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Skill Frequencies: April, 2007 through 2012-04-15

All Degrees

All Degree Programs

2012-04-15Jobs Found:2,713,074Click on column headings to sort
Skill IDSkill NamePrimary CategorySecondary CategoryNumber of SynonymsOccurrencesFrequencyLast 2 years OccurrencesLast 2 years FrequencyLast 2 years Growth/DeclineMovement
252Analytical ThinkingSoft SkillsProblem-solving skills1 5,6000.206% 1,5830.240% 0.033%16.157%
2Attention to DetailsSoft SkillsProblem-solving skills1 8,5890.317% 2,0960.317% 0.001%0.277%
8Conflict ResolutionSoft SkillsInterpersonal skills1 13,1540.485% 3,2490.492% 0.007%1.495%
231CooperationSoft SkillsInterpersonal skills1 20,9830.773% 3,4180.518% -0.256%-33.065%
3CreativitySoft SkillsProblem-solving skills3 72,6002.676% 17,2632.615% -0.061%-2.292%
4Critical thinkingSoft SkillsProblem-solving skills3 24,9380.919% 7,3151.108% 0.189%20.533%
1300FlexibilitySoft SkillsWork ethic1 129,7434.782% 40,2556.097% 1.315%27.493%
232IndependenceSoft SkillsInterpersonal skills1 12,4110.457% 3,7100.562% 0.104%22.834%
13Initiative/Motivation to workSoft SkillsWork ethic5 301,20111.102% 67,07910.160% -0.942%-8.487%
256InnovationSoft SkillsProblem-solving skills1 156,4535.767% 46,0256.971% 1.204%20.882%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 255,7819.428% 61,6399.336% -0.092%-0.976%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 1,4260.053% 2730.041% -0.011%-21.333%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 154,8785.709% 41,1996.240% 0.531%9.307%
10LeadershipSoft SkillsInterpersonal skills1 525,57319.372% 126,17419.110% -0.262%-1.352%
258LearningSoft SkillsProblem-solving skills1 219,1228.077% 80,36412.172% 4.095%50.705%
1Learning AbilitySoft SkillsProblem-solving skills3 39,5181.457% 10,7181.623% 0.167%11.448%
236ListeningSoft SkillsLanguage skills1 64,0452.361% 36,4565.522% 3.161%133.903%
260MathematicsSoft SkillsProblem-solving skills3 137,4115.065% 25,5973.877% -1.188%-23.455%
18Negotiation SkillsSoft SkillsLanguage skills1 23,1590.854% 5,9580.902% 0.049%5.714%
262OptimizationSoft SkillsProblem-solving skills1 117,7334.339% 30,1844.572% 0.232%5.349%
19Oral CommunicationsSoft SkillsLanguage skills2 40,2411.483% 10,0791.527% 0.043%2.920%
273PersistenceSoft SkillsWork ethic1 8,1960.302% 2,5500.386% 0.084%27.847%
239PersuasionSoft SkillsLanguage skills1 3,6870.136% 9200.139% 0.003%2.534%
1301Physical SkillSoft SkillsWork ethic2 2,2820.084% 5260.080% -0.004%-5.284%
240PresentationsSoft SkillsLanguage skills1 127,3264.693% 27,5024.165% -0.528%-11.244%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 421,39015.532% 112,94017.106% 1.574%10.132%
20Questioning skillsSoft SkillsLanguage skills1 5260.019% 2010.030% 0.011%57.023%
241Reading ComprehensionSoft SkillsLanguage skills1 5930.022% 1750.027% 0.005%21.265%
6Research skillsSoft SkillsProblem-solving skills1 4,6100.170% 8270.125% -0.045%-26.285%
15ResponsibilitySoft SkillsWork ethic2 250,1179.219% 55,2778.372% -0.847%-9.186%
234Self ControlSoft SkillsInterpersonal skills1 1990.007% 680.010% 0.003%40.413%
16Self-managementSoft SkillsWork ethic1 2,4480.090% 5540.084% -0.006%-7.007%
250Stress ToleranceSoft SkillsPhysical skills1 2670.010% 1510.023% 0.013%132.390%
12TeamworkSoft SkillsInterpersonal skills1 103,5383.816% 23,6013.575% -0.242%-6.334%
17Time ManagementSoft SkillsWork ethic2 80,9592.984% 21,4113.243% 0.259%8.674%
268VisualizationSoft SkillsProblem-solving skills1 18,8600.695% 3,9730.602% -0.093%-13.438%
7Working under pressureSoft SkillsProblem-solving skills1 1,0150.037% 3770.057% 0.020%52.626%
21Written CommunicationsSoft SkillsLanguage skills3 386,93814.262% 83,45512.640% -1.622%-11.374%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 226,0438.332% 108,17916.385% 8.053%96.654%
172Account managementBusiness SkillsManagement skills1 29,7391.096% 6,4060.970% -0.126%-11.486%
22AccountingBusiness SkillsBusiness processes4 405,04714.929% 127,47019.306% 4.377%29.317%
1263Accounting softwareBusiness SkillsBusiness processes7 51,6061.902% 31,6664.796% 2.894%152.142%
174AdministrationBusiness SkillsManagement skills3 713,56226.301% 212,62332.203% 5.902%22.442%
1313AnalystBusiness SkillsProject management1 458,15216.887% 119,63718.120% 1.233%7.302%
175Application managementBusiness SkillsManagement skills5 172,5656.360% 42,8986.497% 0.137%2.149%
150Asset managementBusiness SkillsBusiness processes1 34,9581.289% 7,5121.138% -0.151%-11.700%
151AuditingBusiness SkillsBusiness processes4 172,9526.375% 56,8208.606% 2.231%34.998%
1264Auditing softwareBusiness SkillsBusiness processes1 1940.007% 340.005% -0.002%-27.984%
152BillingBusiness SkillsBusiness processes1 88,0903.247% 38,7515.869% 2.622%80.762%
1314Business AnalystBusiness SkillsProject management1 172,1576.345% 78,17311.840% 5.494%86.588%
35Business IntelligenceBusiness SkillsStrategy skills1 101,7563.751% 27,1284.109% 0.358%9.549%
155Business performance management (BPM)Business SkillsBusiness processes2 14,1340.521% 4,3040.652% 0.131%25.129%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 51,9201.914% 4,1370.627% -1.287%-67.258%
36Business StrategyBusiness SkillsStrategy skills3 483,36217.816% 106,05416.063% -1.753%-9.842%
182Calendar and schedulingBusiness SkillsProject management3 110,0754.057% 20,8983.165% -0.892%-21.987%
156Capacity planningBusiness SkillsBusiness processes1 50,7391.870% 13,4242.033% 0.163%8.716%
28Change ManagementBusiness SkillsManagement skills1 90,3773.331% 25,2073.818% 0.487%14.608%
24Contracting and legalBusiness SkillsBusiness processes2 210,7527.768% 63,3909.601% 1.833%23.595%
176CoordinationBusiness SkillsManagement skills1 122,5914.519% 26,2503.976% -0.543%-12.012%
157Cost accountingBusiness SkillsBusiness processes1 5,0850.187% 6120.093% -0.095%-50.545%
158Cost estimationBusiness SkillsBusiness processes1 2,2660.084% 4360.066% -0.017%-20.936%
1312Customer SupportBusiness SkillsBusiness processes6 532,52019.628% 152,63023.117% 3.489%17.776%
1339EducationBusiness SkillsIndustry Segment1 24,3530.898% 4,8510.735% -0.163%-18.148%
1333EnergyBusiness SkillsIndustry Segment1 127,7784.710% 28,7924.361% -0.349%-7.409%
1340EntertainmentBusiness SkillsIndustry Segment1 194,1057.154% 96,63114.635% 7.481%104.565%
1319EnvironmentalBusiness SkillsEnvironmental13 133,9844.938% 54,8208.303% 3.364%68.127%
1320Environmental StrategyBusiness SkillsEnvironmental5 7,2210.266% 2,6820.406% 0.140%52.621%
161FinancialBusiness SkillsBusiness processes2 718,47726.482% 205,48931.123% 4.641%17.524%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 3,5370.130% 4220.064% -0.066%-50.974%
1332Health CareBusiness SkillsIndustry Segment2 492,79818.164% 155,43923.542% 5.379%29.611%
177Human resourcesBusiness SkillsManagement skills2 282,22410.402% 112,36417.018% 6.616%63.601%
1336InsuranceBusiness SkillsIndustry Segment1 13,6780.504% 3,2910.498% -0.006%-1.132%
1316Managing/SupervisionBusiness SkillsManagement skills5 1,181,43243.546% 285,90443.302% -0.244%-0.559%
1334ManufacturingBusiness SkillsIndustry Segment2 285,63010.528% 85,46012.944% 2.416%22.945%
26MarketingBusiness SkillsBusiness processes1 420,32215.492% 141,53721.437% 5.944%38.369%
185MonitoringBusiness SkillsProject management1 266,0299.805% 65,8959.980% 0.175%1.783%
179NegotiationBusiness SkillsManagement skills1 89,8603.312% 21,1323.201% -0.112%-3.367%
163Operation and ControlBusiness SkillsBusiness processes2 1,5500.057% 2180.033% -0.024%-42.207%
29Outsourcing ManagementBusiness SkillsManagement skills3 110,2124.062% 14,2452.158% -1.905%-46.889%
167ProcurementBusiness SkillsBusiness processes1 91,9973.391% 39,0135.909% 2.518%74.256%
1290Project Management softwareBusiness SkillsProject management2 71,2512.626% 16,6192.517% -0.109%-4.156%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 462,53917.049% 107,36216.261% -0.788%-4.621%
168QualityBusiness SkillsBusiness processes1 735,12827.096% 199,89930.276% 3.180%11.738%
1337Real EstateBusiness SkillsIndustry Segment2 172,8916.373% 94,32614.286% 7.914%124.187%
1335RetailBusiness SkillsIndustry Segment2 630,75123.249% 202,24430.631% 7.383%31.756%
34Risk ManagementBusiness SkillsProject management1 74,2082.735% 15,3162.320% -0.415%-15.190%
169Service OrientationBusiness SkillsBusiness processes1 18,1760.670% 4,7110.714% 0.044%6.504%
27Supply Chain ManagementBusiness SkillsBusiness processes3 115,8394.270% 44,7016.770% 2.501%58.568%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 5,9090.218% 1,0660.161% -0.056%-25.870%
178TeachingBusiness SkillsManagement skills7 240,8168.876% 105,03915.909% 7.033%79.233%
190TimekeepingBusiness SkillsProject management3 92,9223.425% 34,9455.293% 1.868%54.532%
1296Timekeeping softwareBusiness SkillsProject management1 2,9250.108% 7080.107% -0.001%-0.538%
171Total quality management (TQM)Business SkillsBusiness processes2 3,4710.128% 6040.091% -0.036%-28.495%
180TroubleshootingBusiness SkillsManagement skills1 302,95911.167% 80,77112.233% 1.067%9.553%
181VerificationBusiness SkillsManagement skills1 74,1182.732% 15,4352.338% -0.394%-14.427%
1338Waste ManagementBusiness SkillsIndustry Segment1 3,2330.119% 3940.060% -0.059%-49.923%
191WorkflowBusiness SkillsProject management1 106,9883.943% 27,5694.176% 0.232%5.886%
31Working GloballyBusiness SkillsManagement skills3 20,6580.761% 3,3610.509% -0.252%-33.145%
32Working with Virtual TeamsBusiness SkillsManagement skills2 4,1160.152% 1,0280.156% 0.004%2.629%
514GLTechnical SkillsSoftware development3 4,6080.170% 6050.092% -0.078%-46.050%
987Access servers & softwareTechnical SkillsNetwork10 73,9912.727% 18,8742.859% 0.131%4.818%
38Agile Development MethodsTechnical SkillsSoftware development3 46,9281.730% 18,4542.795% 1.065%61.588%
304Algorithmic softwareTechnical SkillsBusiness applications1 1000.004% 100.002% -0.002%-58.909%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 3,3110.122% 6020.091% -0.031%-25.288%
1352AndroidTechnical SkillsMobile Platforms1 15,7000.579% 12,0421.824% 1.245%215.174%
1351Apple iOSTechnical SkillsMobile Platforms6 18,3380.676% 11,6941.771% 1.095%162.037%
120Apple operating systemsTechnical SkillsBusiness applications6 50,6221.866% 15,2182.305% 0.439%23.529%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 41,4941.529% 29,8544.522% 2.992%195.644%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 1190.004% 80.001% -0.003%-72.375%
1265Backup & RecoveryTechnical SkillsTechnical applications16 204,3037.530% 48,1237.289% -0.242%-3.210%
1353BlackberryTechnical SkillsMobile Platforms2 22,0620.813% 7,6571.160% 0.347%42.615%
336Borland DelphiTechnical SkillsBusiness applications1 4,1930.155% 7970.121% -0.034%-21.894%
337Borland JBuilderTechnical SkillsBusiness applications1 3,7390.138% 3950.060% -0.078%-56.590%
338Borland ParadoxTechnical SkillsBusiness applications1 2740.010% 470.007% -0.003%-29.515%
72Business Continuity PlanningTechnical SkillsHardware2 49,8511.837% 7,3611.115% -0.723%-39.324%
352Cadence OpusTechnical SkillsBusiness applications1 1,4110.052% 5650.086% 0.034%64.541%
868CalculatorsTechnical SkillsHardware1 2,9880.110% 1050.016% -0.094%-85.560%
39CASE ToolsTechnical SkillsSoftware development1 153,6445.663% 53,0968.042% 2.379%42.003%
367Categorization or classification softwareTechnical SkillsBusiness applications1 10,3010.380% 2,6530.402% 0.022%5.830%
112CertificationTechnical SkillsMisc3 491,56918.119% 133,94520.287% 2.168%11.968%
78CiscoTechnical SkillsHardware1 248,4579.158% 90,43713.697% 4.540%49.571%
1009Cisco Systems IOSTechnical SkillsNetwork1 17,0900.630% 8,0951.226% 0.596%94.638%
40Client-ServerTechnical SkillsSoftware development1 68,0472.508% 10,9671.661% -0.847%-33.774%
1011Cluster server softwareTechnical SkillsNetwork8 37,2881.374% 10,2891.558% 0.184%13.385%
1151Compatibility testingTechnical SkillsSoftware development1 7580.028% 2150.033% 0.005%16.552%
1152CompilersTechnical SkillsSoftware development4 27,8611.027% 5,2180.790% -0.237%-23.041%
1255Compliance softwareTechnical SkillsTechnical applications3 13,3400.492% 3,9790.603% 0.111%22.566%
385Computer aided design (CAD)Technical SkillsBusiness applications12 60,7082.238% 32,4964.922% 2.684%119.956%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 4,7510.175% 1,1180.169% -0.006%-3.304%
875Computer diagnosticsTechnical SkillsHardware5 103,6833.822% 23,8763.616% -0.205%-5.375%
1107Computer forensicsTechnical SkillsSecurity1 7,3370.270% 7930.120% -0.150%-55.587%
1266Computer HardwareTechnical SkillsHardware12 62,1102.289% 11,2651.706% -0.583%-25.472%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications1 36,0181.328% 29,2054.423% 3.096%233.188%
1015Computer serversTechnical SkillsNetwork6 236,4548.715% 59,0758.947% 0.232%2.662%
1267Computer UtilitiesTechnical SkillsMisc1 1,3470.050% 2340.035% -0.014%-28.616%
59Content ManagerTechnical SkillsBusiness applications1 3,0820.114% 5840.088% -0.025%-22.137%
878ControllersTechnical SkillsHardware2 15,3110.564% 3,0220.458% -0.107%-18.896%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 2,2810.084% 4380.066% -0.018%-21.096%
407Customer information control system (CICS)Technical SkillsBusiness applications2 11,1180.410% 1,9820.300% -0.110%-26.746%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 166,0886.122% 60,3159.135% 3.013%49.224%
953Data acquisition systemsTechnical SkillsInformation mgmt1 13,2010.487% 2,4060.364% -0.122%-25.107%
955Data compression softwareTechnical SkillsInformation mgmt1 8,6770.320% 2,5210.382% 0.062%19.386%
956Data conversion softwareTechnical SkillsInformation mgmt1 11,5200.425% 2,9820.452% 0.027%6.367%
958Data dictionaryTechnical SkillsInformation mgmt1 6,6900.247% 1,9940.302% 0.055%22.476%
959Data entryTechnical SkillsInformation mgmt1 179,9956.634% 93,20114.116% 7.482%112.771%
962Data mappingTechnical SkillsInformation mgmt1 10,8750.401% 3,5460.537% 0.136%33.987%
67Data MiningTechnical SkillsInformation mgmt4 77,3992.853% 38,8665.887% 3.034%106.341%
963Data modelingTechnical SkillsInformation mgmt1 73,1592.697% 21,6423.278% 0.581%21.557%
68Data WarehousingTechnical SkillsInformation mgmt2 115,0024.239% 32,6624.947% 0.708%16.705%
69Database AdministrationTechnical SkillsInformation mgmt12 157,5395.807% 35,7255.411% -0.396%-6.817%
969Database design softwareTechnical SkillsInformation mgmt15 129,6604.779% 31,9284.836% 0.057%1.185%
1268Database ReportingTechnical SkillsInformation mgmt2 43,6451.609% 9,4211.427% -0.182%-11.302%
1269Database SecurityTechnical SkillsInformation mgmt1 2820.010% 1070.016% 0.006%55.915%
1270Database ServersTechnical SkillsInformation mgmt3 38,2251.409% 9,2421.400% -0.009%-0.649%
1271Database TestingTechnical SkillsInformation mgmt1 1,7500.065% 4820.073% 0.008%13.178%
1160DebuggingTechnical SkillsSoftware development7 156,7775.779% 42,6116.454% 0.675%11.684%
418Desktop publishing softwareTechnical SkillsBusiness applications13 40,7721.503% 5,3830.815% -0.688%-45.748%
1272Development EnvironmentTechnical SkillsSoftware development13 109,0484.019% 28,3344.291% 0.272%6.768%
1273Digital ImagingTechnical SkillsHardware1 1,9680.073% 1530.023% -0.049%-68.054%
883Digital Signal Processor (DSP)Technical SkillsHardware2 8,3770.309% 1,3500.204% -0.104%-33.779%
423Disk operating system (DOS)Technical SkillsBusiness applications1 8,3520.308% 1,6840.255% -0.053%-17.148%
1307Doctor of PhilosophyTechnical SkillsMisc3 145,1655.351% 33,1565.022% -0.329%-6.146%
973Document management softwareTechnical SkillsInformation mgmt4 25,0950.925% 5,6830.861% -0.064%-6.944%
1020Domain name system (DNS)Technical SkillsNetwork3 74,0612.730% 19,6442.975% 0.245%8.991%
61DreamweaverTechnical SkillsSoftware development1 16,1790.596% 2,8350.429% -0.167%-27.997%
54DSS/GDSSTechnical SkillsBusiness applications5 33,5241.236% 6,8101.031% -0.204%-16.528%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 1050.004% 30.000% -0.003%-88.260%
62EclipseTechnical SkillsSoftware development1 45,5031.677% 13,5572.053% 0.376%22.427%
1308Electronic CommerceTechnical SkillsBusiness applications2 107,2013.951% 30,9824.692% 0.741%18.758%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 20,9750.773% 5,3210.806% 0.033%4.242%
1023Electronic mail softwareTechnical SkillsNetwork8 41,0271.512% 9,0571.372% -0.140%-9.288%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 127,7294.708% 29,3444.444% -0.264%-5.598%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications13 169,7866.258% 56,7308.592% 2.334%37.298%
1321Environmental CertificationTechnical SkillsEnvironmental1 1920.007% 280.004% -0.003%-40.075%
1328Environmental CleanupTechnical SkillsEnvironmental1 6100.022% 3940.060% 0.037%165.411%
1329Environmental EnergyTechnical SkillsEnvironmental18 8,2300.303% 1,6560.251% -0.053%-17.318%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 7,2040.266% 1,3050.198% -0.068%-25.563%
1327Environmental PollutionTechnical SkillsEnvironmental15 37,9601.399% 30,1314.564% 3.164%226.166%
1324Environmental Pollution ControlTechnical SkillsEnvironmental6 4,5560.168% 5270.080% -0.088%-52.469%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental3 1,1930.044% 1260.019% -0.025%-56.601%
1326Environmental Product StewardshipTechnical SkillsEnvironmental10 48,1211.774% 14,2712.161% 0.388%21.863%
1331Environmental ScienceTechnical SkillsEnvironmental1 1,1180.041% 10.000% -0.041%-99.632%
1322Environmental TechnologyTechnical SkillsEnvironmental2 5510.020% 440.007% -0.014%-67.186%
461Expert system softwareTechnical SkillsBusiness applications1 9710.036% 1730.026% -0.010%-26.789%
1359FacebookTechnical SkillsSocial Networking1 36,4551.344% 29,8924.527% 3.184%236.938%
463Facilities management softwareTechnical SkillsBusiness applications4 9,6300.355% 1,2480.189% -0.166%-46.747%
468Flight control softwareTechnical SkillsBusiness applications1 8730.032% 480.007% -0.025%-77.407%
469Flowchart softwareTechnical SkillsBusiness applications4 6,4720.239% 1,6830.255% 0.016%6.856%
1112Fraud DetectionTechnical SkillsSecurity1 12,0770.445% 2,9010.439% -0.006%-1.295%
63FrontPageTechnical SkillsSoftware development1 3,0220.111% 2620.040% -0.072%-64.375%
475Fund accounting softwareTechnical SkillsBusiness applications1 1,4210.052% 2900.044% -0.008%-16.140%
1260GamingTechnical SkillsMisc2 49,8841.839% 13,2522.007% 0.168%9.162%
113Generic databasesTechnical SkillsInformation mgmt2 353,93613.046% 89,51713.558% 0.512%3.928%
1365Google AppsTechnical SkillsBusiness applications4 8,4810.313% 5,0370.763% 0.450%144.049%
1364Google PlusTechnical SkillsSocial Networking1 2790.010% 2790.042% 0.032%310.915%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications27 170,8316.297% 56,4268.546% 2.250%35.726%
484Graphic softwareTechnical SkillsBusiness applications15 220,4948.127% 72,19710.935% 2.808%34.547%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 51,2401.889% 11,1241.685% -0.204%-10.792%
1323Green ITTechnical SkillsEnvironmental8 7,7990.287% 2,1660.328% 0.041%14.123%
893Guidance systemsTechnical SkillsHardware1 1530.006% 450.007% 0.001%20.857%
895Hardware description language (HDL)Technical SkillsHardware2 8070.030% 1350.020% -0.009%-31.260%
1277Hardware DesignTechnical SkillsHardware19 20,1250.742% 4,0630.615% -0.126%-17.041%
1278Hardware TestingTechnical SkillsHardware4 7,8320.289% 1,3580.206% -0.083%-28.751%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 1,2130.045% 3350.051% 0.006%13.484%
492Helpdesk or call centerTechnical SkillsBusiness applications2 180,2286.643% 62,8959.526% 2.883%43.399%
114IBM databasesTechnical SkillsInformation mgmt2 67,5072.488% 17,4062.636% 0.148%5.950%
121IBM operating systemsTechnical SkillsBusiness applications4 60,4462.228% 11,5761.753% -0.475%-21.306%
898Image capture devicesTechnical SkillsHardware8 11,6280.429% 1,8870.286% -0.143%-33.316%
524Industrial control softwareTechnical SkillsBusiness applications3 10,7780.397% 1,5940.241% -0.156%-39.228%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 34,0761.256% 10,1671.540% 0.284%22.602%
899InfraredTechnical SkillsHardware1 4,4950.166% 1470.022% -0.143%-86.562%
1180InstallationTechnical SkillsSoftware development1 226,2498.339% 47,7937.239% -1.101%-13.198%
901Interface definition language (IDL)Technical SkillsHardware1 1,0560.039% 1310.020% -0.019%-49.025%
536Internet browser softwareTechnical SkillsBusiness applications4 16,6020.612% 2,6870.407% -0.205%-33.494%
541Inventory management softwareTechnical SkillsBusiness applications3 12,9630.478% 2,4590.372% -0.105%-22.052%
73IT Architecture/StandardsTechnical SkillsHardware2 21,6520.798% 3,7900.574% -0.224%-28.073%
1357Java METechnical SkillsMobile Platforms2 1,2100.045% 2380.036% -0.009%-19.175%
1035KernelTechnical SkillsNetwork1 26,9300.993% 7,4381.127% 0.134%13.494%
907LasersTechnical SkillsHardware1 8350.031% 670.010% -0.021%-67.028%
1038License management softwareTechnical SkillsNetwork1 1,4980.055% 3860.058% 0.003%5.883%
1361LinkedInTechnical SkillsSocial Networking1 16,2620.599% 5,7420.870% 0.270%45.091%
908Mainframe computersTechnical SkillsHardware2 98,3643.626% 40,4686.129% 2.504%69.055%
124Mainframe operating systemsTechnical SkillsBusiness applications7 40,8851.507% 6,1660.934% -0.573%-38.029%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 61,2582.258% 13,9462.112% -0.146%-6.451%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 15,9440.588% 3,0930.468% -0.119%-20.286%
1281Medical softwareTechnical SkillsBusiness applications8 18,7070.690% 3,7940.575% -0.115%-16.662%
115Microsoft databasesTechnical SkillsInformation mgmt5 343,87112.675% 90,81113.754% 1.079%8.516%
119Microsoft operating systemsTechnical SkillsBusiness applications4 537,20219.800% 115,55817.502% -2.298%-11.608%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 7,9280.292% 4,3470.658% 0.366%125.309%
625MultimediaTechnical SkillsBusiness applications1 138,9475.121% 64,8479.822% 4.700%91.775%
1362MySpaceTechnical SkillsSocial Networking1 4,9170.181% 4940.075% -0.106%-58.716%
74Network administrationTechnical SkillsHardware11 216,6217.984% 66,10810.013% 2.028%25.402%
1282Network Administration softwareTechnical SkillsNetwork17 121,1564.466% 29,3584.446% -0.019%-0.429%
1283Network HardwareTechnical SkillsNetwork11 99,7113.675% 21,9333.322% -0.353%-9.613%
1284Network Monitoring softwareTechnical SkillsNetwork13 59,5342.194% 16,4362.489% 0.295%13.444%
1059Network operation system software (NOS)Technical SkillsNetwork2 3,2650.120% 1,0250.155% 0.035%29.001%
1122Network securityTechnical SkillsSecurity1 74,8072.757% 17,3822.633% -0.125%-4.521%
1285Network Security softwareTechnical SkillsSecurity31 168,8286.223% 38,9605.901% -0.322%-5.174%
1286Network softwareTechnical SkillsNetwork5 42,7481.576% 10,1091.531% -0.045%-2.827%
1287Network TestingTechnical SkillsNetwork11 45,1571.664% 8,3361.263% -0.402%-24.145%
1065Novell network softwareTechnical SkillsNetwork2 5,0120.185% 4530.069% -0.116%-62.860%
643OberonTechnical SkillsBusiness applications1 1650.006% 50.001% -0.005%-87.548%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 285,25710.514% 76,63811.607% 1.093%10.398%
1288Office ApplicationsTechnical SkillsBusiness applications13 395,69414.585% 80,55712.201% -2.384%-16.344%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 30,3221.118% 7,8631.191% 0.073%6.557%
116Open-source databasesTechnical SkillsInformation mgmt4 115,2824.249% 40,1336.078% 1.829%43.051%
118Open-source operating systemsTechnical SkillsBusiness applications8 375,86313.854% 103,71915.709% 1.855%13.392%
56Operating SystemsTechnical SkillsBusiness applications3 230,3708.491% 52,7877.995% -0.496%-5.843%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 1,6610.061% 3010.046% -0.016%-25.536%
117Oracle databasesTechnical SkillsInformation mgmt1 468,89517.283% 136,52120.677% 3.394%19.640%
1354Palm OSTechnical SkillsMobile Platforms3 2,6190.097% 8800.133% 0.037%38.070%
1289Physical ToolsTechnical SkillsHardware1 1780.007% 170.003% -0.004%-60.755%
683Point of sale (POS)Technical SkillsBusiness applications3 13,4600.496% 3,6250.549% 0.053%10.666%
931PrintersTechnical SkillsHardware3 23,3400.860% 4,9060.743% -0.117%-13.627%
43ProgrammingTechnical SkillsSoftware development1 642,78123.692% 150,37222.775% -0.917%-3.871%
700ProvisioningTechnical SkillsBusiness applications1 29,3721.083% 8,7531.326% 0.243%22.455%
1258Rate ControlTechnical SkillsTechnical applications1 1740.006% 520.008% 0.001%22.802%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 37,4021.379% 7,7731.177% -0.201%-14.602%
1077Remote control softwareTechnical SkillsNetwork2 2,6140.096% 5720.087% -0.010%-10.083%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 1,5540.057% 3110.047% -0.010%-17.764%
1262RoboticsTechnical SkillsHardware2 9,2800.342% 1,9330.293% -0.049%-14.407%
1318RSATechnical SkillsSecurity1 11,3600.419% 2,4870.377% -0.042%-10.040%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 40,7761.503% 15,8842.406% 0.903%60.069%
44SDLCTechnical SkillsSoftware development7 277,19210.217% 81,10412.284% 2.067%20.230%
1132Secure shell (SSH)Technical SkillsSecurity1 2270.008% 660.010% 0.002%19.473%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 30,9881.142% 8,5091.289% 0.147%12.833%
76SecurityTechnical SkillsHardware4 1,569,74357.858% 654,83599.180% 41.321%71.418%
1315Security ClearanceTechnical SkillsMisc2 266,8519.836% 30,0214.547% -5.289%-53.772%
1135Security testing softwareTechnical SkillsSecurity1 5,5570.205% 1,2980.197% -0.008%-4.019%
60Sharepoint ServerTechnical SkillsBusiness applications1 9,8850.364% 3,1630.479% 0.115%31.484%
1084Signal generatorsTechnical SkillsNetwork1 5730.021% 1300.020% -0.001%-6.773%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 23,3530.861% 5,2980.802% -0.058%-6.777%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 74,5752.749% 24,7103.743% 0.994%36.154%
1220Simulation softwareTechnical SkillsSoftware development5 44,6171.645% 5,4000.818% -0.827%-50.267%
1366Social NetworkTechnical SkillsSocial Networking1 5,9970.221% 2,1430.325% 0.104%46.839%
1358Social NetworkingTechnical SkillsSocial Networking1 19,6610.725% 4,3820.664% -0.061%-8.416%
42Software DevelopmentTechnical SkillsSoftware development2 720,09226.542% 187,23328.358% 1.816%6.843%
1291Software Development softwareTechnical SkillsSoftware development2 5,3580.197% 7490.113% -0.084%-42.558%
1309Software EngineeringTechnical SkillsSoftware development1 447,92216.510% 138,90121.038% 4.528%27.425%
1292Software InstallationTechnical SkillsSoftware development4 261,9409.655% 70,22710.636% 0.982%10.168%
1223Software librariesTechnical SkillsSoftware development1 6460.024% 1910.029% 0.005%21.493%
1293Software MaintenanceTechnical SkillsSoftware development1 16,8280.620% 4,8460.734% 0.114%18.332%
1294Software TestingTechnical SkillsSoftware development14 257,9509.508% 66,04410.003% 0.495%5.208%
1225Source code management (SCM)Technical SkillsSoftware development5 81,7743.014% 23,0293.488% 0.474%15.721%
1229Static analysis softwareTechnical SkillsSoftware development1 1,4510.053% 7730.117% 0.064%118.909%
772Statistical analysis softwareTechnical SkillsBusiness applications21 213,9327.885% 66,53810.078% 2.192%27.804%
774Statistical softwareTechnical SkillsBusiness applications1 94,5273.484% 13,8022.090% -1.394%-40.002%
1230Stress testing softwareTechnical SkillsSoftware development1 6,0000.221% 1,5420.234% 0.012%5.605%
122Sun operating systemsTechnical SkillsBusiness applications3 127,8834.714% 24,0143.637% -1.076%-22.838%
939Surveillance systemsTechnical SkillsHardware5 29,3011.080% 3,5060.531% -0.549%-50.832%
791Symantec softwareTechnical SkillsBusiness applications1 18,2780.674% 5,7750.875% 0.201%29.830%
1355SymbianTechnical SkillsMobile Platforms1 980.004% 390.006% 0.002%63.527%
1310System AdministrationTechnical SkillsNetwork4 178,2486.570% 37,4265.668% -0.902%-13.722%
45System TestingTechnical SkillsSoftware development5 50,8281.873% 14,0012.121% 0.247%13.190%
46Systems AnalysisTechnical SkillsSoftware development8 222,2838.193% 46,8357.094% -1.100%-13.420%
47Systems DesignTechnical SkillsSoftware development1 37,8981.397% 7,9511.204% -0.193%-13.790%
1233Systems EvaluationTechnical SkillsSoftware development1 4420.016% 650.010% -0.006%-39.571%
1234Systems integrationTechnical SkillsSoftware development8 172,5636.360% 28,5974.331% -2.029%-31.904%
75TCP/IPTechnical SkillsHardware3 146,4275.397% 35,5915.391% -0.007%-0.122%
1235Technology DesignTechnical SkillsSoftware development1 2,9780.110% 4500.068% -0.042%-37.907%
1236TemplatesTechnical SkillsSoftware development1 38,4171.416% 9,5901.452% 0.036%2.576%
1239Test implementationTechnical SkillsSoftware development1 8450.031% 2190.033% 0.002%6.497%
1302TestingTechnical SkillsSoftware development1 733,32227.029% 185,56128.105% 1.075%3.979%
1297Training softwareTechnical SkillsBusiness applications3 3,5710.132% 5870.089% -0.043%-32.454%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 4,0690.150% 8530.129% -0.021%-13.858%
1360TwitterTechnical SkillsSocial Networking1 34,4251.269% 7,7681.177% -0.092%-7.277%
123UNIX operating systemsTechnical SkillsBusiness applications5 452,20916.668% 125,99519.083% 2.415%14.490%
1298UNIX ShellsTechnical SkillsBusiness applications4 80,5372.968% 22,6583.432% 0.463%15.605%
48User-Interface DesignTechnical SkillsSoftware development2 166,5016.137% 51,9157.863% 1.726%28.123%
836Video creation and editing softwareTechnical SkillsBusiness applications3 9,8070.361% 1,8390.279% -0.083%-22.946%
64Visual StudioTechnical SkillsSoftware development1 77,0362.839% 21,9133.319% 0.479%16.885%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 4,1980.155% 6510.099% -0.056%-36.278%
77Voice/Data TelecomTechnical SkillsHardware9 266,9509.839% 59,7149.044% -0.795%-8.083%
1299Web Application ServerTechnical SkillsBusiness applications8 126,5834.666% 30,4014.604% -0.061%-1.312%
1248Web platform development softwareTechnical SkillsSoftware development4 8,8640.327% 2,3740.360% 0.033%10.053%
65web programmerTechnical SkillsSoftware development4 80,4912.967% 27,9654.236% 1.269%42.764%
58Web serversTechnical SkillsBusiness applications6 181,3286.683% 50,5797.661% 0.977%14.619%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 124,6184.593% 33,8115.121% 0.528%11.488%
1356Windows CETechnical SkillsMobile Platforms4 16,0840.593% 3,7020.561% -0.032%-5.421%
1102WirelessTechnical SkillsNetwork5 110,9374.089% 24,9313.776% -0.313%-7.655%
1363YouTubeTechnical SkillsSocial Networking2 4,1700.154% 2,9140.441% 0.288%187.148%
79.NETProgramming SkillsCurrent1 299,21411.029% 99,17915.021% 3.993%36.204%
209A programming language (APL)Programming SkillsLegacy2 4,2760.158% 5020.076% -0.082%-51.759%
99AdaProgramming SkillsLegacy1 10,4680.386% 1,5630.237% -0.149%-38.645%
80AJAXProgramming SkillsCurrent1 150,4455.545% 46,3787.024% 1.479%26.674%
192Apple AppleScriptProgramming SkillsCurrent1 3510.013% 1100.017% 0.004%28.777%
81ASPProgramming SkillsCurrent2 193,0957.117% 46,9737.114% -0.003%-0.039%
108AssemblyProgramming SkillsLegacy2 8,4760.312% 1,0880.165% -0.148%-47.254%
211AWKProgramming SkillsLegacy1 5,0130.185% 1,2190.185% -0.000%-0.079%
212BProgramming SkillsLegacy1 35,0011.290% 11,0981.681% 0.391%30.292%
83C#Programming SkillsCurrent2 268,9109.912% 94,46014.307% 4.395%44.342%
82C/C++Programming SkillsCurrent3 460,70816.981% 122,01018.479% 1.498%8.823%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 151,5485.586% 55,2718.371% 2.785%49.865%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 5620.021% 2010.030% 0.010%46.964%
84CGIProgramming SkillsCurrent2 15,2550.562% 4,7800.724% 0.162%28.756%
217ClipperProgramming SkillsLegacy1 3800.014% 1250.019% 0.005%35.169%
218CLUProgramming SkillsLegacy1 3120.011% 80.001% -0.010%-89.464%
100CobolProgramming SkillsLegacy1 21,5960.796% 4,4130.668% -0.128%-16.032%
85ColdFusionProgramming SkillsCurrent2 19,8040.730% 3,8660.586% -0.144%-19.784%
219Combined programming language (CPL)Programming SkillsLegacy1 4440.016% 290.004% -0.012%-73.161%
195Component object model (COM)Programming SkillsCurrent1 3990.015% 960.015% -0.000%-1.133%
125Database programmingProgramming SkillsCurrent3 64,8572.391% 16,9212.563% 0.172%7.206%
196Distributed component object model (DCOM)Programming SkillsCurrent1 5,0680.187% 8310.126% -0.061%-32.622%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 15,5540.573% 4,2230.640% 0.066%11.566%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 4,1420.153% 1,1180.169% 0.017%10.913%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 29,5791.090% 7,2711.101% 0.011%1.010%
109ForthProgramming SkillsLegacy1 6,4010.236% 1,9970.302% 0.067%28.198%
102FortranProgramming SkillsLegacy1 4,7440.175% 4860.074% -0.101%-57.904%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 497,58018.340% 86,51713.104% -5.236%-28.552%
222JProgramming SkillsLegacy1 10,6180.391% 1,7240.261% -0.130%-33.281%
87Java/J2EE/J2PProgramming SkillsCurrent4 567,68120.924% 173,86526.333% 5.409%25.852%
97JavaScriptProgramming SkillsCurrent3 263,4869.712% 86,09513.040% 3.328%34.268%
89JavaServer FacesProgramming SkillsCurrent3 22,8890.844% 6,5260.988% 0.145%17.158%
88JavaServer PagesProgramming SkillsCurrent3 106,1433.912% 26,6364.034% 0.122%3.117%
223Job control language (JCL)Programming SkillsLegacy2 14,6040.538% 2,3730.359% -0.179%-33.231%
126LAMPProgramming SkillsCurrent1 25,7890.951% 10,5801.602% 0.652%68.579%
104LispProgramming SkillsLegacy1 1,6870.062% 4540.069% 0.007%10.584%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 1,1690.043% 2720.041% -0.002%-4.389%
201Microsoft ActiveXProgramming SkillsCurrent1 4,7190.174% 7770.118% -0.056%-32.341%
107PascalProgramming SkillsLegacy1 1,4390.053% 1540.023% -0.030%-56.024%
90PerlProgramming SkillsCurrent1 190,4807.021% 50,5557.657% 0.636%9.060%
91PHPProgramming SkillsCurrent1 101,4323.739% 31,7104.803% 1.064%28.462%
103PL/1Programming SkillsLegacy2 3720.014% 900.014% -0.000%-0.585%
105PrologProgramming SkillsLegacy1 1,2300.045% 1020.015% -0.030%-65.924%
95PythonProgramming SkillsCurrent1 91,8533.386% 37,1095.620% 2.235%66.011%
228Register transfer language (RTL)Programming SkillsLegacy1 25,1560.927% 13,1431.991% 1.063%114.687%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 8830.033% 1770.027% -0.006%-17.631%
206Scripting languagesProgramming SkillsCurrent1 48,3471.782% 14,3412.172% 0.390%21.888%
101SmalltalkProgramming SkillsLegacy1 9310.034% 1660.025% -0.009%-26.733%
92SQLProgramming SkillsCurrent3 756,15127.871% 227,31734.429% 6.558%23.531%
110TCLProgramming SkillsLegacy1 13,3650.493% 3,2460.492% -0.001%-0.200%
98Unified Modeling LanguageProgramming SkillsCurrent2 83,1583.065% 16,8522.552% -0.513%-16.728%
93Visual BasicProgramming SkillsCurrent6 187,0956.896% 38,4715.827% -1.069%-15.507%
207Web service definition language (WSDL)Programming SkillsCurrent2 19,3850.715% 5,7490.871% 0.156%21.865%
94XMLProgramming SkillsCurrent2 323,31211.917% 84,98912.872% 0.955%8.017%
1342Computer ScienceMajorsComputer Science2 1,819,31367.057% 438,07566.350% -0.708%-1.055%
1344Information TechnologyMajorsInformation Technology3 1,303,43148.043% 302,40945.802% -2.241%-4.664%
1343Management Information SystemsMajorsManagement Information Systems9 719,61126.524% 148,96622.562% -3.962%-14.937%

mis Degrees

Management Information Systems

2012-04-15Jobs Found:719,382Click 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 1,7010.236% 1,1210.278% 0.041%17.416%
2Attention to DetailsSoft SkillsProblem-solving skills1 2,6350.366% 1,0180.252% -0.114%-31.168%
8Conflict ResolutionSoft SkillsInterpersonal skills1 4,5100.627% 2,4870.616% -0.011%-1.752%
231CooperationSoft SkillsInterpersonal skills1 8,1951.139% 5,2691.305% 0.166%14.552%
3CreativitySoft SkillsProblem-solving skills3 18,6822.597% 10,6202.630% 0.033%1.280%
4Critical thinkingSoft SkillsProblem-solving skills3 8,3361.159% 5,2031.289% 0.130%11.204%
1300FlexibilitySoft SkillsWork ethic1 23,9373.327% 12,6533.134% -0.194%-5.822%
232IndependenceSoft SkillsInterpersonal skills1 3,6590.509% 2,0520.508% -0.000%-0.083%
13Initiative/Motivation to workSoft SkillsWork ethic5 96,37813.397% 56,48313.989% 0.592%4.415%
256InnovationSoft SkillsProblem-solving skills1 54,5457.582% 39,5729.801% 2.218%29.258%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 84,87711.799% 48,37911.982% 0.183%1.553%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 5150.072% 3700.092% 0.020%28.003%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 53,1047.382% 31,1497.715% 0.333%4.506%
10LeadershipSoft SkillsInterpersonal skills1 164,65622.889% 89,98822.287% -0.602%-2.629%
258LearningSoft SkillsProblem-solving skills1 37,6775.237% 20,6535.115% -0.122%-2.337%
1Learning AbilitySoft SkillsProblem-solving skills3 11,4171.587% 6,2241.541% -0.046%-2.873%
236ListeningSoft SkillsLanguage skills1 11,3651.580% 5,9761.480% -0.100%-6.316%
260MathematicsSoft SkillsProblem-solving skills3 41,4485.762% 24,4826.063% 0.302%5.237%
18Negotiation SkillsSoft SkillsLanguage skills1 8,2851.152% 4,7621.179% 0.028%2.405%
262OptimizationSoft SkillsProblem-solving skills1 27,9103.880% 15,3043.790% -0.089%-2.306%
19Oral CommunicationsSoft SkillsLanguage skills2 12,2381.701% 7,6681.899% 0.198%11.634%
273PersistenceSoft SkillsWork ethic1 2,0440.284% 1,3080.324% 0.040%14.012%
239PersuasionSoft SkillsLanguage skills1 1,4130.196% 7660.190% -0.007%-3.415%
1301Physical SkillSoft SkillsWork ethic2 9270.129% 5500.136% 0.007%5.708%
240PresentationsSoft SkillsLanguage skills1 40,8545.679% 23,9595.934% 0.255%4.486%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 140,05819.469% 76,12818.854% -0.615%-3.159%
20Questioning skillsSoft SkillsLanguage skills1 1260.018% 1000.025% 0.007%41.401%
241Reading ComprehensionSoft SkillsLanguage skills1 1390.019% 640.016% -0.003%-17.967%
6Research skillsSoft SkillsProblem-solving skills1 1,3310.185% 6960.172% -0.013%-6.834%
15ResponsibilitySoft SkillsWork ethic2 83,96411.672% 46,06811.409% -0.262%-2.247%
234Self ControlSoft SkillsInterpersonal skills1 920.013% 670.017% 0.004%29.751%
16Self-managementSoft SkillsWork ethic1 8860.123% 3890.096% -0.027%-21.776%
250Stress ToleranceSoft SkillsPhysical skills1 1050.015% 780.019% 0.005%32.352%
12TeamworkSoft SkillsInterpersonal skills1 38,5055.353% 24,3796.038% 0.685%12.804%
17Time ManagementSoft SkillsWork ethic2 27,9703.888% 14,2393.527% -0.362%-9.299%
268VisualizationSoft SkillsProblem-solving skills1 4,2360.589% 3,2670.809% 0.220%37.410%
7Working under pressureSoft SkillsProblem-solving skills1 3110.043% 1250.031% -0.012%-28.390%
21Written CommunicationsSoft SkillsLanguage skills3 112,79015.679% 65,03616.107% 0.428%2.732%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 23,5243.270% 12,9523.208% -0.062%-1.904%
172Account managementBusiness SkillsManagement skills1 9,7681.358% 3,4170.846% -0.512%-37.675%
22AccountingBusiness SkillsBusiness processes4 102,51514.250% 46,89311.614% -2.637%-18.502%
1263Accounting softwareBusiness SkillsBusiness processes7 4,6680.649% 2,5530.632% -0.017%-2.558%
174AdministrationBusiness SkillsManagement skills3 209,60829.137% 122,45530.328% 1.191%4.086%
1313AnalystBusiness SkillsProject management1 180,09825.035% 98,69524.443% -0.592%-2.364%
175Application managementBusiness SkillsManagement skills5 58,3218.107% 35,3958.766% 0.659%8.129%
150Asset managementBusiness SkillsBusiness processes1 14,1871.972% 7,2881.805% -0.167%-8.474%
151AuditingBusiness SkillsBusiness processes4 67,0309.318% 36,3689.007% -0.311%-3.334%
1264Auditing softwareBusiness SkillsBusiness processes1 1700.024% 1330.033% 0.009%39.389%
152BillingBusiness SkillsBusiness processes1 21,5232.992% 9,2852.300% -0.692%-23.139%
1314Business AnalystBusiness SkillsProject management1 54,1317.525% 30,6037.579% 0.055%0.726%
35Business IntelligenceBusiness SkillsStrategy skills1 33,3004.629% 19,1714.748% 0.119%2.571%
155Business performance management (BPM)Business SkillsBusiness processes2 3,7740.525% 2,1550.534% 0.009%1.735%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 15,2602.121% 5,6901.409% -0.712%-33.567%
36Business StrategyBusiness SkillsStrategy skills3 154,80621.519% 90,14622.326% 0.807%3.749%
182Calendar and schedulingBusiness SkillsProject management3 37,0705.153% 20,9435.187% 0.034%0.656%
156Capacity planningBusiness SkillsBusiness processes1 15,9962.224% 9,3072.305% 0.081%3.663%
28Change ManagementBusiness SkillsManagement skills1 34,2634.763% 19,3364.789% 0.026%0.546%
24Contracting and legalBusiness SkillsBusiness processes2 49,5786.892% 26,4936.561% -0.330%-4.794%
176CoordinationBusiness SkillsManagement skills1 47,2686.571% 27,1096.714% 0.143%2.181%
157Cost accountingBusiness SkillsBusiness processes1 2,6380.367% 1,0260.254% -0.113%-30.706%
158Cost estimationBusiness SkillsBusiness processes1 8590.119% 7170.178% 0.058%48.714%
1312Customer SupportBusiness SkillsBusiness processes6 170,35823.681% 99,70324.693% 1.012%4.273%
1339EducationBusiness SkillsIndustry Segment1 8,0781.123% 4,1701.033% -0.090%-8.028%
1333EnergyBusiness SkillsIndustry Segment1 47,0646.542% 25,0136.195% -0.347%-5.311%
1340EntertainmentBusiness SkillsIndustry Segment1 12,0521.675% 4,5001.114% -0.561%-33.476%
1319EnvironmentalBusiness SkillsEnvironmental13 18,2262.534% 10,5102.603% 0.069%2.739%
1320Environmental StrategyBusiness SkillsEnvironmental5 8990.125% 5830.144% 0.019%15.540%
161FinancialBusiness SkillsBusiness processes2 196,00627.246% 96,61023.927% -3.320%-12.183%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 1,1750.163% 4260.106% -0.058%-35.405%
1332Health CareBusiness SkillsIndustry Segment2 117,67916.358% 72,70918.007% 1.649%10.081%
177Human resourcesBusiness SkillsManagement skills2 45,4166.313% 23,8435.905% -0.408%-6.465%
1336InsuranceBusiness SkillsIndustry Segment1 5,4150.753% 2,7930.692% -0.061%-8.104%
1316Managing/SupervisionBusiness SkillsManagement skills5 336,11646.723% 182,09845.099% -1.624%-3.475%
1334ManufacturingBusiness SkillsIndustry Segment2 53,6127.453% 28,9467.169% -0.284%-3.805%
26MarketingBusiness SkillsBusiness processes1 67,9009.439% 33,3528.260% -1.179%-12.486%
185MonitoringBusiness SkillsProject management1 94,43213.127% 54,18713.420% 0.293%2.235%
179NegotiationBusiness SkillsManagement skills1 32,2694.486% 17,5104.337% -0.149%-3.323%
163Operation and ControlBusiness SkillsBusiness processes2 5730.080% 2250.056% -0.024%-30.040%
29Outsourcing ManagementBusiness SkillsManagement skills3 23,3203.242% 11,3592.813% -0.428%-13.217%
167ProcurementBusiness SkillsBusiness processes1 19,8422.758% 9,9452.463% -0.295%-10.702%
1290Project Management softwareBusiness SkillsProject management2 28,2313.924% 15,6713.881% -0.043%-1.100%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 169,65023.583% 94,39623.379% -0.204%-0.866%
168QualityBusiness SkillsBusiness processes1 209,88829.176% 120,79829.917% 0.741%2.541%
1337Real EstateBusiness SkillsIndustry Segment2 8,0821.123% 2,8150.697% -0.426%-37.944%
1335RetailBusiness SkillsIndustry Segment2 137,52419.117% 81,92720.290% 1.173%6.139%
34Risk ManagementBusiness SkillsProject management1 32,3594.498% 19,1594.745% 0.247%5.488%
169Service OrientationBusiness SkillsBusiness processes1 6,4180.892% 3,6860.913% 0.021%2.325%
27Supply Chain ManagementBusiness SkillsBusiness processes3 25,1283.493% 12,1243.003% -0.490%-14.037%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 2,0640.287% 9750.241% -0.045%-15.837%
178TeachingBusiness SkillsManagement skills7 24,9793.472% 12,9393.205% -0.268%-7.711%
190TimekeepingBusiness SkillsProject management3 19,3612.691% 6,7741.678% -1.014%-37.664%
1296Timekeeping softwareBusiness SkillsProject management1 1,2550.174% 6340.157% -0.017%-9.994%
171Total quality management (TQM)Business SkillsBusiness processes2 1,2910.179% 7600.188% 0.009%4.885%
180TroubleshootingBusiness SkillsManagement skills1 93,90713.054% 56,29613.943% 0.889%6.808%
181VerificationBusiness SkillsManagement skills1 20,6652.873% 12,8633.186% 0.313%10.900%
1338Waste ManagementBusiness SkillsIndustry Segment1 1,8500.257% 3550.088% -0.169%-65.811%
191WorkflowBusiness SkillsProject management1 38,9145.409% 22,2765.517% 0.108%1.990%
31Working GloballyBusiness SkillsManagement skills3 4,1660.579% 2,2550.558% -0.021%-3.561%
32Working with Virtual TeamsBusiness SkillsManagement skills2 1,2600.175% 7290.181% 0.005%3.082%
514GLTechnical SkillsSoftware development3 1,9740.274% 9550.237% -0.038%-13.805%
987Access servers & softwareTechnical SkillsNetwork10 25,3443.523% 15,9133.941% 0.418%11.867%
38Agile Development MethodsTechnical SkillsSoftware development3 8,1441.132% 5,7201.417% 0.285%25.136%
304Algorithmic softwareTechnical SkillsBusiness applications1 370.005% 30.001% -0.004%-85.554%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 6260.087% 4060.101% 0.014%15.552%
1352AndroidTechnical SkillsMobile Platforms1 1,2490.174% 1,1750.291% 0.117%67.610%
1351Apple iOSTechnical SkillsMobile Platforms6 1,3830.192% 1,2630.313% 0.121%62.707%
120Apple operating systemsTechnical SkillsBusiness applications6 9,8581.370% 5,5171.366% -0.004%-0.290%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 6590.092% 2850.071% -0.021%-22.948%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 90.001% 20.000% -0.001%-60.408%
1265Backup & RecoveryTechnical SkillsTechnical applications16 73,24910.182% 44,13310.930% 0.748%7.346%
1353BlackberryTechnical SkillsMobile Platforms2 5,6500.785% 3,3590.832% 0.047%5.922%
336Borland DelphiTechnical SkillsBusiness applications1 1,2540.174% 5690.141% -0.033%-19.158%
337Borland JBuilderTechnical SkillsBusiness applications1 9270.129% 6710.166% 0.037%28.964%
338Borland ParadoxTechnical SkillsBusiness applications1 1120.016% 400.010% -0.006%-36.369%
72Business Continuity PlanningTechnical SkillsHardware2 11,3971.584% 7,1071.760% 0.176%11.102%
352Cadence OpusTechnical SkillsBusiness applications1 2530.035% 1680.042% 0.006%18.308%
868CalculatorsTechnical SkillsHardware1 1,5040.209% 1470.036% -0.173%-82.586%
39CASE ToolsTechnical SkillsSoftware development1 35,4934.934% 18,6664.623% -0.311%-6.301%
367Categorization or classification softwareTechnical SkillsBusiness applications1 2,8330.394% 1,7760.440% 0.046%11.692%
112CertificationTechnical SkillsMisc3 171,14023.790% 104,07225.775% 1.985%8.344%
78CiscoTechnical SkillsHardware1 35,9044.991% 22,3085.525% 0.534%10.699%
1009Cisco Systems IOSTechnical SkillsNetwork1 3,8390.534% 2,6890.666% 0.132%24.795%
40Client-ServerTechnical SkillsSoftware development1 21,3692.970% 11,2942.797% -0.173%-5.835%
1011Cluster server softwareTechnical SkillsNetwork8 8,7041.210% 5,3951.336% 0.126%10.433%
1151Compatibility testingTechnical SkillsSoftware development1 980.014% 740.018% 0.005%34.533%
1152CompilersTechnical SkillsSoftware development4 6,3850.888% 3,3810.837% -0.050%-5.657%
1255Compliance softwareTechnical SkillsTechnical applications3 7,8531.092% 4,8981.213% 0.121%11.124%
385Computer aided design (CAD)Technical SkillsBusiness applications12 4,9700.691% 2,8950.717% 0.026%3.781%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 9960.138% 6450.160% 0.021%15.378%
875Computer diagnosticsTechnical SkillsHardware5 31,0754.320% 18,3974.556% 0.237%5.478%
1107Computer forensicsTechnical SkillsSecurity1 3,2950.458% 2,2290.552% 0.094%20.526%
1266Computer HardwareTechnical SkillsHardware12 22,2343.091% 12,1463.008% -0.083%-2.671%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications1 4490.062% 2240.055% -0.007%-11.115%
1015Computer serversTechnical SkillsNetwork6 72,23810.042% 42,86010.615% 0.573%5.709%
1267Computer UtilitiesTechnical SkillsMisc1 590.008% 390.010% 0.001%17.771%
59Content ManagerTechnical SkillsBusiness applications1 1,3140.183% 4660.115% -0.067%-36.815%
878ControllersTechnical SkillsHardware2 4,2830.595% 2,5270.626% 0.030%5.119%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 5370.075% 1730.043% -0.032%-42.602%
407Customer information control system (CICS)Technical SkillsBusiness applications2 3,9110.544% 2,2010.545% 0.001%0.267%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 50,5367.025% 25,6746.359% -0.666%-9.486%
953Data acquisition systemsTechnical SkillsInformation mgmt1 3,5920.499% 2,1760.539% 0.040%7.931%
955Data compression softwareTechnical SkillsInformation mgmt1 9730.135% 5270.131% -0.005%-3.501%
956Data conversion softwareTechnical SkillsInformation mgmt1 4,7880.666% 2,7260.675% 0.010%1.437%
958Data dictionaryTechnical SkillsInformation mgmt1 2,9850.415% 1,7260.427% 0.013%3.020%
959Data entryTechnical SkillsInformation mgmt1 5,0040.696% 2,4200.599% -0.096%-13.837%
962Data mappingTechnical SkillsInformation mgmt1 3,9770.553% 2,4510.607% 0.054%9.802%
67Data MiningTechnical SkillsInformation mgmt4 11,2871.569% 5,7771.431% -0.138%-8.810%
963Data modelingTechnical SkillsInformation mgmt1 24,3053.379% 15,9143.941% 0.563%16.656%
68Data WarehousingTechnical SkillsInformation mgmt2 38,1645.305% 22,4415.558% 0.253%4.764%
69Database AdministrationTechnical SkillsInformation mgmt12 57,1657.946% 32,0497.937% -0.009%-0.113%
969Database design softwareTechnical SkillsInformation mgmt15 41,6095.784% 23,8555.908% 0.124%2.145%
1268Database ReportingTechnical SkillsInformation mgmt2 18,4182.560% 9,5442.364% -0.197%-7.676%
1269Database SecurityTechnical SkillsInformation mgmt1 340.005% 190.005% -0.000%-0.437%
1270Database ServersTechnical SkillsInformation mgmt3 12,0121.670% 7,3531.821% 0.151%9.062%
1271Database TestingTechnical SkillsInformation mgmt1 5190.072% 3300.082% 0.010%13.285%
1160DebuggingTechnical SkillsSoftware development7 33,1674.610% 20,6645.118% 0.507%11.002%
418Desktop publishing softwareTechnical SkillsBusiness applications13 10,4321.450% 5,3501.325% -0.125%-8.629%
1272Development EnvironmentTechnical SkillsSoftware development13 20,4922.849% 13,0603.235% 0.386%13.549%
1273Digital ImagingTechnical SkillsHardware1 1,1690.163% 380.009% -0.153%-94.208%
883Digital Signal Processor (DSP)Technical SkillsHardware2 6210.086% 4660.115% 0.029%33.696%
423Disk operating system (DOS)Technical SkillsBusiness applications1 2,7260.379% 1,5130.375% -0.004%-1.113%
1307Doctor of PhilosophyTechnical SkillsMisc3 17,3262.408% 12,5593.110% 0.702%29.146%
973Document management softwareTechnical SkillsInformation mgmt4 9,8531.370% 4,9141.217% -0.153%-11.143%
1020Domain name system (DNS)Technical SkillsNetwork3 23,0743.207% 13,6963.392% 0.185%5.754%
61DreamweaverTechnical SkillsSoftware development1 4,1400.575% 2,2680.562% -0.014%-2.396%
54DSS/GDSSTechnical SkillsBusiness applications5 13,2251.838% 7,7051.908% 0.070%3.801%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 150.002% 80.002% -0.000%-4.978%
62EclipseTechnical SkillsSoftware development1 9,6651.344% 6,7421.670% 0.326%24.283%
1308Electronic CommerceTechnical SkillsBusiness applications2 20,8252.895% 10,2982.550% -0.344%-11.897%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 8,2651.149% 4,3421.075% -0.074%-6.401%
1023Electronic mail softwareTechnical SkillsNetwork8 14,0291.950% 8,2692.048% 0.098%5.015%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 52,0347.233% 29,0377.191% -0.042%-0.577%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications13 57,4077.980% 29,1377.216% -0.764%-9.572%
1321Environmental CertificationTechnical SkillsEnvironmental1 390.005% 130.003% -0.002%-40.611%
1328Environmental CleanupTechnical SkillsEnvironmental1 210.003% 200.005% 0.002%69.682%
1329Environmental EnergyTechnical SkillsEnvironmental18 4,0400.562% 1,7560.435% -0.127%-22.560%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 1,8340.255% 8730.216% -0.039%-15.192%
1327Environmental PollutionTechnical SkillsEnvironmental15 1,9730.274% 9980.247% -0.027%-9.879%
1324Environmental Pollution ControlTechnical SkillsEnvironmental6 1,6080.224% 9570.237% 0.013%6.035%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental3 2090.029% 1170.029% -0.000%-0.261%
1326Environmental Product StewardshipTechnical SkillsEnvironmental10 2,8950.402% 1,2210.302% -0.100%-24.856%
1331Environmental ScienceTechnical SkillsEnvironmental1 1,0730.149% 60.001% -0.148%-99.004%
1322Environmental TechnologyTechnical SkillsEnvironmental2 2120.029% 960.024% -0.006%-19.321%
461Expert system softwareTechnical SkillsBusiness applications1 2830.039% 2350.058% 0.019%47.947%
1359FacebookTechnical SkillsSocial Networking1 9,0141.253% 7,3101.810% 0.557%44.486%
463Facilities management softwareTechnical SkillsBusiness applications4 5,9160.822% 4,5071.116% 0.294%35.732%
468Flight control softwareTechnical SkillsBusiness applications1 930.013% 520.013% -0.000%-0.380%
469Flowchart softwareTechnical SkillsBusiness applications4 2,5160.350% 1,2790.317% -0.033%-9.430%
1112Fraud DetectionTechnical SkillsSecurity1 4,8260.671% 2,3000.570% -0.101%-15.089%
63FrontPageTechnical SkillsSoftware development1 1,2570.175% 4530.112% -0.063%-35.792%
475Fund accounting softwareTechnical SkillsBusiness applications1 9370.130% 2720.067% -0.063%-48.281%
1260GamingTechnical SkillsMisc2 11,5951.612% 7,7321.915% 0.303%18.808%
113Generic databasesTechnical SkillsInformation mgmt2 112,34215.616% 64,32515.931% 0.315%2.015%
1365Google AppsTechnical SkillsBusiness applications4 2,3110.321% 2,0470.507% 0.186%57.813%
1364Google PlusTechnical SkillsSocial Networking1 230.003% 230.006% 0.002%78.166%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications27 45,3876.309% 26,6186.592% 0.283%4.488%
484Graphic softwareTechnical SkillsBusiness applications15 52,0547.236% 30,3907.527% 0.291%4.016%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 8,9181.240% 5,7171.416% 0.176%14.216%
1323Green ITTechnical SkillsEnvironmental8 2,1020.292% 6840.169% -0.123%-42.024%
893Guidance systemsTechnical SkillsHardware1 450.006% 340.008% 0.002%34.614%
895Hardware description language (HDL)Technical SkillsHardware2 470.007% 100.002% -0.004%-62.092%
1277Hardware DesignTechnical SkillsHardware19 2,6640.370% 1,6470.408% 0.038%10.150%
1278Hardware TestingTechnical SkillsHardware4 7390.103% 4590.114% 0.011%10.661%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 4050.056% 2020.050% -0.006%-11.137%
492Helpdesk or call centerTechnical SkillsBusiness applications2 38,8765.404% 20,3085.030% -0.374%-6.930%
114IBM databasesTechnical SkillsInformation mgmt2 22,7903.168% 12,2253.028% -0.140%-4.428%
121IBM operating systemsTechnical SkillsBusiness applications4 17,8972.488% 9,1142.257% -0.231%-9.270%
898Image capture devicesTechnical SkillsHardware8 3,5180.489% 2,1670.537% 0.048%9.746%
524Industrial control softwareTechnical SkillsBusiness applications3 2,5380.353% 1,4530.360% 0.007%2.000%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 8,9741.247% 5,4811.357% 0.110%8.817%
899InfraredTechnical SkillsHardware1 6480.090% 5480.136% 0.046%50.671%
1180InstallationTechnical SkillsSoftware development1 79,14611.002% 47,74611.825% 0.823%7.481%
901Interface definition language (IDL)Technical SkillsHardware1 2260.031% 1310.032% 0.001%3.273%
536Internet browser softwareTechnical SkillsBusiness applications4 6,1240.851% 2,5110.622% -0.229%-26.947%
541Inventory management softwareTechnical SkillsBusiness applications3 4,7730.663% 2,3960.593% -0.070%-10.562%
73IT Architecture/StandardsTechnical SkillsHardware2 6,0640.843% 3,7610.931% 0.089%10.502%
1357Java METechnical SkillsMobile Platforms2 970.013% 810.020% 0.007%48.778%
1035KernelTechnical SkillsNetwork1 1,8940.263% 1,2270.304% 0.041%15.422%
907LasersTechnical SkillsHardware1 920.013% 570.014% 0.001%10.385%
1038License management softwareTechnical SkillsNetwork1 6110.085% 3250.080% -0.004%-5.231%
1361LinkedInTechnical SkillsSocial Networking1 2,5880.360% 1,7010.421% 0.062%17.102%
908Mainframe computersTechnical SkillsHardware2 25,9893.613% 12,7763.164% -0.449%-12.415%
124Mainframe operating systemsTechnical SkillsBusiness applications7 11,6341.617% 6,0991.511% -0.107%-6.598%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 15,5192.157% 8,5642.121% -0.036%-1.681%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 6,0300.838% 2,3180.574% -0.264%-31.511%
1281Medical softwareTechnical SkillsBusiness applications8 8,4081.169% 5,1321.271% 0.102%8.747%
115Microsoft databasesTechnical SkillsInformation mgmt5 108,45615.076% 60,20014.909% -0.167%-1.107%
119Microsoft operating systemsTechnical SkillsBusiness applications4 159,34322.150% 94,87223.496% 1.347%6.079%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 4680.065% 4290.106% 0.041%63.319%
625MultimediaTechnical SkillsBusiness applications1 3,7980.528% 2,3950.593% 0.065%12.350%
1362MySpaceTechnical SkillsSocial Networking1 1,8470.257% 2490.062% -0.195%-75.981%
74Network administrationTechnical SkillsHardware11 61,6378.568% 38,6789.579% 1.011%11.801%
1282Network Administration softwareTechnical SkillsNetwork17 44,3106.159% 26,9946.685% 0.526%8.540%
1283Network HardwareTechnical SkillsNetwork11 29,5314.105% 18,5024.582% 0.477%11.626%
1284Network Monitoring softwareTechnical SkillsNetwork13 19,3272.687% 12,4173.075% 0.389%14.466%
1059Network operation system software (NOS)Technical SkillsNetwork2 1,0470.146% 6150.152% 0.007%4.653%
1122Network securityTechnical SkillsSecurity1 29,6684.124% 18,6504.619% 0.495%11.999%
1285Network Security softwareTechnical SkillsSecurity31 63,5108.828% 41,05810.169% 1.340%15.181%
1286Network softwareTechnical SkillsNetwork5 13,6281.894% 8,1822.026% 0.132%6.967%
1287Network TestingTechnical SkillsNetwork11 9,7721.358% 5,5411.372% 0.014%1.025%
1065Novell network softwareTechnical SkillsNetwork2 2,0950.291% 8800.218% -0.073%-25.162%
643OberonTechnical SkillsBusiness applications1 690.010% 510.013% 0.003%31.688%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 50,4947.019% 29,8587.395% 0.376%5.353%
1288Office ApplicationsTechnical SkillsBusiness applications13 143,95120.010% 76,50618.948% -1.063%-5.310%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 9,6931.347% 4,8991.213% -0.134%-9.952%
116Open-source databasesTechnical SkillsInformation mgmt4 17,0342.368% 10,7932.673% 0.305%12.889%
118Open-source operating systemsTechnical SkillsBusiness applications8 70,2199.761% 44,51011.024% 1.263%12.935%
56Operating SystemsTechnical SkillsBusiness applications3 80,14811.141% 48,36811.979% 0.838%7.520%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 5990.083% 2200.054% -0.029%-34.563%
117Oracle databasesTechnical SkillsInformation mgmt1 137,03819.049% 80,86420.027% 0.978%5.133%
1354Palm OSTechnical SkillsMobile Platforms3 1320.018% 620.015% -0.003%-16.316%
1289Physical ToolsTechnical SkillsHardware1 280.004% 60.001% -0.002%-61.822%
683Point of sale (POS)Technical SkillsBusiness applications3 4,1040.570% 2,1920.543% -0.028%-4.839%
931PrintersTechnical SkillsHardware3 8,9121.239% 4,7871.186% -0.053%-4.300%
43ProgrammingTechnical SkillsSoftware development1 162,58422.601% 94,74523.465% 0.865%3.825%
700ProvisioningTechnical SkillsBusiness applications1 9,6221.338% 6,0661.502% 0.165%12.321%
1258Rate ControlTechnical SkillsTechnical applications1 50.001% 30.001% 0.000%6.900%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 10,1861.416% 6,1291.518% 0.102%7.204%
1077Remote control softwareTechnical SkillsNetwork2 9780.136% 4650.115% -0.021%-15.289%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 4970.069% 2700.067% -0.002%-3.210%
1262RoboticsTechnical SkillsHardware2 1,9320.269% 1,0540.261% -0.008%-2.802%
1318RSATechnical SkillsSecurity1 5,3500.744% 2,3930.593% -0.151%-20.308%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 3,4840.484% 2,5540.633% 0.148%30.607%
44SDLCTechnical SkillsSoftware development7 85,14711.836% 52,16812.920% 1.084%9.159%
1132Secure shell (SSH)Technical SkillsSecurity1 290.004% 240.006% 0.002%47.448%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 7,1931.000% 4,3301.072% 0.073%7.251%
76SecurityTechnical SkillsHardware4 420,65158.474% 289,03371.583% 13.109%22.419%
1315Security ClearanceTechnical SkillsMisc2 112,63215.657% 75,21418.628% 2.971%18.977%
1135Security testing softwareTechnical SkillsSecurity1 2,3940.333% 1,8900.468% 0.135%40.657%
60Sharepoint ServerTechnical SkillsBusiness applications1 3,5930.499% 2,7460.680% 0.181%36.166%
1084Signal generatorsTechnical SkillsNetwork1 1430.020% 1220.030% 0.010%52.002%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 5,6060.779% 3,3710.835% 0.056%7.135%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 14,1411.966% 9,4442.339% 0.373%18.987%
1220Simulation softwareTechnical SkillsSoftware development5 12,7411.771% 8,1802.026% 0.255%14.386%
1366Social NetworkTechnical SkillsSocial Networking1 5550.077% 4320.107% 0.030%38.680%
1358Social NetworkingTechnical SkillsSocial Networking1 7,4991.042% 6,3121.563% 0.521%49.964%
42Software DevelopmentTechnical SkillsSoftware development2 144,02020.020% 88,50021.918% 1.898%9.483%
1291Software Development softwareTechnical SkillsSoftware development2 1,8810.261% 8850.219% -0.042%-16.174%
1309Software EngineeringTechnical SkillsSoftware development1 61,8978.604% 41,08010.174% 1.570%18.246%
1292Software InstallationTechnical SkillsSoftware development4 83,11711.554% 54,53813.507% 1.953%16.905%
1223Software librariesTechnical SkillsSoftware development1 1230.017% 1080.027% 0.010%56.438%
1293Software MaintenanceTechnical SkillsSoftware development1 3,8950.541% 2,3570.584% 0.042%7.814%
1294Software TestingTechnical SkillsSoftware development14 71,0799.881% 44,15310.935% 1.055%10.673%
1225Source code management (SCM)Technical SkillsSoftware development5 17,6212.449% 10,9652.716% 0.266%10.867%
1229Static analysis softwareTechnical SkillsSoftware development1 1120.016% 1110.027% 0.012%76.575%
772Statistical analysis softwareTechnical SkillsBusiness applications21 56,1087.799% 28,4277.040% -0.759%-9.733%
774Statistical softwareTechnical SkillsBusiness applications1 32,1434.468% 14,5203.596% -0.872%-19.517%
1230Stress testing softwareTechnical SkillsSoftware development1 1,5690.218% 9400.233% 0.015%6.741%
122Sun operating systemsTechnical SkillsBusiness applications3 40,8305.676% 24,0735.962% 0.286%5.045%
939Surveillance systemsTechnical SkillsHardware5 7,8441.090% 4,8541.202% 0.112%10.252%
791Symantec softwareTechnical SkillsBusiness applications1 5,7510.799% 3,7020.917% 0.117%14.688%
1355SymbianTechnical SkillsMobile Platforms1 300.004% 20.000% -0.004%-88.122%
1310System AdministrationTechnical SkillsNetwork4 66,9499.306% 41,21310.207% 0.901%9.677%
45System TestingTechnical SkillsSoftware development5 16,7892.334% 9,8122.430% 0.096%4.126%
46Systems AnalysisTechnical SkillsSoftware development8 93,10012.942% 57,20214.167% 1.225%9.468%
47Systems DesignTechnical SkillsSoftware development1 14,1111.962% 9,6402.387% 0.426%21.715%
1233Systems EvaluationTechnical SkillsSoftware development1 1190.017% 900.022% 0.006%34.747%
1234Systems integrationTechnical SkillsSoftware development8 65,1479.056% 39,7059.834% 0.778%8.586%
75TCP/IPTechnical SkillsHardware3 35,3804.918% 21,3715.293% 0.375%7.620%
1235Technology DesignTechnical SkillsSoftware development1 7490.104% 3050.076% -0.029%-27.449%
1236TemplatesTechnical SkillsSoftware development1 12,1531.689% 6,5301.617% -0.072%-4.269%
1239Test implementationTechnical SkillsSoftware development1 1830.025% 1220.030% 0.005%18.777%
1302TestingTechnical SkillsSoftware development1 227,57331.635% 135,03933.444% 1.810%5.721%
1297Training softwareTechnical SkillsBusiness applications3 1,2290.171% 7710.191% 0.020%11.770%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 8820.123% 5000.124% 0.001%1.001%
1360TwitterTechnical SkillsSocial Networking1 10,5341.464% 5,7451.423% -0.041%-2.832%
123UNIX operating systemsTechnical SkillsBusiness applications5 104,06714.466% 62,27715.424% 0.958%6.620%
1298UNIX ShellsTechnical SkillsBusiness applications4 20,3742.832% 11,8732.941% 0.108%3.827%
48User-Interface DesignTechnical SkillsSoftware development2 19,0452.647% 12,0052.973% 0.326%12.307%
836Video creation and editing softwareTechnical SkillsBusiness applications3 1,8990.264% 5610.139% -0.125%-47.366%
64Visual StudioTechnical SkillsSoftware development1 20,3952.835% 11,6512.886% 0.050%1.780%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 8740.121% 4870.121% -0.001%-0.725%
77Voice/Data TelecomTechnical SkillsHardware9 77,39110.758% 43,20910.701% -0.057%-0.526%
1299Web Application ServerTechnical SkillsBusiness applications8 36,0515.011% 21,8125.402% 0.391%7.796%
1248Web platform development softwareTechnical SkillsSoftware development4 1,7800.247% 1,1120.275% 0.028%11.304%
65web programmerTechnical SkillsSoftware development4 8,6941.209% 5,5371.371% 0.163%13.470%
58Web serversTechnical SkillsBusiness applications6 51,0037.090% 33,6188.326% 1.236%17.436%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 31,4814.376% 18,2584.522% 0.146%3.331%
1356Windows CETechnical SkillsMobile Platforms4 1,3240.184% 8330.206% 0.022%12.094%
1102WirelessTechnical SkillsNetwork5 29,1724.055% 18,5614.597% 0.542%13.360%
1363YouTubeTechnical SkillsSocial Networking2 3360.047% 3000.074% 0.028%59.077%
79.NETProgramming SkillsCurrent1 71,4369.930% 42,30210.477% 0.547%5.504%
209A programming language (APL)Programming SkillsLegacy2 1,1090.154% 7120.176% 0.022%14.386%
99AdaProgramming SkillsLegacy1 3,1510.438% 1,1960.296% -0.142%-32.375%
80AJAXProgramming SkillsCurrent1 27,5553.830% 14,5333.599% -0.231%-6.032%
192Apple AppleScriptProgramming SkillsCurrent1 210.003% 90.002% -0.001%-23.643%
81ASPProgramming SkillsCurrent2 54,0307.511% 28,2056.985% -0.525%-6.993%
108AssemblyProgramming SkillsLegacy2 6860.095% 5240.130% 0.034%36.092%
211AWKProgramming SkillsLegacy1 1,2490.174% 8660.214% 0.041%23.532%
212BProgramming SkillsLegacy1 9,4341.311% 4,2531.053% -0.258%-19.680%
83C#Programming SkillsCurrent2 52,0187.231% 30,5377.563% 0.332%4.592%
82C/C++Programming SkillsCurrent3 72,56710.087% 43,64810.810% 0.723%7.164%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 27,6733.847% 17,1614.250% 0.403%10.487%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 2370.033% 2050.051% 0.018%54.110%
84CGIProgramming SkillsCurrent2 3,5370.492% 2,2670.561% 0.070%14.193%
217ClipperProgramming SkillsLegacy1 1240.017% 1000.025% 0.008%43.682%
218CLUProgramming SkillsLegacy1 1270.018% 190.005% -0.013%-73.345%
100CobolProgramming SkillsLegacy1 9,3831.304% 4,5651.131% -0.174%-13.319%
85ColdFusionProgramming SkillsCurrent2 6,7900.944% 3,8150.945% 0.001%0.103%
219Combined programming language (CPL)Programming SkillsLegacy1 2770.039% 2170.054% 0.015%39.574%
195Component object model (COM)Programming SkillsCurrent1 740.010% 400.010% -0.000%-3.694%
125Database programmingProgramming SkillsCurrent3 14,6992.043% 9,8422.438% 0.394%19.294%
196Distributed component object model (DCOM)Programming SkillsCurrent1 1,3930.194% 6080.151% -0.043%-22.236%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 2,0690.288% 1,3760.341% 0.053%18.490%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 1,0650.148% 4540.112% -0.036%-24.049%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 6,7680.941% 4,0050.992% 0.051%5.431%
109ForthProgramming SkillsLegacy1 2,4110.335% 1,5030.372% 0.037%11.067%
102FortranProgramming SkillsLegacy1 1,1650.162% 7410.184% 0.022%13.323%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 123,63417.186% 67,60716.744% -0.442%-2.573%
222JProgramming SkillsLegacy1 2,7440.381% 1,5760.390% 0.009%2.328%
87Java/J2EE/J2PProgramming SkillsCurrent4 113,95315.840% 70,58417.481% 1.641%10.358%
97JavaScriptProgramming SkillsCurrent3 54,2717.544% 30,9707.670% 0.126%1.671%
89JavaServer FacesProgramming SkillsCurrent3 5,5590.773% 4,2051.041% 0.269%34.770%
88JavaServer PagesProgramming SkillsCurrent3 21,6333.007% 13,1953.268% 0.261%8.672%
223Job control language (JCL)Programming SkillsLegacy2 5,0400.701% 2,3540.583% -0.118%-16.785%
126LAMPProgramming SkillsCurrent1 2,0840.290% 1,2840.318% 0.028%9.772%
104LispProgramming SkillsLegacy1 830.012% 650.016% 0.005%39.527%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 2860.040% 1820.045% 0.005%13.378%
201Microsoft ActiveXProgramming SkillsCurrent1 1,1810.164% 4270.106% -0.058%-35.583%
107PascalProgramming SkillsLegacy1 4920.068% 1090.027% -0.041%-60.528%
90PerlProgramming SkillsCurrent1 32,9714.583% 19,0884.727% 0.144%3.146%
91PHPProgramming SkillsCurrent1 13,7871.917% 8,2772.050% 0.133%6.962%
103PL/1Programming SkillsLegacy2 950.013% 480.012% -0.001%-9.979%
105PrologProgramming SkillsLegacy1 1610.022% 650.016% -0.006%-28.070%
95PythonProgramming SkillsCurrent1 9,2971.292% 6,8261.691% 0.398%30.812%
228Register transfer language (RTL)Programming SkillsLegacy1 6,2410.868% 4,6931.162% 0.295%33.974%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 1740.024% 830.021% -0.004%-15.013%
206Scripting languagesProgramming SkillsCurrent1 7,5111.044% 4,6731.157% 0.113%10.847%
101SmalltalkProgramming SkillsLegacy1 2240.031% 1010.025% -0.006%-19.666%
92SQLProgramming SkillsCurrent3 208,47128.979% 119,33729.556% 0.576%1.989%
110TCLProgramming SkillsLegacy1 1,7230.240% 8660.214% -0.025%-10.452%
98Unified Modeling LanguageProgramming SkillsCurrent2 19,6482.731% 11,9982.971% 0.240%8.797%
93Visual BasicProgramming SkillsCurrent6 62,7788.727% 31,9697.918% -0.809%-9.271%
207Web service definition language (WSDL)Programming SkillsCurrent2 4,6490.646% 3,0500.755% 0.109%16.887%
94XMLProgramming SkillsCurrent2 73,33810.195% 43,89210.871% 0.676%6.630%
1342Computer ScienceMajorsComputer Science2 483,00967.142% 300,08874.321% 7.179%10.692%
1344Information TechnologyMajorsInformation Technology3 290,05640.320% 189,58346.953% 6.633%16.451%
1343Management Information SystemsMajorsManagement Information Systems9 719,382100.000% 403,771100.000% 0.000%0.000%

cs Degrees

Computer Science

2012-04-15Jobs Found:1,819,165Click on column headings to sort
Skill IDSkill NamePrimary CategorySecondary CategoryNumber of SynonymsOccurrencesFrequencyLast 2 years OccurrencesLast 2 years FrequencyLast 2 years Growth/DeclineMovement
252Analytical ThinkingSoft SkillsProblem-solving skills1 4,3830.241% 1,4530.264% 0.023%9.626%
2Attention to DetailsSoft SkillsProblem-solving skills1 6,5640.361% 2,2660.412% 0.051%14.159%
8Conflict ResolutionSoft SkillsInterpersonal skills1 8,5790.472% 2,7380.498% 0.026%5.539%
231CooperationSoft SkillsInterpersonal skills1 13,6870.752% 4,6920.853% 0.101%13.362%
3CreativitySoft SkillsProblem-solving skills3 54,0792.973% 16,5073.001% 0.028%0.939%
4Critical thinkingSoft SkillsProblem-solving skills3 17,4240.958% 5,9041.073% 0.115%12.051%
1300FlexibilitySoft SkillsWork ethic1 52,2392.872% 16,6173.021% 0.149%5.190%
232IndependenceSoft SkillsInterpersonal skills1 7,8820.433% 3,0200.549% 0.116%26.703%
13Initiative/Motivation to workSoft SkillsWork ethic5 211,85311.646% 63,45011.534% -0.112%-0.959%
256InnovationSoft SkillsProblem-solving skills1 111,3556.121% 41,8837.613% 1.492%24.379%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 145,3287.989% 44,0618.009% 0.021%0.259%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 9670.053% 2170.039% -0.014%-25.792%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 105,9915.826% 36,1906.579% 0.752%12.911%
10LeadershipSoft SkillsInterpersonal skills1 345,88219.013% 107,81719.599% 0.586%3.081%
258LearningSoft SkillsProblem-solving skills1 104,1005.722% 31,7085.764% 0.041%0.725%
1Learning AbilitySoft SkillsProblem-solving skills3 29,7951.638% 10,3401.880% 0.242%14.761%
236ListeningSoft SkillsLanguage skills1 23,1191.271% 7,1391.298% 0.027%2.114%
260MathematicsSoft SkillsProblem-solving skills3 122,2166.718% 30,1135.474% -1.244%-18.521%
18Negotiation SkillsSoft SkillsLanguage skills1 14,3630.790% 5,6261.023% 0.233%29.531%
262OptimizationSoft SkillsProblem-solving skills1 88,2414.851% 29,8635.428% 0.578%11.913%
19Oral CommunicationsSoft SkillsLanguage skills2 28,6901.577% 9,0111.638% 0.061%3.863%
273PersistenceSoft SkillsWork ethic1 6,9870.384% 2,5060.456% 0.071%18.606%
239PersuasionSoft SkillsLanguage skills1 2,4860.137% 7660.139% 0.003%1.893%
1301Physical SkillSoft SkillsWork ethic2 1,4360.079% 4610.084% 0.005%6.161%
240PresentationsSoft SkillsLanguage skills1 81,9044.502% 24,4484.444% -0.058%-1.291%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 332,53218.279% 116,10821.106% 2.827%15.464%
20Questioning skillsSoft SkillsLanguage skills1 3930.022% 1740.032% 0.010%46.411%
241Reading ComprehensionSoft SkillsLanguage skills1 2870.016% 1400.025% 0.010%61.311%
6Research skillsSoft SkillsProblem-solving skills1 2,9300.161% 7720.140% -0.021%-12.870%
15ResponsibilitySoft SkillsWork ethic2 169,7539.331% 53,1649.664% 0.333%3.566%
234Self ControlSoft SkillsInterpersonal skills1 1350.007% 520.009% 0.002%27.376%
16Self-managementSoft SkillsWork ethic1 1,7500.096% 5390.098% 0.002%1.852%
250Stress ToleranceSoft SkillsPhysical skills1 1980.011% 1310.024% 0.013%118.788%
12TeamworkSoft SkillsInterpersonal skills1 72,7794.001% 23,6364.297% 0.296%7.395%
17Time ManagementSoft SkillsWork ethic2 57,8363.179% 20,1623.665% 0.486%15.280%
268VisualizationSoft SkillsProblem-solving skills1 16,2000.891% 3,9890.725% -0.165%-18.573%
7Working under pressureSoft SkillsProblem-solving skills1 6980.038% 3280.060% 0.021%55.395%
21Written CommunicationsSoft SkillsLanguage skills3 271,08614.902% 82,04814.915% 0.013%0.087%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 38,1232.096% 14,5032.636% 0.541%25.802%
172Account managementBusiness SkillsManagement skills1 16,9850.934% 5,1440.935% 0.001%0.151%
22AccountingBusiness SkillsBusiness processes4 119,8196.586% 31,3985.708% -0.879%-13.345%
1263Accounting softwareBusiness SkillsBusiness processes7 12,6640.696% 2,5830.470% -0.227%-32.552%
174AdministrationBusiness SkillsManagement skills3 384,10121.114% 123,05322.369% 1.254%5.941%
1313AnalystBusiness SkillsProject management1 276,54915.202% 86,26615.681% 0.479%3.154%
175Application managementBusiness SkillsManagement skills5 128,7717.079% 43,7107.946% 0.867%12.249%
150Asset managementBusiness SkillsBusiness processes1 21,4391.179% 7,2421.316% 0.138%11.705%
151AuditingBusiness SkillsBusiness processes4 74,2194.080% 23,0224.185% 0.105%2.576%
1264Auditing softwareBusiness SkillsBusiness processes1 860.005% 200.004% -0.001%-23.096%
152BillingBusiness SkillsBusiness processes1 29,2071.606% 8,5531.555% -0.051%-3.161%
1314Business AnalystBusiness SkillsProject management1 95,2765.237% 43,3477.880% 2.642%50.450%
35Business IntelligenceBusiness SkillsStrategy skills1 74,5064.096% 25,7054.673% 0.577%14.089%
155Business performance management (BPM)Business SkillsBusiness processes2 10,0920.555% 3,8590.701% 0.147%26.449%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 26,4741.455% 6,2521.136% -0.319%-21.906%
36Business StrategyBusiness SkillsStrategy skills3 295,16616.225% 95,96417.444% 1.219%7.513%
182Calendar and schedulingBusiness SkillsProject management3 73,1594.022% 20,1473.662% -0.359%-8.933%
156Capacity planningBusiness SkillsBusiness processes1 41,1052.260% 14,4152.620% 0.361%15.968%
28Change ManagementBusiness SkillsManagement skills1 61,5603.384% 22,9164.166% 0.782%23.100%
24Contracting and legalBusiness SkillsBusiness processes2 69,5383.823% 18,4433.353% -0.470%-12.294%
176CoordinationBusiness SkillsManagement skills1 76,3864.199% 24,0954.380% 0.181%4.311%
157Cost accountingBusiness SkillsBusiness processes1 1,3620.075% 3410.062% -0.013%-17.207%
158Cost estimationBusiness SkillsBusiness processes1 1,6370.090% 4350.079% -0.011%-12.126%
1312Customer SupportBusiness SkillsBusiness processes6 348,66419.166% 121,54522.094% 2.928%15.278%
1339EducationBusiness SkillsIndustry Segment1 14,4830.796% 4,2230.768% -0.028%-3.577%
1333EnergyBusiness SkillsIndustry Segment1 85,7204.712% 25,1084.564% -0.148%-3.139%
1340EntertainmentBusiness SkillsIndustry Segment1 38,1732.098% 9,5591.738% -0.361%-17.192%
1319EnvironmentalBusiness SkillsEnvironmental13 32,7891.802% 9,5631.738% -0.064%-3.554%
1320Environmental StrategyBusiness SkillsEnvironmental5 5,8290.320% 2,4620.448% 0.127%39.673%
161FinancialBusiness SkillsBusiness processes2 334,95118.412% 103,81018.871% 0.458%2.489%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 1,4330.079% 3520.064% -0.015%-18.770%
1332Health CareBusiness SkillsIndustry Segment2 193,47710.635% 53,4639.718% -0.917%-8.622%
177Human resourcesBusiness SkillsManagement skills2 66,7003.667% 18,7423.407% -0.260%-7.080%
1336InsuranceBusiness SkillsIndustry Segment1 9,8790.543% 3,2900.598% 0.055%10.129%
1316Managing/SupervisionBusiness SkillsManagement skills5 679,91337.375% 184,26033.495% -3.880%-10.382%
1334ManufacturingBusiness SkillsIndustry Segment2 112,0266.158% 26,7434.861% -1.297%-21.058%
26MarketingBusiness SkillsBusiness processes1 162,6088.939% 47,4958.634% -0.305%-3.412%
185MonitoringBusiness SkillsProject management1 194,15110.673% 65,13611.840% 1.168%10.943%
179NegotiationBusiness SkillsManagement skills1 52,4322.882% 18,1323.296% 0.414%14.358%
163Operation and ControlBusiness SkillsBusiness processes2 9740.054% 2050.037% -0.016%-30.399%
29Outsourcing ManagementBusiness SkillsManagement skills3 44,0972.424% 12,8582.337% -0.087%-3.577%
167ProcurementBusiness SkillsBusiness processes1 27,6461.520% 8,1961.490% -0.030%-1.964%
1290Project Management softwareBusiness SkillsProject management2 45,5642.505% 14,4362.624% 0.120%4.771%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 309,18816.996% 100,33918.240% 1.243%7.316%
168QualityBusiness SkillsBusiness processes1 493,82227.146% 161,60029.376% 2.230%8.215%
1337Real EstateBusiness SkillsIndustry Segment2 9,8000.539% 2,6800.487% -0.052%-9.567%
1335RetailBusiness SkillsIndustry Segment2 285,06015.670% 93,34916.969% 1.299%8.291%
34Risk ManagementBusiness SkillsProject management1 43,9362.415% 12,7632.320% -0.095%-3.938%
169Service OrientationBusiness SkillsBusiness processes1 11,7590.646% 4,4660.812% 0.165%25.593%
27Supply Chain ManagementBusiness SkillsBusiness processes3 49,3972.715% 14,7062.673% -0.042%-1.551%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 3,9000.214% 1,0280.187% -0.028%-12.834%
178TeachingBusiness SkillsManagement skills7 44,1782.428% 12,6052.291% -0.137%-5.647%
190TimekeepingBusiness SkillsProject management3 21,2631.169% 6,0421.098% -0.071%-6.033%
1296Timekeeping softwareBusiness SkillsProject management1 1,9990.110% 6990.127% 0.017%15.633%
171Total quality management (TQM)Business SkillsBusiness processes2 2,5790.142% 5450.099% -0.043%-30.118%
180TroubleshootingBusiness SkillsManagement skills1 236,79713.017% 80,95614.716% 1.699%13.055%
181VerificationBusiness SkillsManagement skills1 57,0653.137% 14,5802.650% -0.487%-15.510%
1338Waste ManagementBusiness SkillsIndustry Segment1 1,5550.085% 4440.081% -0.005%-5.579%
191WorkflowBusiness SkillsProject management1 76,3714.198% 25,4694.630% 0.432%10.281%
31Working GloballyBusiness SkillsManagement skills3 15,5510.855% 3,5160.639% -0.216%-25.233%
32Working with Virtual TeamsBusiness SkillsManagement skills2 2,8230.155% 1,0160.185% 0.030%19.015%
514GLTechnical SkillsSoftware development3 3,7820.208% 9280.169% -0.039%-18.858%
987Access servers & softwareTechnical SkillsNetwork10 52,9392.910% 18,1433.298% 0.388%13.332%
38Agile Development MethodsTechnical SkillsSoftware development3 42,2462.322% 18,1813.305% 0.983%42.315%
304Algorithmic softwareTechnical SkillsBusiness applications1 980.005% 150.003% -0.003%-49.385%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 2,7830.153% 6180.112% -0.041%-26.567%
1352AndroidTechnical SkillsMobile Platforms1 14,6160.803% 11,3272.059% 1.256%156.274%
1351Apple iOSTechnical SkillsMobile Platforms6 16,2450.893% 10,5751.922% 1.029%115.268%
120Apple operating systemsTechnical SkillsBusiness applications6 41,2802.269% 14,8252.695% 0.426%18.761%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 4,5840.252% 8790.160% -0.092%-36.589%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 1090.006% 80.001% -0.005%-75.729%
1265Backup & RecoveryTechnical SkillsTechnical applications16 147,5448.111% 47,5548.644% 0.534%6.582%
1353BlackberryTechnical SkillsMobile Platforms2 16,3400.898% 7,0511.282% 0.384%42.698%
336Borland DelphiTechnical SkillsBusiness applications1 3,5880.197% 8410.153% -0.044%-22.489%
337Borland JBuilderTechnical SkillsBusiness applications1 3,4430.189% 4610.084% -0.105%-55.723%
338Borland ParadoxTechnical SkillsBusiness applications1 2040.011% 650.012% 0.001%5.366%
72Business Continuity PlanningTechnical SkillsHardware2 19,7761.087% 6,2341.133% 0.046%4.243%
352Cadence OpusTechnical SkillsBusiness applications1 8490.047% 3890.071% 0.024%51.516%
868CalculatorsTechnical SkillsHardware1 1,3630.075% 1160.021% -0.054%-71.856%
39CASE ToolsTechnical SkillsSoftware development1 72,6903.996% 22,5564.100% 0.104%2.614%
367Categorization or classification softwareTechnical SkillsBusiness applications1 8,7970.484% 2,7510.500% 0.017%3.413%
112CertificationTechnical SkillsMisc3 295,82216.261% 95,31217.326% 1.064%6.545%
78CiscoTechnical SkillsHardware1 85,2134.684% 27,1964.944% 0.260%5.540%
1009Cisco Systems IOSTechnical SkillsNetwork1 14,2650.784% 7,6631.393% 0.609%77.642%
40Client-ServerTechnical SkillsSoftware development1 44,3602.438% 13,6132.475% 0.036%1.480%
1011Cluster server softwareTechnical SkillsNetwork8 30,9001.699% 10,9431.989% 0.291%17.110%
1151Compatibility testingTechnical SkillsSoftware development1 6680.037% 2110.038% 0.002%4.454%
1152CompilersTechnical SkillsSoftware development4 21,9091.204% 5,8411.062% -0.143%-11.838%
1255Compliance softwareTechnical SkillsTechnical applications3 7,1390.392% 2,5880.470% 0.078%19.879%
385Computer aided design (CAD)Technical SkillsBusiness applications12 16,8040.924% 3,0640.557% -0.367%-39.703%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 2,9810.164% 6000.109% -0.055%-33.441%
875Computer diagnosticsTechnical SkillsHardware5 79,6974.381% 24,0284.368% -0.013%-0.300%
1107Computer forensicsTechnical SkillsSecurity1 5,5610.306% 1,1840.215% -0.090%-29.593%
1266Computer HardwareTechnical SkillsHardware12 41,9172.304% 11,8802.160% -0.145%-6.277%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications1 1,5330.084% 3820.069% -0.015%-17.598%
1015Computer serversTechnical SkillsNetwork6 190,72310.484% 62,68611.395% 0.911%8.689%
1267Computer UtilitiesTechnical SkillsMisc1 1,2340.068% 2280.041% -0.026%-38.901%
59Content ManagerTechnical SkillsBusiness applications1 1,5390.085% 6030.110% 0.025%29.568%
878ControllersTechnical SkillsHardware2 10,8580.597% 2,9940.544% -0.053%-8.816%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 1,6390.090% 4410.080% -0.010%-11.023%
407Customer information control system (CICS)Technical SkillsBusiness applications2 8,5330.469% 2,2100.402% -0.067%-14.354%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 90,0824.952% 30,1845.487% 0.535%10.804%
953Data acquisition systemsTechnical SkillsInformation mgmt1 10,1290.557% 2,3930.435% -0.122%-21.874%
955Data compression softwareTechnical SkillsInformation mgmt1 7,6480.420% 2,5050.455% 0.035%8.312%
956Data conversion softwareTechnical SkillsInformation mgmt1 7,9640.438% 2,8010.509% 0.071%16.305%
958Data dictionaryTechnical SkillsInformation mgmt1 5,5400.305% 2,1510.391% 0.086%28.395%
959Data entryTechnical SkillsInformation mgmt1 8,5600.471% 2,0170.367% -0.104%-22.080%
962Data mappingTechnical SkillsInformation mgmt1 8,4130.462% 3,3990.618% 0.155%33.604%
67Data MiningTechnical SkillsInformation mgmt4 32,6611.795% 10,0711.831% 0.035%1.967%
963Data modelingTechnical SkillsInformation mgmt1 61,6043.386% 21,7863.960% 0.574%16.946%
68Data WarehousingTechnical SkillsInformation mgmt2 91,3525.022% 32,4335.896% 0.874%17.405%
69Database AdministrationTechnical SkillsInformation mgmt12 121,9856.706% 39,3057.145% 0.439%6.551%
969Database design softwareTechnical SkillsInformation mgmt15 109,5376.021% 34,9436.352% 0.331%5.491%
1268Database ReportingTechnical SkillsInformation mgmt2 33,6891.852% 10,4561.901% 0.049%2.635%
1269Database SecurityTechnical SkillsInformation mgmt1 2110.012% 950.017% 0.006%48.888%
1270Database ServersTechnical SkillsInformation mgmt3 30,2771.664% 9,1091.656% -0.009%-0.511%
1271Database TestingTechnical SkillsInformation mgmt1 1,5120.083% 5330.097% 0.014%16.572%
1160DebuggingTechnical SkillsSoftware development7 136,4407.500% 43,5137.910% 0.410%5.462%
418Desktop publishing softwareTechnical SkillsBusiness applications13 26,8801.478% 6,0611.102% -0.376%-25.435%
1272Development EnvironmentTechnical SkillsSoftware development13 91,0965.008% 28,8225.239% 0.232%4.627%
1273Digital ImagingTechnical SkillsHardware1 7430.041% 1530.028% -0.013%-31.904%
883Digital Signal Processor (DSP)Technical SkillsHardware2 7,3540.404% 1,2120.220% -0.184%-45.500%
423Disk operating system (DOS)Technical SkillsBusiness applications1 6,3370.348% 1,7810.324% -0.025%-7.061%
1307Doctor of PhilosophyTechnical SkillsMisc3 89,5734.924% 33,3036.054% 1.130%22.949%
973Document management softwareTechnical SkillsInformation mgmt4 15,7780.867% 5,1160.930% 0.063%7.225%
1020Domain name system (DNS)Technical SkillsNetwork3 61,2143.365% 20,8283.786% 0.421%12.516%
61DreamweaverTechnical SkillsSoftware development1 11,6180.639% 3,2460.590% -0.049%-7.608%
54DSS/GDSSTechnical SkillsBusiness applications5 22,9791.263% 7,1611.302% 0.039%3.053%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 700.004% 50.001% -0.003%-76.379%
62EclipseTechnical SkillsSoftware development1 39,5202.172% 13,6632.484% 0.311%14.327%
1308Electronic CommerceTechnical SkillsBusiness applications2 81,8284.498% 32,0065.818% 1.320%29.344%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 15,8270.870% 5,3460.972% 0.102%11.699%
1023Electronic mail softwareTechnical SkillsNetwork8 29,2531.608% 8,9151.621% 0.013%0.779%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 87,7764.825% 26,8764.886% 0.060%1.253%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications13 89,0814.897% 26,6924.852% -0.045%-0.914%
1321Environmental CertificationTechnical SkillsEnvironmental1 980.005% 190.003% -0.002%-35.887%
1328Environmental CleanupTechnical SkillsEnvironmental1 340.002% 140.003% 0.001%36.165%
1329Environmental EnergyTechnical SkillsEnvironmental18 4,5130.248% 1,3860.252% 0.004%1.558%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 4,6100.253% 1,0400.189% -0.064%-25.398%
1327Environmental PollutionTechnical SkillsEnvironmental15 3,7090.204% 1,0860.197% -0.006%-3.174%
1324Environmental Pollution ControlTechnical SkillsEnvironmental6 2,6030.143% 3570.065% -0.078%-54.646%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental3 9400.052% 1220.022% -0.029%-57.081%
1326Environmental Product StewardshipTechnical SkillsEnvironmental10 3,2810.180% 8320.151% -0.029%-16.144%
1331Environmental ScienceTechnical SkillsEnvironmental1 510.003% 10.000% -0.003%-93.516%
1322Environmental TechnologyTechnical SkillsEnvironmental2 3070.017% 330.006% -0.011%-64.454%
461Expert system softwareTechnical SkillsBusiness applications1 7190.040% 1550.028% -0.011%-28.711%
1359FacebookTechnical SkillsSocial Networking1 29,8711.642% 25,5594.646% 3.004%182.951%
463Facilities management softwareTechnical SkillsBusiness applications4 3,2390.178% 1,0780.196% 0.018%10.059%
468Flight control softwareTechnical SkillsBusiness applications1 7860.043% 580.011% -0.033%-75.598%
469Flowchart softwareTechnical SkillsBusiness applications4 4,8350.266% 1,8060.328% 0.063%23.521%
1112Fraud DetectionTechnical SkillsSecurity1 7,9440.437% 2,7090.492% 0.056%12.768%
63FrontPageTechnical SkillsSoftware development1 2,2770.125% 3480.063% -0.062%-49.460%
475Fund accounting softwareTechnical SkillsBusiness applications1 4100.023% 1640.030% 0.007%32.275%
1260GamingTechnical SkillsMisc2 37,1932.045% 11,7072.128% 0.084%4.088%
113Generic databasesTechnical SkillsInformation mgmt2 290,45815.967% 95,04517.277% 1.311%8.209%
1365Google AppsTechnical SkillsBusiness applications4 7,4460.409% 4,5520.827% 0.418%102.161%
1364Google PlusTechnical SkillsSocial Networking1 2790.015% 2790.051% 0.035%230.688%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications27 93,4835.139% 28,1215.112% -0.027%-0.525%
484Graphic softwareTechnical SkillsBusiness applications15 137,6947.569% 41,1237.475% -0.094%-1.239%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 45,4972.501% 11,9032.164% -0.337%-13.485%
1323Green ITTechnical SkillsEnvironmental8 4,3420.239% 1,4690.267% 0.028%11.879%
893Guidance systemsTechnical SkillsHardware1 1250.007% 480.009% 0.002%26.984%
895Hardware description language (HDL)Technical SkillsHardware2 7060.039% 1220.022% -0.017%-42.856%
1277Hardware DesignTechnical SkillsHardware19 16,4780.906% 3,7660.685% -0.221%-24.422%
1278Hardware TestingTechnical SkillsHardware4 6,4730.356% 1,2210.222% -0.134%-37.623%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 6230.034% 2710.049% 0.015%43.846%
492Helpdesk or call centerTechnical SkillsBusiness applications2 69,1393.801% 20,4453.716% -0.084%-2.213%
114IBM databasesTechnical SkillsInformation mgmt2 53,7222.953% 17,7123.220% 0.267%9.027%
121IBM operating systemsTechnical SkillsBusiness applications4 42,9932.363% 12,6632.302% -0.061%-2.601%
898Image capture devicesTechnical SkillsHardware8 8,4980.467% 1,9260.350% -0.117%-25.052%
524Industrial control softwareTechnical SkillsBusiness applications3 7,9190.435% 1,4460.263% -0.172%-39.617%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 28,1971.550% 10,5441.917% 0.367%23.657%
899InfraredTechnical SkillsHardware1 1,9110.105% 1800.033% -0.072%-68.852%
1180InstallationTechnical SkillsSoftware development1 164,4879.042% 50,0079.090% 0.048%0.535%
901Interface definition language (IDL)Technical SkillsHardware1 9580.053% 1430.026% -0.027%-50.639%
536Internet browser softwareTechnical SkillsBusiness applications4 11,7750.647% 3,2190.585% -0.062%-9.598%
541Inventory management softwareTechnical SkillsBusiness applications3 8,2200.452% 2,1870.398% -0.054%-12.018%
73IT Architecture/StandardsTechnical SkillsHardware2 12,4270.683% 3,8670.703% 0.020%2.902%
1357Java METechnical SkillsMobile Platforms2 9020.050% 2270.041% -0.008%-16.778%
1035KernelTechnical SkillsNetwork1 25,2871.390% 7,7781.414% 0.024%1.716%
907LasersTechnical SkillsHardware1 5720.031% 430.008% -0.024%-75.141%
1038License management softwareTechnical SkillsNetwork1 1,1230.062% 3970.072% 0.010%16.904%
1361LinkedInTechnical SkillsSocial Networking1 11,6680.641% 5,7071.037% 0.396%61.744%
908Mainframe computersTechnical SkillsHardware2 46,1632.538% 13,5652.466% -0.072%-2.827%
124Mainframe operating systemsTechnical SkillsBusiness applications7 28,5991.572% 7,1741.304% -0.268%-17.048%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 45,5712.505% 14,0242.549% 0.044%1.766%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 8,7840.483% 2,3790.432% -0.050%-10.439%
1281Medical softwareTechnical SkillsBusiness applications8 9,4450.519% 2,5640.466% -0.053%-10.229%
115Microsoft databasesTechnical SkillsInformation mgmt5 280,65315.428% 96,19017.485% 2.058%13.339%
119Microsoft operating systemsTechnical SkillsBusiness applications4 428,23223.540% 122,61622.289% -1.251%-5.314%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 7,4390.409% 4,1410.753% 0.344%84.081%
625MultimediaTechnical SkillsBusiness applications1 20,2841.115% 4,9610.902% -0.213%-19.121%
1362MySpaceTechnical SkillsSocial Networking1 3,4500.190% 7150.130% -0.060%-31.466%
74Network administrationTechnical SkillsHardware11 139,1397.649% 39,6867.214% -0.434%-5.679%
1282Network Administration softwareTechnical SkillsNetwork17 90,5054.975% 30,4405.533% 0.558%11.222%
1283Network HardwareTechnical SkillsNetwork11 75,0234.124% 22,4534.082% -0.043%-1.031%
1284Network Monitoring softwareTechnical SkillsNetwork13 46,7382.569% 15,8122.874% 0.305%11.875%
1059Network operation system software (NOS)Technical SkillsNetwork2 1,6820.092% 6370.116% 0.023%25.237%
1122Network securityTechnical SkillsSecurity1 55,6703.060% 18,2153.311% 0.251%8.200%
1285Network Security softwareTechnical SkillsSecurity31 122,4456.731% 37,8666.883% 0.152%2.265%
1286Network softwareTechnical SkillsNetwork5 34,3771.890% 10,8771.977% 0.088%4.631%
1287Network TestingTechnical SkillsNetwork11 29,2131.606% 9,1171.657% 0.051%3.203%
1065Novell network softwareTechnical SkillsNetwork2 3,8590.212% 7950.145% -0.068%-31.874%
643OberonTechnical SkillsBusiness applications1 960.005% 110.002% -0.003%-62.109%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 258,46314.208% 82,93915.077% 0.869%6.115%
1288Office ApplicationsTechnical SkillsBusiness applications13 236,84213.019% 69,65812.662% -0.357%-2.741%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 25,3141.392% 8,6231.567% 0.176%12.646%
116Open-source databasesTechnical SkillsInformation mgmt4 100,3785.518% 40,0517.280% 1.763%31.945%
118Open-source operating systemsTechnical SkillsBusiness applications8 325,02817.867% 105,56419.189% 1.323%7.402%
56Operating SystemsTechnical SkillsBusiness applications3 188,87910.383% 56,53310.277% -0.106%-1.023%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 1,0070.055% 3130.057% 0.002%2.786%
117Oracle databasesTechnical SkillsInformation mgmt1 340,64918.726% 110,32620.055% 1.329%7.100%
1354Palm OSTechnical SkillsMobile Platforms3 2,4570.135% 8630.157% 0.022%16.151%
1289Physical ToolsTechnical SkillsHardware1 1160.006% 90.002% -0.005%-74.343%
683Point of sale (POS)Technical SkillsBusiness applications3 9,7150.534% 3,4960.636% 0.101%19.000%
931PrintersTechnical SkillsHardware3 15,4850.851% 4,9100.893% 0.041%4.855%
43ProgrammingTechnical SkillsSoftware development1 545,74930.000% 164,75429.949% -0.051%-0.170%
700ProvisioningTechnical SkillsBusiness applications1 21,7301.195% 8,1881.488% 0.294%24.605%
1258Rate ControlTechnical SkillsTechnical applications1 1680.009% 520.009% 0.000%2.356%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 31,6471.740% 8,3061.510% -0.230%-13.208%
1077Remote control softwareTechnical SkillsNetwork2 1,7710.097% 6680.121% 0.024%24.731%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 1,2690.070% 3320.060% -0.009%-13.484%
1262RoboticsTechnical SkillsHardware2 7,2440.398% 1,8410.335% -0.064%-15.959%
1318RSATechnical SkillsSecurity1 9,5260.524% 3,4380.625% 0.101%19.347%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 36,3942.001% 15,9672.902% 0.902%45.081%
44SDLCTechnical SkillsSoftware development7 228,56712.564% 80,77714.684% 2.119%16.867%
1132Secure shell (SSH)Technical SkillsSecurity1 1740.010% 470.009% -0.001%-10.676%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 24,1521.328% 8,7981.599% 0.272%20.462%
76SecurityTechnical SkillsHardware4 992,82154.576% 486,15088.372% 33.797%61.926%
1315Security ClearanceTechnical SkillsMisc2 173,4089.532% 33,3156.056% -3.476%-36.469%
1135Security testing softwareTechnical SkillsSecurity1 4,5250.249% 1,4090.256% 0.007%2.970%
60Sharepoint ServerTechnical SkillsBusiness applications1 7,5660.416% 2,8520.518% 0.103%24.653%
1084Signal generatorsTechnical SkillsNetwork1 3790.021% 770.014% -0.007%-32.815%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 20,0891.104% 5,8841.070% -0.035%-3.143%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 67,0823.688% 25,4614.628% 0.941%25.513%
1220Simulation softwareTechnical SkillsSoftware development5 36,0271.980% 6,7211.222% -0.759%-38.309%
1366Social NetworkTechnical SkillsSocial Networking1 5,1920.285% 2,1640.393% 0.108%37.829%
1358Social NetworkingTechnical SkillsSocial Networking1 14,9480.822% 5,8721.067% 0.246%29.903%
42Software DevelopmentTechnical SkillsSoftware development2 511,73128.130% 141,48425.719% -2.411%-8.571%
1291Software Development softwareTechnical SkillsSoftware development2 4,4910.247% 9850.179% -0.068%-27.471%
1309Software EngineeringTechnical SkillsSoftware development1 299,07616.440% 84,37215.337% -1.103%-6.710%
1292Software InstallationTechnical SkillsSoftware development4 201,87011.097% 69,69512.669% 1.572%14.169%
1223Software librariesTechnical SkillsSoftware development1 5950.033% 1800.033% 0.000%0.040%
1293Software MaintenanceTechnical SkillsSoftware development1 14,9920.824% 4,8450.881% 0.057%6.869%
1294Software TestingTechnical SkillsSoftware development14 209,95811.541% 65,22711.857% 0.316%2.734%
1225Source code management (SCM)Technical SkillsSoftware development5 72,2553.972% 24,0574.373% 0.401%10.101%
1229Static analysis softwareTechnical SkillsSoftware development1 1,3520.074% 7640.139% 0.065%86.868%
772Statistical analysis softwareTechnical SkillsBusiness applications21 131,5127.229% 36,7086.673% -0.556%-7.698%
774Statistical softwareTechnical SkillsBusiness applications1 65,0653.577% 17,3773.159% -0.418%-11.683%
1230Stress testing softwareTechnical SkillsSoftware development1 5,1950.286% 1,5840.288% 0.002%0.829%
122Sun operating systemsTechnical SkillsBusiness applications3 104,9505.769% 26,5894.833% -0.936%-16.221%
939Surveillance systemsTechnical SkillsHardware5 18,2561.004% 3,4560.628% -0.375%-37.398%
791Symantec softwareTechnical SkillsBusiness applications1 13,4390.739% 5,2340.951% 0.213%28.791%
1355SymbianTechnical SkillsMobile Platforms1 950.005% 360.007% 0.001%25.313%
1310System AdministrationTechnical SkillsNetwork4 134,5327.395% 41,0167.456% 0.061%0.820%
45System TestingTechnical SkillsSoftware development5 41,6552.290% 14,3572.610% 0.320%13.976%
46Systems AnalysisTechnical SkillsSoftware development8 171,1289.407% 49,3958.979% -0.428%-4.549%
47Systems DesignTechnical SkillsSoftware development1 30,3891.670% 8,7381.588% -0.082%-4.915%
1233Systems EvaluationTechnical SkillsSoftware development1 1320.007% 420.008% 0.000%5.219%
1234Systems integrationTechnical SkillsSoftware development8 106,6365.862% 30,8265.604% -0.258%-4.406%
75TCP/IPTechnical SkillsHardware3 122,9566.759% 37,4226.803% 0.044%0.646%
1235Technology DesignTechnical SkillsSoftware development1 1,8870.104% 4430.081% -0.023%-22.366%
1236TemplatesTechnical SkillsSoftware development1 26,4761.455% 8,9411.625% 0.170%11.674%
1239Test implementationTechnical SkillsSoftware development1 6690.037% 2110.038% 0.002%4.298%
1302TestingTechnical SkillsSoftware development1 575,54231.638% 184,34933.511% 1.873%5.921%
1297Training softwareTechnical SkillsBusiness applications3 1,9430.107% 5680.103% -0.004%-3.330%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 2,8410.156% 8560.156% -0.001%-0.363%
1360TwitterTechnical SkillsSocial Networking1 21,7871.198% 9,8451.790% 0.592%49.429%
123UNIX operating systemsTechnical SkillsBusiness applications5 353,30919.421% 102,56518.644% -0.777%-4.002%
1298UNIX ShellsTechnical SkillsBusiness applications4 70,0223.849% 23,6294.295% 0.446%11.591%
48User-Interface DesignTechnical SkillsSoftware development2 109,3796.013% 39,0557.099% 1.087%18.076%
836Video creation and editing softwareTechnical SkillsBusiness applications3 8,1190.446% 2,0440.372% -0.075%-16.748%
64Visual StudioTechnical SkillsSoftware development1 66,6643.665% 23,2964.235% 0.570%15.560%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 2,2220.122% 7170.130% 0.008%6.707%
77Voice/Data TelecomTechnical SkillsHardware9 149,8898.239% 43,8387.969% -0.271%-3.284%
1299Web Application ServerTechnical SkillsBusiness applications8 103,7315.702% 32,3535.881% 0.179%3.139%
1248Web platform development softwareTechnical SkillsSoftware development4 7,6680.422% 2,5630.466% 0.044%10.531%
65web programmerTechnical SkillsSoftware development4 28,3211.557% 13,5912.471% 0.914%58.694%
58Web serversTechnical SkillsBusiness applications6 154,4528.490% 53,2109.673% 1.182%13.925%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 102,8415.653% 34,7726.321% 0.668%11.810%
1356Windows CETechnical SkillsMobile Platforms4 14,7330.810% 3,8590.701% -0.108%-13.383%
1102WirelessTechnical SkillsNetwork5 87,0764.787% 22,9124.165% -0.622%-12.987%
1363YouTubeTechnical SkillsSocial Networking2 3,9550.217% 2,7810.506% 0.288%132.526%
79.NETProgramming SkillsCurrent1 227,74112.519% 74,80913.599% 1.080%8.625%
209A programming language (APL)Programming SkillsLegacy2 3,4570.190% 5830.106% -0.084%-44.232%
99AdaProgramming SkillsLegacy1 7,0260.386% 1,5450.281% -0.105%-27.283%
80AJAXProgramming SkillsCurrent1 131,4987.228% 49,5799.012% 1.784%24.680%
192Apple AppleScriptProgramming SkillsCurrent1 2740.015% 1070.019% 0.004%29.137%
81ASPProgramming SkillsCurrent2 162,2388.918% 52,1739.484% 0.566%6.344%
108AssemblyProgramming SkillsLegacy2 7,9200.435% 1,3400.244% -0.192%-44.050%
211AWKProgramming SkillsLegacy1 4,5230.249% 1,3410.244% -0.005%-1.956%
212BProgramming SkillsLegacy1 22,2851.225% 6,9361.261% 0.036%2.923%
83C#Programming SkillsCurrent2 207,80911.423% 69,41012.617% 1.194%10.452%
82C/C++Programming SkillsCurrent3 371,13020.401% 94,82017.236% -3.165%-15.513%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 128,1717.046% 55,34710.061% 3.015%42.798%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 4000.022% 1960.036% 0.014%62.037%
84CGIProgramming SkillsCurrent2 12,4050.682% 4,1310.751% 0.069%10.123%
217ClipperProgramming SkillsLegacy1 3150.017% 1100.020% 0.003%15.478%
218CLUProgramming SkillsLegacy1 1430.008% 260.005% -0.003%-39.875%
100CobolProgramming SkillsLegacy1 17,1320.942% 5,3300.969% 0.027%2.881%
85ColdFusionProgramming SkillsCurrent2 16,2500.893% 4,6740.850% -0.044%-4.884%
219Combined programming language (CPL)Programming SkillsLegacy1 3400.019% 340.006% -0.013%-66.931%
195Component object model (COM)Programming SkillsCurrent1 3760.021% 1240.023% 0.002%9.057%
125Database programmingProgramming SkillsCurrent3 58,4473.213% 18,0183.275% 0.062%1.944%
196Distributed component object model (DCOM)Programming SkillsCurrent1 4,5680.251% 1,0440.190% -0.061%-24.423%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 13,8770.763% 4,4380.807% 0.044%5.757%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 3,1790.175% 1,0370.189% 0.014%7.871%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 26,5971.462% 7,9531.446% -0.016%-1.118%
109ForthProgramming SkillsLegacy1 3,9480.217% 1,6910.307% 0.090%41.639%
102FortranProgramming SkillsLegacy1 4,1970.231% 5650.103% -0.128%-55.483%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 383,74721.095% 100,31918.236% -2.859%-13.552%
222JProgramming SkillsLegacy1 7,3440.404% 1,8800.342% -0.062%-15.347%
87Java/J2EE/J2PProgramming SkillsCurrent4 465,53325.590% 151,29427.502% 1.912%7.470%
97JavaScriptProgramming SkillsCurrent3 228,57312.565% 90,00716.361% 3.797%30.217%
89JavaServer FacesProgramming SkillsCurrent3 20,4101.122% 6,8911.253% 0.131%11.650%
88JavaServer PagesProgramming SkillsCurrent3 93,5365.142% 28,5995.199% 0.057%1.109%
223Job control language (JCL)Programming SkillsLegacy2 9,7430.536% 2,7890.507% -0.029%-5.338%
126LAMPProgramming SkillsCurrent1 21,1981.165% 10,3791.887% 0.721%61.912%
104LispProgramming SkillsLegacy1 1,5240.084% 4740.086% 0.002%2.852%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 9170.050% 2520.046% -0.005%-9.124%
201Microsoft ActiveXProgramming SkillsCurrent1 4,3310.238% 8970.163% -0.075%-31.511%
107PascalProgramming SkillsLegacy1 1,1090.061% 2250.041% -0.020%-32.908%
90PerlProgramming SkillsCurrent1 171,1059.406% 53,1029.653% 0.247%2.628%
91PHPProgramming SkillsCurrent1 87,8524.829% 31,9075.800% 0.971%20.103%
103PL/1Programming SkillsLegacy2 3370.019% 1020.019% 0.000%0.089%
105PrologProgramming SkillsLegacy1 1,0740.059% 3280.060% 0.001%0.992%
95PythonProgramming SkillsCurrent1 85,1634.681% 37,1706.757% 2.075%44.331%
228Register transfer language (RTL)Programming SkillsLegacy1 21,2301.167% 11,3372.061% 0.894%76.590%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 8080.044% 2020.037% -0.008%-17.328%
206Scripting languagesProgramming SkillsCurrent1 44,3012.435% 14,8732.704% 0.268%11.020%
101SmalltalkProgramming SkillsLegacy1 8670.048% 2130.039% -0.009%-18.758%
92SQLProgramming SkillsCurrent3 603,21133.159% 206,49037.536% 4.377%13.200%
110TCLProgramming SkillsLegacy1 12,6030.693% 3,4400.625% -0.067%-9.739%
98Unified Modeling LanguageProgramming SkillsCurrent2 74,2454.081% 19,0913.470% -0.611%-14.969%
93Visual BasicProgramming SkillsCurrent6 155,8838.569% 45,1658.210% -0.359%-4.188%
207Web service definition language (WSDL)Programming SkillsCurrent2 17,0690.938% 6,1011.109% 0.171%18.198%
94XMLProgramming SkillsCurrent2 282,05115.504% 91,10016.560% 1.056%6.809%
1342Computer ScienceMajorsComputer Science2 1,819,165100.000% 550,116100.000% 0.000%0.000%
1344Information TechnologyMajorsInformation Technology3 539,16529.638% 174,50331.721% 2.083%7.028%
1343Management Information SystemsMajorsManagement Information Systems9 483,12026.557% 186,02633.816% 7.259%27.332%

IT Degrees

Information Technology

2012-04-15Jobs Found:1,017,769Click 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 1,7760.174% 6290.238% 0.064%36.667%
2Attention to DetailsSoft SkillsProblem-solving skills1 2,1180.208% 5800.220% 0.012%5.672%
8Conflict ResolutionSoft SkillsInterpersonal skills1 4,9040.482% 1,2920.490% 0.008%1.664%
231CooperationSoft SkillsInterpersonal skills1 8,0080.787% 1,2500.474% -0.313%-39.766%
3CreativitySoft SkillsProblem-solving skills3 22,6272.223% 5,5672.111% -0.112%-5.060%
4Critical thinkingSoft SkillsProblem-solving skills3 7,9850.785% 2,7921.059% 0.274%34.926%
1300FlexibilitySoft SkillsWork ethic1 79,6487.826% 28,26310.716% 2.890%36.930%
232IndependenceSoft SkillsInterpersonal skills1 4,9450.486% 1,4020.532% 0.046%9.405%
13Initiative/Motivation to workSoft SkillsWork ethic5 106,76110.490% 23,6958.984% -1.506%-14.355%
256InnovationSoft SkillsProblem-solving skills1 51,1085.022% 13,7855.227% 0.205%4.082%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 120,88711.878% 34,50313.082% 1.204%10.137%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 5420.053% 1210.046% -0.007%-13.852%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 55,7745.480% 15,8556.011% 0.531%9.696%
10LeadershipSoft SkillsInterpersonal skills1 209,04820.540% 57,55321.821% 1.281%6.238%
258LearningSoft SkillsProblem-solving skills1 121,79211.967% 57,50521.803% 9.836%82.198%
1Learning AbilitySoft SkillsProblem-solving skills3 11,8401.163% 3,3541.272% 0.108%9.312%
236ListeningSoft SkillsLanguage skills1 41,9724.124% 31,56411.967% 7.843%190.194%
260MathematicsSoft SkillsProblem-solving skills3 25,6662.522% 4,7681.808% -0.714%-28.314%
18Negotiation SkillsSoft SkillsLanguage skills1 10,4691.029% 2,7571.045% 0.017%1.622%
262OptimizationSoft SkillsProblem-solving skills1 37,0693.642% 8,2173.115% -0.527%-14.462%
19Oral CommunicationsSoft SkillsLanguage skills2 13,4791.324% 3,4881.322% -0.002%-0.144%
273PersistenceSoft SkillsWork ethic1 1,8200.179% 6130.232% 0.054%29.971%
239PersuasionSoft SkillsLanguage skills1 1,2590.124% 3450.131% 0.007%5.743%
1301Physical SkillSoft SkillsWork ethic2 8660.085% 1910.072% -0.013%-14.892%
240PresentationsSoft SkillsLanguage skills1 49,4094.855% 10,7874.090% -0.765%-15.754%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 117,03311.499% 32,70712.401% 0.902%7.842%
20Questioning skillsSoft SkillsLanguage skills1 1840.018% 630.024% 0.006%32.123%
241Reading ComprehensionSoft SkillsLanguage skills1 2990.029% 750.028% -0.001%-3.206%
6Research skillsSoft SkillsProblem-solving skills1 1,9330.190% 3480.132% -0.058%-30.529%
15ResponsibilitySoft SkillsWork ethic2 95,5119.384% 19,8357.520% -1.864%-19.863%
234Self ControlSoft SkillsInterpersonal skills1 740.007% 360.014% 0.006%87.727%
16Self-managementSoft SkillsWork ethic1 5980.059% 1870.071% 0.012%20.669%
250Stress ToleranceSoft SkillsPhysical skills1 770.008% 460.017% 0.010%130.528%
12TeamworkSoft SkillsInterpersonal skills1 39,5963.890% 9,0403.427% -0.463%-11.900%
17Time ManagementSoft SkillsWork ethic2 26,5052.604% 7,7862.952% 0.348%13.356%
268VisualizationSoft SkillsProblem-solving skills1 5,1910.510% 9400.356% -0.154%-30.123%
7Working under pressureSoft SkillsProblem-solving skills1 3620.036% 1940.074% 0.038%106.800%
21Written CommunicationsSoft SkillsLanguage skills3 140,42213.797% 27,50310.428% -3.369%-24.421%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 189,42118.611% 97,96137.142% 18.530%99.564%
172Account managementBusiness SkillsManagement skills1 9,7840.961% 2,0510.778% -0.184%-19.108%
22AccountingBusiness SkillsBusiness processes4 268,87626.418% 106,69040.451% 14.033%53.119%
1263Accounting softwareBusiness SkillsBusiness processes7 38,8193.814% 29,79811.298% 7.484%196.210%
174AdministrationBusiness SkillsManagement skills3 366,86036.046% 133,44550.595% 14.550%40.365%
1313AnalystBusiness SkillsProject management1 191,60618.826% 64,65524.514% 5.688%30.212%
175Application managementBusiness SkillsManagement skills5 59,7645.872% 14,3015.422% -0.450%-7.661%
150Asset managementBusiness SkillsBusiness processes1 14,6141.436% 3,0211.145% -0.290%-20.230%
151AuditingBusiness SkillsBusiness processes4 92,6149.100% 40,54615.373% 6.273%68.938%
1264Auditing softwareBusiness SkillsBusiness processes1 1220.012% 230.009% -0.003%-27.251%
152BillingBusiness SkillsBusiness processes1 53,5955.266% 32,32012.254% 6.988%132.704%
1314Business AnalystBusiness SkillsProject management1 82,5498.111% 45,44417.230% 9.119%112.433%
35Business IntelligenceBusiness SkillsStrategy skills1 38,1453.748% 9,8583.738% -0.010%-0.274%
155Business performance management (BPM)Business SkillsBusiness processes2 5,0080.492% 1,2600.478% -0.014%-2.913%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 22,7622.236% 1,7460.662% -1.574%-70.400%
36Business StrategyBusiness SkillsStrategy skills3 207,58520.396% 41,40515.699% -4.698%-23.031%
182Calendar and schedulingBusiness SkillsProject management3 41,5574.083% 8,0553.054% -1.029%-25.204%
156Capacity planningBusiness SkillsBusiness processes1 15,7541.548% 3,9621.502% -0.046%-2.953%
28Change ManagementBusiness SkillsManagement skills1 36,0353.541% 10,7404.072% 0.531%15.010%
24Contracting and legalBusiness SkillsBusiness processes2 137,76013.535% 50,97719.328% 5.792%42.793%
176CoordinationBusiness SkillsManagement skills1 49,8474.898% 10,8284.105% -0.792%-16.176%
157Cost accountingBusiness SkillsBusiness processes1 2,4360.239% 2910.110% -0.129%-53.903%
158Cost estimationBusiness SkillsBusiness processes1 9420.093% 1350.051% -0.041%-44.698%
1312Customer SupportBusiness SkillsBusiness processes6 217,71221.391% 70,92526.891% 5.500%25.711%
1339EducationBusiness SkillsIndustry Segment1 10,6791.049% 2,2240.843% -0.206%-19.636%
1333EnergyBusiness SkillsIndustry Segment1 42,1914.145% 9,0553.433% -0.712%-17.182%
1340EntertainmentBusiness SkillsIndustry Segment1 155,53515.282% 89,26933.846% 18.564%121.477%
1319EnvironmentalBusiness SkillsEnvironmental13 101,0899.932% 47,19317.893% 7.961%80.148%
1320Environmental StrategyBusiness SkillsEnvironmental5 1,7740.174% 4760.180% 0.006%3.540%
161FinancialBusiness SkillsBusiness processes2 381,10237.445% 135,85751.510% 14.065%37.562%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 1,7700.174% 1380.052% -0.122%-69.914%
1332Health CareBusiness SkillsIndustry Segment2 307,99430.262% 119,07345.146% 14.884%49.186%
177Human resourcesBusiness SkillsManagement skills2 215,43421.167% 100,47938.096% 16.929%79.977%
1336InsuranceBusiness SkillsIndustry Segment1 4,9760.489% 1,2770.484% -0.005%-0.970%
1316Managing/SupervisionBusiness SkillsManagement skills5 532,70352.340% 161,89361.381% 9.041%17.273%
1334ManufacturingBusiness SkillsIndustry Segment2 175,35317.229% 66,34125.153% 7.924%45.991%
26MarketingBusiness SkillsBusiness processes1 258,33125.382% 105,55940.022% 14.640%57.680%
185MonitoringBusiness SkillsProject management1 90,8488.926% 22,1288.390% -0.536%-6.010%
179NegotiationBusiness SkillsManagement skills1 39,4123.872% 9,9823.785% -0.088%-2.266%
163Operation and ControlBusiness SkillsBusiness processes2 4510.044% 1080.041% -0.003%-7.593%
29Outsourcing ManagementBusiness SkillsManagement skills3 75,4667.415% 8,3873.180% -4.235%-57.114%
167ProcurementBusiness SkillsBusiness processes1 63,0066.191% 33,12812.560% 6.370%102.894%
1290Project Management softwareBusiness SkillsProject management2 29,4522.894% 7,5492.862% -0.032%-1.092%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 181,48417.832% 43,67116.558% -1.274%-7.144%
168QualityBusiness SkillsBusiness processes1 275,39127.058% 85,21532.309% 5.251%19.405%
1337Real EstateBusiness SkillsIndustry Segment2 159,82115.703% 92,06334.905% 19.202%122.284%
1335RetailBusiness SkillsIndustry Segment2 351,18134.505% 127,81748.461% 13.956%40.448%
34Risk ManagementBusiness SkillsProject management1 30,5963.006% 6,9152.622% -0.384%-12.786%
169Service OrientationBusiness SkillsBusiness processes1 7,7130.758% 1,7890.678% -0.080%-10.496%
27Supply Chain ManagementBusiness SkillsBusiness processes3 64,9036.377% 34,50013.081% 6.704%105.121%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 2,2300.219% 5020.190% -0.029%-13.133%
178TeachingBusiness SkillsManagement skills7 196,72319.329% 96,18536.468% 17.139%88.673%
190TimekeepingBusiness SkillsProject management3 66,3676.521% 31,20911.833% 5.312%81.461%
1296Timekeeping softwareBusiness SkillsProject management1 1,0010.098% 2350.089% -0.009%-9.408%
171Total quality management (TQM)Business SkillsBusiness processes2 1,0030.099% 2180.083% -0.016%-16.129%
180TroubleshootingBusiness SkillsManagement skills1 93,2999.167% 24,5469.307% 0.140%1.522%
181VerificationBusiness SkillsManagement skills1 18,9331.860% 4,1821.586% -0.275%-14.764%
1338Waste ManagementBusiness SkillsIndustry Segment1 7150.070% 1960.074% 0.004%5.781%
191WorkflowBusiness SkillsProject management1 35,4163.480% 9,8283.726% 0.246%7.083%
31Working GloballyBusiness SkillsManagement skills3 8,8570.870% 1,0410.395% -0.476%-54.645%
32Working with Virtual TeamsBusiness SkillsManagement skills2 1,5220.150% 3300.125% -0.024%-16.333%
514GLTechnical SkillsSoftware development3 1,2190.120% 1920.073% -0.047%-39.221%
987Access servers & softwareTechnical SkillsNetwork10 28,6842.818% 7,1982.729% -0.089%-3.166%
38Agile Development MethodsTechnical SkillsSoftware development3 9,4070.924% 3,5201.335% 0.410%44.394%
304Algorithmic softwareTechnical SkillsBusiness applications1 60.001% 20.001% 0.000%28.628%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 9340.092% 1330.050% -0.041%-45.051%
1352AndroidTechnical SkillsMobile Platforms1 2,2550.222% 1,6370.621% 0.399%180.130%
1351Apple iOSTechnical SkillsMobile Platforms6 4,0250.395% 2,5570.969% 0.574%145.144%
120Apple operating systemsTechnical SkillsBusiness applications6 13,0091.278% 3,7961.439% 0.161%12.600%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 36,5033.587% 28,82210.928% 7.341%204.686%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 80.001% 00.000% -0.001%-100.000%
1265Backup & RecoveryTechnical SkillsTechnical applications16 76,6717.533% 16,6896.328% -1.206%-16.005%
1353BlackberryTechnical SkillsMobile Platforms2 7,6160.748% 2,4070.913% 0.164%21.957%
336Borland DelphiTechnical SkillsBusiness applications1 9680.095% 2600.099% 0.003%3.647%
337Borland JBuilderTechnical SkillsBusiness applications1 7780.076% 1240.047% -0.029%-38.497%
338Borland ParadoxTechnical SkillsBusiness applications1 750.007% 120.005% -0.003%-38.259%
72Business Continuity PlanningTechnical SkillsHardware2 34,2853.369% 3,6161.371% -1.998%-59.301%
352Cadence OpusTechnical SkillsBusiness applications1 8450.083% 3750.142% 0.059%71.250%
868CalculatorsTechnical SkillsHardware1 5660.056% 290.011% -0.045%-80.229%
39CASE ToolsTechnical SkillsSoftware development1 81,2787.986% 37,11714.073% 6.087%76.221%
367Categorization or classification softwareTechnical SkillsBusiness applications1 2,5310.249% 6250.237% -0.012%-4.711%
112CertificationTechnical SkillsMisc3 224,80822.088% 69,42726.323% 4.235%19.172%
78CiscoTechnical SkillsHardware1 175,72917.266% 72,72027.572% 10.305%59.686%
1009Cisco Systems IOSTechnical SkillsNetwork1 4,3340.426% 1,7030.646% 0.220%51.629%
40Client-ServerTechnical SkillsSoftware development1 28,7802.828% 3,3661.276% -1.552%-54.868%
1011Cluster server softwareTechnical SkillsNetwork8 12,8471.262% 2,7891.057% -0.205%-16.227%
1151Compatibility testingTechnical SkillsSoftware development1 1840.018% 580.022% 0.004%21.637%
1152CompilersTechnical SkillsSoftware development4 7,5580.743% 1,1270.427% -0.315%-42.459%
1255Compliance softwareTechnical SkillsTechnical applications3 5,6990.560% 1,5180.576% 0.016%2.785%
385Computer aided design (CAD)Technical SkillsBusiness applications12 43,8584.309% 29,88311.330% 7.021%162.925%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 1,8420.181% 6030.229% 0.048%26.324%
875Computer diagnosticsTechnical SkillsHardware5 31,9633.140% 6,8742.606% -0.534%-17.011%
1107Computer forensicsTechnical SkillsSecurity1 3,1060.305% 2750.104% -0.201%-65.834%
1266Computer HardwareTechnical SkillsHardware12 22,7672.237% 4,3791.660% -0.577%-25.779%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications1 34,5523.395% 28,90310.958% 7.564%222.795%
1015Computer serversTechnical SkillsNetwork6 74,6037.330% 18,0026.825% -0.505%-6.885%
1267Computer UtilitiesTechnical SkillsMisc1 1900.019% 400.015% -0.004%-18.761%
59Content ManagerTechnical SkillsBusiness applications1 1,0840.107% 2570.097% -0.009%-8.513%
878ControllersTechnical SkillsHardware2 4,9180.483% 8430.320% -0.164%-33.855%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 5830.057% 1190.045% -0.012%-21.235%
407Customer information control system (CICS)Technical SkillsBusiness applications2 3,9130.384% 7600.288% -0.096%-25.052%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 80,0857.869% 40,65115.413% 7.544%95.874%
953Data acquisition systemsTechnical SkillsInformation mgmt1 3,2230.317% 5300.201% -0.116%-36.544%
955Data compression softwareTechnical SkillsInformation mgmt1 1,3940.137% 3490.132% -0.005%-3.391%
956Data conversion softwareTechnical SkillsInformation mgmt1 4,2660.419% 1,1840.449% 0.030%7.100%
958Data dictionaryTechnical SkillsInformation mgmt1 2,0690.203% 6200.235% 0.032%15.635%
959Data entryTechnical SkillsInformation mgmt1 170,45616.748% 91,67634.759% 18.011%107.539%
962Data mappingTechnical SkillsInformation mgmt1 3,5170.346% 1,2310.467% 0.121%35.065%
67Data MiningTechnical SkillsInformation mgmt4 45,5274.473% 30,84911.696% 7.223%161.474%
963Data modelingTechnical SkillsInformation mgmt1 20,8632.050% 6,1972.350% 0.300%14.620%
68Data WarehousingTechnical SkillsInformation mgmt2 35,3743.476% 10,2333.880% 0.404%11.629%
69Database AdministrationTechnical SkillsInformation mgmt12 51,3955.050% 11,2094.250% -0.800%-15.841%
969Database design softwareTechnical SkillsInformation mgmt15 33,6393.305% 8,5873.256% -0.049%-1.496%
1268Database ReportingTechnical SkillsInformation mgmt2 12,6661.244% 3,1171.182% -0.063%-5.037%
1269Database SecurityTechnical SkillsInformation mgmt1 620.006% 130.005% -0.001%-19.089%
1270Database ServersTechnical SkillsInformation mgmt3 9,9280.975% 2,1050.798% -0.177%-18.182%
1271Database TestingTechnical SkillsInformation mgmt1 3810.037% 930.035% -0.002%-5.808%
1160DebuggingTechnical SkillsSoftware development7 37,3683.672% 9,6933.675% 0.004%0.096%
418Desktop publishing softwareTechnical SkillsBusiness applications13 15,8441.557% 1,9660.745% -0.811%-52.118%
1272Development EnvironmentTechnical SkillsSoftware development13 29,3292.882% 5,8582.221% -0.661%-22.926%
1273Digital ImagingTechnical SkillsHardware1 2510.025% 290.011% -0.014%-55.416%
883Digital Signal Processor (DSP)Technical SkillsHardware2 1,1630.114% 2020.077% -0.038%-32.976%
423Disk operating system (DOS)Technical SkillsBusiness applications1 2,4280.239% 4680.177% -0.061%-25.620%
1307Doctor of PhilosophyTechnical SkillsMisc3 59,7975.875% 2,7171.030% -4.845%-82.467%
973Document management softwareTechnical SkillsInformation mgmt4 8,9050.875% 2,1080.799% -0.076%-8.653%
1020Domain name system (DNS)Technical SkillsNetwork3 23,4452.304% 5,5612.108% -0.195%-8.471%
61DreamweaverTechnical SkillsSoftware development1 5,9240.582% 9220.350% -0.232%-39.942%
54DSS/GDSSTechnical SkillsBusiness applications5 12,5451.233% 2,5490.966% -0.266%-21.593%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 370.004% 10.000% -0.003%-89.571%
62EclipseTechnical SkillsSoftware development1 10,7111.052% 2,8961.098% 0.046%4.334%
1308Electronic CommerceTechnical SkillsBusiness applications2 37,1403.649% 7,1222.700% -0.949%-26.003%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 6,5850.647% 1,8620.706% 0.059%9.114%
1023Electronic mail softwareTechnical SkillsNetwork8 15,2191.495% 3,7541.423% -0.072%-4.816%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 49,1974.834% 12,6584.799% -0.035%-0.715%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications13 80,0507.865% 39,43314.951% 7.086%90.088%
1321Environmental CertificationTechnical SkillsEnvironmental1 760.007% 130.005% -0.003%-33.994%
1328Environmental CleanupTechnical SkillsEnvironmental1 5940.058% 3880.147% 0.089%152.059%
1329Environmental EnergyTechnical SkillsEnvironmental18 2,8930.284% 6060.230% -0.054%-19.168%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 2,4360.239% 3860.146% -0.093%-38.854%
1327Environmental PollutionTechnical SkillsEnvironmental15 34,1093.351% 29,28711.104% 7.753%231.331%
1324Environmental Pollution ControlTechnical SkillsEnvironmental6 1,8850.185% 3230.122% -0.063%-33.878%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental3 2620.026% 380.014% -0.011%-44.032%
1326Environmental Product StewardshipTechnical SkillsEnvironmental10 44,1594.339% 13,7565.216% 0.877%20.207%
1331Environmental ScienceTechnical SkillsEnvironmental1 900.009% 00.000% -0.009%-100.000%
1322Environmental TechnologyTechnical SkillsEnvironmental2 1660.016% 270.010% -0.006%-37.236%
461Expert system softwareTechnical SkillsBusiness applications1 3640.036% 730.028% -0.008%-22.611%
1359FacebookTechnical SkillsSocial Networking1 9,2770.912% 8,1513.090% 2.179%239.047%
463Facilities management softwareTechnical SkillsBusiness applications4 6,5290.642% 7580.287% -0.354%-55.200%
468Flight control softwareTechnical SkillsBusiness applications1 890.009% 110.004% -0.005%-52.306%
469Flowchart softwareTechnical SkillsBusiness applications4 2,2150.218% 6780.257% 0.039%18.117%
1112Fraud DetectionTechnical SkillsSecurity1 3,5660.350% 8880.337% -0.014%-3.908%
63FrontPageTechnical SkillsSoftware development1 7680.075% 950.036% -0.039%-52.267%
475Fund accounting softwareTechnical SkillsBusiness applications1 3920.039% 1140.043% 0.005%12.221%
1260GamingTechnical SkillsMisc2 14,3131.406% 5,6692.149% 0.743%52.838%
113Generic databasesTechnical SkillsInformation mgmt2 95,3629.370% 23,4568.893% -0.476%-5.085%
1365Google AppsTechnical SkillsBusiness applications4 1,2960.127% 7430.282% 0.154%121.228%
1364Google PlusTechnical SkillsSocial Networking1 10.000% 10.000% 0.000%285.884%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications27 83,8248.236% 37,99614.406% 6.170%74.915%
484Graphic softwareTechnical SkillsBusiness applications15 94,5709.292% 43,96016.667% 7.375%79.375%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 10,7591.057% 2,4450.927% -0.130%-12.307%
1323Green ITTechnical SkillsEnvironmental8 2,7490.270% 9560.362% 0.092%34.196%
893Guidance systemsTechnical SkillsHardware1 660.006% 320.012% 0.006%87.095%
895Hardware description language (HDL)Technical SkillsHardware2 770.008% 140.005% -0.002%-29.839%
1277Hardware DesignTechnical SkillsHardware19 4,2580.418% 7900.300% -0.119%-28.406%
1278Hardware TestingTechnical SkillsHardware4 1,4760.145% 2370.090% -0.055%-38.039%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 4790.047% 420.016% -0.031%-66.165%
492Helpdesk or call centerTechnical SkillsBusiness applications2 116,43811.441% 50,91919.306% 7.865%68.749%
114IBM databasesTechnical SkillsInformation mgmt2 18,9981.867% 4,9841.890% 0.023%1.234%
121IBM operating systemsTechnical SkillsBusiness applications4 22,4392.205% 4,0801.547% -0.658%-29.836%
898Image capture devicesTechnical SkillsHardware8 3,8160.375% 7160.271% -0.103%-27.596%
524Industrial control softwareTechnical SkillsBusiness applications3 3,1630.311% 5940.225% -0.086%-27.532%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 9,4040.924% 2,3660.897% -0.027%-2.913%
899InfraredTechnical SkillsHardware1 2,7800.273% 230.009% -0.264%-96.807%
1180InstallationTechnical SkillsSoftware development1 81,4087.999% 16,0146.072% -1.927%-24.092%
901Interface definition language (IDL)Technical SkillsHardware1 1200.012% 160.006% -0.006%-48.549%
536Internet browser softwareTechnical SkillsBusiness applications4 4,6610.458% 8350.317% -0.141%-30.870%
541Inventory management softwareTechnical SkillsBusiness applications3 4,3180.424% 9520.361% -0.063%-14.923%
73IT Architecture/StandardsTechnical SkillsHardware2 11,7701.156% 1,7430.661% -0.496%-42.855%
1357Java METechnical SkillsMobile Platforms2 3790.037% 360.014% -0.024%-63.346%
1035KernelTechnical SkillsNetwork1 3,7800.371% 7480.284% -0.088%-23.640%
907LasersTechnical SkillsHardware1 2820.028% 300.011% -0.016%-58.949%
1038License management softwareTechnical SkillsNetwork1 4690.046% 1430.054% 0.008%17.658%
1361LinkedInTechnical SkillsSocial Networking1 8,4480.830% 1,5740.597% -0.233%-28.104%
908Mainframe computersTechnical SkillsHardware2 56,6075.562% 33,46212.687% 7.125%128.107%
124Mainframe operating systemsTechnical SkillsBusiness applications7 15,1131.485% 2,1970.833% -0.652%-43.903%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 20,3582.000% 4,1441.571% -0.429%-21.451%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 5,7590.566% 1,4830.562% -0.004%-0.631%
1281Medical softwareTechnical SkillsBusiness applications8 8,4890.834% 1,9030.722% -0.113%-13.495%
115Microsoft databasesTechnical SkillsInformation mgmt5 99,0039.727% 25,7339.757% 0.029%0.300%
119Microsoft operating systemsTechnical SkillsBusiness applications4 157,40815.466% 34,31813.012% -2.454%-15.870%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 1,4730.145% 6850.260% 0.115%79.450%
625MultimediaTechnical SkillsBusiness applications1 121,88411.976% 61,69623.392% 11.416%95.329%
1362MySpaceTechnical SkillsSocial Networking1 6400.063% 1560.059% -0.004%-5.941%
74Network administrationTechnical SkillsHardware11 98,7629.704% 41,84515.865% 6.162%63.497%
1282Network Administration softwareTechnical SkillsNetwork17 45,4094.462% 11,1204.216% -0.246%-5.503%
1283Network HardwareTechnical SkillsNetwork11 34,5743.397% 7,3972.805% -0.592%-17.441%
1284Network Monitoring softwareTechnical SkillsNetwork13 18,7491.842% 4,9591.880% 0.038%2.064%
1059Network operation system software (NOS)Technical SkillsNetwork2 1,8470.181% 6680.253% 0.072%39.562%
1122Network securityTechnical SkillsSecurity1 25,5992.515% 5,9062.239% -0.276%-10.972%
1285Network Security softwareTechnical SkillsSecurity31 62,3046.122% 13,5185.125% -0.996%-16.275%
1286Network softwareTechnical SkillsNetwork5 12,4721.225% 3,1361.189% -0.036%-2.972%
1287Network TestingTechnical SkillsNetwork11 20,4502.009% 2,1580.818% -1.191%-59.279%
1065Novell network softwareTechnical SkillsNetwork2 1,3600.134% 1580.060% -0.074%-55.169%
643OberonTechnical SkillsBusiness applications1 1040.010% 40.002% -0.009%-85.158%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 58,1205.711% 13,8525.252% -0.459%-8.031%
1288Office ApplicationsTechnical SkillsBusiness applications13 161,43315.861% 33,75912.800% -3.062%-19.304%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 7,5610.743% 2,0390.773% 0.030%4.063%
116Open-source databasesTechnical SkillsInformation mgmt4 27,3372.686% 7,2842.762% 0.076%2.820%
118Open-source operating systemsTechnical SkillsBusiness applications8 86,0918.459% 21,3208.083% -0.375%-4.438%
56Operating SystemsTechnical SkillsBusiness applications3 64,2496.313% 16,0556.087% -0.226%-3.573%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 5490.054% 940.036% -0.018%-33.929%
117Oracle databasesTechnical SkillsInformation mgmt1 164,13316.127% 59,15122.427% 6.300%39.067%
1354Palm OSTechnical SkillsMobile Platforms3 2330.023% 890.034% 0.011%47.398%
1289Physical ToolsTechnical SkillsHardware1 460.005% 70.003% -0.002%-41.279%
683Point of sale (POS)Technical SkillsBusiness applications3 4,5930.451% 1,1420.433% -0.018%-4.054%
931PrintersTechnical SkillsHardware3 9,4560.929% 2,1080.799% -0.130%-13.976%
43ProgrammingTechnical SkillsSoftware development1 160,14415.735% 34,43613.056% -2.679%-17.023%
700ProvisioningTechnical SkillsBusiness applications1 9,7890.962% 2,8171.068% 0.106%11.047%
1258Rate ControlTechnical SkillsTechnical applications1 70.001% 10.000% -0.000%-44.874%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 9,8450.967% 2,4110.914% -0.053%-5.499%
1077Remote control softwareTechnical SkillsNetwork2 1,0570.104% 2510.095% -0.009%-8.366%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 5320.052% 1180.045% -0.008%-14.409%
1262RoboticsTechnical SkillsHardware2 2,1360.210% 3540.134% -0.076%-36.047%
1318RSATechnical SkillsSecurity1 2,4630.242% 1,0200.387% 0.145%59.806%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 8,7140.856% 2,2380.849% -0.008%-0.894%
44SDLCTechnical SkillsSoftware development7 80,7447.933% 24,4909.285% 1.352%17.040%
1132Secure shell (SSH)Technical SkillsSecurity1 690.007% 250.009% 0.003%39.813%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 10,0690.989% 2,2140.839% -0.150%-15.151%
76SecurityTechnical SkillsHardware4 670,50665.880% 262,14099.390% 33.510%50.865%
1315Security ClearanceTechnical SkillsMisc2 101,4259.965% 10,6834.050% -5.915%-59.355%
1135Security testing softwareTechnical SkillsSecurity1 1,8900.186% 3590.136% -0.050%-26.702%
60Sharepoint ServerTechnical SkillsBusiness applications1 3,6550.359% 1,1160.423% 0.064%17.824%
1084Signal generatorsTechnical SkillsNetwork1 2090.021% 520.020% -0.001%-3.991%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 6,6330.652% 1,3150.499% -0.153%-23.498%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 15,8281.555% 4,9971.895% 0.339%21.826%
1220Simulation softwareTechnical SkillsSoftware development5 11,4331.123% 1,2220.463% -0.660%-58.755%
1366Social NetworkTechnical SkillsSocial Networking1 1,7700.174% 5860.222% 0.048%27.756%
1358Social NetworkingTechnical SkillsSocial Networking1 5,7090.561% 1,1780.447% -0.114%-20.376%
42Software DevelopmentTechnical SkillsSoftware development2 279,16427.429% 87,70033.251% 5.822%21.226%
1291Software Development softwareTechnical SkillsSoftware development2 1,4240.140% 2810.107% -0.033%-23.853%
1309Software EngineeringTechnical SkillsSoftware development1 184,86518.164% 76,64329.059% 10.895%59.983%
1292Software InstallationTechnical SkillsSoftware development4 83,5938.213% 20,9697.950% -0.263%-3.202%
1223Software librariesTechnical SkillsSoftware development1 1010.010% 360.014% 0.004%37.543%
1293Software MaintenanceTechnical SkillsSoftware development1 3,3660.331% 1,0700.406% 0.075%22.667%
1294Software TestingTechnical SkillsSoftware development14 68,7776.758% 18,5407.029% 0.272%4.022%
1225Source code management (SCM)Technical SkillsSoftware development5 18,1821.786% 4,8691.846% 0.060%3.337%
1229Static analysis softwareTechnical SkillsSoftware development1 2210.022% 1040.039% 0.018%81.592%
772Statistical analysis softwareTechnical SkillsBusiness applications21 87,5388.601% 40,55715.377% 6.776%78.783%
774Statistical softwareTechnical SkillsBusiness applications1 28,5972.810% 3,1911.210% -1.600%-56.941%
1230Stress testing softwareTechnical SkillsSoftware development1 1,3720.135% 4200.159% 0.024%18.128%
122Sun operating systemsTechnical SkillsBusiness applications3 32,8903.232% 6,9022.617% -0.615%-19.022%
939Surveillance systemsTechnical SkillsHardware5 11,8301.162% 1,1270.427% -0.735%-63.238%
791Symantec softwareTechnical SkillsBusiness applications1 6,5530.644% 1,9160.726% 0.083%12.827%
1355SymbianTechnical SkillsMobile Platforms1 110.001% 40.002% 0.000%40.321%
1310System AdministrationTechnical SkillsNetwork4 60,5085.945% 11,3374.298% -1.647%-27.699%
45System TestingTechnical SkillsSoftware development5 12,6571.244% 3,7411.418% 0.175%14.055%
46Systems AnalysisTechnical SkillsSoftware development8 69,9926.877% 16,7716.359% -0.518%-7.537%
47Systems DesignTechnical SkillsSoftware development1 11,4811.128% 2,2690.860% -0.268%-23.737%
1233Systems EvaluationTechnical SkillsSoftware development1 3280.032% 450.017% -0.015%-47.059%
1234Systems integrationTechnical SkillsSoftware development8 70,5306.930% 9,1533.470% -3.460%-49.922%
75TCP/IPTechnical SkillsHardware3 38,7173.804% 8,5713.250% -0.554%-14.575%
1235Technology DesignTechnical SkillsSoftware development1 1,2360.121% 1860.071% -0.051%-41.930%
1236TemplatesTechnical SkillsSoftware development1 13,0891.286% 3,5831.358% 0.072%5.632%
1239Test implementationTechnical SkillsSoftware development1 2060.020% 480.018% -0.002%-10.085%
1302TestingTechnical SkillsSoftware development1 211,20520.752% 55,09020.887% 0.135%0.653%
1297Training softwareTechnical SkillsBusiness applications3 1,7980.177% 2160.082% -0.095%-53.642%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 1,6600.163% 3120.118% -0.045%-27.472%
1360TwitterTechnical SkillsSocial Networking1 15,2531.499% 2,0520.778% -0.721%-48.087%
123UNIX operating systemsTechnical SkillsBusiness applications5 135,23913.288% 50,67219.212% 5.924%44.585%
1298UNIX ShellsTechnical SkillsBusiness applications4 18,0621.775% 4,8121.824% 0.050%2.806%
48User-Interface DesignTechnical SkillsSoftware development2 70,1546.893% 21,0977.999% 1.106%16.045%
836Video creation and editing softwareTechnical SkillsBusiness applications3 1,5050.148% 3110.118% -0.030%-20.259%
64Visual StudioTechnical SkillsSoftware development1 19,1691.883% 5,5182.092% 0.209%11.081%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 2,1750.214% 1520.058% -0.156%-73.032%
77Voice/Data TelecomTechnical SkillsHardware9 124,51112.234% 29,94411.353% -0.881%-7.198%
1299Web Application ServerTechnical SkillsBusiness applications8 37,7193.706% 8,7333.311% -0.395%-10.657%
1248Web platform development softwareTechnical SkillsSoftware development4 2,4730.243% 5180.196% -0.047%-19.172%
65web programmerTechnical SkillsSoftware development4 55,6015.463% 17,6336.685% 1.222%22.377%
58Web serversTechnical SkillsBusiness applications6 47,8194.698% 11,8374.488% -0.210%-4.479%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 33,8433.325% 8,7083.302% -0.024%-0.710%
1356Windows CETechnical SkillsMobile Platforms4 3,1290.307% 7050.267% -0.040%-13.056%
1102WirelessTechnical SkillsNetwork5 29,9862.946% 7,1372.706% -0.240%-8.155%
1363YouTubeTechnical SkillsSocial Networking2 2320.023% 1480.056% 0.033%146.167%
79.NETProgramming SkillsCurrent1 102,60110.081% 46,81717.751% 7.670%76.079%
209A programming language (APL)Programming SkillsLegacy2 1,1650.114% 2140.081% -0.033%-29.117%
99AdaProgramming SkillsLegacy1 2,8960.285% 4700.178% -0.106%-37.374%
80AJAXProgramming SkillsCurrent1 32,4923.192% 9,0023.413% 0.221%6.910%
192Apple AppleScriptProgramming SkillsCurrent1 880.009% 110.004% -0.004%-51.765%
81ASPProgramming SkillsCurrent2 52,4895.157% 12,2624.649% -0.508%-9.853%
108AssemblyProgramming SkillsLegacy2 1,3760.135% 1910.072% -0.063%-46.436%
211AWKProgramming SkillsLegacy1 8960.088% 2720.103% 0.015%17.143%
212BProgramming SkillsLegacy1 12,8471.262% 6,3342.402% 1.139%90.254%
83C#Programming SkillsCurrent2 88,9078.735% 43,63316.543% 7.808%89.381%
82C/C++Programming SkillsCurrent3 115,84311.382% 46,76617.731% 6.349%55.782%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 38,3473.768% 11,3974.321% 0.553%14.687%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 2160.021% 650.025% 0.003%16.122%
84CGIProgramming SkillsCurrent2 3,9370.387% 1,5490.587% 0.200%51.825%
217ClipperProgramming SkillsLegacy1 910.009% 320.012% 0.003%35.695%
218CLUProgramming SkillsLegacy1 1260.012% 50.002% -0.010%-84.687%
100CobolProgramming SkillsLegacy1 6,3350.622% 1,6030.608% -0.015%-2.356%
85ColdFusionProgramming SkillsCurrent2 5,7080.561% 9990.379% -0.182%-32.464%
219Combined programming language (CPL)Programming SkillsLegacy1 1030.010% 80.003% -0.007%-70.028%
195Component object model (COM)Programming SkillsCurrent1 300.003% 140.005% 0.002%80.079%
125Database programmingProgramming SkillsCurrent3 14,4301.418% 4,0121.521% 0.103%7.288%
196Distributed component object model (DCOM)Programming SkillsCurrent1 8020.079% 1590.060% -0.019%-23.497%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 3,1960.314% 7470.283% -0.031%-9.807%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 1,1590.114% 3690.140% 0.026%22.857%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 6,4800.637% 1,6640.631% -0.006%-0.909%
109ForthProgramming SkillsLegacy1 2,7670.272% 8780.333% 0.061%22.445%
102FortranProgramming SkillsLegacy1 7410.073% 890.034% -0.039%-53.652%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 157,86715.511% 18,5207.022% -8.489%-54.730%
222JProgramming SkillsLegacy1 4,1900.412% 5180.196% -0.215%-52.294%
87Java/J2EE/J2PProgramming SkillsCurrent4 151,81214.916% 57,97021.979% 7.063%47.351%
97JavaScriptProgramming SkillsCurrent3 57,8825.687% 16,7266.342% 0.654%11.508%
89JavaServer FacesProgramming SkillsCurrent3 6,1560.605% 1,5680.595% -0.010%-1.711%
88JavaServer PagesProgramming SkillsCurrent3 25,3092.487% 6,1022.314% -0.173%-6.963%
223Job control language (JCL)Programming SkillsLegacy2 6,0230.592% 8760.332% -0.260%-43.876%
126LAMPProgramming SkillsCurrent1 7,6540.752% 2,0850.791% 0.038%5.117%
104LispProgramming SkillsLegacy1 3920.039% 820.031% -0.007%-19.279%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 2940.029% 860.033% 0.004%12.878%
201Microsoft ActiveXProgramming SkillsCurrent1 7780.076% 1910.072% -0.004%-5.265%
107PascalProgramming SkillsLegacy1 3320.033% 420.016% -0.017%-51.183%
90PerlProgramming SkillsCurrent1 35,7003.508% 8,3813.178% -0.330%-9.409%
91PHPProgramming SkillsCurrent1 24,5072.408% 5,9622.260% -0.147%-6.123%
103PL/1Programming SkillsLegacy2 810.008% 320.012% 0.004%52.448%
105PrologProgramming SkillsLegacy1 5010.049% 190.007% -0.042%-85.366%
95PythonProgramming SkillsCurrent1 14,8531.459% 3,9801.509% 0.050%3.401%
228Register transfer language (RTL)Programming SkillsLegacy1 6,2970.619% 3,8941.476% 0.858%138.627%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 1250.012% 280.011% -0.002%-13.562%
206Scripting languagesProgramming SkillsCurrent1 8,2930.815% 2,3420.888% 0.073%8.976%
101SmalltalkProgramming SkillsLegacy1 1400.014% 320.012% -0.002%-11.798%
92SQLProgramming SkillsCurrent3 223,91022.000% 80,21130.412% 8.412%38.235%
110TCLProgramming SkillsLegacy1 1,4200.140% 3020.115% -0.025%-17.932%
98Unified Modeling LanguageProgramming SkillsCurrent2 20,1581.981% 4,1791.584% -0.396%-20.002%
93Visual BasicProgramming SkillsCurrent6 48,7634.791% 10,7544.077% -0.714%-14.899%
207Web service definition language (WSDL)Programming SkillsCurrent2 4,3990.432% 1,3820.524% 0.092%21.230%
94XMLProgramming SkillsCurrent2 74,9607.365% 18,8677.153% -0.212%-2.875%
1342Computer ScienceMajorsComputer Science2 284,26727.930% 73,31527.797% -0.133%-0.477%
1344Information TechnologyMajorsInformation Technology3 1,017,769100.000% 263,750100.000% 0.000%0.000%
1343Management Information SystemsMajorsManagement Information Systems9 171,48816.849% 41,69715.809% -1.040%-6.173%