16.995%
1065Novell network softwareTechnical SkillsNetwork2 1,7660.127% 1270.065% -0.061%-48.349%
643OberonTechnical SkillsBusiness applications1 1780.013% 270.014% 0.001%8.947%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 85,3636.116% 13,7907.097% 0.980%16.028%
1288Office ApplicationsTechnical SkillsBusiness applications13 240,54817.235% 39,69920.430% 3.195%18.535%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 10,7260.769% 1,3950.718% -0.051%-6.587%
116Open-source databasesTechnical SkillsInformation mgmt4 40,9372.933% 7,6803.952% 1.019%34.746%
118Open-source operating systemsTechnical SkillsBusiness applications8 134,3529.626% 25,67713.214% 3.588%37.268%
56Operating SystemsTechnical SkillsBusiness applications3 101,8317.296% 19,3609.963% 2.667%36.551%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 8110.058% 1700.087% 0.029%50.556%
117Oracle databasesTechnical SkillsInformation mgmt1 229,52216.445% 30,10215.491% -0.954%-5.802%
1354Palm OSTechnical SkillsMobile Platforms3 2820.020% 30.002% -0.019%-92.359%
1289Physical ToolsTechnical SkillsHardware1 510.004% 20.001% -0.003%-71.834%
683Point of sale (POS)Technical SkillsBusiness applications3 7,3710.528% 1,3700.705% 0.177%33.495%
931PrintersTechnical SkillsHardware3 15,5421.114% 3,1061.598% 0.485%43.537%
43ProgrammingTechnical SkillsSoftware development1 232,02416.624% 36,27418.667% 2.043%12.288%
700ProvisioningTechnical SkillsBusiness applications1 18,1741.302% 4,2192.171% 0.869%66.736%
1258Rate ControlTechnical SkillsTechnical applications1 120.001% 40.002% 0.001%139.413%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 13,0480.935% 1,3080.673% -0.262%-28.000%
1077Remote control softwareTechnical SkillsNetwork2 2,0030.144% 5860.302% 0.158%110.129%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 8450.061% 1660.085% 0.025%41.098%
1262RoboticsTechnical SkillsHardware3 2,9520.212% 4570.235% 0.024%11.191%
1318RSATechnical SkillsSecurity1 5,0530.362% 1,4920.768% 0.406%112.075%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 15,8891.138% 4,7052.421% 1.283%112.683%
44SDLCTechnical SkillsSoftware development7 143,64510.292% 33,01516.990% 6.698%65.079%
1132Secure shell (SSH)Technical SkillsSecurity1 1020.007% 180.009% 0.002%26.748%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 16,1071.154% 3,2731.684% 0.530%45.949%
76SecurityTechnical SkillsHardware4 1,046,77075.000% 193,23699.442% 24.442%32.589%
1315Security ClearanceTechnical SkillsMisc2 122,5338.779% 13,3176.853% -1.926%-21.941%
1135Security testing softwareTechnical SkillsSecurity1 3,3890.243% 8970.462% 0.219%90.104%
60Sharepoint ServerTechnical SkillsBusiness applications1 5,0230.360% 6060.312% -0.048%-13.348%
1084Signal generatorsTechnical SkillsNetwork1 2600.019% 280.014% -0.004%-22.651%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 9,8510.706% 1,6130.830% 0.124%17.604%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 29,5082.114% 7,5903.906% 1.792%84.745%
1220Simulation softwareTechnical SkillsSoftware development5 14,1881.017% 1,5710.808% -0.208%-20.471%
1366Social NetworkTechnical SkillsSocial Networking1 2,5800.185% 6470.333% 0.148%80.117%
1358Social NetworkingTechnical SkillsSocial Networking1 6,3370.454% 2240.115% -0.339%-74.612%
42Software DevelopmentTechnical SkillsSoftware development2 351,64225.195% 38,02219.567% -5.628%-22.339%
1291Software Development softwareTechnical SkillsSoftware development3 2,3040.165% 4840.249% 0.084%50.880%
1309Software EngineeringTechnical SkillsSoftware development1 208,60714.946% 13,3186.854% -8.093%-54.146%
1292Software InstallationTechnical SkillsSoftware development4 136,5809.786% 27,20414.000% 4.214%43.059%
1223Software librariesTechnical SkillsSoftware development1 1900.014% 460.024% 0.010%73.890%
1293Software MaintenanceTechnical SkillsSoftware development1 6,3820.457% 1,4590.751% 0.294%64.198%
1294Software TestingTechnical SkillsSoftware development14 113,9178.162% 22,84511.756% 3.594%44.036%
1225Source code management (SCM)Technical SkillsSoftware development5 31,3682.247% 6,9163.559% 1.312%58.357%
1229Static analysis softwareTechnical SkillsSoftware development1 5620.040% 2350.121% 0.081%200.332%
772Statistical analysis softwareTechnical SkillsBusiness applications26 116,2258.327% 15,0187.728% -0.599%-7.193%
774Statistical softwareTechnical SkillsBusiness applications1 38,2132.738% 5,6292.897% 0.159%5.801%
1230Stress testing softwareTechnical SkillsSoftware development1 2,2470.161% 3890.200% 0.039%24.342%
122Sun operating systemsTechnical SkillsBusiness applications3 43,8293.140% 4,7722.456% -0.685%-21.800%
939Surveillance systemsTechnical SkillsHardware5 14,0021.003% 1,1730.604% -0.400%-39.830%
791Symantec softwareTechnical SkillsBusiness applications1 10,7230.768% 1,8700.962% 0.194%25.255%
1355SymbianTechnical SkillsMobile Platforms1 200.001% 30.002% 0.000%7.736%
1310System AdministrationTechnical SkillsNetwork4 86,9486.230% 13,6587.029% 0.799%12.823%
45System TestingTechnical SkillsSoftware development5 21,5591.545% 4,2942.210% 0.665%43.055%
46Systems AnalysisTechnical SkillsSoftware development8 109,8217.869% 20,38410.490% 2.621%33.313%
47Systems DesignTechnical SkillsSoftware development1 16,8731.209% 2,6801.379% 0.170%14.081%
1233Systems EvaluationTechnical SkillsSoftware development1 4110.029% 350.018% -0.011%-38.836%
1234Systems integrationTechnical SkillsSoftware development8 90,0426.451% 9,5254.902% -1.550%-24.022%
75TCP/IPTechnical SkillsHardware3 58,6254.200% 10,0115.152% 0.951%22.649%
1235Technology DesignTechnical SkillsSoftware development1 1,7210.123% 2040.105% -0.018%-14.863%
1236TemplatesTechnical SkillsSoftware development1 22,1621.588% 4,6012.368% 0.780%49.112%
1239Test implementationTechnical SkillsSoftware development1 3180.023% 660.034% 0.011%49.069%
1302TestingTechnical SkillsSoftware development1 348,49624.969% 69,35935.693% 10.724%42.947%
1297Training softwareTechnical SkillsBusiness applications3 2,1420.153% 1480.076% -0.077%-50.374%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 2,1500.154% 2090.108% -0.046%-30.180%
1360TwitterTechnical SkillsSocial Networking1 24,3661.746% 5,2762.715% 0.969%55.521%
123UNIX operating systemsTechnical SkillsBusiness applications5 178,64412.800% 20,54210.571% -2.229%-17.411%
1298UNIX ShellsTechnical SkillsBusiness applications4 29,6402.124% 5,7722.970% 0.847%39.868%
48User-Interface DesignTechnical SkillsSoftware development2 89,0626.381% 10,2695.285% -1.097%-17.186%
836Video creation and editing softwareTechnical SkillsBusiness applications3 1,8620.133% 1830.094% -0.039%-29.410%
64Visual StudioTechnical SkillsSoftware development1 31,9702.291% 6,2533.218% 0.927%40.480%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 2,3950.172% 1160.060% -0.112%-65.213%
77Voice/Data TelecomTechnical SkillsHardware10 161,26511.554% 18,9839.769% -1.786%-15.454%
1299Web Application ServerTechnical SkillsBusiness applications8 52,7343.778% 6,8163.508% -0.271%-7.166%
1248Web platform development softwareTechnical SkillsSoftware development5 2,9560.212% 1140.059% -0.153%-72.301%
65web programmerTechnical SkillsSoftware development4 58,0724.161% 1,2000.618% -3.543%-85.158%
58Web serversTechnical SkillsBusiness applications6 71,1285.096% 11,4305.882% 0.786%15.419%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 51,3073.676% 9,3064.789% 1.113%30.274%
1356Windows CETechnical SkillsMobile Platforms4 4,1510.297% 5080.261% -0.036%-12.102%
1102WirelessTechnical SkillsNetwork5 45,8583.286% 7,8984.064% 0.779%23.701%
1363YouTubeTechnical SkillsSocial Networking2 9460.068% 4310.222% 0.154%227.232%
79.NETProgramming SkillsCurrent1 140,69110.080% 19,0599.808% -0.272%-2.702%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 330.002% 30.002% -0.001%-34.705%
209A programming language (APL)Programming SkillsLegacy2 1,5640.112% 1730.089% -0.023%-20.553%
99AdaProgramming SkillsLegacy1 4,1270.296% 6200.319% 0.023%7.901%
80AJAXProgramming SkillsCurrent1 46,2803.316% 6,3533.269% -0.047%-1.405%
210Algorithmic language (ALGOL)Programming SkillsLegacy1 510.004% 40.002% -0.002%-43.667%
192Apple AppleScriptProgramming SkillsCurrent1 1410.010% 320.016% 0.006%63.005%
81ASPProgramming SkillsCurrent2 74,5725.343% 10,5355.421% 0.078%1.468%
108AssemblyProgramming SkillsLegacy2 1,6100.115% 1520.078% -0.037%-32.191%
211AWKProgramming SkillsLegacy1 1,4930.107% 2650.136% 0.029%27.484%
212BProgramming SkillsLegacy1 17,4481.250% 2,1231.093% -0.158%-12.607%
83C#Programming SkillsCurrent2 121,3348.693% 16,7218.605% -0.089%-1.020%
82C/C++Programming SkillsCurrent3 144,34510.342% 14,2197.317% -3.025%-29.248%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 65,5064.693% 14,7627.597% 2.903%61.858%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 3800.027% 1180.061% 0.033%123.033%
84CGIProgramming SkillsCurrent2 12,4500.892% 4,4442.287% 1.395%156.374%
217ClipperProgramming SkillsLegacy1 1380.010% 240.012% 0.002%24.911%
218CLUProgramming SkillsLegacy1 1430.010% 80.004% -0.006%-59.819%
100CobolProgramming SkillsLegacy1 9,6860.694% 1,5640.805% 0.111%15.974%
85ColdFusionProgramming SkillsCurrent2 7,1230.510% 5720.294% -0.216%-42.323%
219Combined programming language (CPL)Programming SkillsLegacy1 1360.010% 110.006% -0.004%-41.907%
195Component object model (COM)Programming SkillsCurrent1 510.004% 30.002% -0.002%-57.751%
125Database programmingProgramming SkillsCurrent3 20,5911.475% 2,8711.477% 0.002%0.144%
196Distributed component object model (DCOM)Programming SkillsCurrent1 9460.068% 710.037% -0.031%-46.094%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 4,3200.310% 5250.270% -0.039%-12.714%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 1,9830.142% 3930.202% 0.060%42.344%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 8,6700.621% 9340.481% -0.141%-22.626%
109ForthProgramming SkillsLegacy1 4,6750.335% 1,0070.518% 0.183%54.710%
102FortranProgramming SkillsLegacy1 9170.066% 1070.055% -0.011%-16.192%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 198,41814.216% 21,34410.984% -3.233%-22.738%
222JProgramming SkillsLegacy1 5,4350.389% 5760.296% -0.093%-23.881%
87Java/J2EE/J2PProgramming SkillsCurrent4 217,24215.565% 35,27118.151% 2.586%16.612%
97JavaScriptProgramming SkillsCurrent3 97,0366.953% 21,57411.102% 4.150%59.686%
89JavaServer FacesProgramming SkillsCurrent3 8,6270.618% 1,1420.588% -0.030%-4.923%
88JavaServer PagesProgramming SkillsCurrent3 33,6542.411% 3,7671.939% -0.473%-19.605%
223Job control language (JCL)Programming SkillsLegacy2 8,0920.580% 9770.503% -0.077%-13.282%
126LAMPProgramming SkillsCurrent1 9,6480.691% 9820.505% -0.186%-26.896%
104LispProgramming SkillsLegacy1 4860.035% 370.019% -0.016%-45.319%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 5120.037% 1490.077% 0.040%109.019%
201Microsoft ActiveXProgramming SkillsCurrent1 9630.069% 610.031% -0.038%-54.504%
107PascalProgramming SkillsLegacy1 3950.028% 220.011% -0.017%-59.997%
90PerlProgramming SkillsCurrent1 51,8153.712% 7,9684.100% 0.388%10.449%
91PHPProgramming SkillsCurrent1 34,6372.482% 5,1902.671% 0.189%7.621%
103PL/1Programming SkillsLegacy3 1920.014% 610.031% 0.018%128.191%
105PrologProgramming SkillsLegacy1 6470.046% 790.041% -0.006%-12.301%
95PythonProgramming SkillsCurrent1 30,1082.157% 10,1345.215% 3.058%141.751%
228Register transfer language (RTL)Programming SkillsLegacy1 14,4801.037% 3,8461.979% 0.942%90.770%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 2220.016% 370.019% 0.003%19.707%
206Scripting languagesProgramming SkillsCurrent1 14,2701.022% 3,2841.690% 0.668%65.291%
101SmalltalkProgramming SkillsLegacy1 1770.013% 180.009% -0.003%-26.959%
92SQLProgramming SkillsCurrent3 336,09424.081% 55,36228.490% 4.409%18.310%
110TCLProgramming SkillsLegacy1 1,8930.136% 2180.112% -0.023%-17.287%
98Unified Modeling LanguageProgramming SkillsCurrent2 27,1701.947% 2,9641.525% -0.421%-21.646%
93Visual BasicProgramming SkillsCurrent6 68,5784.914% 9,2854.778% -0.135%-2.755%
207Web service definition language (WSDL)Programming SkillsCurrent2 7,1520.512% 1,4640.753% 0.241%47.022%
94XMLProgramming SkillsCurrent2 109,0197.811% 15,7898.125% 0.314%4.021%
1342Computer ScienceMajorsComputer Science2 456,29132.693% 88,40145.492% 12.799%39.151%
1344Information TechnologyMajorsInformation Technology3 1,395,692100.000% 194,321100.000% 0.000%0.000%
1343Management Information SystemsMajorsManagement Information Systems9 267,33619.154% 48,27524.843% 5.689%29.698%