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Skill Frequencies: April, 2007 through 2014-11-12

All Degrees

All Degree Programs

2014-11-12Jobs Found:3,390,274Click 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 8,2490.243% 2,0540.435% 0.192%78.809%
2Attention to DetailsSoft SkillsProblem-solving skills1 11,5400.340% 2,0640.437% 0.097%28.438%
8Conflict ResolutionSoft SkillsInterpersonal skills1 18,0490.532% 3,6510.773% 0.241%45.261%
231CooperationSoft SkillsInterpersonal skills1 25,8870.764% 3,3350.706% -0.057%-7.487%
3CreativitySoft SkillsProblem-solving skills3 96,3082.841% 17,1953.642% 0.801%28.212%
4Critical thinkingSoft SkillsProblem-solving skills3 36,4541.075% 8,4501.790% 0.715%66.457%
1300FlexibilitySoft SkillsWork ethic1 154,4394.555% 17,9983.812% -0.743%-16.313%
232IndependenceSoft SkillsInterpersonal skills1 16,7710.495% 3,0170.639% 0.144%29.183%
13Initiative/Motivation to workSoft SkillsWork ethic5 395,34911.661% 68,03714.411% 2.750%23.582%
256InnovationSoft SkillsProblem-solving skills1 217,6766.421% 45,3369.603% 3.182%49.562%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 319,6959.430% 46,9619.947% 0.517%5.485%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 1,8010.053% 2740.058% 0.005%9.251%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 208,9246.162% 38,1068.071% 1.909%30.977%
10LeadershipSoft SkillsInterpersonal skills1 661,64719.516% 97,72520.700% 1.184%6.064%
258LearningSoft SkillsProblem-solving skills1 269,1497.939% 35,7877.580% -0.359%-4.518%
1Learning AbilitySoft SkillsProblem-solving skills3 54,6511.612% 10,7142.269% 0.657%40.781%
236ListeningSoft SkillsLanguage skills1 76,1712.247% 8,7671.857% -0.390%-17.348%
260MathematicsSoft SkillsProblem-solving skills3 171,4225.056% 23,8475.051% -0.005%-0.102%
261MemorizationSoft SkillsProblem-solving skills1 1080.003% 170.004% 0.000%13.036%
18Negotiation SkillsSoft SkillsLanguage skills1 29,3790.867% 4,3370.919% 0.052%6.009%
262OptimizationSoft SkillsProblem-solving skills1 157,9774.660% 28,3916.014% 1.354%29.056%
19Oral CommunicationsSoft SkillsLanguage skills3 51,0491.506% 7,6311.616% 0.111%7.346%
273PersistenceSoft SkillsWork ethic1 11,6160.343% 2,3120.490% 0.147%42.929%
239PersuasionSoft SkillsLanguage skills1 4,8450.143% 8590.182% 0.039%27.318%
1301Physical SkillSoft SkillsWork ethic2 3,0900.091% 5670.120% 0.029%31.769%
240PresentationsSoft SkillsLanguage skills1 157,7004.652% 21,4724.548% -0.103%-2.224%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 571,13516.846% 104,12622.055% 5.209%30.921%
20Questioning skillsSoft SkillsLanguage skills1 8570.025% 2310.049% 0.024%93.562%
241Reading ComprehensionSoft SkillsLanguage skills1 8050.024% 1370.029% 0.005%22.212%
6Research skillsSoft SkillsProblem-solving skills1 5,6410.166% 6980.148% -0.019%-11.144%
15ResponsibilitySoft SkillsWork ethic2 314,6359.281% 44,5289.432% 0.151%1.629%
234Self ControlSoft SkillsInterpersonal skills1 2910.009% 660.014% 0.005%62.870%
11Self-esteemSoft SkillsInterpersonal skills1 1670.005% 530.011% 0.006%127.903%
16Self-managementSoft SkillsWork ethic1 3,5240.104% 7570.160% 0.056%54.259%
250Stress ToleranceSoft SkillsPhysical skills1 4710.014% 1170.025% 0.011%78.384%
12TeamworkSoft SkillsInterpersonal skills1 135,4233.994% 22,8584.842% 0.847%21.209%
17Time ManagementSoft SkillsWork ethic2 110,3473.255% 20,5324.349% 1.094%33.617%
268VisualizationSoft SkillsProblem-solving skills1 26,1960.773% 5,6851.204% 0.431%55.842%
7Working under pressureSoft SkillsProblem-solving skills1 1,5190.045% 3060.065% 0.020%44.662%
21Written CommunicationsSoft SkillsLanguage skills4 494,13814.575% 75,05415.897% 1.322%9.073%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 258,8617.635% 23,8065.042% -2.593%-33.960%
172Account managementBusiness SkillsManagement skills1 35,4971.047% 4,1620.882% -0.165%-15.802%
22AccountingBusiness SkillsBusiness processes4 441,87013.033% 26,4375.600% -7.434%-57.036%
1263Accounting softwareBusiness SkillsBusiness processes7 54,5611.609% 2,1700.460% -1.150%-71.439%
174AdministrationBusiness SkillsManagement skills3 859,30925.346% 100,83121.357% -3.989%-15.737%
1313AnalystBusiness SkillsProject management1 576,43717.003% 84,09317.812% 0.809%4.761%
175Application managementBusiness SkillsManagement skills5 227,5536.712% 37,7758.001% 1.289%19.210%
150Asset managementBusiness SkillsBusiness processes1 44,6851.318% 6,9951.482% 0.164%12.413%
151AuditingBusiness SkillsBusiness processes4 205,2366.054% 22,8574.841% -1.212%-20.025%
1264Auditing softwareBusiness SkillsBusiness processes1 2070.006% 100.002% -0.004%-65.309%
152BillingBusiness SkillsBusiness processes1 100,0632.951% 8,3531.769% -1.182%-40.054%
1314Business AnalystBusiness SkillsProject management1 219,3666.470% 31,5636.685% 0.215%3.323%
35Business IntelligenceBusiness SkillsStrategy skills1 138,4624.084% 26,2135.552% 1.468%35.949%
155Business performance management (BPM)Business SkillsBusiness processes2 19,8720.586% 3,9770.842% 0.256%43.716%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 56,3301.662% 2,9130.617% -1.045%-62.864%
36Business StrategyBusiness SkillsStrategy skills3 612,85418.077% 93,90819.891% 1.814%10.036%
182Calendar and schedulingBusiness SkillsProject management3 135,5383.998% 18,2813.872% -0.126%-3.144%
156Capacity planningBusiness SkillsBusiness processes1 67,1451.981% 11,2002.372% 0.392%19.783%
28Change ManagementBusiness SkillsManagement skills1 125,1723.692% 24,5995.210% 1.518%41.124%
183Content workflowBusiness SkillsProject management1 1410.004% 530.011% 0.007%169.927%
24Contracting and legalBusiness SkillsBusiness processes2 236,1886.967% 17,8413.779% -3.188%-45.756%
176CoordinationBusiness SkillsManagement skills1 156,2184.608% 23,5604.990% 0.383%8.301%
157Cost accountingBusiness SkillsBusiness processes1 5,6040.165% 3700.078% -0.087%-52.587%
158Cost estimationBusiness SkillsBusiness processes1 2,6290.078% 2440.052% -0.026%-33.352%
1312Customer SupportBusiness SkillsBusiness processes6 664,83819.610% 93,67719.842% 0.232%1.183%
1339EducationBusiness SkillsIndustry Segment1 29,8760.881% 3,7210.788% -0.093%-10.561%
1333EnergyBusiness SkillsIndustry Segment1 163,3504.818% 26,4115.594% 0.776%16.106%
1340EntertainmentBusiness SkillsIndustry Segment1 208,2356.142% 9,9652.111% -4.031%-65.635%
1319EnvironmentalBusiness SkillsEnvironmental14 148,3064.374% 10,6782.262% -2.113%-48.296%
1320Environmental StrategyBusiness SkillsEnvironmental6 12,7910.377% 4,3570.923% 0.546%144.609%
161FinancialBusiness SkillsBusiness processes2 857,02725.279% 98,94320.958% -4.321%-17.095%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 4,4270.131% 4990.106% -0.025%-19.057%
1332Health CareBusiness SkillsIndustry Segment2 580,73517.129% 64,32613.625% -3.504%-20.458%
177Human resourcesBusiness SkillsManagement skills2 302,8348.932% 14,4783.067% -5.866%-65.668%
1336InsuranceBusiness SkillsIndustry Segment1 18,6830.551% 3,6380.771% 0.220%39.832%
1316Managing/SupervisionBusiness SkillsManagement skills5 1,408,14041.535% 158,66433.607% -7.927%-19.086%
1334ManufacturingBusiness SkillsIndustry Segment2 319,0089.410% 23,4474.966% -4.443%-47.219%
26MarketingBusiness SkillsBusiness processes1 467,11013.778% 33,0146.993% -6.785%-49.246%
185MonitoringBusiness SkillsProject management1 353,49610.427% 61,70313.070% 2.643%25.346%
179NegotiationBusiness SkillsManagement skills1 114,1003.366% 17,2343.650% 0.285%8.465%
163Operation and ControlBusiness SkillsBusiness processes2 1,7950.053% 1930.041% -0.012%-22.788%
29Outsourcing ManagementBusiness SkillsManagement skills3 134,1613.957% 20,0614.249% 0.292%7.378%
167ProcurementBusiness SkillsBusiness processes1 103,9043.065% 8,2971.757% -1.307%-42.657%
1290Project Management softwareBusiness SkillsProject management2 93,5932.761% 15,6703.319% 0.558%20.231%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 591,11517.436% 90,62119.195% 1.759%10.090%
168QualityBusiness SkillsBusiness processes1 953,75528.132% 154,67232.762% 4.630%16.457%
1337Real EstateBusiness SkillsIndustry Segment2 178,2465.258% 4,3410.919% -4.338%-82.511%
1335RetailBusiness SkillsIndustry Segment2 724,32821.365% 59,64612.634% -8.731%-40.866%
34Risk ManagementBusiness SkillsProject management1 94,1572.777% 14,4463.060% 0.283%10.175%
169Service OrientationBusiness SkillsBusiness processes1 23,5010.693% 3,6870.781% 0.088%12.662%
27Supply Chain ManagementBusiness SkillsBusiness processes3 133,5933.940% 12,1122.565% -1.375%-34.894%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 6,9590.205% 7060.150% -0.056%-27.147%
178TeachingBusiness SkillsManagement skills7 257,8067.604% 11,9412.529% -5.075%-66.739%
190TimekeepingBusiness SkillsProject management3 101,5372.995% 6,1181.296% -1.699%-56.731%
1296Timekeeping softwareBusiness SkillsProject management1 3,7800.111% 6520.138% 0.027%23.864%
171Total quality management (TQM)Business SkillsBusiness processes2 4,0840.120% 3820.081% -0.040%-32.831%
180TroubleshootingBusiness SkillsManagement skills1 408,30912.044% 73,86015.645% 3.601%29.900%
181VerificationBusiness SkillsManagement skills1 101,9073.006% 21,7654.610% 1.604%53.371%
1338Waste ManagementBusiness SkillsIndustry Segment1 3,6950.109% 3850.082% -0.027%-25.177%
191WorkflowBusiness SkillsProject management1 141,0174.159% 23,8025.042% 0.882%21.208%
31Working GloballyBusiness SkillsManagement skills3 22,2950.658% 1,1560.245% -0.413%-62.766%
32Working with Virtual TeamsBusiness SkillsManagement skills2 5,8510.173% 1,4390.305% 0.132%76.612%
514GLTechnical SkillsSoftware development3 5,2190.154% 4180.089% -0.065%-42.485%
987Access servers & softwareTechnical SkillsNetwork10 100,3132.959% 18,6313.946% 0.987%33.373%
38Agile Development MethodsTechnical SkillsSoftware development3 79,6832.350% 23,6415.007% 2.657%113.054%
304Algorithmic softwareTechnical SkillsBusiness applications1 1050.003% 20.000% -0.003%-86.322%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 3,8570.114% 4100.087% -0.027%-23.665%
1352AndroidTechnical SkillsMobile Platforms3 40,4591.193% 18,2973.876% 2.682%224.754%
1351Apple iOSTechnical SkillsMobile Platforms6 36,9251.089% 12,8252.717% 1.627%149.417%
120Apple operating systemsTechnical SkillsBusiness applications6 77,5552.288% 18,6813.957% 1.669%72.974%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 42,0051.239% 3260.069% -1.170%-94.427%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 1280.004% 50.001% -0.003%-71.949%
1265Backup & RecoveryTechnical SkillsTechnical applications16 263,3657.768% 40,1448.503% 0.735%9.459%
1353BlackberryTechnical SkillsMobile Platforms2 29,2790.864% 4,5300.960% 0.096%11.105%
336Borland DelphiTechnical SkillsBusiness applications1 5,1840.153% 7440.158% 0.005%3.062%
337Borland JBuilderTechnical SkillsBusiness applications1 4,0160.118% 1090.023% -0.095%-80.510%
338Borland ParadoxTechnical SkillsBusiness applications1 3130.009% 280.006% -0.003%-35.760%
72Business Continuity PlanningTechnical SkillsHardware2 59,7271.762% 6,8701.455% -0.307%-17.401%
352Cadence OpusTechnical SkillsBusiness applications1 1,8660.055% 2760.058% 0.003%6.215%
868CalculatorsTechnical SkillsHardware1 3,2020.094% 1650.035% -0.059%-62.996%
39CASE ToolsTechnical SkillsSoftware development1 184,7815.450% 21,5834.572% -0.879%-16.123%
367Categorization or classification softwareTechnical SkillsBusiness applications1 13,3550.394% 2,0310.430% 0.036%9.208%
112CertificationTechnical SkillsMisc3 615,88218.166% 88,02818.646% 0.479%2.639%
78CiscoTechnical SkillsHardware1 285,2268.413% 25,7565.455% -2.958%-35.155%
1009Cisco Systems IOSTechnical SkillsNetwork1 42,0921.242% 18,6293.946% 2.704%217.819%
40Client-ServerTechnical SkillsSoftware development1 80,3112.369% 8,1471.726% -0.643%-27.153%
1011Cluster server softwareTechnical SkillsNetwork8 50,2141.481% 8,8121.867% 0.385%26.020%
1147CMAKETechnical SkillsSoftware development1 1790.005% 730.015% 0.010%192.860%
1151Compatibility testingTechnical SkillsSoftware development1 1,1260.033% 2840.060% 0.027%81.121%
1152CompilersTechnical SkillsSoftware development5 33,0420.975% 3,5600.754% -0.221%-22.630%
1255Compliance softwareTechnical SkillsTechnical applications3 17,4880.516% 3,0220.640% 0.124%24.092%
385Computer aided design (CAD)Technical SkillsBusiness applications12 65,8661.943% 3,9520.837% -1.106%-56.913%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 5,5190.163% 5700.121% -0.042%-25.834%
875Computer diagnosticsTechnical SkillsHardware5 133,5693.940% 21,0714.463% 0.523%13.284%
1107Computer forensicsTechnical SkillsSecurity1 8,1260.240% 5090.108% -0.132%-55.019%
1266Computer HardwareTechnical SkillsHardware15 76,8422.267% 10,1922.159% -0.108%-4.753%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 36,5761.079% 3990.085% -0.994%-92.166%
1015Computer serversTechnical SkillsNetwork6 305,9909.026% 47,42910.046% 1.021%11.308%
1267Computer UtilitiesTechnical SkillsMisc1 1,7700.052% 3260.069% 0.017%32.262%
59Content ManagerTechnical SkillsBusiness applications1 3,6930.109% 3850.082% -0.027%-25.136%
878ControllersTechnical SkillsHardware2 19,6050.578% 3,1320.663% 0.085%14.721%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 3,1780.094% 7710.163% 0.070%74.217%
407Customer information control system (CICS)Technical SkillsBusiness applications2 13,5690.400% 1,6880.358% -0.043%-10.666%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 203,1305.992% 25,9775.502% -0.489%-8.166%
953Data acquisition systemsTechnical SkillsInformation mgmt1 16,2410.479% 2,1670.459% -0.020%-4.184%
955Data compression softwareTechnical SkillsInformation mgmt1 10,9140.322% 1,3190.279% -0.043%-13.214%
956Data conversion softwareTechnical SkillsInformation mgmt1 15,1450.447% 2,4840.526% 0.079%17.780%
958Data dictionaryTechnical SkillsInformation mgmt1 8,8830.262% 1,5110.320% 0.058%22.150%
959Data entryTechnical SkillsInformation mgmt1 183,3705.409% 2,7020.572% -4.836%-89.419%
962Data mappingTechnical SkillsInformation mgmt1 15,5950.460% 3,3890.718% 0.258%56.054%
67Data MiningTechnical SkillsInformation mgmt5 89,1032.628% 8,4421.788% -0.840%-31.963%
963Data modelingTechnical SkillsInformation mgmt1 100,2562.957% 18,5603.931% 0.974%32.941%
68Data WarehousingTechnical SkillsInformation mgmt2 156,9894.631% 29,7226.296% 1.665%35.956%
69Database AdministrationTechnical SkillsInformation mgmt12 205,7276.068% 33,1987.032% 0.964%15.881%
969Database design softwareTechnical SkillsInformation mgmt15 168,2734.963% 26,1715.543% 0.580%11.685%
1268Database ReportingTechnical SkillsInformation mgmt3 54,0381.594% 6,4741.371% -0.223%-13.967%
1269Database SecurityTechnical SkillsInformation mgmt2 4610.014% 610.013% -0.001%-4.979%
1270Database ServersTechnical SkillsInformation mgmt3 45,6281.346% 4,9471.048% -0.298%-22.143%
1271Database TestingTechnical SkillsInformation mgmt1 2,4740.073% 5590.118% 0.045%62.256%
1160DebuggingTechnical SkillsSoftware development7 211,9176.251% 38,6918.195% 1.945%31.109%
418Desktop publishing softwareTechnical SkillsBusiness applications13 47,0961.389% 4,2600.902% -0.487%-35.045%
1272Development EnvironmentTechnical SkillsSoftware development13 145,9484.305% 25,5745.417% 1.112%25.832%
1273Digital ImagingTechnical SkillsHardware1 2,0240.060% 290.006% -0.054%-89.711%
883Digital Signal Processor (DSP)Technical SkillsHardware2 9,4960.280% 7170.152% -0.128%-45.779%
423Disk operating system (DOS)Technical SkillsBusiness applications1 9,9430.293% 9310.197% -0.096%-32.761%
1307Doctor of PhilosophyTechnical SkillsMisc3 158,1294.664% 8,5901.819% -2.845%-60.990%
973Document management softwareTechnical SkillsInformation mgmt4 31,0110.915% 4,1240.874% -0.041%-4.502%
1020Domain name system (DNS)Technical SkillsNetwork3 98,0952.893% 16,2563.443% 0.550%19.003%
61DreamweaverTechnical SkillsSoftware development1 18,5760.548% 1,6110.341% -0.207%-37.722%
54DSS/GDSSTechnical SkillsBusiness applications5 41,4521.223% 5,5011.165% -0.057%-4.702%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 1280.004% 190.004% 0.000%6.594%
62EclipseTechnical SkillsSoftware development1 63,6031.876% 11,9982.541% 0.665%35.463%
1308Electronic CommerceTechnical SkillsBusiness applications2 146,0344.307% 26,4615.605% 1.297%30.119%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 28,1250.830% 5,1151.083% 0.254%30.600%
1023Electronic mail softwareTechnical SkillsNetwork8 52,5991.551% 7,7961.651% 0.100%6.435%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 163,1484.812% 24,4065.170% 0.357%7.425%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications14 202,6925.979% 22,6884.806% -1.173%-19.620%
1321Environmental CertificationTechnical SkillsEnvironmental1 2590.008% 460.010% 0.002%27.540%
1328Environmental CleanupTechnical SkillsEnvironmental1 9650.028% 2350.050% 0.021%74.876%
1329Environmental EnergyTechnical SkillsEnvironmental21 10,5030.310% 1,7620.373% 0.063%20.471%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 10,4590.309% 2,8310.600% 0.291%94.375%
1327Environmental PollutionTechnical SkillsEnvironmental15 39,6761.170% 1,2950.274% -0.896%-76.561%
1324Environmental Pollution ControlTechnical SkillsEnvironmental6 5,0920.150% 4250.090% -0.060%-40.064%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental6 1,7320.051% 2210.047% -0.004%-8.371%
1326Environmental Product StewardshipTechnical SkillsEnvironmental10 49,3061.454% 9020.191% -1.263%-86.863%
1331Environmental ScienceTechnical SkillsEnvironmental2 1,2760.038% 1530.032% -0.005%-13.895%
1322Environmental TechnologyTechnical SkillsEnvironmental2 6090.018% 380.008% -0.010%-55.192%
461Expert system softwareTechnical SkillsBusiness applications1 1,1670.034% 1280.027% -0.007%-21.236%
1359FacebookTechnical SkillsSocial Networking1 334,7469.874% 224,68747.592% 37.718%382.006%
463Facilities management softwareTechnical SkillsBusiness applications4 11,3020.333% 1,2310.261% -0.073%-21.785%
468Flight control softwareTechnical SkillsBusiness applications1 9600.028% 640.014% -0.015%-52.126%
469Flowchart softwareTechnical SkillsBusiness applications4 9,1200.269% 1,9820.420% 0.151%56.063%
1112Fraud DetectionTechnical SkillsSecurity1 15,4690.456% 2,4660.522% 0.066%14.478%
63FrontPageTechnical SkillsSoftware development1 3,1850.094% 1100.023% -0.071%-75.199%
475Fund accounting softwareTechnical SkillsBusiness applications1 1,6380.048% 1440.031% -0.018%-36.870%
1260GamingTechnical SkillsMisc2 65,5561.934% 12,1912.582% 0.649%33.542%
113Generic databasesTechnical SkillsInformation mgmt2 464,93513.714% 76,86816.282% 2.568%18.725%
1365Google AppsTechnical SkillsBusiness applications4 10,8630.320% 1,5000.318% -0.003%-0.841%
1364Google PlusTechnical SkillsSocial Networking1 1,3030.038% 5050.107% 0.069%178.315%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications30 204,4676.031% 23,7785.037% -0.994%-16.489%
484Graphic softwareTechnical SkillsBusiness applications16 275,2778.120% 38,2108.093% -0.026%-0.323%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 62,4591.842% 7,1661.518% -0.324%-17.611%
1323Green ITTechnical SkillsEnvironmental8 9,2280.272% 9720.206% -0.066%-24.361%
893Guidance systemsTechnical SkillsHardware1 1620.005% 80.002% -0.003%-64.538%
895Hardware description language (HDL)Technical SkillsHardware2 9010.027% 640.014% -0.013%-48.991%
1277Hardware DesignTechnical SkillsHardware19 23,7980.702% 2,6120.553% -0.149%-21.183%
1278Hardware TestingTechnical SkillsHardware4 8,7250.257% 5540.117% -0.140%-54.403%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 1,4220.042% 1710.036% -0.006%-13.645%
492Helpdesk or call centerTechnical SkillsBusiness applications2 206,6816.096% 19,0794.041% -2.055%-33.710%
114IBM databasesTechnical SkillsInformation mgmt2 86,8192.561% 12,9632.746% 0.185%7.221%
121IBM operating systemsTechnical SkillsBusiness applications4 72,6432.143% 7,8931.672% -0.471%-21.974%
898Image capture devicesTechnical SkillsHardware8 14,7180.434% 2,2890.485% 0.051%11.683%
524Industrial control softwareTechnical SkillsBusiness applications3 12,7760.377% 1,4300.303% -0.074%-19.623%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 44,5641.314% 7,1551.516% 0.201%15.296%
899InfraredTechnical SkillsHardware1 4,6700.138% 1230.026% -0.112%-81.086%
1180InstallationTechnical SkillsSoftware development1 282,2888.326% 38,0888.068% -0.259%-3.109%
901Interface definition language (IDL)Technical SkillsHardware1 1,1450.034% 520.011% -0.023%-67.387%
536Internet browser softwareTechnical SkillsBusiness applications4 20,6740.610% 2,8680.607% -0.002%-0.380%
541Inventory management softwareTechnical SkillsBusiness applications3 16,4470.485% 2,5190.534% 0.048%9.984%
73IT Architecture/StandardsTechnical SkillsHardware2 27,1870.802% 3,8540.816% 0.014%1.798%
1357Java METechnical SkillsMobile Platforms2 1,3300.039% 630.013% -0.026%-65.984%
1035KernelTechnical SkillsNetwork1 31,8470.939% 3,1830.674% -0.265%-28.228%
907LasersTechnical SkillsHardware1 9230.027% 700.015% -0.012%-45.539%
1038License management softwareTechnical SkillsNetwork1 2,0190.060% 4120.087% 0.028%46.538%
1361LinkedInTechnical SkillsSocial Networking1 24,7510.730% 5,9541.261% 0.531%72.745%
908Mainframe computersTechnical SkillsHardware2 112,4893.318% 9,9632.110% -1.208%-36.398%
124Mainframe operating systemsTechnical SkillsBusiness applications7 48,0081.416% 4,5880.972% -0.444%-31.372%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 76,1992.248% 9,9852.115% -0.133%-5.900%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 18,3040.540% 1,3610.288% -0.252%-46.605%
1281Medical softwareTechnical SkillsBusiness applications9 22,9110.676% 2,9880.633% -0.043%-6.346%
115Microsoft databasesTechnical SkillsInformation mgmt5 459,12413.542% 78,48916.625% 3.083%22.763%
119Microsoft operating systemsTechnical SkillsBusiness applications4 671,30919.801% 89,67618.995% -0.806%-4.072%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 14,6360.432% 4,4920.951% 0.520%120.398%
625MultimediaTechnical SkillsBusiness applications1 143,2124.224% 2,8630.606% -3.618%-85.644%
1362MySpaceTechnical SkillsSocial Networking1 5,1600.152% 1280.027% -0.125%-82.186%
74Network administrationTechnical SkillsHardware12 259,0787.642% 29,1096.166% -1.476%-19.316%
1282Network Administration softwareTechnical SkillsNetwork17 161,5204.764% 27,7935.887% 1.123%23.566%
1283Network HardwareTechnical SkillsNetwork11 127,0333.747% 18,6473.950% 0.203%5.410%
1284Network Monitoring softwareTechnical SkillsNetwork14 80,5982.377% 14,6823.110% 0.733%30.813%
1059Network operation system software (NOS)Technical SkillsNetwork2 4,0980.121% 5310.112% -0.008%-6.951%
1122Network securityTechnical SkillsSecurity1 100,2162.956% 17,9633.805% 0.849%28.716%
1285Network Security softwareTechnical SkillsSecurity34 221,6186.537% 37,1397.867% 1.330%20.341%
1286Network softwareTechnical SkillsNetwork6 55,4561.636% 8,5981.821% 0.185%11.337%
1287Network TestingTechnical SkillsNetwork11 56,5241.667% 7,9751.689% 0.022%1.318%
1065Novell network softwareTechnical SkillsNetwork2 5,4890.162% 3380.072% -0.090%-55.781%
643OberonTechnical SkillsBusiness applications1 3710.011% 2060.044% 0.033%298.734%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 378,16211.154% 63,10913.367% 2.213%19.840%
1288Office ApplicationsTechnical SkillsBusiness applications13 498,36314.700% 72,93715.449% 0.749%5.097%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 38,4231.133% 5,1961.101% -0.033%-2.889%
116Open-source databasesTechnical SkillsInformation mgmt4 160,4724.733% 31,0426.575% 1.842%38.912%
118Open-source operating systemsTechnical SkillsBusiness applications8 490,44714.466% 78,10516.544% 2.077%14.361%
56Operating SystemsTechnical SkillsBusiness applications3 291,1428.588% 41,4028.770% 0.182%2.119%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 2,0010.059% 2460.052% -0.007%-11.717%
117Oracle databasesTechnical SkillsInformation mgmt1 599,27117.676% 89,22318.899% 1.223%6.916%
1354Palm OSTechnical SkillsMobile Platforms3 3,2380.096% 3850.082% -0.014%-14.617%
1289Physical ToolsTechnical SkillsHardware1 2100.006% 260.006% -0.001%-11.091%
683Point of sale (POS)Technical SkillsBusiness applications3 18,5130.546% 3,4330.727% 0.181%33.164%
931PrintersTechnical SkillsHardware3 30,3450.895% 4,8511.028% 0.132%14.798%
43ProgrammingTechnical SkillsSoftware development1 821,68524.237% 123,39326.136% 1.900%7.839%
700ProvisioningTechnical SkillsBusiness applications1 41,7961.233% 9,0351.914% 0.681%55.233%
1258Rate ControlTechnical SkillsTechnical applications1 1780.005% 30.001% -0.005%-87.897%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 43,4491.282% 3,7830.801% -0.480%-37.476%
1077Remote control softwareTechnical SkillsNetwork2 3,4630.102% 6380.135% 0.033%32.299%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 1,9690.058% 2650.056% -0.002%-3.353%
1262RoboticsTechnical SkillsHardware3 11,8090.348% 1,6200.343% -0.005%-1.487%
1318RSATechnical SkillsSecurity1 14,4300.426% 2,1070.446% 0.021%4.855%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 66,6381.966% 18,5943.938% 1.973%100.374%
44SDLCTechnical SkillsSoftware development7 385,71111.377% 76,80216.268% 4.891%42.988%
1132Secure shell (SSH)Technical SkillsSecurity1 3190.009% 560.012% 0.002%26.063%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 41,5071.224% 7,1011.504% 0.280%22.854%
76SecurityTechnical SkillsHardware4 2,243,42366.172% 469,17099.377% 33.205%50.179%
1315Security ClearanceTechnical SkillsMisc2 288,9778.524% 14,4773.066% -5.457%-64.025%
1135Security testing softwareTechnical SkillsSecurity1 7,3970.218% 1,3800.292% 0.074%33.972%
60Sharepoint ServerTechnical SkillsBusiness applications1 13,0020.384% 1,7700.375% -0.009%-2.242%
1084Signal generatorsTechnical SkillsNetwork1 6820.020% 680.014% -0.006%-28.400%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 29,5230.871% 4,3150.914% 0.043%4.957%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 108,4553.199% 23,9905.081% 1.882%58.844%
1220Simulation softwareTechnical SkillsSoftware development5 51,0111.505% 4,4410.941% -0.564%-37.482%
1366Social NetworkTechnical SkillsSocial Networking1 7,8400.231% 1,1180.237% 0.006%2.404%
1358Social NetworkingTechnical SkillsSocial Networking1 21,9280.647% 1,2960.275% -0.372%-57.558%
42Software DevelopmentTechnical SkillsSoftware development2 882,08926.018% 112,38623.805% -2.213%-8.507%
1291Software Development softwareTechnical SkillsSoftware development2 6,2450.184% 6440.136% -0.048%-25.947%
1309Software EngineeringTechnical SkillsSoftware development1 532,97815.721% 57,82712.249% -3.472%-22.087%
1292Software InstallationTechnical SkillsSoftware development4 351,66810.373% 63,10713.367% 2.994%28.865%
1223Software librariesTechnical SkillsSoftware development1 9230.027% 1570.033% 0.006%22.148%
1293Software MaintenanceTechnical SkillsSoftware development1 23,0800.681% 4,3230.916% 0.235%34.505%
1294Software TestingTechnical SkillsSoftware development14 347,18710.241% 62,47213.232% 2.992%29.215%
1225Source code management (SCM)Technical SkillsSoftware development5 111,2243.281% 20,7144.388% 1.107%33.738%
1229Static analysis softwareTechnical SkillsSoftware development1 2,1450.063% 5520.117% 0.054%84.800%
772Statistical analysis softwareTechnical SkillsBusiness applications23 263,5807.775% 35,4697.513% -0.262%-3.367%
774Statistical softwareTechnical SkillsBusiness applications1 112,7973.327% 13,3092.819% -0.508%-15.270%
1230Stress testing softwareTechnical SkillsSoftware development1 8,1130.239% 1,4900.316% 0.076%31.885%
122Sun operating systemsTechnical SkillsBusiness applications3 149,5274.410% 13,8032.924% -1.487%-33.711%
939Surveillance systemsTechnical SkillsHardware5 32,7050.965% 2,2800.483% -0.482%-49.938%
791Symantec softwareTechnical SkillsBusiness applications1 25,7380.759% 4,9681.052% 0.293%38.611%
1355SymbianTechnical SkillsMobile Platforms1 1110.003% 20.000% -0.003%-87.061%
1310System AdministrationTechnical SkillsNetwork4 219,9296.487% 28,0965.951% -0.536%-8.261%
45System TestingTechnical SkillsSoftware development5 68,1632.011% 11,8542.511% 0.500%24.884%
46Systems AnalysisTechnical SkillsSoftware development8 279,7878.253% 39,8478.440% 0.188%2.272%
47Systems DesignTechnical SkillsSoftware development1 46,6971.377% 6,0631.284% -0.093%-6.763%
1233Systems EvaluationTechnical SkillsSoftware development1 5380.016% 730.015% -0.000%-2.562%
1234Systems integrationTechnical SkillsSoftware development8 205,1086.050% 21,9504.649% -1.401%-23.150%
75TCP/IPTechnical SkillsHardware3 184,7525.449% 25,7295.450% 0.000%0.005%
1235Technology DesignTechnical SkillsSoftware development1 3,5850.106% 4450.094% -0.011%-10.862%
1236TemplatesTechnical SkillsSoftware development1 52,1751.539% 9,6772.050% 0.511%33.189%
1239Test implementationTechnical SkillsSoftware development1 1,1340.033% 2100.044% 0.011%32.983%
1302TestingTechnical SkillsSoftware development1 979,81028.901% 173,29236.706% 7.805%27.007%
1297Training softwareTechnical SkillsBusiness applications3 4,0260.119% 2920.062% -0.057%-47.917%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 4,9520.146% 5990.127% -0.019%-13.137%
1360TwitterTechnical SkillsSocial Networking1 45,9581.356% 8,7431.852% 0.496%36.612%
123UNIX operating systemsTechnical SkillsBusiness applications5 547,32416.144% 63,24013.395% -2.749%-17.027%
1298UNIX ShellsTechnical SkillsBusiness applications4 107,5143.171% 18,5663.933% 0.761%24.006%
48User-Interface DesignTechnical SkillsSoftware development2 218,7266.452% 37,2337.886% 1.435%22.241%
836Video creation and editing softwareTechnical SkillsBusiness applications3 12,7080.375% 2,0330.431% 0.056%14.881%
64Visual StudioTechnical SkillsSoftware development1 107,8123.180% 20,8044.407% 1.227%38.570%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 4,9820.147% 5280.112% -0.035%-23.894%
77Voice/Data TelecomTechnical SkillsHardware10 317,4489.363% 36,4807.727% -1.637%-17.478%
1299Web Application ServerTechnical SkillsBusiness applications8 158,9514.688% 21,2834.508% -0.180%-3.848%
1248Web platform development softwareTechnical SkillsSoftware development5 10,4740.309% 8620.183% -0.126%-40.900%
65web programmerTechnical SkillsSoftware development4 85,7302.529% 3,4800.737% -1.792%-70.850%
58Web serversTechnical SkillsBusiness applications6 233,8226.897% 34,7877.368% 0.472%6.837%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 167,8554.951% 30,5226.465% 1.514%30.578%
1356Windows CETechnical SkillsMobile Platforms4 20,3990.602% 2,7920.591% -0.010%-1.713%
1102WirelessTechnical SkillsNetwork5 137,9884.070% 19,2394.075% 0.005%0.122%
1363YouTubeTechnical SkillsSocial Networking2 5,5020.162% 9100.193% 0.030%18.771%
79.NETProgramming SkillsCurrent1 385,11311.359% 58,45812.382% 1.023%9.005%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 1080.003% 200.004% 0.001%32.983%
209A programming language (APL)Programming SkillsLegacy2 4,8840.144% 4110.087% -0.057%-39.570%
99AdaProgramming SkillsLegacy1 12,7210.375% 1,6450.348% -0.027%-7.139%
80AJAXProgramming SkillsCurrent1 197,3815.822% 30,3476.428% 0.606%10.408%
192Apple AppleScriptProgramming SkillsCurrent1 4670.014% 930.020% 0.006%43.007%
81ASPProgramming SkillsCurrent2 249,5157.360% 37,8468.016% 0.657%8.921%
108AssemblyProgramming SkillsLegacy2 9,3390.275% 4870.103% -0.172%-62.553%
211AWKProgramming SkillsLegacy1 6,8830.203% 1,2410.263% 0.060%29.474%
212BProgramming SkillsLegacy1 43,8751.294% 6,2411.322% 0.028%2.147%
83C#Programming SkillsCurrent2 357,99410.559% 61,50113.027% 2.467%23.366%
82C/C++Programming SkillsCurrent3 557,25816.437% 66,07813.996% -2.441%-14.849%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 230,9386.812% 56,46711.961% 5.149%75.586%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 8490.025% 1690.036% 0.011%42.945%
84CGIProgramming SkillsCurrent2 23,8660.704% 6,2911.333% 0.629%89.291%
217ClipperProgramming SkillsLegacy1 5510.016% 1060.022% 0.006%38.148%
218CLUProgramming SkillsLegacy1 3400.010% 250.005% -0.005%-47.198%
100CobolProgramming SkillsLegacy1 26,7800.790% 3,5130.744% -0.046%-5.799%
85ColdFusionProgramming SkillsCurrent2 22,8650.674% 1,8940.401% -0.273%-40.516%
219Combined programming language (CPL)Programming SkillsLegacy1 4960.015% 420.009% -0.006%-39.192%
195Component object model (COM)Programming SkillsCurrent1 5420.016% 700.015% -0.001%-7.255%
125Database programmingProgramming SkillsCurrent3 81,5772.406% 10,9972.329% -0.077%-3.195%
196Distributed component object model (DCOM)Programming SkillsCurrent1 5,5920.165% 3260.069% -0.096%-58.136%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 19,8620.586% 2,8000.593% 0.007%1.234%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 5,5450.164% 9300.197% 0.033%20.440%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 36,4931.076% 4,2890.908% -0.168%-15.601%
109ForthProgramming SkillsLegacy1 8,9790.265% 1,8810.398% 0.134%50.436%
102FortranProgramming SkillsLegacy1 5,2770.156% 3620.077% -0.079%-50.738%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 610,21317.999% 78,96216.725% -1.274%-7.076%
222JProgramming SkillsLegacy1 12,7820.377% 1,4540.308% -0.069%-18.313%
87Java/J2EE/J2PProgramming SkillsCurrent4 741,15421.861% 120,46525.516% 3.655%16.719%
97JavaScriptProgramming SkillsCurrent3 377,84811.145% 81,16217.191% 6.046%54.250%
89JavaServer FacesProgramming SkillsCurrent3 29,7860.879% 4,4010.932% 0.054%6.103%
88JavaServer PagesProgramming SkillsCurrent3 131,1123.867% 15,7493.336% -0.531%-13.742%
223Job control language (JCL)Programming SkillsLegacy2 17,7250.523% 2,1580.457% -0.066%-12.571%
126LAMPProgramming SkillsCurrent1 34,9081.030% 5,9951.270% 0.240%23.326%
104LispProgramming SkillsLegacy1 2,1230.063% 3010.064% 0.001%1.814%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 1,6250.048% 3230.068% 0.020%42.738%
201Microsoft ActiveXProgramming SkillsCurrent1 5,2860.156% 3570.076% -0.080%-51.501%
107PascalProgramming SkillsLegacy1 1,7950.053% 2730.058% 0.005%9.216%
90PerlProgramming SkillsCurrent1 238,8587.045% 32,2716.835% -0.210%-2.980%
91PHPProgramming SkillsCurrent1 134,3393.962% 22,6604.800% 0.837%21.129%
103PL/1Programming SkillsLegacy3 5530.016% 610.013% -0.003%-20.787%
105PrologProgramming SkillsLegacy1 1,4030.041% 1030.022% -0.020%-47.281%
95PythonProgramming SkillsCurrent1 140,1394.134% 35,4637.512% 3.378%81.721%
228Register transfer language (RTL)Programming SkillsLegacy1 41,5321.225% 11,1172.355% 1.130%92.218%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 1,3460.040% 3220.068% 0.029%71.791%
206Scripting languagesProgramming SkillsCurrent1 64,3021.897% 11,1502.362% 0.465%24.520%
101SmalltalkProgramming SkillsLegacy1 1,0110.030% 350.007% -0.022%-75.140%
92SQLProgramming SkillsCurrent3 1,002,64829.574% 169,41335.884% 6.310%21.336%
110TCLProgramming SkillsLegacy1 15,8340.467% 1,5630.331% -0.136%-29.114%
98Unified Modeling LanguageProgramming SkillsCurrent2 100,0712.952% 10,7392.275% -0.677%-22.937%
93Visual BasicProgramming SkillsCurrent6 229,0246.755% 28,0545.942% -0.813%-12.036%
207Web service definition language (WSDL)Programming SkillsCurrent2 25,6610.757% 4,3500.921% 0.164%21.732%
94XMLProgramming SkillsCurrent2 413,67412.202% 60,07412.725% 0.523%4.284%
1342Computer ScienceMajorsComputer Science2 2,355,16369.468% 370,98078.579% 9.111%13.115%
1344Information TechnologyMajorsInformation Technology3 1,540,05245.426% 169,75235.956% -9.470%-20.847%
1343Management Information SystemsMajorsManagement Information Systems9 902,84626.630% 130,35327.611% 0.980%3.681%

mis Degrees

Management Information Systems

2014-11-12Jobs Found:902,611Click 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 2,7190.301% 7920.608% 0.306%101.704%
2Attention to DetailsSoft SkillsProblem-solving skills1 3,4260.380% 5900.453% 0.073%19.252%
8Conflict ResolutionSoft SkillsInterpersonal skills1 5,9870.663% 1,1350.871% 0.207%31.276%
231CooperationSoft SkillsInterpersonal skills1 9,9261.100% 1,1970.918% -0.181%-16.494%
3CreativitySoft SkillsProblem-solving skills3 25,0552.776% 4,6483.566% 0.790%28.461%
4Critical thinkingSoft SkillsProblem-solving skills3 12,2751.360% 2,9972.299% 0.939%69.069%
1300FlexibilitySoft SkillsWork ethic1 31,7723.520% 5,9584.571% 1.051%29.854%
232IndependenceSoft SkillsInterpersonal skills1 5,1520.571% 1,1180.858% 0.287%50.268%
13Initiative/Motivation to workSoft SkillsWork ethic5 125,25313.877% 21,17316.244% 2.367%17.056%
256InnovationSoft SkillsProblem-solving skills1 71,0387.870% 11,6368.927% 1.057%13.426%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 109,37712.118% 18,22513.982% 1.864%15.383%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 6960.077% 1370.105% 0.028%36.305%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 71,2447.893% 13,04510.008% 2.115%26.793%
10LeadershipSoft SkillsInterpersonal skills1 209,52023.213% 32,32124.796% 1.583%6.822%
258LearningSoft SkillsProblem-solving skills1 50,9015.639% 9,5677.340% 1.700%30.151%
1Learning AbilitySoft SkillsProblem-solving skills3 15,9041.762% 3,3762.590% 0.828%46.993%
236ListeningSoft SkillsLanguage skills1 15,4621.713% 2,9922.295% 0.582%33.997%
260MathematicsSoft SkillsProblem-solving skills3 53,0785.880% 8,3786.427% 0.547%9.301%
261MemorizationSoft SkillsProblem-solving skills1 230.003% 150.012% 0.009%351.609%
18Negotiation SkillsSoft SkillsLanguage skills1 10,4761.161% 1,5401.181% 0.021%1.795%
262OptimizationSoft SkillsProblem-solving skills1 37,7284.180% 6,9505.332% 1.152%27.562%
19Oral CommunicationsSoft SkillsLanguage skills3 15,2421.689% 2,1061.616% -0.073%-4.321%
273PersistenceSoft SkillsWork ethic1 3,0420.337% 7240.555% 0.218%64.808%
239PersuasionSoft SkillsLanguage skills1 1,8600.206% 3380.259% 0.053%25.836%
1301Physical SkillSoft SkillsWork ethic2 1,2880.143% 2600.199% 0.057%39.784%
240PresentationsSoft SkillsLanguage skills1 51,7325.731% 7,8826.047% 0.316%5.506%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 185,66320.570% 32,21024.711% 4.141%20.134%
20Questioning skillsSoft SkillsLanguage skills1 1950.022% 330.025% 0.004%17.187%
241Reading ComprehensionSoft SkillsLanguage skills1 1980.022% 310.024% 0.002%8.417%
6Research skillsSoft SkillsProblem-solving skills1 1,6820.186% 2500.192% 0.005%2.923%
15ResponsibilitySoft SkillsWork ethic2 105,22411.658% 15,00511.512% -0.146%-1.254%
234Self ControlSoft SkillsInterpersonal skills1 1480.016% 380.029% 0.013%77.796%
11Self-esteemSoft SkillsInterpersonal skills1 270.003% 20.002% -0.001%-48.706%
16Self-managementSoft SkillsWork ethic1 1,1230.124% 1530.117% -0.007%-5.657%
250Stress ToleranceSoft SkillsPhysical skills1 1910.021% 460.035% 0.014%66.772%
12TeamworkSoft SkillsInterpersonal skills1 49,6335.499% 8,1256.233% 0.735%13.358%
17Time ManagementSoft SkillsWork ethic2 37,1354.114% 6,6855.129% 1.014%24.657%
268VisualizationSoft SkillsProblem-solving skills1 5,8530.648% 1,2240.939% 0.291%44.811%
7Working under pressureSoft SkillsProblem-solving skills1 4650.052% 950.073% 0.021%41.472%
21Written CommunicationsSoft SkillsLanguage skills4 143,25815.872% 21,68816.639% 0.767%4.834%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 33,3483.695% 7,3265.620% 1.926%52.124%
172Account managementBusiness SkillsManagement skills1 11,5881.284% 1,3191.012% -0.272%-21.180%
22AccountingBusiness SkillsBusiness processes4 118,32813.110% 11,3028.671% -4.439%-33.860%
1263Accounting softwareBusiness SkillsBusiness processes7 5,5770.618% 6810.522% -0.095%-15.444%
174AdministrationBusiness SkillsManagement skills3 264,28429.280% 38,11229.239% -0.041%-0.140%
1313AnalystBusiness SkillsProject management1 226,25225.066% 33,32725.568% 0.502%2.001%
175Application managementBusiness SkillsManagement skills5 76,0668.427% 12,3659.486% 1.059%12.565%
150Asset managementBusiness SkillsBusiness processes1 17,9401.988% 2,7242.090% 0.102%5.144%
151AuditingBusiness SkillsBusiness processes4 83,1389.211% 11,3188.683% -0.528%-5.731%
1264Auditing softwareBusiness SkillsBusiness processes1 1830.020% 100.008% -0.013%-62.160%
152BillingBusiness SkillsBusiness processes1 25,7242.850% 2,9942.297% -0.553%-19.404%
1314Business AnalystBusiness SkillsProject management1 71,6017.933% 12,3429.469% 1.536%19.362%
35Business IntelligenceBusiness SkillsStrategy skills1 46,0915.106% 9,2157.070% 1.963%38.445%
155Business performance management (BPM)Business SkillsBusiness processes2 5,3120.589% 9930.762% 0.173%29.447%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 17,3771.925% 1,3861.063% -0.862%-44.768%
36Business StrategyBusiness SkillsStrategy skills3 198,30421.970% 31,87724.455% 2.485%11.313%
182Calendar and schedulingBusiness SkillsProject management3 46,1925.118% 6,5615.033% -0.084%-1.644%
156Capacity planningBusiness SkillsBusiness processes1 21,3912.370% 3,6812.824% 0.454%19.161%
28Change ManagementBusiness SkillsManagement skills1 47,7925.295% 9,7667.492% 2.197%41.502%
183Content workflowBusiness SkillsProject management1 660.007% 360.028% 0.020%277.710%
24Contracting and legalBusiness SkillsBusiness processes2 58,4886.480% 6,0114.612% -1.868%-28.833%
176CoordinationBusiness SkillsManagement skills1 60,2186.672% 9,2107.066% 0.394%5.909%
157Cost accountingBusiness SkillsBusiness processes1 2,8660.318% 1670.128% -0.189%-59.650%
158Cost estimationBusiness SkillsBusiness processes1 1,0140.112% 960.074% -0.039%-34.441%
1312Customer SupportBusiness SkillsBusiness processes6 215,48123.873% 32,21624.716% 0.842%3.529%
1339EducationBusiness SkillsIndustry Segment1 10,0531.114% 1,3241.016% -0.098%-8.801%
1333EnergyBusiness SkillsIndustry Segment1 57,5036.371% 7,8976.058% -0.312%-4.902%
1340EntertainmentBusiness SkillsIndustry Segment1 14,8011.640% 2,0481.571% -0.069%-4.184%
1319EnvironmentalBusiness SkillsEnvironmental14 22,9782.546% 3,4372.637% 0.091%3.578%
1320Environmental StrategyBusiness SkillsEnvironmental6 1,8910.210% 7600.583% 0.374%178.305%
161FinancialBusiness SkillsBusiness processes2 242,99626.921% 34,31526.326% -0.596%-2.212%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 1,7290.192% 2850.219% 0.027%14.143%
1332Health CareBusiness SkillsIndustry Segment2 147,56916.349% 22,44417.219% 0.870%5.319%
177Human resourcesBusiness SkillsManagement skills2 53,3725.913% 5,4424.175% -1.738%-29.394%
1336InsuranceBusiness SkillsIndustry Segment1 7,2080.799% 1,3561.040% 0.242%30.270%
1316Managing/SupervisionBusiness SkillsManagement skills5 410,68845.500% 53,01240.670% -4.830%-10.616%
1334ManufacturingBusiness SkillsIndustry Segment2 64,0337.094% 7,3295.623% -1.472%-20.742%
26MarketingBusiness SkillsBusiness processes1 78,6868.718% 7,5495.791% -2.926%-33.566%
185MonitoringBusiness SkillsProject management1 124,25013.766% 21,34116.372% 2.607%18.937%
179NegotiationBusiness SkillsManagement skills1 41,1164.555% 6,4584.954% 0.399%8.764%
163Operation and ControlBusiness SkillsBusiness processes2 6840.076% 860.066% -0.010%-12.935%
29Outsourcing ManagementBusiness SkillsManagement skills3 29,7793.299% 5,3334.091% 0.792%24.011%
167ProcurementBusiness SkillsBusiness processes1 24,3932.702% 3,1042.381% -0.321%-11.884%
1290Project Management softwareBusiness SkillsProject management2 36,7234.069% 6,1564.723% 0.654%16.081%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 216,65324.003% 33,80725.936% 1.933%8.054%
168QualityBusiness SkillsBusiness processes1 273,96130.352% 45,89935.213% 4.861%16.015%
1337Real EstateBusiness SkillsIndustry Segment2 9,4391.046% 1,0480.804% -0.242%-23.116%
1335RetailBusiness SkillsIndustry Segment2 166,53718.451% 17,93413.759% -4.692%-25.430%
34Risk ManagementBusiness SkillsProject management1 40,9174.533% 6,2904.826% 0.292%6.450%
169Service OrientationBusiness SkillsBusiness processes1 8,3090.921% 1,3641.046% 0.126%13.675%
27Supply Chain ManagementBusiness SkillsBusiness processes3 31,3783.476% 4,2413.254% -0.223%-6.407%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 2,4800.275% 2950.226% -0.048%-17.630%
178TeachingBusiness SkillsManagement skills7 30,5673.387% 3,9103.000% -0.387%-11.422%
190TimekeepingBusiness SkillsProject management3 22,5952.503% 2,2841.752% -0.751%-30.002%
1296Timekeeping softwareBusiness SkillsProject management1 1,6160.179% 2830.217% 0.038%21.268%
171Total quality management (TQM)Business SkillsBusiness processes2 1,4600.162% 1210.093% -0.069%-42.611%
180TroubleshootingBusiness SkillsManagement skills1 126,32913.996% 22,97917.629% 3.633%25.959%
181VerificationBusiness SkillsManagement skills1 27,0692.999% 4,6603.575% 0.576%19.210%
1338Waste ManagementBusiness SkillsIndustry Segment1 2,0800.230% 1880.144% -0.086%-37.412%
191WorkflowBusiness SkillsProject management1 50,9575.646% 8,4906.513% 0.868%15.373%
31Working GloballyBusiness SkillsManagement skills3 4,4210.490% 1790.137% -0.352%-71.963%
32Working with Virtual TeamsBusiness SkillsManagement skills2 1,8010.200% 4370.335% 0.136%68.022%
514GLTechnical SkillsSoftware development3 2,2540.250% 2080.160% -0.090%-36.099%
987Access servers & softwareTechnical SkillsNetwork10 34,6733.841% 6,5195.001% 1.160%30.193%
38Agile Development MethodsTechnical SkillsSoftware development3 14,0571.557% 4,2633.271% 1.713%110.001%
304Algorithmic softwareTechnical SkillsBusiness applications1 370.004% 00.000% -0.004%-100.000%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 7360.082% 820.063% -0.019%-22.850%
1352AndroidTechnical SkillsMobile Platforms3 4,2340.469% 2,3341.791% 1.322%281.724%
1351Apple iOSTechnical SkillsMobile Platforms6 3,6670.406% 1,7021.306% 0.899%221.402%
120Apple operating systemsTechnical SkillsBusiness applications6 15,3921.705% 4,0493.106% 1.401%82.160%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 6920.077% 250.019% -0.057%-74.983%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 90.001% 00.000% -0.001%-100.000%
1265Backup & RecoveryTechnical SkillsTechnical applications16 94,54610.475% 14,73011.301% 0.826%7.885%
1353BlackberryTechnical SkillsMobile Platforms2 7,2290.801% 1,0650.817% 0.016%2.017%
336Borland DelphiTechnical SkillsBusiness applications1 1,5070.167% 1960.150% -0.017%-9.938%
337Borland JBuilderTechnical SkillsBusiness applications1 9960.110% 340.026% -0.084%-76.362%
338Borland ParadoxTechnical SkillsBusiness applications1 1290.014% 140.011% -0.004%-24.848%
72Business Continuity PlanningTechnical SkillsHardware2 15,7941.750% 3,1632.427% 0.677%38.678%
352Cadence OpusTechnical SkillsBusiness applications1 3450.038% 650.050% 0.012%30.465%
868CalculatorsTechnical SkillsHardware1 1,5350.170% 250.019% -0.151%-88.722%
39CASE ToolsTechnical SkillsSoftware development1 45,5045.041% 7,0075.376% 0.334%6.631%
367Categorization or classification softwareTechnical SkillsBusiness applications1 3,8030.421% 6010.461% 0.040%9.433%
112CertificationTechnical SkillsMisc3 218,45424.202% 33,93226.032% 1.830%7.560%
78CiscoTechnical SkillsHardware1 47,2955.240% 8,1356.241% 1.001%19.108%
1009Cisco Systems IOSTechnical SkillsNetwork1 7,7000.853% 2,9672.276% 1.423%166.825%
40Client-ServerTechnical SkillsSoftware development1 25,6662.844% 2,9252.244% -0.600%-21.084%
1011Cluster server softwareTechnical SkillsNetwork8 12,1081.341% 2,3241.783% 0.441%32.912%
1147CMAKETechnical SkillsSoftware development1 240.003% 150.012% 0.009%332.792%
1151Compatibility testingTechnical SkillsSoftware development1 1550.017% 410.031% 0.014%83.169%
1152CompilersTechnical SkillsSoftware development5 7,8650.871% 1,0620.815% -0.057%-6.497%
1255Compliance softwareTechnical SkillsTechnical applications3 10,4141.154% 1,8581.425% 0.272%23.546%
385Computer aided design (CAD)Technical SkillsBusiness applications12 5,8540.649% 6440.494% -0.154%-23.821%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 1,2150.135% 1640.126% -0.009%-6.531%
875Computer diagnosticsTechnical SkillsHardware5 40,4444.481% 6,7215.156% 0.675%15.075%
1107Computer forensicsTechnical SkillsSecurity1 3,6980.410% 2900.222% -0.187%-45.696%
1266Computer HardwareTechnical SkillsHardware15 27,0352.995% 3,4142.619% -0.376%-12.555%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 6140.068% 1120.086% 0.018%26.313%
1015Computer serversTechnical SkillsNetwork6 93,62610.373% 14,87511.412% 1.039%10.017%
1267Computer UtilitiesTechnical SkillsMisc1 810.009% 190.015% 0.006%62.431%
59Content ManagerTechnical SkillsBusiness applications1 1,5410.171% 1640.126% -0.045%-26.305%
878ControllersTechnical SkillsHardware2 5,1530.571% 6500.499% -0.072%-12.652%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 6630.073% 1130.087% 0.013%18.022%
407Customer information control system (CICS)Technical SkillsBusiness applications2 4,9500.548% 7380.566% 0.018%3.241%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 64,3207.126% 9,8737.574% 0.448%6.293%
953Data acquisition systemsTechnical SkillsInformation mgmt1 4,6380.514% 7490.575% 0.061%11.828%
955Data compression softwareTechnical SkillsInformation mgmt1 1,4320.159% 2830.217% 0.058%36.849%
956Data conversion softwareTechnical SkillsInformation mgmt1 6,2120.688% 9160.703% 0.015%2.109%
958Data dictionaryTechnical SkillsInformation mgmt1 3,8560.427% 6050.464% 0.037%8.647%
959Data entryTechnical SkillsInformation mgmt1 5,8950.653% 6520.500% -0.153%-23.412%
962Data mappingTechnical SkillsInformation mgmt1 5,5530.615% 1,1190.858% 0.243%39.541%
67Data MiningTechnical SkillsInformation mgmt5 14,3001.584% 2,2051.692% 0.107%6.776%
963Data modelingTechnical SkillsInformation mgmt1 33,5343.715% 6,4004.910% 1.195%32.158%
68Data WarehousingTechnical SkillsInformation mgmt2 51,8745.747% 9,8337.544% 1.797%31.261%
69Database AdministrationTechnical SkillsInformation mgmt12 71,9567.972% 10,0747.729% -0.243%-3.053%
969Database design softwareTechnical SkillsInformation mgmt15 53,9585.978% 8,5006.521% 0.543%9.084%
1268Database ReportingTechnical SkillsInformation mgmt3 22,8142.528% 2,9472.261% -0.267%-10.550%
1269Database SecurityTechnical SkillsInformation mgmt2 540.006% 70.005% -0.001%-10.236%
1270Database ServersTechnical SkillsInformation mgmt3 14,4471.601% 1,6781.287% -0.313%-19.571%
1271Database TestingTechnical SkillsInformation mgmt1 6850.076% 1200.092% 0.016%21.308%
1160DebuggingTechnical SkillsSoftware development7 46,9745.204% 9,7917.511% 2.307%44.334%
418Desktop publishing softwareTechnical SkillsBusiness applications13 11,8161.309% 9370.719% -0.590%-45.088%
1272Development EnvironmentTechnical SkillsSoftware development13 28,2653.131% 5,4804.204% 1.073%34.255%
1273Digital ImagingTechnical SkillsHardware1 1,1790.131% 80.006% -0.124%-95.301%
883Digital Signal Processor (DSP)Technical SkillsHardware2 7020.078% 420.032% -0.046%-58.570%
423Disk operating system (DOS)Technical SkillsBusiness applications1 3,2370.359% 2700.207% -0.151%-42.241%
1307Doctor of PhilosophyTechnical SkillsMisc3 18,9142.095% 1,0890.835% -1.260%-60.130%
973Document management softwareTechnical SkillsInformation mgmt4 12,0651.337% 1,5131.161% -0.176%-13.162%
1020Domain name system (DNS)Technical SkillsNetwork3 30,4053.369% 5,0773.895% 0.526%15.628%
61DreamweaverTechnical SkillsSoftware development1 4,6260.513% 3400.261% -0.252%-49.105%
54DSS/GDSSTechnical SkillsBusiness applications5 16,1901.794% 2,1731.667% -0.127%-7.058%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 310.003% 130.010% 0.007%190.390%
62EclipseTechnical SkillsSoftware development1 13,9051.541% 2,8932.219% 0.679%44.071%
1308Electronic CommerceTechnical SkillsBusiness applications2 26,9892.990% 4,0613.116% 0.125%4.195%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 10,5521.169% 1,6831.291% 0.122%10.446%
1023Electronic mail softwareTechnical SkillsNetwork8 17,9111.984% 2,8062.153% 0.168%8.484%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 66,0637.319% 9,6247.383% 0.064%0.878%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications14 70,6247.824% 8,9856.893% -0.931%-11.902%
1321Environmental CertificationTechnical SkillsEnvironmental1 660.007% 200.015% 0.008%109.839%
1328Environmental CleanupTechnical SkillsEnvironmental1 270.003% 20.002% -0.001%-48.706%
1329Environmental EnergyTechnical SkillsEnvironmental21 4,8070.533% 6040.463% -0.069%-12.991%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 2,5110.278% 5770.443% 0.164%59.121%
1327Environmental PollutionTechnical SkillsEnvironmental15 2,6930.298% 5350.410% 0.112%37.568%
1324Environmental Pollution ControlTechnical SkillsEnvironmental6 1,8710.207% 2020.155% -0.052%-25.239%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental6 4540.050% 1120.086% 0.036%70.829%
1326Environmental Product StewardshipTechnical SkillsEnvironmental10 3,3040.366% 2890.222% -0.144%-39.430%
1331Environmental ScienceTechnical SkillsEnvironmental2 1,1260.125% 490.038% -0.087%-69.866%
1322Environmental TechnologyTechnical SkillsEnvironmental2 2290.025% 150.012% -0.014%-54.642%
461Expert system softwareTechnical SkillsBusiness applications1 3460.038% 500.038% 0.000%0.068%
1359FacebookTechnical SkillsSocial Networking1 83,2179.220% 56,00442.965% 33.746%366.022%
463Facilities management softwareTechnical SkillsBusiness applications4 6,5910.730% 4870.374% -0.357%-48.834%
468Flight control softwareTechnical SkillsBusiness applications1 1150.013% 180.014% 0.001%8.386%
469Flowchart softwareTechnical SkillsBusiness applications4 3,3570.372% 6070.466% 0.094%25.209%
1112Fraud DetectionTechnical SkillsSecurity1 5,9530.660% 8350.641% -0.019%-2.871%
63FrontPageTechnical SkillsSoftware development1 1,3190.146% 440.034% -0.112%-76.900%
475Fund accounting softwareTechnical SkillsBusiness applications1 1,0520.117% 770.059% -0.057%-49.316%
1260GamingTechnical SkillsMisc2 13,5011.496% 1,5721.206% -0.290%-19.372%
113Generic databasesTechnical SkillsInformation mgmt2 144,40715.999% 22,74217.447% 1.448%9.054%
1365Google AppsTechnical SkillsBusiness applications4 2,7280.302% 2950.226% -0.076%-25.118%
1364Google PlusTechnical SkillsSocial Networking1 370.004% 100.008% 0.004%87.153%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications30 57,0936.325% 8,3456.402% 0.077%1.215%
484Graphic softwareTechnical SkillsBusiness applications16 68,1057.545% 11,3358.696% 1.151%15.250%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 11,5291.277% 1,8491.419% 0.141%11.057%
1323Green ITTechnical SkillsEnvironmental8 2,3460.260% 1480.114% -0.146%-56.315%
893Guidance systemsTechnical SkillsHardware1 460.005% 10.001% -0.004%-84.946%
895Hardware description language (HDL)Technical SkillsHardware2 530.006% 50.004% -0.002%-34.673%
1277Hardware DesignTechnical SkillsHardware19 3,2830.364% 4900.376% 0.012%3.353%
1278Hardware TestingTechnical SkillsHardware4 9230.102% 900.069% -0.033%-32.479%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 4790.053% 470.036% -0.017%-32.054%
492Helpdesk or call centerTechnical SkillsBusiness applications2 47,7415.289% 6,4494.948% -0.342%-6.459%
114IBM databasesTechnical SkillsInformation mgmt2 29,5943.279% 4,5993.528% 0.250%7.612%
121IBM operating systemsTechnical SkillsBusiness applications4 22,1792.457% 2,8542.190% -0.268%-10.893%
898Image capture devicesTechnical SkillsHardware8 4,5580.505% 7900.606% 0.101%20.020%
524Industrial control softwareTechnical SkillsBusiness applications3 3,0630.339% 3890.298% -0.041%-12.057%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 12,5331.389% 2,5191.933% 0.544%39.179%
899InfraredTechnical SkillsHardware1 7120.079% 460.035% -0.044%-55.262%
1180InstallationTechnical SkillsSoftware development1 99,25610.997% 13,83610.615% -0.382%-3.472%
901Interface definition language (IDL)Technical SkillsHardware1 2490.028% 130.010% -0.018%-63.847%
536Internet browser softwareTechnical SkillsBusiness applications4 7,0180.778% 6530.501% -0.277%-35.568%
541Inventory management softwareTechnical SkillsBusiness applications3 6,0310.668% 8850.679% 0.011%1.614%
73IT Architecture/StandardsTechnical SkillsHardware2 8,3180.922% 1,7001.304% 0.383%41.524%
1357Java METechnical SkillsMobile Platforms2 1120.012% 110.008% -0.004%-31.990%
1035KernelTechnical SkillsNetwork1 2,4020.266% 2590.199% -0.067%-25.333%
907LasersTechnical SkillsHardware1 1070.012% 90.007% -0.005%-41.755%
1038License management softwareTechnical SkillsNetwork1 8520.094% 1960.150% 0.056%59.300%
1361LinkedInTechnical SkillsSocial Networking1 4,2460.470% 1,1960.918% 0.447%95.052%
908Mainframe computersTechnical SkillsHardware2 31,7463.517% 4,2303.245% -0.272%-7.732%
124Mainframe operating systemsTechnical SkillsBusiness applications7 13,8621.536% 1,4781.134% -0.402%-26.167%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 20,1202.229% 3,2012.456% 0.227%10.168%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 6,9020.765% 4920.377% -0.387%-50.638%
1281Medical softwareTechnical SkillsBusiness applications9 9,9451.102% 1,1340.870% -0.232%-21.040%
115Microsoft databasesTechnical SkillsInformation mgmt5 143,99115.953% 25,07919.240% 3.287%20.608%
119Microsoft operating systemsTechnical SkillsBusiness applications4 199,09622.058% 27,40421.024% -1.034%-4.687%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 1,1330.126% 4860.373% 0.247%197.034%
625MultimediaTechnical SkillsBusiness applications1 4,5360.503% 4960.381% -0.122%-24.280%
1362MySpaceTechnical SkillsSocial Networking1 1,8550.206% 30.002% -0.203%-98.880%
74Network administrationTechnical SkillsHardware12 75,6458.381% 9,9727.650% -0.730%-8.715%
1282Network Administration softwareTechnical SkillsNetwork17 58,1686.444% 9,8807.580% 1.135%17.618%
1283Network HardwareTechnical SkillsNetwork11 37,9664.206% 5,9514.566% 0.359%8.541%
1284Network Monitoring softwareTechnical SkillsNetwork14 25,7492.853% 4,5693.505% 0.653%22.874%
1059Network operation system software (NOS)Technical SkillsNetwork2 1,2010.133% 1010.077% -0.056%-41.766%
1122Network securityTechnical SkillsSecurity1 38,2594.239% 6,1884.747% 0.509%12.000%
1285Network Security softwareTechnical SkillsSecurity34 82,2699.115% 13,47510.338% 1.223%13.421%
1286Network softwareTechnical SkillsNetwork6 17,6481.955% 2,7992.147% 0.192%9.826%
1287Network TestingTechnical SkillsNetwork11 13,0631.447% 2,3061.769% 0.322%22.241%
1065Novell network softwareTechnical SkillsNetwork2 2,2730.252% 1400.107% -0.144%-57.349%
643OberonTechnical SkillsBusiness applications1 1200.013% 510.039% 0.026%194.299%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 66,5797.376% 11,0938.510% 1.134%15.375%
1288Office ApplicationsTechnical SkillsBusiness applications13 180,92720.045% 26,84320.593% 0.549%2.737%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 12,2731.360% 1,7511.343% -0.016%-1.205%
116Open-source databasesTechnical SkillsInformation mgmt4 24,3232.695% 5,1923.983% 1.288%47.815%
118Open-source operating systemsTechnical SkillsBusiness applications8 94,73910.496% 17,03113.066% 2.570%24.483%
56Operating SystemsTechnical SkillsBusiness applications3 100,78911.166% 14,24910.932% -0.235%-2.103%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 6980.077% 780.060% -0.017%-22.618%
117Oracle databasesTechnical SkillsInformation mgmt1 178,28519.752% 28,86222.142% 2.390%12.101%
1354Palm OSTechnical SkillsMobile Platforms3 1510.017% 70.005% -0.011%-67.899%
1289Physical ToolsTechnical SkillsHardware1 300.003% 20.002% -0.002%-53.835%
683Point of sale (POS)Technical SkillsBusiness applications3 5,5950.620% 9610.737% 0.117%18.939%
931PrintersTechnical SkillsHardware3 11,2631.248% 1,6811.290% 0.042%3.351%
43ProgrammingTechnical SkillsSoftware development1 206,70822.901% 30,91123.714% 0.813%3.551%
700ProvisioningTechnical SkillsBusiness applications1 13,5301.499% 2,9252.244% 0.745%49.702%
1258Rate ControlTechnical SkillsTechnical applications1 60.001% 00.000% -0.001%-100.000%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 12,1461.346% 1,2000.921% -0.425%-31.586%
1077Remote control softwareTechnical SkillsNetwork2 1,2900.143% 2540.195% 0.052%36.346%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 6370.071% 900.069% -0.002%-2.163%
1262RoboticsTechnical SkillsHardware3 2,6250.291% 3600.276% -0.015%-5.033%
1318RSATechnical SkillsSecurity1 6,5150.722% 8220.631% -0.091%-12.631%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 6,5680.728% 2,2891.756% 1.028%141.331%
44SDLCTechnical SkillsSoftware development7 119,55713.246% 24,77919.010% 5.764%43.519%
1132Secure shell (SSH)Technical SkillsSecurity1 450.005% 40.003% -0.002%-38.447%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 10,0721.116% 2,1271.632% 0.516%46.235%
76SecurityTechnical SkillsHardware4 603,41966.853% 129,99799.731% 32.879%49.181%
1315Security ClearanceTechnical SkillsMisc2 122,62913.586% 6,4584.954% -8.632%-63.533%
1135Security testing softwareTechnical SkillsSecurity1 3,0930.343% 5150.395% 0.052%15.299%
60Sharepoint ServerTechnical SkillsBusiness applications1 4,6670.517% 5730.440% -0.077%-14.981%
1084Signal generatorsTechnical SkillsNetwork1 1540.017% 80.006% -0.011%-64.028%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 7,3530.815% 1,2570.964% 0.150%18.378%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 21,1562.344% 5,0993.912% 1.568%66.898%
1220Simulation softwareTechnical SkillsSoftware development5 14,5281.610% 1,1990.920% -0.690%-42.850%
1366Social NetworkTechnical SkillsSocial Networking1 7730.086% 1070.082% -0.004%-4.147%
1358Social NetworkingTechnical SkillsSocial Networking1 7,8120.865% 1960.150% -0.715%-82.626%
42Software DevelopmentTechnical SkillsSoftware development2 182,42420.211% 27,15920.836% 0.625%3.094%
1291Software Development softwareTechnical SkillsSoftware development2 2,2630.251% 2830.217% -0.034%-13.403%
1309Software EngineeringTechnical SkillsSoftware development1 77,0868.540% 10,6478.168% -0.372%-4.357%
1292Software InstallationTechnical SkillsSoftware development4 109,58912.141% 18,68414.334% 2.193%18.060%
1223Software librariesTechnical SkillsSoftware development1 1840.020% 380.029% 0.009%43.010%
1293Software MaintenanceTechnical SkillsSoftware development1 5,3860.597% 1,0610.814% 0.217%36.411%
1294Software TestingTechnical SkillsSoftware development14 95,20110.547% 17,03113.066% 2.519%23.879%
1225Source code management (SCM)Technical SkillsSoftware development5 24,4872.713% 4,9213.775% 1.062%39.161%
1229Static analysis softwareTechnical SkillsSoftware development1 1650.018% 480.037% 0.019%101.445%
772Statistical analysis softwareTechnical SkillsBusiness applications23 72,0167.979% 11,4548.787% 0.809%10.136%
774Statistical softwareTechnical SkillsBusiness applications1 37,6734.174% 4,1503.184% -0.990%-23.719%
1230Stress testing softwareTechnical SkillsSoftware development1 2,0790.230% 3790.291% 0.060%26.236%
122Sun operating systemsTechnical SkillsBusiness applications3 48,2265.343% 4,8283.704% -1.639%-30.676%
939Surveillance systemsTechnical SkillsHardware5 8,7790.973% 5870.450% -0.522%-53.699%
791Symantec softwareTechnical SkillsBusiness applications1 7,9710.883% 1,6881.295% 0.412%46.642%
1355SymbianTechnical SkillsMobile Platforms1 320.004% 00.000% -0.004%-100.000%
1310System AdministrationTechnical SkillsNetwork4 81,6499.046% 9,8147.529% -1.517%-16.767%
45System TestingTechnical SkillsSoftware development5 22,4142.483% 3,8492.953% 0.470%18.913%
46Systems AnalysisTechnical SkillsSoftware development8 116,54012.911% 16,55412.700% -0.211%-1.638%
47Systems DesignTechnical SkillsSoftware development1 18,1172.007% 2,8292.170% 0.163%8.130%
1233Systems EvaluationTechnical SkillsSoftware development1 1460.016% 240.018% 0.002%13.830%
1234Systems integrationTechnical SkillsSoftware development8 76,6598.493% 7,3625.648% -2.845%-33.498%
75TCP/IPTechnical SkillsHardware3 45,4675.037% 7,0395.400% 0.363%7.205%
1235Technology DesignTechnical SkillsSoftware development1 9390.104% 1450.111% 0.007%6.931%
1236TemplatesTechnical SkillsSoftware development1 16,5371.832% 3,0402.332% 0.500%27.296%
1239Test implementationTechnical SkillsSoftware development1 2550.028% 470.036% 0.008%27.631%
1302TestingTechnical SkillsSoftware development1 301,15433.365% 52,49640.274% 6.909%20.708%
1297Training softwareTechnical SkillsBusiness applications3 1,4120.156% 1080.083% -0.074%-47.035%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 1,0990.122% 1460.112% -0.010%-8.007%
1360TwitterTechnical SkillsSocial Networking1 12,4761.382% 1,5051.155% -0.228%-16.466%
123UNIX operating systemsTechnical SkillsBusiness applications5 130,27714.433% 17,78013.641% -0.793%-5.493%
1298UNIX ShellsTechnical SkillsBusiness applications4 27,9993.102% 5,4104.150% 1.048%33.799%
48User-Interface DesignTechnical SkillsSoftware development2 27,8563.086% 6,3544.875% 1.789%57.953%
836Video creation and editing softwareTechnical SkillsBusiness applications3 2,0740.230% 1230.094% -0.135%-58.933%
64Visual StudioTechnical SkillsSoftware development1 28,9113.203% 6,0994.679% 1.476%46.081%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 1,1610.129% 1980.152% 0.023%18.095%
77Voice/Data TelecomTechnical SkillsHardware10 93,82410.395% 12,5709.643% -0.751%-7.227%
1299Web Application ServerTechnical SkillsBusiness applications8 46,7065.175% 7,2315.548% 0.373%7.208%
1248Web platform development softwareTechnical SkillsSoftware development5 2,2490.249% 2690.206% -0.043%-17.175%
65web programmerTechnical SkillsSoftware development4 9,9541.103% 8860.680% -0.423%-38.364%
58Web serversTechnical SkillsBusiness applications6 65,4027.246% 9,5087.294% 0.049%0.669%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 41,3184.578% 7,0835.434% 0.856%18.707%
1356Windows CETechnical SkillsMobile Platforms4 1,7890.198% 3610.277% 0.079%39.732%
1102WirelessTechnical SkillsNetwork5 36,7414.071% 5,6944.368% 0.298%7.316%
1363YouTubeTechnical SkillsSocial Networking2 5850.065% 1940.149% 0.084%129.639%
79.NETProgramming SkillsCurrent1 94,78410.501% 16,50412.662% 2.160%20.574%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 30.000% 00.000% -0.000%-100.000%
209A programming language (APL)Programming SkillsLegacy2 1,2160.135% 830.064% -0.071%-52.735%
99AdaProgramming SkillsLegacy1 4,0420.448% 6990.536% 0.088%19.751%
80AJAXProgramming SkillsCurrent1 36,4354.037% 5,8874.516% 0.480%11.886%
192Apple AppleScriptProgramming SkillsCurrent1 540.006% 280.021% 0.015%259.057%
81ASPProgramming SkillsCurrent2 68,9737.641% 10,2337.851% 0.209%2.736%
108AssemblyProgramming SkillsLegacy2 8750.097% 910.070% -0.027%-27.983%
211AWKProgramming SkillsLegacy1 1,5760.175% 1890.145% -0.030%-16.957%
212BProgramming SkillsLegacy1 11,8401.312% 1,7661.355% 0.043%3.285%
83C#Programming SkillsCurrent2 72,0277.980% 14,16810.869% 2.890%36.211%
82C/C++Programming SkillsCurrent3 89,2259.885% 11,7088.982% -0.903%-9.135%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 41,3694.583% 9,9247.614% 3.030%66.116%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 3660.041% 580.044% 0.004%9.735%
84CGIProgramming SkillsCurrent2 6,0310.668% 1,8021.382% 0.714%106.902%
217ClipperProgramming SkillsLegacy1 1780.020% 430.033% 0.013%67.282%
218CLUProgramming SkillsLegacy1 1410.016% 140.011% -0.005%-31.244%
100CobolProgramming SkillsLegacy1 11,8191.309% 1,6691.280% -0.029%-2.214%
85ColdFusionProgramming SkillsCurrent2 7,8230.867% 7070.542% -0.324%-37.419%
219Combined programming language (CPL)Programming SkillsLegacy1 2990.033% 200.015% -0.018%-53.681%
195Component object model (COM)Programming SkillsCurrent1 830.009% 50.004% -0.005%-58.285%
125Database programmingProgramming SkillsCurrent3 18,7352.076% 2,7332.097% 0.021%1.015%
196Distributed component object model (DCOM)Programming SkillsCurrent1 1,5180.168% 980.075% -0.093%-55.295%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 2,8100.311% 4690.360% 0.048%15.576%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 1,3900.154% 2410.185% 0.031%20.061%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 8,5330.945% 1,1000.844% -0.101%-10.733%
109ForthProgramming SkillsLegacy1 3,6670.406% 9850.756% 0.349%86.005%
102FortranProgramming SkillsLegacy1 1,3400.148% 1300.100% -0.049%-32.820%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 145,93816.168% 16,02312.293% -3.876%-23.972%
222JProgramming SkillsLegacy1 3,3820.375% 4530.348% -0.027%-7.248%
87Java/J2EE/J2PProgramming SkillsCurrent4 149,25816.536% 24,43518.746% 2.210%13.364%
97JavaScriptProgramming SkillsCurrent3 75,2678.339% 15,19311.656% 3.317%39.778%
89JavaServer FacesProgramming SkillsCurrent3 7,4890.830% 1,2440.954% 0.125%15.026%
88JavaServer PagesProgramming SkillsCurrent3 27,7813.078% 4,0113.077% -0.001%-0.022%
223Job control language (JCL)Programming SkillsLegacy2 6,3390.702% 8920.684% -0.018%-2.559%
126LAMPProgramming SkillsCurrent1 3,0300.336% 6800.522% 0.186%55.405%
104LispProgramming SkillsLegacy1 1200.013% 310.024% 0.010%78.888%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 3330.037% 370.028% -0.009%-23.059%
201Microsoft ActiveXProgramming SkillsCurrent1 1,3290.147% 990.076% -0.071%-48.417%
107PascalProgramming SkillsLegacy1 6350.070% 1260.097% 0.026%37.403%
90PerlProgramming SkillsCurrent1 42,6444.725% 6,6555.106% 0.381%8.066%
91PHPProgramming SkillsCurrent1 18,7462.077% 3,5832.749% 0.672%32.354%
103PL/1Programming SkillsLegacy3 1820.020% 340.026% 0.006%29.362%
105PrologProgramming SkillsLegacy1 1700.019% 50.004% -0.015%-79.633%
95PythonProgramming SkillsCurrent1 15,6161.730% 4,8523.722% 1.992%115.155%
228Register transfer language (RTL)Programming SkillsLegacy1 11,2011.241% 3,5632.733% 1.493%120.272%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 2020.022% 210.016% -0.006%-28.011%
206Scripting languagesProgramming SkillsCurrent1 10,8671.204% 2,4371.870% 0.666%55.291%
101SmalltalkProgramming SkillsLegacy1 2570.028% 120.009% -0.019%-67.667%
92SQLProgramming SkillsCurrent3 278,69630.877% 49,79638.203% 7.326%23.727%
110TCLProgramming SkillsLegacy1 2,0140.223% 2020.155% -0.068%-30.547%
98Unified Modeling LanguageProgramming SkillsCurrent2 24,6162.727% 3,2242.473% -0.254%-9.306%
93Visual BasicProgramming SkillsCurrent6 77,4198.577% 10,0737.728% -0.849%-9.903%
207Web service definition language (WSDL)Programming SkillsCurrent2 6,2130.688% 1,0890.835% 0.147%21.374%
94XMLProgramming SkillsCurrent2 95,93410.628% 15,38411.802% 1.174%11.044%
1342Computer ScienceMajorsComputer Science2 623,29569.055% 99,27576.162% 7.107%10.292%
1344Information TechnologyMajorsInformation Technology3 362,34240.144% 53,41040.975% 0.831%2.071%
1343Management Information SystemsMajorsManagement Information Systems9 902,611100.000% 130,347100.000% 0.000%0.000%

cs Degrees

Computer Science

2014-11-12Jobs Found:2,355,013Click 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 6,4150.272% 1,6080.433% 0.161%59.124%
2Attention to DetailsSoft SkillsProblem-solving skills1 8,9450.380% 1,6750.452% 0.072%18.872%
8Conflict ResolutionSoft SkillsInterpersonal skills1 11,7650.500% 2,3420.631% 0.132%26.369%
231CooperationSoft SkillsInterpersonal skills1 17,3620.737% 2,4730.667% -0.071%-9.579%
3CreativitySoft SkillsProblem-solving skills3 71,9403.055% 12,8723.470% 0.415%13.585%
4Critical thinkingSoft SkillsProblem-solving skills3 25,6311.088% 5,9991.617% 0.529%48.579%
1300FlexibilitySoft SkillsWork ethic1 70,1452.979% 12,8733.470% 0.491%16.501%
232IndependenceSoft SkillsInterpersonal skills1 11,0570.470% 2,2350.602% 0.133%28.317%
13Initiative/Motivation to workSoft SkillsWork ethic5 281,98311.974% 50,33913.569% 1.596%13.325%
256InnovationSoft SkillsProblem-solving skills1 155,2866.594% 31,6078.520% 1.926%29.210%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 191,0598.113% 33,3959.002% 0.889%10.958%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 1,1950.051% 1620.044% -0.007%-13.942%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 144,9106.153% 27,1527.319% 1.166%18.946%
10LeadershipSoft SkillsInterpersonal skills1 447,41818.999% 72,62119.576% 0.577%3.037%
258LearningSoft SkillsProblem-solving skills1 143,6596.100% 28,2147.605% 1.505%24.674%
1Learning AbilitySoft SkillsProblem-solving skills3 42,1661.790% 8,6932.343% 0.553%30.874%
236ListeningSoft SkillsLanguage skills1 32,0621.361% 6,5511.766% 0.404%29.707%
260MathematicsSoft SkillsProblem-solving skills3 153,2546.508% 21,7065.851% -0.657%-10.089%
261MemorizationSoft SkillsProblem-solving skills1 700.003% 120.003% 0.000%8.825%
18Negotiation SkillsSoft SkillsLanguage skills1 18,5120.786% 2,9460.794% 0.008%1.024%
262OptimizationSoft SkillsProblem-solving skills1 121,8325.173% 23,7136.392% 1.219%23.558%
19Oral CommunicationsSoft SkillsLanguage skills3 35,8641.523% 4,8381.304% -0.219%-14.365%
273PersistenceSoft SkillsWork ethic1 9,8880.420% 1,9550.527% 0.107%25.511%
239PersuasionSoft SkillsLanguage skills1 3,1320.133% 5110.138% 0.005%3.572%
1301Physical SkillSoft SkillsWork ethic2 1,9320.082% 3370.091% 0.009%10.731%
240PresentationsSoft SkillsLanguage skills1 102,1894.339% 14,2983.854% -0.485%-11.179%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 453,02819.237% 83,08722.397% 3.160%16.427%
20Questioning skillsSoft SkillsLanguage skills1 6690.028% 1940.052% 0.024%84.086%
241Reading ComprehensionSoft SkillsLanguage skills1 4240.018% 840.023% 0.005%25.765%
6Research skillsSoft SkillsProblem-solving skills1 3,6940.157% 5150.139% -0.018%-11.498%
15ResponsibilitySoft SkillsWork ethic2 218,8509.293% 33,6199.062% -0.231%-2.482%
234Self ControlSoft SkillsInterpersonal skills1 2120.009% 540.015% 0.006%61.697%
11Self-esteemSoft SkillsInterpersonal skills1 1390.006% 500.013% 0.008%128.350%
16Self-managementSoft SkillsWork ethic1 2,5920.110% 5880.158% 0.048%44.008%
250Stress ToleranceSoft SkillsPhysical skills1 3450.015% 770.021% 0.006%41.683%
12TeamworkSoft SkillsInterpersonal skills1 97,7004.149% 17,7734.791% 0.642%15.481%
17Time ManagementSoft SkillsWork ethic2 79,3613.370% 14,8263.996% 0.627%18.594%
268VisualizationSoft SkillsProblem-solving skills1 22,6850.963% 4,9851.344% 0.380%39.499%
7Working under pressureSoft SkillsProblem-solving skills1 1,0490.045% 2400.065% 0.020%45.238%
21Written CommunicationsSoft SkillsLanguage skills4 355,90515.113% 59,16915.949% 0.837%5.537%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 62,7262.664% 17,5444.729% 2.066%77.552%
172Account managementBusiness SkillsManagement skills1 20,5740.874% 2,6040.702% -0.172%-19.653%
22AccountingBusiness SkillsBusiness processes4 141,6576.015% 15,3564.139% -1.876%-31.185%
1263Accounting softwareBusiness SkillsBusiness processes7 14,8220.629% 1,6210.437% -0.192%-30.574%
174AdministrationBusiness SkillsManagement skills3 495,71821.049% 76,87820.723% -0.326%-1.551%
1313AnalystBusiness SkillsProject management1 356,78015.150% 56,38015.198% 0.048%0.316%
175Application managementBusiness SkillsManagement skills5 172,4757.324% 29,8888.057% 0.733%10.006%
150Asset managementBusiness SkillsBusiness processes1 28,2881.201% 4,9201.326% 0.125%10.410%
151AuditingBusiness SkillsBusiness processes4 95,1724.041% 14,8464.002% -0.039%-0.975%
1264Auditing softwareBusiness SkillsBusiness processes1 890.004% 00.000% -0.004%-100.000%
152BillingBusiness SkillsBusiness processes1 37,2231.581% 5,6501.523% -0.058%-3.643%
1314Business AnalystBusiness SkillsProject management1 125,8415.344% 19,5245.263% -0.081%-1.510%
35Business IntelligenceBusiness SkillsStrategy skills1 103,1014.378% 20,1695.437% 1.059%24.184%
155Business performance management (BPM)Business SkillsBusiness processes2 14,4300.613% 2,9160.786% 0.173%28.282%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 29,2051.240% 1,8300.493% -0.747%-60.222%
36Business StrategyBusiness SkillsStrategy skills3 386,71616.421% 66,30517.873% 1.452%8.843%
182Calendar and schedulingBusiness SkillsProject management3 91,3683.880% 12,9823.499% -0.380%-9.803%
156Capacity planningBusiness SkillsBusiness processes1 54,7032.323% 9,1972.479% 0.156%6.728%
28Change ManagementBusiness SkillsManagement skills1 86,1683.659% 17,5964.743% 1.084%29.632%
183Content workflowBusiness SkillsProject management1 970.004% 440.012% 0.008%187.956%
24Contracting and legalBusiness SkillsBusiness processes2 85,2003.618% 10,7102.887% -0.731%-20.201%
176CoordinationBusiness SkillsManagement skills1 98,9794.203% 15,6014.205% 0.002%0.059%
157Cost accountingBusiness SkillsBusiness processes1 1,5740.067% 1450.039% -0.028%-41.520%
158Cost estimationBusiness SkillsBusiness processes1 1,9050.081% 1840.050% -0.031%-38.685%
1312Customer SupportBusiness SkillsBusiness processes6 448,00819.024% 69,83618.825% -0.199%-1.045%
1339EducationBusiness SkillsIndustry Segment1 18,0930.768% 2,5000.674% -0.094%-12.285%
1333EnergyBusiness SkillsIndustry Segment1 111,3514.728% 18,9475.107% 0.379%8.017%
1340EntertainmentBusiness SkillsIndustry Segment1 48,9302.078% 7,5452.034% -0.044%-2.112%
1319EnvironmentalBusiness SkillsEnvironmental14 41,7101.771% 6,4681.743% -0.028%-1.559%
1320Environmental StrategyBusiness SkillsEnvironmental6 10,8100.459% 3,9011.052% 0.593%129.084%
161FinancialBusiness SkillsBusiness processes2 429,79518.250% 66,75617.995% -0.256%-1.401%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 1,7100.073% 1600.043% -0.029%-40.602%
1332Health CareBusiness SkillsIndustry Segment2 251,90210.696% 42,25111.389% 0.693%6.476%
177Human resourcesBusiness SkillsManagement skills2 79,2073.363% 8,6302.326% -1.037%-30.834%
1336InsuranceBusiness SkillsIndustry Segment1 13,3440.567% 2,5080.676% 0.109%19.313%
1316Managing/SupervisionBusiness SkillsManagement skills5 843,26435.807% 113,38130.563% -5.244%-14.646%
1334ManufacturingBusiness SkillsIndustry Segment2 134,9885.732% 16,0214.319% -1.413%-24.658%
26MarketingBusiness SkillsBusiness processes1 196,5108.344% 23,4806.329% -2.015%-24.149%
185MonitoringBusiness SkillsProject management1 261,76411.115% 47,33212.759% 1.644%14.786%
179NegotiationBusiness SkillsManagement skills1 68,2532.898% 11,4793.094% 0.196%6.765%
163Operation and ControlBusiness SkillsBusiness processes2 1,1550.049% 1390.037% -0.012%-23.603%
29Outsourcing ManagementBusiness SkillsManagement skills3 58,0782.466% 11,9393.218% 0.752%30.497%
167ProcurementBusiness SkillsBusiness processes1 35,0531.488% 5,1121.378% -0.110%-7.421%
1290Project Management softwareBusiness SkillsProject management2 59,5082.527% 9,7532.629% 0.102%4.042%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 398,01816.901% 62,24816.779% -0.121%-0.719%
168QualityBusiness SkillsBusiness processes1 663,34628.167% 119,29132.156% 3.988%14.160%
1337Real EstateBusiness SkillsIndustry Segment2 12,9980.552% 2,5410.685% 0.133%24.100%
1335RetailBusiness SkillsIndustry Segment2 350,21014.871% 41,99611.320% -3.550%-23.875%
34Risk ManagementBusiness SkillsProject management1 56,9152.417% 9,4812.556% 0.139%5.748%
169Service OrientationBusiness SkillsBusiness processes1 15,8130.671% 2,7860.751% 0.080%11.844%
27Supply Chain ManagementBusiness SkillsBusiness processes3 62,0782.636% 8,6472.331% -0.305%-11.575%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 4,5950.195% 4560.123% -0.072%-37.002%
178TeachingBusiness SkillsManagement skills7 54,7782.326% 7,2641.958% -0.368%-15.819%
190TimekeepingBusiness SkillsProject management3 26,2961.117% 3,2980.889% -0.228%-20.383%
1296Timekeeping softwareBusiness SkillsProject management1 2,4740.105% 3210.087% -0.019%-17.634%
171Total quality management (TQM)Business SkillsBusiness processes2 2,9830.127% 2580.070% -0.057%-45.095%
180TroubleshootingBusiness SkillsManagement skills1 320,94613.628% 58,76015.839% 2.211%16.224%
181VerificationBusiness SkillsManagement skills1 80,3523.412% 18,5074.989% 1.577%46.212%
1338Waste ManagementBusiness SkillsIndustry Segment1 1,8780.080% 2740.074% -0.006%-7.381%
191WorkflowBusiness SkillsProject management1 101,5334.311% 17,2904.661% 0.349%8.102%
31Working GloballyBusiness SkillsManagement skills3 17,0000.722% 1,0070.271% -0.450%-62.397%
32Working with Virtual TeamsBusiness SkillsManagement skills2 4,1250.175% 1,0710.289% 0.114%64.820%
514GLTechnical SkillsSoftware development3 4,3050.183% 3520.095% -0.088%-48.094%
987Access servers & softwareTechnical SkillsNetwork10 73,2773.112% 14,4573.897% 0.785%25.244%
38Agile Development MethodsTechnical SkillsSoftware development3 72,4173.075% 21,7105.852% 2.777%90.311%
304Algorithmic softwareTechnical SkillsBusiness applications1 1020.004% 10.000% -0.004%-93.776%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 3,2500.138% 3560.096% -0.042%-30.464%
1352AndroidTechnical SkillsMobile Platforms3 37,9971.613% 17,2384.647% 3.033%187.994%
1351Apple iOSTechnical SkillsMobile Platforms6 33,2481.412% 11,5913.124% 1.713%121.310%
120Apple operating systemsTechnical SkillsBusiness applications6 63,5362.698% 15,2744.117% 1.419%52.608%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 5,0680.215% 3100.084% -0.132%-61.170%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 1150.005% 20.001% -0.004%-88.960%
1265Backup & RecoveryTechnical SkillsTechnical applications16 193,3698.211% 31,2558.425% 0.214%2.607%
1353BlackberryTechnical SkillsMobile Platforms2 22,1630.941% 3,6390.981% 0.040%4.231%
336Borland DelphiTechnical SkillsBusiness applications1 4,4540.189% 6490.175% -0.014%-7.500%
337Borland JBuilderTechnical SkillsBusiness applications1 3,7020.157% 1030.028% -0.129%-82.338%
338Borland ParadoxTechnical SkillsBusiness applications1 2280.010% 160.004% -0.005%-55.452%
72Business Continuity PlanningTechnical SkillsHardware2 26,4821.124% 4,8371.304% 0.179%15.950%
352Cadence OpusTechnical SkillsBusiness applications1 1,1790.050% 2030.055% 0.005%9.302%
868CalculatorsTechnical SkillsHardware1 1,5180.064% 1200.032% -0.032%-49.817%
39CASE ToolsTechnical SkillsSoftware development1 96,3994.093% 16,3104.396% 0.303%7.406%
367Categorization or classification softwareTechnical SkillsBusiness applications1 11,3970.484% 1,7360.468% -0.016%-3.305%
112CertificationTechnical SkillsMisc3 384,35916.321% 62,73916.912% 0.591%3.621%
78CiscoTechnical SkillsHardware1 113,5234.820% 19,9645.381% 0.561%11.637%
1009Cisco Systems IOSTechnical SkillsNetwork1 37,2351.581% 17,1004.609% 3.028%191.534%
40Client-ServerTechnical SkillsSoftware development1 54,9162.332% 6,9971.886% -0.446%-19.117%
1011Cluster server softwareTechnical SkillsNetwork8 41,8471.777% 7,4352.004% 0.227%12.788%
1147CMAKETechnical SkillsSoftware development1 1770.008% 720.019% 0.012%158.229%
1151Compatibility testingTechnical SkillsSoftware development1 9940.042% 2520.068% 0.026%60.938%
1152CompilersTechnical SkillsSoftware development5 25,9701.103% 2,7380.738% -0.365%-33.072%
1255Compliance softwareTechnical SkillsTechnical applications3 9,7730.415% 1,9520.526% 0.111%26.794%
385Computer aided design (CAD)Technical SkillsBusiness applications12 19,9870.849% 2,2900.617% -0.231%-27.267%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 3,4620.147% 3380.091% -0.056%-38.022%
875Computer diagnosticsTechnical SkillsHardware5 103,6404.401% 16,7944.527% 0.126%2.866%
1107Computer forensicsTechnical SkillsSecurity1 6,1550.261% 3890.105% -0.156%-59.879%
1266Computer HardwareTechnical SkillsHardware15 52,5342.231% 7,2921.966% -0.265%-11.885%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 1,8980.081% 2530.068% -0.012%-15.381%
1015Computer serversTechnical SkillsNetwork6 247,81510.523% 38,67810.426% -0.097%-0.921%
1267Computer UtilitiesTechnical SkillsMisc1 1,6460.070% 3210.087% 0.017%23.800%
59Content ManagerTechnical SkillsBusiness applications1 2,0230.086% 3290.089% 0.003%3.239%
878ControllersTechnical SkillsHardware2 14,4670.614% 2,6160.705% 0.091%14.790%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 2,1100.090% 4050.109% 0.020%21.848%
407Customer information control system (CICS)Technical SkillsBusiness applications2 10,3420.439% 1,2440.335% -0.104%-23.641%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 117,3344.982% 19,0195.127% 0.144%2.898%
953Data acquisition systemsTechnical SkillsInformation mgmt1 12,5740.534% 1,7760.479% -0.055%-10.337%
955Data compression softwareTechnical SkillsInformation mgmt1 9,6880.411% 1,1780.318% -0.094%-22.811%
956Data conversion softwareTechnical SkillsInformation mgmt1 10,5050.446% 1,7640.475% 0.029%6.598%
958Data dictionaryTechnical SkillsInformation mgmt1 7,2910.310% 1,1900.321% 0.011%3.611%
959Data entryTechnical SkillsInformation mgmt1 9,8950.420% 1,0040.271% -0.150%-35.589%
962Data mappingTechnical SkillsInformation mgmt1 11,9840.509% 2,5180.679% 0.170%33.383%
67Data MiningTechnical SkillsInformation mgmt5 42,2631.795% 6,8961.859% 0.064%3.581%
963Data modelingTechnical SkillsInformation mgmt1 84,7563.599% 15,7214.238% 0.639%17.748%
68Data WarehousingTechnical SkillsInformation mgmt2 125,3665.323% 23,9366.452% 1.129%21.204%
69Database AdministrationTechnical SkillsInformation mgmt12 162,4626.899% 27,6987.466% 0.568%8.229%
969Database design softwareTechnical SkillsInformation mgmt15 142,6386.057% 22,3926.036% -0.021%-0.344%
1268Database ReportingTechnical SkillsInformation mgmt3 42,0091.784% 5,1361.384% -0.399%-22.388%
1269Database SecurityTechnical SkillsInformation mgmt2 3670.016% 540.015% -0.001%-6.594%
1270Database ServersTechnical SkillsInformation mgmt3 36,3821.545% 4,0421.090% -0.455%-29.473%
1271Database TestingTechnical SkillsInformation mgmt1 2,1820.093% 5190.140% 0.047%50.993%
1160DebuggingTechnical SkillsSoftware development7 184,3887.830% 33,3518.990% 1.160%14.821%
418Desktop publishing softwareTechnical SkillsBusiness applications13 31,6741.345% 3,2060.864% -0.481%-35.745%
1272Development EnvironmentTechnical SkillsSoftware development13 124,6475.293% 23,1326.235% 0.943%17.808%
1273Digital ImagingTechnical SkillsHardware1 7840.033% 210.006% -0.028%-82.996%
883Digital Signal Processor (DSP)Technical SkillsHardware2 8,4090.357% 6830.184% -0.173%-48.439%
423Disk operating system (DOS)Technical SkillsBusiness applications1 7,6310.324% 7260.196% -0.128%-39.605%
1307Doctor of PhilosophyTechnical SkillsMisc3 101,4194.307% 7,8212.108% -2.198%-51.046%
973Document management softwareTechnical SkillsInformation mgmt4 19,8510.843% 2,8150.759% -0.084%-9.980%
1020Domain name system (DNS)Technical SkillsNetwork3 81,0303.441% 13,2273.565% 0.125%3.624%
61DreamweaverTechnical SkillsSoftware development1 13,3720.568% 1,1410.308% -0.260%-45.833%
54DSS/GDSSTechnical SkillsBusiness applications5 28,5251.211% 3,7351.007% -0.204%-16.879%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 910.004% 180.005% 0.001%25.567%
62EclipseTechnical SkillsSoftware development1 56,2172.387% 10,9562.953% 0.566%23.717%
1308Electronic CommerceTechnical SkillsBusiness applications2 116,0754.929% 23,3856.304% 1.375%27.892%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 21,1320.897% 3,7241.004% 0.107%11.870%
1023Electronic mail softwareTechnical SkillsNetwork8 37,6421.598% 5,5141.486% -0.112%-7.009%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 112,7434.787% 17,2004.636% -0.151%-3.153%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications14 112,5484.779% 16,0994.340% -0.439%-9.196%
1321Environmental CertificationTechnical SkillsEnvironmental1 1280.005% 210.006% 0.000%4.149%
1328Environmental CleanupTechnical SkillsEnvironmental1 1610.007% 1060.029% 0.022%317.951%
1329Environmental EnergyTechnical SkillsEnvironmental21 5,9870.254% 1,1440.308% 0.054%21.300%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 6,7180.285% 1,7790.480% 0.194%68.105%
1327Environmental PollutionTechnical SkillsEnvironmental15 4,7100.200% 7410.200% -0.000%-0.128%
1324Environmental Pollution ControlTechnical SkillsEnvironmental6 2,9890.127% 3120.084% -0.043%-33.737%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental6 1,2400.053% 1640.044% -0.008%-16.041%
1326Environmental Product StewardshipTechnical SkillsEnvironmental10 4,1050.174% 6300.170% -0.004%-2.575%
1331Environmental ScienceTechnical SkillsEnvironmental2 1620.007% 1090.029% 0.023%327.127%
1322Environmental TechnologyTechnical SkillsEnvironmental2 3400.014% 210.006% -0.009%-60.791%
461Expert system softwareTechnical SkillsBusiness applications1 8840.038% 1050.028% -0.009%-24.598%
1359FacebookTechnical SkillsSocial Networking1 275,54811.700% 183,70849.520% 37.819%323.230%
463Facilities management softwareTechnical SkillsBusiness applications4 4,3320.184% 8060.217% 0.033%18.111%
468Flight control softwareTechnical SkillsBusiness applications1 8610.037% 540.015% -0.022%-60.186%
469Flowchart softwareTechnical SkillsBusiness applications4 6,8830.292% 1,5290.412% 0.120%41.018%
1112Fraud DetectionTechnical SkillsSecurity1 10,4850.445% 1,8070.487% 0.042%9.404%
63FrontPageTechnical SkillsSoftware development1 2,3930.102% 890.024% -0.078%-76.390%
475Fund accounting softwareTechnical SkillsBusiness applications1 5300.023% 810.022% -0.001%-2.982%
1260GamingTechnical SkillsMisc2 49,1442.087% 8,6852.341% 0.254%12.188%
113Generic databasesTechnical SkillsInformation mgmt2 385,54616.371% 65,36617.620% 1.249%7.627%
1365Google AppsTechnical SkillsBusiness applications4 9,4080.399% 1,2580.339% -0.060%-15.115%
1364Google PlusTechnical SkillsSocial Networking1 1,3020.055% 5040.136% 0.081%145.734%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications30 118,3795.027% 17,5044.718% -0.308%-6.134%
484Graphic softwareTechnical SkillsBusiness applications16 178,0407.560% 27,7537.481% -0.079%-1.045%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 55,6852.365% 6,3851.721% -0.643%-27.211%
1323Green ITTechnical SkillsEnvironmental8 5,5350.235% 8380.226% -0.009%-3.889%
893Guidance systemsTechnical SkillsHardware1 1330.006% 70.002% -0.004%-66.589%
895Hardware description language (HDL)Technical SkillsHardware2 7930.034% 570.015% -0.018%-54.370%
1277Hardware DesignTechnical SkillsHardware19 19,6240.833% 2,2090.595% -0.238%-28.542%
1278Hardware TestingTechnical SkillsHardware4 7,2630.308% 4930.133% -0.176%-56.910%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 7450.032% 1040.028% -0.004%-11.382%
492Helpdesk or call centerTechnical SkillsBusiness applications2 85,8143.644% 11,6793.148% -0.496%-13.604%
114IBM databasesTechnical SkillsInformation mgmt2 69,2852.942% 10,5792.852% -0.090%-3.072%
121IBM operating systemsTechnical SkillsBusiness applications4 52,4132.226% 6,1501.658% -0.568%-25.513%
898Image capture devicesTechnical SkillsHardware8 10,7940.458% 1,7030.459% 0.001%0.156%
524Industrial control softwareTechnical SkillsBusiness applications3 9,4570.402% 1,0890.294% -0.108%-26.900%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 36,9801.570% 5,9891.614% 0.044%2.809%
899InfraredTechnical SkillsHardware1 2,0140.086% 640.017% -0.068%-79.827%
1180InstallationTechnical SkillsSoftware development1 208,3318.846% 29,5367.962% -0.885%-10.000%
901Interface definition language (IDL)Technical SkillsHardware1 1,0320.044% 480.013% -0.031%-70.474%
536Internet browser softwareTechnical SkillsBusiness applications4 15,0450.639% 2,2940.618% -0.020%-3.206%
541Inventory management softwareTechnical SkillsBusiness applications3 10,6350.452% 1,7720.478% 0.026%5.772%
73IT Architecture/StandardsTechnical SkillsHardware2 16,3200.693% 2,7160.732% 0.039%5.646%
1357Java METechnical SkillsMobile Platforms2 1,0170.043% 600.016% -0.027%-62.548%
1035KernelTechnical SkillsNetwork1 30,0461.276% 3,0790.830% -0.446%-34.947%
907LasersTechnical SkillsHardware1 6440.027% 560.015% -0.012%-44.799%
1038License management softwareTechnical SkillsNetwork1 1,4490.062% 2500.067% 0.006%9.526%
1361LinkedInTechnical SkillsSocial Networking1 18,4500.783% 4,7421.278% 0.495%63.159%
908Mainframe computersTechnical SkillsHardware2 56,4152.396% 7,1411.925% -0.471%-19.646%
124Mainframe operating systemsTechnical SkillsBusiness applications7 33,5941.426% 3,2600.879% -0.548%-38.397%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 57,6052.446% 8,0092.159% -0.287%-11.740%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 10,4150.442% 9210.248% -0.194%-43.863%
1281Medical softwareTechnical SkillsBusiness applications9 12,4890.530% 2,1690.585% 0.054%10.250%
115Microsoft databasesTechnical SkillsInformation mgmt5 379,54416.116% 67,15418.102% 1.985%12.319%
119Microsoft operating systemsTechnical SkillsBusiness applications4 539,05122.890% 73,74319.878% -3.012%-13.157%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 13,7900.586% 4,2101.135% 0.549%93.804%
625MultimediaTechnical SkillsBusiness applications1 23,9601.017% 2,4600.663% -0.354%-34.823%
1362MySpaceTechnical SkillsSocial Networking1 3,6790.156% 1260.034% -0.122%-78.259%
74Network administrationTechnical SkillsHardware12 171,8537.297% 22,3136.015% -1.283%-17.577%
1282Network Administration softwareTechnical SkillsNetwork17 121,3295.152% 20,9655.651% 0.499%9.692%
1283Network HardwareTechnical SkillsNetwork11 96,4554.096% 14,6583.951% -0.145%-3.529%
1284Network Monitoring softwareTechnical SkillsNetwork14 64,0582.720% 12,0693.253% 0.533%19.603%
1059Network operation system software (NOS)Technical SkillsNetwork2 2,1780.092% 3410.092% -0.001%-0.610%
1122Network securityTechnical SkillsSecurity1 76,1553.234% 14,3803.876% 0.643%19.869%
1285Network Security softwareTechnical SkillsSecurity34 163,2476.932% 28,5657.700% 0.768%11.080%
1286Network softwareTechnical SkillsNetwork6 44,7611.901% 6,9581.876% -0.025%-1.320%
1287Network TestingTechnical SkillsNetwork11 39,0531.658% 6,9051.861% 0.203%12.242%
1065Novell network softwareTechnical SkillsNetwork2 4,0910.174% 1270.034% -0.139%-80.293%
643OberonTechnical SkillsBusiness applications1 2720.012% 1760.047% 0.036%310.761%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 346,28214.704% 59,58216.061% 1.357%9.227%
1288Office ApplicationsTechnical SkillsBusiness applications13 302,97912.865% 46,44012.518% -0.347%-2.697%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 32,3221.372% 4,4531.200% -0.172%-12.542%
116Open-source databasesTechnical SkillsInformation mgmt4 142,8826.067% 29,1507.858% 1.790%29.511%
118Open-source operating systemsTechnical SkillsBusiness applications8 427,74018.163% 70,05018.883% 0.720%3.962%
56Operating SystemsTechnical SkillsBusiness applications3 238,64310.133% 33,7659.102% -1.032%-10.182%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 1,2830.054% 1950.053% -0.002%-3.516%
117Oracle databasesTechnical SkillsInformation mgmt1 448,48419.044% 73,40319.786% 0.743%3.899%
1354Palm OSTechnical SkillsMobile Platforms3 3,0640.130% 3800.102% -0.028%-21.270%
1289Physical ToolsTechnical SkillsHardware1 1420.006% 210.006% -0.000%-6.119%
683Point of sale (POS)Technical SkillsBusiness applications3 13,5950.577% 2,6220.707% 0.130%22.433%
931PrintersTechnical SkillsHardware3 20,1160.854% 3,1290.843% -0.011%-1.256%
43ProgrammingTechnical SkillsSoftware development1 706,25229.989% 110,29329.730% -0.259%-0.864%
700ProvisioningTechnical SkillsBusiness applications1 31,4871.337% 7,1091.916% 0.579%43.325%
1258Rate ControlTechnical SkillsTechnical applications1 1710.007% 30.001% -0.006%-88.863%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 36,4341.547% 3,0060.810% -0.737%-47.625%
1077Remote control softwareTechnical SkillsNetwork2 2,3020.098% 3970.107% 0.009%9.479%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 1,6000.068% 2040.055% -0.013%-19.061%
1262RoboticsTechnical SkillsHardware3 9,3600.397% 1,4210.383% -0.014%-3.625%
1318RSATechnical SkillsSecurity1 11,6830.496% 1,4060.379% -0.117%-23.603%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 61,2722.602% 17,8434.810% 2.208%84.863%
44SDLCTechnical SkillsSoftware development7 317,62013.487% 62,86816.947% 3.460%25.651%
1132Secure shell (SSH)Technical SkillsSecurity1 2610.011% 520.014% 0.003%26.476%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 32,7211.389% 5,6331.518% 0.129%9.284%
76SecurityTechnical SkillsHardware4 1,527,47664.861% 370,06999.755% 34.894%53.799%
1315Security ClearanceTechnical SkillsMisc2 190,2318.078% 10,8932.936% -5.141%-63.649%
1135Security testing softwareTechnical SkillsSecurity1 6,0490.257% 1,1340.306% 0.049%19.008%
60Sharepoint ServerTechnical SkillsBusiness applications1 10,2270.434% 1,5080.406% -0.028%-6.395%
1084Signal generatorsTechnical SkillsNetwork1 4660.020% 550.015% -0.005%-25.076%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 25,2011.070% 3,5160.948% -0.122%-11.432%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 98,2304.171% 21,8745.896% 1.725%41.361%
1220Simulation softwareTechnical SkillsSoftware development5 41,6171.767% 3,8741.044% -0.723%-40.907%
1366Social NetworkTechnical SkillsSocial Networking1 6,9340.294% 1,0560.285% -0.010%-3.323%
1358Social NetworkingTechnical SkillsSocial Networking1 16,9040.718% 1,0540.284% -0.434%-60.418%
42Software DevelopmentTechnical SkillsSoftware development2 655,45727.832% 99,48226.816% -1.016%-3.651%
1291Software Development softwareTechnical SkillsSoftware development2 5,2000.221% 5150.139% -0.082%-37.129%
1309Software EngineeringTechnical SkillsSoftware development1 380,37116.152% 55,08714.849% -1.302%-8.064%
1292Software InstallationTechnical SkillsSoftware development4 275,45411.696% 51,53513.892% 2.195%18.768%
1223Software librariesTechnical SkillsSoftware development1 8570.036% 1480.040% 0.004%9.629%
1293Software MaintenanceTechnical SkillsSoftware development1 20,4030.866% 3,7091.000% 0.133%15.401%
1294Software TestingTechnical SkillsSoftware development14 284,68012.088% 51,71613.940% 1.852%15.322%
1225Source code management (SCM)Technical SkillsSoftware development5 98,6524.189% 18,4944.985% 0.796%19.006%
1229Static analysis softwareTechnical SkillsSoftware development1 2,0100.085% 5300.143% 0.058%67.388%
772Statistical analysis softwareTechnical SkillsBusiness applications23 169,6577.204% 27,0567.293% 0.089%1.236%
774Statistical softwareTechnical SkillsBusiness applications1 80,1753.404% 11,1202.997% -0.407%-11.954%
1230Stress testing softwareTechnical SkillsSoftware development1 7,0020.297% 1,2400.334% 0.037%12.420%
122Sun operating systemsTechnical SkillsBusiness applications3 122,4055.198% 11,0752.985% -2.212%-42.563%
939Surveillance systemsTechnical SkillsHardware5 20,9030.888% 1,7710.477% -0.410%-46.216%
791Symantec softwareTechnical SkillsBusiness applications1 19,1780.814% 3,8201.030% 0.215%26.446%
1355SymbianTechnical SkillsMobile Platforms1 1080.005% 20.001% -0.004%-88.244%
1310System AdministrationTechnical SkillsNetwork4 168,2077.143% 22,6386.102% -1.040%-14.564%
45System TestingTechnical SkillsSoftware development5 56,0962.382% 9,6962.614% 0.232%9.725%
46Systems AnalysisTechnical SkillsSoftware development8 215,0439.131% 30,2838.163% -0.968%-10.604%
47Systems DesignTechnical SkillsSoftware development1 37,8641.608% 5,1281.382% -0.226%-14.026%
1233Systems EvaluationTechnical SkillsSoftware development1 1830.008% 390.011% 0.003%35.288%
1234Systems integrationTechnical SkillsSoftware development8 131,4015.580% 16,4354.430% -1.149%-20.601%
75TCP/IPTechnical SkillsHardware3 155,1316.587% 21,4135.772% -0.815%-12.376%
1235Technology DesignTechnical SkillsSoftware development1 2,2950.097% 2830.076% -0.021%-21.720%
1236TemplatesTechnical SkillsSoftware development1 36,7791.562% 7,1941.939% 0.377%24.170%
1239Test implementationTechnical SkillsSoftware development1 9050.038% 1730.047% 0.008%21.351%
1302TestingTechnical SkillsSoftware development1 774,76932.899% 139,04637.481% 4.582%13.928%
1297Training softwareTechnical SkillsBusiness applications3 2,2520.096% 1880.051% -0.045%-47.005%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 3,5810.152% 4840.130% -0.022%-14.200%
1360TwitterTechnical SkillsSocial Networking1 29,7551.263% 5,6061.511% 0.248%19.602%
123UNIX operating systemsTechnical SkillsBusiness applications5 435,14018.477% 54,08814.580% -3.897%-21.093%
1298UNIX ShellsTechnical SkillsBusiness applications4 94,0003.991% 16,4094.423% 0.432%10.815%
48User-Interface DesignTechnical SkillsSoftware development2 157,0466.669% 33,8359.120% 2.452%36.768%
836Video creation and editing softwareTechnical SkillsBusiness applications3 10,9410.465% 1,9800.534% 0.069%14.882%
64Visual StudioTechnical SkillsSoftware development1 94,3634.007% 18,6395.024% 1.017%25.391%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 2,8900.123% 4670.126% 0.003%2.580%
77Voice/Data TelecomTechnical SkillsHardware10 186,9637.939% 26,5247.150% -0.789%-9.941%
1299Web Application ServerTechnical SkillsBusiness applications8 131,2965.575% 18,1254.886% -0.689%-12.366%
1248Web platform development softwareTechnical SkillsSoftware development5 9,1470.388% 7950.214% -0.174%-44.826%
65web programmerTechnical SkillsSoftware development4 32,8561.395% 2,9890.806% -0.589%-42.249%
58Web serversTechnical SkillsBusiness applications6 200,8198.527% 30,4628.211% -0.316%-3.706%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 141,0155.988% 26,9307.259% 1.271%21.232%
1356Windows CETechnical SkillsMobile Platforms4 18,7840.798% 2,5920.699% -0.099%-12.402%
1102WirelessTechnical SkillsNetwork5 108,3954.603% 15,0944.069% -0.534%-11.602%
1363YouTubeTechnical SkillsSocial Networking2 4,9900.212% 6550.177% -0.035%-16.673%
79.NETProgramming SkillsCurrent1 303,98312.908% 51,71913.941% 1.033%8.006%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 850.004% 200.005% 0.002%49.368%
209A programming language (APL)Programming SkillsLegacy2 4,0010.170% 3740.101% -0.069%-40.660%
99AdaProgramming SkillsLegacy1 8,8490.376% 1,3010.351% -0.025%-6.668%
80AJAXProgramming SkillsCurrent1 175,2297.441% 28,0887.571% 0.131%1.756%
192Apple AppleScriptProgramming SkillsCurrent1 3790.016% 860.023% 0.007%44.047%
81ASPProgramming SkillsCurrent2 213,2399.055% 34,0729.184% 0.130%1.432%
108AssemblyProgramming SkillsLegacy2 8,7490.372% 4680.126% -0.245%-66.043%
211AWKProgramming SkillsLegacy1 6,2180.264% 1,1110.299% 0.035%13.425%
212BProgramming SkillsLegacy1 29,2961.244% 4,9531.335% 0.091%7.326%
83C#Programming SkillsCurrent2 289,88612.309% 56,59315.255% 2.946%23.931%
82C/C++Programming SkillsCurrent3 459,59919.516% 60,57716.329% -3.187%-16.329%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 201,7828.568% 52,16314.061% 5.493%64.106%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 6460.027% 1350.036% 0.009%32.662%
84CGIProgramming SkillsCurrent2 17,7780.755% 3,9481.064% 0.309%40.974%
217ClipperProgramming SkillsLegacy1 4500.019% 720.019% 0.000%1.570%
218CLUProgramming SkillsLegacy1 1690.007% 230.006% -0.001%-13.605%
100CobolProgramming SkillsLegacy1 21,1030.896% 2,6690.719% -0.177%-19.712%
85ColdFusionProgramming SkillsCurrent2 18,9010.803% 1,6230.437% -0.365%-45.490%
219Combined programming language (CPL)Programming SkillsLegacy1 3660.016% 190.005% -0.010%-67.045%
195Component object model (COM)Programming SkillsCurrent1 5130.022% 680.018% -0.003%-15.853%
125Database programmingProgramming SkillsCurrent3 73,4433.119% 9,7942.640% -0.479%-15.345%
196Distributed component object model (DCOM)Programming SkillsCurrent1 5,0500.214% 3000.081% -0.134%-62.288%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 17,9280.761% 2,6020.701% -0.060%-7.866%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 4,2290.180% 6800.183% 0.004%2.074%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 32,9551.399% 3,9601.067% -0.332%-23.719%
109ForthProgramming SkillsLegacy1 5,8530.249% 1,4100.380% 0.132%52.928%
102FortranProgramming SkillsLegacy1 4,6920.199% 3320.089% -0.110%-55.082%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 486,86920.674% 72,03819.418% -1.255%-6.072%
222JProgramming SkillsLegacy1 9,0830.386% 1,1780.318% -0.068%-17.669%
87Java/J2EE/J2PProgramming SkillsCurrent4 622,28326.424% 108,09929.139% 2.715%10.275%
97JavaScriptProgramming SkillsCurrent3 334,98514.224% 75,28620.294% 6.070%42.670%
89JavaServer FacesProgramming SkillsCurrent3 26,7351.135% 4,0431.090% -0.045%-4.001%
88JavaServer PagesProgramming SkillsCurrent3 116,3864.942% 14,4713.901% -1.041%-21.070%
223Job control language (JCL)Programming SkillsLegacy2 12,0800.513% 1,6090.434% -0.079%-15.446%
126LAMPProgramming SkillsCurrent1 29,9341.271% 5,7161.541% 0.270%21.220%
104LispProgramming SkillsLegacy1 1,9410.082% 2860.077% -0.005%-6.463%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 1,3370.057% 2950.080% 0.023%40.067%
201Microsoft ActiveXProgramming SkillsCurrent1 4,8420.206% 3200.086% -0.119%-58.046%
107PascalProgramming SkillsLegacy1 1,4480.061% 2600.070% 0.009%13.986%
90PerlProgramming SkillsCurrent1 215,3979.146% 29,4677.943% -1.203%-13.156%
91PHPProgramming SkillsCurrent1 118,5175.033% 21,0985.687% 0.655%13.007%
103PL/1Programming SkillsLegacy3 4860.021% 440.012% -0.009%-42.527%
105PrologProgramming SkillsLegacy1 1,2390.053% 990.027% -0.026%-49.277%
95PythonProgramming SkillsCurrent1 131,2435.573% 33,7829.106% 3.533%63.401%
228Register transfer language (RTL)Programming SkillsLegacy1 34,9291.483% 9,2502.493% 1.010%68.113%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 1,2500.053% 3040.082% 0.029%54.386%
206Scripting languagesProgramming SkillsCurrent1 59,0402.507% 10,2822.772% 0.265%10.554%
101SmalltalkProgramming SkillsLegacy1 9360.040% 320.009% -0.031%-78.297%
92SQLProgramming SkillsCurrent3 815,44834.626% 145,02539.093% 4.467%12.899%
110TCLProgramming SkillsLegacy1 14,9710.636% 1,4850.400% -0.235%-37.032%
98Unified Modeling LanguageProgramming SkillsCurrent2 89,1573.786% 9,4852.557% -1.229%-32.465%
93Visual BasicProgramming SkillsCurrent6 191,5298.133% 23,5536.349% -1.784%-21.935%
207Web service definition language (WSDL)Programming SkillsCurrent2 22,6230.961% 3,8101.027% 0.066%6.910%
94XMLProgramming SkillsCurrent2 363,89515.452% 54,15814.599% -0.853%-5.522%
1342Computer ScienceMajorsComputer Science2 2,355,013100.000% 370,978100.000% 0.000%0.000%
1344Information TechnologyMajorsInformation Technology3 658,98027.982% 86,39423.288% -4.694%-16.774%
1343Management Information SystemsMajorsManagement Information Systems9 623,40626.471% 99,27526.760% 0.289%1.091%

IT Degrees

Information Technology

2014-11-12Jobs Found:1,219,485Click 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 2,8700.235% 8700.612% 0.376%159.871%
2Attention to DetailsSoft SkillsProblem-solving skills1 2,9600.243% 5360.377% 0.134%55.237%
8Conflict ResolutionSoft SkillsInterpersonal skills1 7,1170.584% 1,6761.178% 0.595%101.882%
231CooperationSoft SkillsInterpersonal skills1 9,8140.805% 1,2740.896% 0.091%11.287%
3CreativitySoft SkillsProblem-solving skills3 30,4632.498% 5,7254.025% 1.527%61.111%
4Critical thinkingSoft SkillsProblem-solving skills3 12,1740.998% 3,1022.181% 1.182%118.439%
1300FlexibilitySoft SkillsWork ethic1 88,1367.227% 6,1604.330% -2.897%-40.083%
232IndependenceSoft SkillsInterpersonal skills1 6,5610.538% 1,1140.783% 0.245%45.558%
13Initiative/Motivation to workSoft SkillsWork ethic5 141,99711.644% 25,87818.192% 6.548%56.233%
256InnovationSoft SkillsProblem-solving skills1 73,6016.035% 17,31012.169% 6.133%101.620%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 146,44812.009% 18,71213.154% 1.145%9.536%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 7080.058% 1190.084% 0.026%44.090%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 77,0736.320% 15,17510.668% 4.348%68.790%
10LeadershipSoft SkillsInterpersonal skills1 258,67721.212% 35,63825.053% 3.841%18.107%
258LearningSoft SkillsProblem-solving skills1 135,83711.139% 10,0737.081% -4.058%-36.429%
1Learning AbilitySoft SkillsProblem-solving skills3 16,1861.327% 3,0652.155% 0.827%62.335%
236ListeningSoft SkillsLanguage skills1 46,4913.812% 3,1642.224% -1.588%-41.657%
260MathematicsSoft SkillsProblem-solving skills3 32,8732.696% 5,2573.696% 1.000%37.094%
261MemorizationSoft SkillsProblem-solving skills1 690.006% 80.006% -0.000%-0.606%
18Negotiation SkillsSoft SkillsLanguage skills1 13,5351.110% 1,9971.404% 0.294%26.486%
262OptimizationSoft SkillsProblem-solving skills1 48,4053.969% 8,0445.655% 1.685%42.463%
19Oral CommunicationsSoft SkillsLanguage skills3 18,0851.483% 3,3922.385% 0.902%60.790%
273PersistenceSoft SkillsWork ethic1 2,6880.220% 6000.422% 0.201%91.356%
239PersuasionSoft SkillsLanguage skills1 1,8630.153% 4180.294% 0.141%92.347%
1301Physical SkillSoft SkillsWork ethic2 1,1270.092% 1780.125% 0.033%35.400%
240PresentationsSoft SkillsLanguage skills1 61,8015.068% 8,7826.174% 1.106%21.820%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 162,82513.352% 32,14222.595% 9.243%69.228%
20Questioning skillsSoft SkillsLanguage skills1 2840.023% 670.047% 0.024%102.245%
241Reading ComprehensionSoft SkillsLanguage skills1 4000.033% 700.049% 0.016%50.023%
6Research skillsSoft SkillsProblem-solving skills1 2,3200.190% 2520.177% -0.013%-6.882%
15ResponsibilitySoft SkillsWork ethic2 118,7179.735% 16,15011.353% 1.618%16.622%
234Self ControlSoft SkillsInterpersonal skills1 930.008% 150.011% 0.003%38.270%
11Self-esteemSoft SkillsInterpersonal skills1 250.002% 30.002% 0.000%2.873%
16Self-managementSoft SkillsWork ethic1 9680.079% 2550.179% 0.100%125.832%
250Stress ToleranceSoft SkillsPhysical skills1 1510.012% 510.036% 0.023%189.544%
12TeamworkSoft SkillsInterpersonal skills1 51,6274.234% 8,4705.954% 1.721%40.646%
17Time ManagementSoft SkillsWork ethic2 37,3153.060% 7,5985.341% 2.281%74.557%
268VisualizationSoft SkillsProblem-solving skills1 6,6920.549% 1,1870.834% 0.286%52.060%
7Working under pressureSoft SkillsProblem-solving skills1 5440.045% 950.067% 0.022%49.708%
21Written CommunicationsSoft SkillsLanguage skills4 174,40114.301% 24,02416.888% 2.587%18.091%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 200,67316.456% 8,2875.826% -10.630%-64.598%
172Account managementBusiness SkillsManagement skills1 12,0560.989% 1,6201.139% 0.150%15.195%
22AccountingBusiness SkillsBusiness processes4 284,80023.354% 11,1417.832% -15.522%-66.464%
1263Accounting softwareBusiness SkillsBusiness processes7 39,7603.260% 6720.472% -2.788%-85.511%
174AdministrationBusiness SkillsManagement skills3 420,02134.442% 37,01826.023% -8.419%-24.445%
1313AnalystBusiness SkillsProject management1 240,37519.711% 35,03824.631% 4.920%24.960%
175Application managementBusiness SkillsManagement skills5 78,6256.447% 13,3009.350% 2.902%45.015%
150Asset managementBusiness SkillsBusiness processes1 18,5261.519% 2,8211.983% 0.464%30.540%
151AuditingBusiness SkillsBusiness processes4 107,4678.812% 10,2707.220% -1.593%-18.075%
1264Auditing softwareBusiness SkillsBusiness processes1 1320.011% 100.007% -0.004%-35.055%
152BillingBusiness SkillsBusiness processes1 57,8274.742% 2,8602.011% -2.731%-57.601%
1314Business AnalystBusiness SkillsProject management1 103,0648.451% 14,65010.299% 1.847%21.857%
35Business IntelligenceBusiness SkillsStrategy skills1 50,7114.158% 9,4326.631% 2.472%59.449%
155Business performance management (BPM)Business SkillsBusiness processes2 7,0880.581% 1,5591.096% 0.515%88.557%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 24,7942.033% 1,3890.976% -1.057%-51.974%
36Business StrategyBusiness SkillsStrategy skills3 260,22821.339% 37,82126.588% 5.248%24.595%
182Calendar and schedulingBusiness SkillsProject management3 51,7094.240% 7,3835.190% 0.950%22.402%
156Capacity planningBusiness SkillsBusiness processes1 21,2221.740% 3,7972.669% 0.929%53.382%
28Change ManagementBusiness SkillsManagement skills1 51,1224.192% 10,4037.313% 3.121%74.450%
183Content workflowBusiness SkillsProject management1 480.004% 90.006% 0.002%60.739%
24Contracting and legalBusiness SkillsBusiness processes2 149,85012.288% 8,5075.980% -6.308%-51.332%
176CoordinationBusiness SkillsManagement skills1 64,2575.269% 10,1787.155% 1.886%35.789%
157Cost accountingBusiness SkillsBusiness processes1 2,6920.221% 1590.112% -0.109%-49.366%
158Cost estimationBusiness SkillsBusiness processes1 1,0930.090% 1030.072% -0.017%-19.214%
1312Customer SupportBusiness SkillsBusiness processes6 265,77821.794% 34,39724.180% 2.386%10.949%
1339EducationBusiness SkillsIndustry Segment1 13,1091.075% 1,5771.109% 0.034%3.130%
1333EnergyBusiness SkillsIndustry Segment1 55,9434.587% 10,2287.190% 2.603%56.735%
1340EntertainmentBusiness SkillsIndustry Segment1 159,89813.112% 3,0102.116% -10.996%-83.862%
1319EnvironmentalBusiness SkillsEnvironmental14 107,3968.807% 4,7563.343% -5.463%-62.036%
1320Environmental StrategyBusiness SkillsEnvironmental6 2,8720.236% 8800.619% 0.383%162.675%
161FinancialBusiness SkillsBusiness processes2 436,17735.767% 39,45327.735% -8.033%-22.458%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 2,2880.188% 2240.157% -0.030%-16.071%
1332Health CareBusiness SkillsIndustry Segment2 345,86228.361% 27,86019.585% -8.776%-30.944%
177Human resourcesBusiness SkillsManagement skills2 224,63118.420% 6,4484.533% -13.887%-75.392%
1336InsuranceBusiness SkillsIndustry Segment1 6,9320.568% 1,4120.993% 0.424%74.621%
1316Managing/SupervisionBusiness SkillsManagement skills5 617,74950.657% 59,47941.813% -8.844%-17.458%
1334ManufacturingBusiness SkillsIndustry Segment2 186,96315.331% 8,1195.708% -9.624%-62.772%
26MarketingBusiness SkillsBusiness processes1 273,32422.413% 10,7737.573% -14.840%-66.211%
185MonitoringBusiness SkillsProject management1 122,42210.039% 22,37115.726% 5.688%56.656%
179NegotiationBusiness SkillsManagement skills1 50,7984.166% 7,8235.499% 1.334%32.022%
163Operation and ControlBusiness SkillsBusiness processes2 5400.044% 680.048% 0.004%7.953%
29Outsourcing ManagementBusiness SkillsManagement skills3 87,1827.149% 9,5146.688% -0.461%-6.447%
167ProcurementBusiness SkillsBusiness processes1 68,6135.626% 3,8352.696% -2.930%-52.084%
1290Project Management softwareBusiness SkillsProject management2 40,3333.307% 7,5575.312% 2.005%60.624%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 236,34919.381% 38,68227.193% 7.812%40.306%
168QualityBusiness SkillsBusiness processes1 347,08428.462% 51,12435.939% 7.478%26.273%
1337Real EstateBusiness SkillsIndustry Segment2 162,20113.301% 1,9791.391% -11.910%-89.540%
1335RetailBusiness SkillsIndustry Segment2 381,69531.300% 19,38813.629% -17.670%-56.455%
34Risk ManagementBusiness SkillsProject management1 40,1033.289% 6,6774.694% 1.405%42.733%
169Service OrientationBusiness SkillsBusiness processes1 9,7090.796% 1,3940.980% 0.184%23.086%
27Supply Chain ManagementBusiness SkillsBusiness processes3 71,2865.846% 4,2572.993% -2.853%-48.806%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 2,6770.220% 2800.197% -0.023%-10.333%
178TeachingBusiness SkillsManagement skills7 203,46216.684% 4,8703.424% -13.261%-79.480%
190TimekeepingBusiness SkillsProject management3 70,1065.749% 2,8191.982% -3.767%-65.528%
1296Timekeeping softwareBusiness SkillsProject management1 1,3980.115% 3050.214% 0.100%87.031%
171Total quality management (TQM)Business SkillsBusiness processes2 1,2670.104% 1460.103% -0.001%-1.214%
180TroubleshootingBusiness SkillsManagement skills1 127,54910.459% 24,16616.988% 6.529%62.423%
181VerificationBusiness SkillsManagement skills1 25,2972.074% 4,7273.323% 1.249%60.191%
1338Waste ManagementBusiness SkillsIndustry Segment1 9550.078% 1850.130% 0.052%66.069%
191WorkflowBusiness SkillsProject management1 48,0103.937% 8,9726.307% 2.370%60.206%
31Working GloballyBusiness SkillsManagement skills3 9,0850.745% 1640.115% -0.630%-84.525%
32Working with Virtual TeamsBusiness SkillsManagement skills2 2,1510.176% 5290.372% 0.195%110.832%
514GLTechnical SkillsSoftware development3 1,3770.113% 1070.075% -0.038%-33.385%
987Access servers & softwareTechnical SkillsNetwork10 38,4683.154% 6,9054.854% 1.700%53.881%
38Agile Development MethodsTechnical SkillsSoftware development3 15,6631.284% 4,6633.278% 1.994%155.218%
304Algorithmic softwareTechnical SkillsBusiness applications1 60.000% 00.000% -0.000%-100.000%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 1,0600.087% 890.063% -0.024%-28.021%
1352AndroidTechnical SkillsMobile Platforms3 5,3850.442% 2,3441.648% 1.206%273.158%
1351Apple iOSTechnical SkillsMobile Platforms6 6,6920.549% 1,9111.343% 0.795%144.808%
120Apple operating systemsTechnical SkillsBusiness applications6 20,1171.650% 5,1163.596% 1.947%118.016%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 36,5362.996% 230.016% -2.980%-99.460%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 110.001% 30.002% 0.001%133.803%
1265Backup & RecoveryTechnical SkillsTechnical applications16 98,3798.067% 14,90810.480% 2.413%29.909%
1353BlackberryTechnical SkillsMobile Platforms2 10,0630.825% 1,5751.107% 0.282%34.176%
336Borland DelphiTechnical SkillsBusiness applications1 1,2100.099% 1680.118% 0.019%19.027%
337Borland JBuilderTechnical SkillsBusiness applications1 8330.068% 230.016% -0.052%-76.330%
338Borland ParadoxTechnical SkillsBusiness applications1 930.008% 150.011% 0.003%38.270%
72Business Continuity PlanningTechnical SkillsHardware2 38,9143.191% 3,1682.227% -0.964%-30.209%
352Cadence OpusTechnical SkillsBusiness applications1 1,0540.086% 1240.087% 0.001%0.856%
868CalculatorsTechnical SkillsHardware1 6270.051% 490.034% -0.017%-33.004%
39CASE ToolsTechnical SkillsSoftware development1 92,0467.548% 7,5315.294% -2.254%-29.859%
367Categorization or classification softwareTechnical SkillsBusiness applications1 3,3370.274% 5610.394% 0.121%44.121%
112CertificationTechnical SkillsMisc3 276,79322.698% 36,66125.772% 3.075%13.546%
78CiscoTechnical SkillsHardware1 189,43715.534% 9,6426.778% -8.756%-56.366%
1009Cisco Systems IOSTechnical SkillsNetwork1 8,5080.698% 3,0452.141% 1.443%206.818%
40Client-ServerTechnical SkillsSoftware development1 32,3732.655% 2,5141.767% -0.887%-33.426%
1011Cluster server softwareTechnical SkillsNetwork8 16,6781.368% 2,6601.870% 0.502%36.728%
1147CMAKETechnical SkillsSoftware development1 200.002% 100.007% 0.005%328.638%
1151Compatibility testingTechnical SkillsSoftware development1 2620.021% 650.046% 0.024%112.683%
1152CompilersTechnical SkillsSoftware development5 8,9430.733% 1,0020.704% -0.029%-3.948%
1255Compliance softwareTechnical SkillsTechnical applications3 7,8950.647% 1,5601.097% 0.449%69.392%
385Computer aided design (CAD)Technical SkillsBusiness applications12 45,9953.772% 1,7701.244% -2.527%-67.010%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 2,1830.179% 2780.195% 0.016%9.172%
875Computer diagnosticsTechnical SkillsHardware5 41,6453.415% 6,8544.818% 1.403%41.092%
1107Computer forensicsTechnical SkillsSecurity1 3,4960.287% 2390.168% -0.119%-41.393%
1266Computer HardwareTechnical SkillsHardware15 28,6002.345% 4,0562.851% 0.506%21.577%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 34,7682.851% 1660.117% -2.734%-95.907%
1015Computer serversTechnical SkillsNetwork6 96,9037.946% 15,39810.825% 2.878%36.222%
1267Computer UtilitiesTechnical SkillsMisc1 2210.018% 210.015% -0.003%-18.539%
59Content ManagerTechnical SkillsBusiness applications1 1,2940.106% 990.070% -0.037%-34.412%
878ControllersTechnical SkillsHardware2 6,0290.494% 8430.593% 0.098%19.868%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 9660.079% 3360.236% 0.157%198.183%
407Customer information control system (CICS)Technical SkillsBusiness applications2 4,9700.408% 7860.553% 0.145%35.577%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 94,0607.713% 9,7396.846% -0.867%-11.237%
953Data acquisition systemsTechnical SkillsInformation mgmt1 4,0790.334% 5890.414% 0.080%23.789%
955Data compression softwareTechnical SkillsInformation mgmt1 1,7540.144% 2620.184% 0.040%28.054%
956Data conversion softwareTechnical SkillsInformation mgmt1 5,6840.466% 9700.682% 0.216%46.298%
958Data dictionaryTechnical SkillsInformation mgmt1 2,8680.235% 5580.392% 0.157%66.792%
959Data entryTechnical SkillsInformation mgmt1 172,40114.137% 1,6191.138% -12.999%-91.949%
962Data mappingTechnical SkillsInformation mgmt1 5,1350.421% 1,2090.850% 0.429%101.840%
67Data MiningTechnical SkillsInformation mgmt5 48,2433.956% 2,0231.422% -2.534%-64.051%
963Data modelingTechnical SkillsInformation mgmt1 28,6232.347% 5,5223.882% 1.535%65.387%
68Data WarehousingTechnical SkillsInformation mgmt2 48,3423.964% 9,3926.602% 2.638%66.554%
69Database AdministrationTechnical SkillsInformation mgmt12 66,4275.447% 10,5107.388% 1.941%35.637%
969Database design softwareTechnical SkillsInformation mgmt15 44,0753.614% 7,3405.160% 1.546%42.766%
1268Database ReportingTechnical SkillsInformation mgmt3 15,9961.312% 2,0281.426% 0.114%8.687%
1269Database SecurityTechnical SkillsInformation mgmt2 810.007% 30.002% -0.005%-68.249%
1270Database ServersTechnical SkillsInformation mgmt3 12,1800.999% 1,5441.085% 0.087%8.673%
1271Database TestingTechnical SkillsInformation mgmt1 5600.046% 1350.095% 0.049%106.665%
1160DebuggingTechnical SkillsSoftware development7 50,7404.161% 9,8486.923% 2.762%66.387%
418Desktop publishing softwareTechnical SkillsBusiness applications13 17,9351.471% 1,4060.988% -0.482%-32.794%
1272Development EnvironmentTechnical SkillsSoftware development13 36,7953.017% 5,3503.761% 0.744%24.648%
1273Digital ImagingTechnical SkillsHardware1 2720.022% 90.006% -0.016%-71.634%
883Digital Signal Processor (DSP)Technical SkillsHardware2 1,2360.101% 450.032% -0.070%-68.788%
423Disk operating system (DOS)Technical SkillsBusiness applications1 2,9200.239% 3140.221% -0.019%-7.813%
1307Doctor of PhilosophyTechnical SkillsMisc3 61,6985.059% 1,3510.950% -4.110%-81.228%
973Document management softwareTechnical SkillsInformation mgmt4 11,3510.931% 1,7311.217% 0.286%30.733%
1020Domain name system (DNS)Technical SkillsNetwork3 31,2462.562% 5,4413.825% 1.263%49.281%
61DreamweaverTechnical SkillsSoftware development1 6,7700.555% 5840.411% -0.145%-26.049%
54DSS/GDSSTechnical SkillsBusiness applications5 15,7381.291% 2,2501.582% 0.291%22.562%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 430.004% 50.004% -0.000%-0.317%
62EclipseTechnical SkillsSoftware development1 14,1211.158% 2,4501.722% 0.564%48.738%
1308Electronic CommerceTechnical SkillsBusiness applications2 44,4653.646% 4,9733.496% -0.150%-4.121%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 9,2930.762% 2,0371.432% 0.670%87.913%
1023Electronic mail softwareTechnical SkillsNetwork8 19,8651.629% 3,2142.259% 0.630%38.701%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 64,2795.271% 10,4477.344% 2.073%39.330%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications14 92,9077.619% 9,0006.327% -1.292%-16.955%
1321Environmental CertificationTechnical SkillsEnvironmental1 950.008% 110.008% -0.000%-0.736%
1328Environmental CleanupTechnical SkillsEnvironmental1 9360.077% 2290.161% 0.084%109.740%
1329Environmental EnergyTechnical SkillsEnvironmental21 3,8450.315% 7400.520% 0.205%64.990%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 3,8830.318% 1,3360.939% 0.621%194.958%
1327Environmental PollutionTechnical SkillsEnvironmental15 34,9132.863% 6140.432% -2.431%-84.923%
1324Environmental Pollution ControlTechnical SkillsEnvironmental6 2,0930.172% 1480.104% -0.068%-39.380%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental6 4830.040% 950.067% 0.027%68.616%
1326Environmental Product StewardshipTechnical SkillsEnvironmental10 44,6923.665% 4180.294% -3.371%-91.982%
1331Environmental ScienceTechnical SkillsEnvironmental2 1490.012% 560.039% 0.027%222.198%
1322Environmental TechnologyTechnical SkillsEnvironmental2 1840.015% 110.008% -0.007%-48.750%
461Expert system softwareTechnical SkillsBusiness applications1 4180.034% 340.024% -0.010%-30.269%
1359FacebookTechnical SkillsSocial Networking1 95,6297.842% 66,60446.821% 38.980%497.079%
463Facilities management softwareTechnical SkillsBusiness applications4 7,5820.622% 7800.548% -0.073%-11.807%
468Flight control softwareTechnical SkillsBusiness applications1 1030.008% 110.008% -0.001%-8.446%
469Flowchart softwareTechnical SkillsBusiness applications4 3,2630.268% 7650.538% 0.270%100.986%
1112Fraud DetectionTechnical SkillsSecurity1 4,7540.390% 8670.609% 0.220%56.344%
63FrontPageTechnical SkillsSoftware development1 8280.068% 320.022% -0.045%-66.869%
475Fund accounting softwareTechnical SkillsBusiness applications1 4730.039% 450.032% -0.007%-18.441%
1260GamingTechnical SkillsMisc2 18,8311.544% 4,1772.936% 1.392%90.157%
113Generic databasesTechnical SkillsInformation mgmt2 124,64910.221% 20,80114.623% 4.401%43.059%
1365Google AppsTechnical SkillsBusiness applications4 2,0480.168% 4400.309% 0.141%84.181%
1364Google PlusTechnical SkillsSocial Networking1 70.001% 40.003% 0.002%389.873%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications30 95,9517.868% 8,6576.086% -1.782%-22.654%
484Graphic softwareTechnical SkillsBusiness applications16 114,2609.370% 14,0399.869% 0.500%5.333%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 12,9181.059% 1,5701.104% 0.044%4.190%
1323Green ITTechnical SkillsEnvironmental8 3,0590.251% 1790.126% -0.125%-49.836%
893Guidance systemsTechnical SkillsHardware1 660.005% 00.000% -0.005%-100.000%
895Hardware description language (HDL)Technical SkillsHardware2 880.007% 100.007% -0.000%-2.582%
1277Hardware DesignTechnical SkillsHardware19 5,0460.414% 6160.433% 0.019%4.654%
1278Hardware TestingTechnical SkillsHardware4 1,5940.131% 700.049% -0.082%-62.353%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 5870.048% 920.065% 0.017%34.360%
492Helpdesk or call centerTechnical SkillsBusiness applications2 128,76110.559% 9,0406.355% -4.204%-39.813%
114IBM databasesTechnical SkillsInformation mgmt2 25,1612.063% 4,3473.056% 0.993%48.109%
121IBM operating systemsTechnical SkillsBusiness applications4 27,0002.214% 3,0072.114% -0.100%-4.525%
898Image capture devicesTechnical SkillsHardware8 5,0170.411% 8910.626% 0.215%52.249%
524Industrial control softwareTechnical SkillsBusiness applications3 3,7700.309% 4380.308% -0.001%-0.401%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 12,4361.020% 2,1191.490% 0.470%46.073%
899InfraredTechnical SkillsHardware1 2,8600.235% 670.047% -0.187%-79.917%
1180InstallationTechnical SkillsSoftware development1 101,5608.328% 13,9889.833% 1.505%18.074%
901Interface definition language (IDL)Technical SkillsHardware1 1470.012% 130.009% -0.003%-24.186%
536Internet browser softwareTechnical SkillsBusiness applications4 5,9030.484% 9310.654% 0.170%35.207%
541Inventory management softwareTechnical SkillsBusiness applications3 5,5090.452% 8310.584% 0.132%29.315%
73IT Architecture/StandardsTechnical SkillsHardware2 14,3641.178% 1,7701.244% 0.066%5.638%
1357Java METechnical SkillsMobile Platforms2 3900.032% 40.003% -0.029%-91.207%
1035KernelTechnical SkillsNetwork1 4,2060.345% 2900.204% -0.141%-40.892%
907LasersTechnical SkillsHardware1 2940.024% 120.008% -0.016%-65.009%
1038License management softwareTechnical SkillsNetwork1 6840.056% 1650.116% 0.060%106.799%
1361LinkedInTechnical SkillsSocial Networking1 10,8490.890% 1,6721.175% 0.286%32.120%
908Mainframe computersTechnical SkillsHardware2 62,3805.115% 4,0212.827% -2.289%-44.740%
124Mainframe operating systemsTechnical SkillsBusiness applications7 18,0241.478% 1,9891.398% -0.080%-5.397%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 25,0602.055% 3,2612.292% 0.237%11.555%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 6,6860.548% 5240.368% -0.180%-32.813%
1281Medical softwareTechnical SkillsBusiness applications9 10,1140.829% 1,1110.781% -0.048%-5.830%
115Microsoft databasesTechnical SkillsInformation mgmt5 129,40510.611% 20,73814.578% 3.967%37.384%
119Microsoft operating systemsTechnical SkillsBusiness applications4 197,69616.211% 27,66619.449% 3.237%19.969%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 2,4830.204% 6910.486% 0.282%138.574%
625MultimediaTechnical SkillsBusiness applications1 122,89810.078% 6840.481% -9.597%-95.229%
1362MySpaceTechnical SkillsSocial Networking1 6520.053% 20.001% -0.052%-97.370%
74Network administrationTechnical SkillsHardware12 114,6119.398% 11,1307.824% -1.574%-16.749%
1282Network Administration softwareTechnical SkillsNetwork17 61,2915.026% 11,0317.755% 2.729%54.291%
1283Network HardwareTechnical SkillsNetwork11 44,3763.639% 6,9054.854% 1.215%33.394%
1284Network Monitoring softwareTechnical SkillsNetwork14 25,2952.074% 4,5773.218% 1.143%55.120%
1059Network operation system software (NOS)Technical SkillsNetwork2 2,3840.195% 3520.247% 0.052%26.578%
1122Network securityTechnical SkillsSecurity1 33,6812.762% 5,9084.153% 1.391%50.375%
1285Network Security softwareTechnical SkillsSecurity34 82,1966.740% 14,2109.989% 3.249%48.206%
1286Network softwareTechnical SkillsNetwork6 16,5601.358% 2,8171.980% 0.622%45.830%
1287Network TestingTechnical SkillsNetwork11 23,4651.924% 2,1191.490% -0.435%-22.584%
1065Novell network softwareTechnical SkillsNetwork2 1,6560.136% 2330.164% 0.028%20.619%
643OberonTechnical SkillsBusiness applications1 1510.012% 470.033% 0.021%166.835%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 72,8805.976% 10,3347.265% 1.288%21.557%
1288Office ApplicationsTechnical SkillsBusiness applications13 204,60616.778% 30,64221.541% 4.763%28.387%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 9,5230.781% 1,3210.929% 0.148%18.919%
116Open-source databasesTechnical SkillsInformation mgmt4 33,9232.782% 4,6703.283% 0.501%18.017%
118Open-source operating systemsTechnical SkillsBusiness applications8 110,8709.092% 17,50012.302% 3.211%35.315%
56Operating SystemsTechnical SkillsBusiness applications3 84,3606.918% 13,7559.670% 2.752%39.780%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 6500.053% 790.056% 0.002%4.192%
117Oracle databasesTechnical SkillsInformation mgmt1 202,80016.630% 27,02719.000% 2.370%14.249%
1354Palm OSTechnical SkillsMobile Platforms3 2790.023% 280.020% -0.003%-13.965%
1289Physical ToolsTechnical SkillsHardware1 490.004% 20.001% -0.003%-65.009%
683Point of sale (POS)Technical SkillsBusiness applications3 6,1300.503% 1,0660.749% 0.247%49.079%
931PrintersTechnical SkillsHardware3 12,6911.041% 2,3181.630% 0.589%56.581%
43ProgrammingTechnical SkillsSoftware development1 199,10616.327% 27,45019.297% 2.970%18.190%
700ProvisioningTechnical SkillsBusiness applications1 14,3501.177% 3,2302.271% 1.094%92.962%
1258Rate ControlTechnical SkillsTechnical applications1 80.001% 00.000% -0.001%-100.000%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 11,8890.975% 1,3520.950% -0.024%-2.512%
1077Remote control softwareTechnical SkillsNetwork2 1,4760.121% 3210.226% 0.105%86.440%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 6900.057% 1120.079% 0.022%39.152%
1262RoboticsTechnical SkillsHardware3 2,5430.209% 2800.197% -0.012%-5.609%
1318RSATechnical SkillsSecurity1 3,6800.302% 8610.605% 0.304%100.575%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 11,4730.941% 2,0791.462% 0.521%55.345%
44SDLCTechnical SkillsSoftware development7 113,8629.337% 23,82616.749% 7.412%79.388%
1132Secure shell (SSH)Technical SkillsSecurity1 890.007% 120.008% 0.001%15.588%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 13,1651.080% 2,1921.541% 0.461%42.738%
76SecurityTechnical SkillsHardware4 871,59671.472% 141,79199.677% 28.204%39.462%
1315Security ClearanceTechnical SkillsMisc2 109,8859.011% 5,7234.023% -4.988%-55.352%
1135Security testing softwareTechnical SkillsSecurity1 2,5510.209% 4950.348% 0.139%66.347%
60Sharepoint ServerTechnical SkillsBusiness applications1 4,4760.367% 4760.335% -0.032%-8.833%
1084Signal generatorsTechnical SkillsNetwork1 2320.019% 140.010% -0.009%-48.268%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 8,3850.688% 1,2160.855% 0.167%24.323%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 22,6031.853% 4,9743.497% 1.643%88.652%
1220Simulation softwareTechnical SkillsSoftware development5 12,7251.043% 9110.640% -0.403%-38.626%
1366Social NetworkTechnical SkillsSocial Networking1 1,9470.160% 1240.087% -0.072%-45.402%
1358Social NetworkingTechnical SkillsSocial Networking1 6,1240.502% 3110.219% -0.284%-56.464%
42Software DevelopmentTechnical SkillsSoftware development2 317,23926.014% 26,89318.905% -7.109%-27.327%
1291Software Development softwareTechnical SkillsSoftware development2 1,8150.149% 3060.215% 0.066%44.533%
1309Software EngineeringTechnical SkillsSoftware development1 196,28016.095% 8,3235.851% -10.244%-63.648%
1292Software InstallationTechnical SkillsSoftware development4 111,8879.175% 19,84813.953% 4.778%52.075%
1223Software librariesTechnical SkillsSoftware development1 1460.012% 330.023% 0.011%93.768%
1293Software MaintenanceTechnical SkillsSoftware development1 5,1040.419% 1,2660.890% 0.471%112.640%
1294Software TestingTechnical SkillsSoftware development14 93,1977.642% 17,86312.557% 4.915%64.314%
1225Source code management (SCM)Technical SkillsSoftware development5 25,0602.055% 4,9923.509% 1.454%70.771%
1229Static analysis softwareTechnical SkillsSoftware development1 3550.029% 1070.075% 0.046%158.391%
772Statistical analysis softwareTechnical SkillsBusiness applications23 102,6698.419% 10,9007.663% -0.757%-8.986%
774Statistical softwareTechnical SkillsBusiness applications1 33,1052.715% 3,3632.364% -0.351%-12.913%
1230Stress testing softwareTechnical SkillsSoftware development1 1,9160.157% 4100.288% 0.131%83.447%
122Sun operating systemsTechnical SkillsBusiness applications3 39,6153.249% 4,4923.158% -0.091%-2.792%
939Surveillance systemsTechnical SkillsHardware5 12,8851.057% 7430.522% -0.534%-50.566%
791Symantec softwareTechnical SkillsBusiness applications1 9,0860.745% 1,6541.163% 0.418%56.057%
1355SymbianTechnical SkillsMobile Platforms1 170.001% 00.000% -0.001%-100.000%
1310System AdministrationTechnical SkillsNetwork4 74,6376.120% 9,5766.732% 0.611%9.989%
45System TestingTechnical SkillsSoftware development5 17,7491.455% 3,6052.534% 1.079%74.122%
46Systems AnalysisTechnical SkillsSoftware development8 91,4147.496% 15,08110.602% 3.106%41.429%
47Systems DesignTechnical SkillsSoftware development1 14,4331.184% 2,0401.434% 0.251%21.170%
1233Systems EvaluationTechnical SkillsSoftware development1 3780.031% 380.027% -0.004%-13.819%
1234Systems integrationTechnical SkillsSoftware development8 81,6546.696% 7,8995.553% -1.143%-17.069%
75TCP/IPTechnical SkillsHardware3 49,6484.071% 7,6035.345% 1.274%31.282%
1235Technology DesignTechnical SkillsSoftware development1 1,5500.127% 2460.173% 0.046%36.058%
1236TemplatesTechnical SkillsSoftware development1 18,0011.476% 3,5462.493% 1.017%68.874%
1239Test implementationTechnical SkillsSoftware development1 2580.021% 350.025% 0.003%16.297%
1302TestingTechnical SkillsSoftware development1 286,30623.478% 54,07438.013% 14.535%61.912%
1297Training softwareTechnical SkillsBusiness applications3 2,0110.165% 1440.101% -0.064%-38.614%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 1,9780.162% 2090.147% -0.015%-9.418%
1360TwitterTechnical SkillsSocial Networking1 19,7511.620% 3,8662.718% 1.098%67.801%
123UNIX operating systemsTechnical SkillsBusiness applications5 160,35113.149% 17,42512.249% -0.900%-6.842%
1298UNIX ShellsTechnical SkillsBusiness applications4 24,3681.998% 4,4253.111% 1.112%55.673%
48User-Interface DesignTechnical SkillsSoftware development2 79,6646.533% 6,9934.916% -1.617%-24.747%
836Video creation and editing softwareTechnical SkillsBusiness applications3 1,6900.139% 1230.086% -0.052%-37.606%
64Visual StudioTechnical SkillsSoftware development1 26,3612.162% 5,0123.523% 1.362%62.994%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 2,2890.188% 690.049% -0.139%-74.158%
77Voice/Data TelecomTechnical SkillsHardware10 144,34811.837% 14,42410.140% -1.697%-14.336%
1299Web Application ServerTechnical SkillsBusiness applications8 46,7493.834% 6,1294.309% 0.475%12.393%
1248Web platform development softwareTechnical SkillsSoftware development5 2,8670.235% 1850.130% -0.105%-44.682%
65web programmerTechnical SkillsSoftware development4 57,0204.676% 9990.702% -3.973%-84.980%
58Web serversTechnical SkillsBusiness applications6 60,8454.989% 9,0236.343% 1.354%27.130%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 43,0333.529% 6,6094.646% 1.117%31.660%
1356Windows CETechnical SkillsMobile Platforms4 3,7050.304% 4260.299% -0.004%-1.431%
1102WirelessTechnical SkillsNetwork5 38,6593.170% 6,1804.344% 1.174%37.044%
1363YouTubeTechnical SkillsSocial Networking2 5660.046% 2710.191% 0.144%310.463%
79.NETProgramming SkillsCurrent1 123,50810.128% 14,35110.089% -0.039%-0.389%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 300.002% 10.001% -0.002%-71.424%
209A programming language (APL)Programming SkillsLegacy2 1,4040.115% 1400.098% -0.017%-14.517%
99AdaProgramming SkillsLegacy1 3,5800.294% 5400.380% 0.086%29.310%
80AJAXProgramming SkillsCurrent1 40,6343.332% 5,5013.867% 0.535%16.057%
192Apple AppleScriptProgramming SkillsCurrent1 1120.009% 180.013% 0.003%37.777%
81ASPProgramming SkillsCurrent2 65,0905.337% 8,4725.956% 0.618%11.582%
108AssemblyProgramming SkillsLegacy2 1,4630.120% 530.037% -0.083%-68.943%
211AWKProgramming SkillsLegacy1 1,2460.102% 2590.182% 0.080%78.198%
212BProgramming SkillsLegacy1 15,5151.272% 1,8891.328% 0.056%4.376%
83C#Programming SkillsCurrent2 106,1518.705% 11,9988.434% -0.270%-3.104%
82C/C++Programming SkillsCurrent3 131,52010.785% 11,0347.757% -3.028%-28.078%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 51,9624.261% 9,8926.954% 2.693%63.200%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 2700.022% 410.029% 0.007%30.179%
84CGIProgramming SkillsCurrent2 8,3790.687% 3,3382.347% 1.659%241.519%
217ClipperProgramming SkillsLegacy1 1140.009% 130.009% -0.000%-2.240%
218CLUProgramming SkillsLegacy1 1350.011% 80.006% -0.005%-49.198%
100CobolProgramming SkillsLegacy1 8,2920.680% 1,3980.983% 0.303%44.534%
85ColdFusionProgramming SkillsCurrent2 6,6190.543% 5930.417% -0.126%-23.196%
219Combined programming language (CPL)Programming SkillsLegacy1 1260.010% 180.013% 0.002%22.468%
195Component object model (COM)Programming SkillsCurrent1 480.004% 50.004% -0.000%-10.700%
125Database programmingProgramming SkillsCurrent3 18,0131.477% 2,4121.696% 0.218%14.792%
196Distributed component object model (DCOM)Programming SkillsCurrent1 8800.072% 410.029% -0.043%-60.059%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 3,8580.316% 4630.325% 0.009%2.882%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 1,6300.134% 3290.231% 0.098%73.033%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 7,8110.641% 8290.583% -0.058%-9.015%
109ForthProgramming SkillsLegacy1 3,7720.309% 7040.495% 0.186%60.001%
102FortranProgramming SkillsLegacy1 8210.067% 630.044% -0.023%-34.216%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 178,96314.675% 15,10010.615% -4.060%-27.667%
222JProgramming SkillsLegacy1 4,9020.402% 4560.321% -0.081%-20.253%
87Java/J2EE/J2PProgramming SkillsCurrent4 185,10315.179% 23,78316.719% 1.540%10.147%
97JavaScriptProgramming SkillsCurrent3 77,2096.331% 13,9159.782% 3.451%54.503%
89JavaServer FacesProgramming SkillsCurrent3 7,5870.622% 9390.660% 0.038%6.100%
88JavaServer PagesProgramming SkillsCurrent3 30,2702.482% 3,2932.315% -0.167%-6.739%
223Job control language (JCL)Programming SkillsLegacy2 7,2140.592% 8570.602% 0.011%1.842%
126LAMPProgramming SkillsCurrent1 8,7570.718% 8150.573% -0.145%-20.215%
104LispProgramming SkillsLegacy1 4530.037% 360.025% -0.012%-31.872%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 3740.031% 590.041% 0.011%35.239%
201Microsoft ActiveXProgramming SkillsCurrent1 9130.075% 920.065% -0.010%-13.615%
107PascalProgramming SkillsLegacy1 3750.031% 260.018% -0.012%-40.562%
90PerlProgramming SkillsCurrent1 44,5863.656% 6,3044.432% 0.775%21.210%
91PHPProgramming SkillsCurrent1 29,9152.453% 3,8352.696% 0.243%9.900%
103PL/1Programming SkillsLegacy3 1340.011% 270.019% 0.008%72.735%
105PrologProgramming SkillsLegacy1 5780.047% 670.047% -0.000%-0.627%
95PythonProgramming SkillsCurrent1 20,5961.689% 4,3963.090% 1.401%82.977%
228Register transfer language (RTL)Programming SkillsLegacy1 10,9700.900% 3,1552.218% 1.318%146.555%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 1910.016% 490.034% 0.019%119.930%
206Scripting languagesProgramming SkillsCurrent1 11,2940.926% 2,2431.577% 0.651%70.256%
101SmalltalkProgramming SkillsLegacy1 1600.013% 80.006% -0.007%-57.136%
92SQLProgramming SkillsCurrent3 286,37323.483% 43,99230.926% 7.443%31.693%
110TCLProgramming SkillsLegacy1 1,6990.139% 1990.140% 0.001%0.411%
98Unified Modeling LanguageProgramming SkillsCurrent2 24,5282.011% 2,8061.973% -0.039%-1.928%
93Visual BasicProgramming SkillsCurrent6 60,3344.947% 7,9895.616% 0.669%13.515%
207Web service definition language (WSDL)Programming SkillsCurrent2 5,8640.481% 1,0700.752% 0.271%56.427%
94XMLProgramming SkillsCurrent2 94,8947.781% 13,6959.627% 1.846%23.721%
1342Computer ScienceMajorsComputer Science2 376,20930.850% 64,52245.358% 14.508%47.028%
1344Information TechnologyMajorsInformation Technology3 1,219,485100.000% 142,251100.000% 0.000%0.000%
1343Management Information SystemsMajorsManagement Information Systems9 224,06118.373% 37,39426.287% 7.914%43.073%