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Skill Frequencies: April, 2007 through 2013-09-16

All Degrees

All Degree Programs

2013-09-16Jobs Found:2,998,946Click on column headings to sort
Skill IDSkill NamePrimary CategorySecondary CategoryNumber of SynonymsOccurrencesFrequencyLast 2 years OccurrencesLast 2 years FrequencyLast 2 years Growth/DeclineMovement
252Analytical ThinkingSoft SkillsProblem-solving skills1 6,4800.216% 1,4210.303% 0.087%40.370%
2Attention to DetailsSoft SkillsProblem-solving skills1 9,8350.328% 1,9400.414% 0.086%26.265%
8Conflict ResolutionSoft SkillsInterpersonal skills1 14,9600.499% 3,0190.644% 0.146%29.178%
231CooperationSoft SkillsInterpersonal skills1 23,0980.770% 3,3090.706% -0.064%-8.298%
3CreativitySoft SkillsProblem-solving skills3 82,2982.744% 15,4883.306% 0.562%20.465%
4Critical thinkingSoft SkillsProblem-solving skills3 29,3960.980% 7,0261.500% 0.519%52.995%
1300FlexibilitySoft SkillsWork ethic1 139,9494.667% 15,9113.396% -1.270%-27.225%
232IndependenceSoft SkillsInterpersonal skills1 14,2820.476% 3,0140.643% 0.167%35.086%
13Initiative/Motivation to workSoft SkillsWork ethic5 338,35211.282% 60,21712.853% 1.571%13.922%
256InnovationSoft SkillsProblem-solving skills1 179,7615.994% 39,4928.429% 2.435%40.627%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 281,4519.385% 40,8018.709% -0.676%-7.205%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 1,5890.053% 2180.047% -0.006%-12.181%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 177,5475.920% 36,6507.823% 1.902%32.135%
10LeadershipSoft SkillsInterpersonal skills1 580,08319.343% 90,18119.249% -0.094%-0.487%
258LearningSoft SkillsProblem-solving skills1 240,0768.005% 33,2027.087% -0.919%-11.474%
1Learning AbilitySoft SkillsProblem-solving skills3 45,8411.529% 10,0072.136% 0.607%39.735%
236ListeningSoft SkillsLanguage skills1 68,8632.296% 7,7871.662% -0.634%-27.616%
260MathematicsSoft SkillsProblem-solving skills3 151,7645.061% 22,7944.865% -0.195%-3.859%
261MemorizationSoft SkillsProblem-solving skills1 980.003% 110.002% -0.001%-28.151%
18Negotiation SkillsSoft SkillsLanguage skills1 25,8130.861% 4,2750.912% 0.052%6.012%
262OptimizationSoft SkillsProblem-solving skills1 134,3824.481% 26,9245.747% 1.266%28.249%
19Oral CommunicationsSoft SkillsLanguage skills3 44,6681.489% 7,2891.556% 0.066%4.455%
273PersistenceSoft SkillsWork ethic1 9,6890.323% 2,4960.533% 0.210%64.900%
239PersuasionSoft SkillsLanguage skills1 4,1530.138% 7860.168% 0.029%21.148%
1301Physical SkillSoft SkillsWork ethic2 2,6690.089% 5290.113% 0.024%26.871%
240PresentationsSoft SkillsLanguage skills1 140,0564.670% 21,3924.566% -0.104%-2.230%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 484,58716.159% 103,10822.008% 5.849%36.200%
20Questioning skillsSoft SkillsLanguage skills1 6710.022% 2440.052% 0.030%132.768%
241Reading ComprehensionSoft SkillsLanguage skills1 6950.023% 2270.048% 0.025%109.073%
6Research skillsSoft SkillsProblem-solving skills1 5,0650.169% 7120.152% -0.017%-10.018%
15ResponsibilitySoft SkillsWork ethic2 278,6199.291% 46,7339.975% 0.684%7.367%
234Self ControlSoft SkillsInterpersonal skills1 2270.008% 440.009% 0.002%24.075%
11Self-esteemSoft SkillsInterpersonal skills1 1420.005% 820.018% 0.013%269.642%
16Self-managementSoft SkillsWork ethic1 2,9090.097% 6680.143% 0.046%46.990%
250Stress ToleranceSoft SkillsPhysical skills1 3770.013% 1890.040% 0.028%220.905%
12TeamworkSoft SkillsInterpersonal skills1 116,1663.874% 20,7574.430% 0.557%14.378%
17Time ManagementSoft SkillsWork ethic2 93,4393.116% 20,2334.319% 1.203%38.608%
268VisualizationSoft SkillsProblem-solving skills1 21,2450.708% 3,6810.786% 0.077%10.909%
7Working under pressureSoft SkillsProblem-solving skills1 1,2690.042% 4970.106% 0.064%150.698%
21Written CommunicationsSoft SkillsLanguage skills4 431,66614.394% 73,71615.734% 1.340%9.313%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 238,9397.967% 20,9374.469% -3.499%-43.910%
172Account managementBusiness SkillsManagement skills1 31,9901.067% 3,7510.801% -0.266%-24.943%
22AccountingBusiness SkillsBusiness processes4 421,13914.043% 25,9615.541% -8.502%-60.540%
1263Accounting softwareBusiness SkillsBusiness processes7 52,7481.759% 2,1080.450% -1.309%-74.419%
174AdministrationBusiness SkillsManagement skills3 775,93725.874% 102,96421.977% -3.896%-15.059%
1313AnalystBusiness SkillsProject management1 507,10316.909% 80,47817.178% 0.268%1.587%
175Application managementBusiness SkillsManagement skills5 196,0026.536% 38,6838.257% 1.721%26.333%
150Asset managementBusiness SkillsBusiness processes1 38,8521.296% 6,5461.397% 0.102%7.850%
151AuditingBusiness SkillsBusiness processes4 186,6296.223% 21,8984.674% -1.549%-24.893%
1264Auditing softwareBusiness SkillsBusiness processes1 1980.007% 50.001% -0.006%-83.836%
152BillingBusiness SkillsBusiness processes1 93,3433.113% 8,3101.774% -1.339%-43.013%
1314Business AnalystBusiness SkillsProject management1 193,2786.445% 35,9767.679% 1.234%19.148%
35Business IntelligenceBusiness SkillsStrategy skills1 116,8683.897% 24,6275.257% 1.360%34.888%
155Business performance management (BPM)Business SkillsBusiness processes2 16,5180.551% 3,7560.802% 0.251%45.554%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 53,9911.800% 3,5510.758% -1.042%-57.900%
36Business StrategyBusiness SkillsStrategy skills3 535,41117.853% 85,65218.282% 0.429%2.402%
182Calendar and schedulingBusiness SkillsProject management3 120,3944.015% 17,5523.746% -0.268%-6.679%
156Capacity planningBusiness SkillsBusiness processes1 57,9491.932% 11,7522.508% 0.576%29.814%
28Change ManagementBusiness SkillsManagement skills1 104,5243.485% 23,1524.942% 1.456%41.785%
24Contracting and legalBusiness SkillsBusiness processes2 221,4947.386% 17,0423.638% -3.748%-50.749%
176CoordinationBusiness SkillsManagement skills1 136,7414.560% 22,7744.861% 0.301%6.610%
157Cost accountingBusiness SkillsBusiness processes1 5,3270.178% 3710.079% -0.098%-55.419%
158Cost estimationBusiness SkillsBusiness processes1 2,4330.081% 2780.059% -0.022%-26.859%
1312Customer SupportBusiness SkillsBusiness processes6 587,29719.583% 90,21819.257% -0.327%-1.669%
1339EducationBusiness SkillsIndustry Segment1 26,9480.899% 4,4090.941% 0.043%4.730%
1333EnergyBusiness SkillsIndustry Segment1 141,7744.727% 23,7245.064% 0.336%7.114%
1340EntertainmentBusiness SkillsIndustry Segment1 199,9246.666% 8,6011.836% -4.831%-72.461%
1319EnvironmentalBusiness SkillsEnvironmental14 139,7484.660% 9,8152.095% -2.565%-55.043%
1320Environmental StrategyBusiness SkillsEnvironmental5 8,9310.298% 2,4180.516% 0.218%73.306%
161FinancialBusiness SkillsBusiness processes2 776,43625.890% 94,77920.230% -5.660%-21.862%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 4,0810.136% 7690.164% 0.028%20.619%
1332Health CareBusiness SkillsIndustry Segment2 528,28317.616% 55,89511.931% -5.685%-32.273%
177Human resourcesBusiness SkillsManagement skills2 291,3599.715% 14,7323.144% -6.571%-67.634%
1336InsuranceBusiness SkillsIndustry Segment1 15,8290.528% 3,4610.739% 0.211%39.960%
1316Managing/SupervisionBusiness SkillsManagement skills5 1,277,72442.606% 157,68933.658% -8.948%-21.001%
1334ManufacturingBusiness SkillsIndustry Segment2 300,65310.025% 23,6505.048% -4.977%-49.647%
26MarketingBusiness SkillsBusiness processes1 440,64814.693% 33,2697.101% -7.592%-51.671%
185MonitoringBusiness SkillsProject management1 301,72510.061% 58,78012.546% 2.485%24.702%
179NegotiationBusiness SkillsManagement skills1 99,9023.331% 16,5033.522% 0.191%5.741%
163Operation and ControlBusiness SkillsBusiness processes2 1,6370.055% 1620.035% -0.020%-36.654%
29Outsourcing ManagementBusiness SkillsManagement skills3 116,0743.870% 9,8262.097% -1.773%-45.813%
167ProcurementBusiness SkillsBusiness processes1 97,1073.238% 8,2151.753% -1.485%-45.848%
1290Project Management softwareBusiness SkillsProject management2 80,6432.689% 15,3603.279% 0.589%21.922%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 516,75017.231% 88,94318.985% 1.753%10.176%
168QualityBusiness SkillsBusiness processes1 825,65327.531% 149,91431.999% 4.467%16.225%
1337Real EstateBusiness SkillsIndustry Segment2 174,5885.822% 2,5700.549% -5.273%-90.577%
1335RetailBusiness SkillsIndustry Segment2 681,45522.723% 79,55216.980% -5.743%-25.274%
34Risk ManagementBusiness SkillsProject management1 82,0642.736% 12,5012.668% -0.068%-2.490%
169Service OrientationBusiness SkillsBusiness processes1 20,5740.686% 3,9880.851% 0.165%24.077%
27Supply Chain ManagementBusiness SkillsBusiness processes3 123,7304.126% 13,2802.835% -1.291%-31.296%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 6,4040.214% 8720.186% -0.027%-12.839%
178TeachingBusiness SkillsManagement skills7 248,2038.276% 11,8802.536% -5.741%-69.362%
190TimekeepingBusiness SkillsProject management3 96,4613.216% 5,5531.185% -2.031%-63.150%
1296Timekeeping softwareBusiness SkillsProject management1 3,2400.108% 5440.116% 0.008%7.476%
171Total quality management (TQM)Business SkillsBusiness processes2 3,7860.126% 5240.112% -0.014%-11.405%
180TroubleshootingBusiness SkillsManagement skills1 346,90111.567% 71,97115.362% 3.794%32.803%
181VerificationBusiness SkillsManagement skills1 82,5002.751% 13,6632.916% 0.165%6.010%
1338Waste ManagementBusiness SkillsIndustry Segment1 3,3730.112% 2320.050% -0.063%-55.972%
191WorkflowBusiness SkillsProject management1 121,4664.050% 24,2785.182% 1.132%27.942%
31Working GloballyBusiness SkillsManagement skills3 21,3220.711% 1,1580.247% -0.464%-65.235%
32Working with Virtual TeamsBusiness SkillsManagement skills2 4,5700.152% 8080.172% 0.020%13.175%
514GLTechnical SkillsSoftware development3 4,8820.163% 4890.104% -0.058%-35.884%
987Access servers & softwareTechnical SkillsNetwork10 84,4912.817% 17,2443.681% 0.863%30.642%
38Agile Development MethodsTechnical SkillsSoftware development3 59,6241.988% 19,8304.233% 2.244%112.891%
304Algorithmic softwareTechnical SkillsBusiness applications1 1040.003% 40.001% -0.003%-75.380%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 3,5090.117% 3680.079% -0.038%-32.869%
1352AndroidTechnical SkillsMobile Platforms2 24,7490.825% 13,7722.940% 2.114%256.201%
1351Apple iOSTechnical SkillsMobile Platforms6 26,5060.884% 12,5962.689% 1.805%204.190%
120Apple operating systemsTechnical SkillsBusiness applications6 62,3092.078% 18,2783.901% 1.824%87.773%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 41,7221.391% 4380.093% -1.298%-93.280%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 1240.004% 70.001% -0.003%-63.865%
1265Backup & RecoveryTechnical SkillsTechnical applications16 230,3617.681% 42,8019.136% 1.454%18.933%
1353BlackberryTechnical SkillsMobile Platforms2 25,6450.855% 6,1091.304% 0.449%52.484%
336Borland DelphiTechnical SkillsBusiness applications1 4,5940.153% 6510.139% -0.014%-9.292%
337Borland JBuilderTechnical SkillsBusiness applications1 3,9410.131% 3390.072% -0.059%-44.938%
338Borland ParadoxTechnical SkillsBusiness applications1 2930.010% 240.005% -0.005%-47.568%
72Business Continuity PlanningTechnical SkillsHardware2 54,0651.803% 6,7511.441% -0.362%-20.070%
352Cadence OpusTechnical SkillsBusiness applications1 1,6470.055% 5210.111% 0.056%102.489%
868CalculatorsTechnical SkillsHardware1 3,0560.102% 940.020% -0.082%-80.311%
39CASE ToolsTechnical SkillsSoftware development1 166,9985.569% 21,6644.624% -0.944%-16.961%
367Categorization or classification softwareTechnical SkillsBusiness applications1 11,6770.389% 2,1870.467% 0.077%19.887%
112CertificationTechnical SkillsMisc3 542,99918.106% 84,81518.103% -0.003%-0.016%
78CiscoTechnical SkillsHardware1 263,6478.791% 25,4925.441% -3.350%-38.108%
1009Cisco Systems IOSTechnical SkillsNetwork1 26,0740.869% 13,3712.854% 1.985%228.256%
40Client-ServerTechnical SkillsSoftware development1 73,5992.454% 9,3732.001% -0.454%-18.480%
1011Cluster server softwareTechnical SkillsNetwork8 42,8491.429% 9,1781.959% 0.530%37.108%
1147CMAKETechnical SkillsSoftware development1 1130.004% 810.017% 0.014%358.842%
1151Compatibility testingTechnical SkillsSoftware development1 9160.031% 2430.052% 0.021%69.811%
1152CompilersTechnical SkillsSoftware development5 30,1701.006% 3,6170.772% -0.234%-23.259%
1255Compliance softwareTechnical SkillsTechnical applications3 14,9430.498% 2,4850.530% 0.032%6.450%
385Computer aided design (CAD)Technical SkillsBusiness applications12 62,5882.087% 2,8960.618% -1.469%-70.381%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 5,0370.168% 4680.100% -0.068%-40.526%
875Computer diagnosticsTechnical SkillsHardware5 115,9953.868% 19,9914.267% 0.399%10.319%
1107Computer forensicsTechnical SkillsSecurity1 7,6840.256% 6390.136% -0.120%-46.768%
1266Computer HardwareTechnical SkillsHardware15 68,4972.284% 10,0642.148% -0.136%-5.951%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications1 36,2531.209% 3770.080% -1.128%-93.343%
1015Computer serversTechnical SkillsNetwork6 266,9708.902% 51,09910.907% 2.005%22.520%
1267Computer UtilitiesTechnical SkillsMisc1 1,5100.050% 2670.057% 0.007%13.185%
59Content ManagerTechnical SkillsBusiness applications1 3,3630.112% 4210.090% -0.022%-19.867%
878ControllersTechnical SkillsHardware2 16,9890.566% 2,6250.560% -0.006%-1.095%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 2,5350.085% 3230.069% -0.016%-18.439%
407Customer information control system (CICS)Technical SkillsBusiness applications2 12,2040.407% 1,8420.393% -0.014%-3.385%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 181,9696.068% 26,4875.654% -0.414%-6.827%
953Data acquisition systemsTechnical SkillsInformation mgmt1 14,4410.482% 1,9030.406% -0.075%-15.648%
955Data compression softwareTechnical SkillsInformation mgmt1 9,8920.330% 1,8410.393% 0.063%19.131%
956Data conversion softwareTechnical SkillsInformation mgmt1 13,0930.437% 2,6920.575% 0.138%31.611%
958Data dictionaryTechnical SkillsInformation mgmt1 7,6130.254% 1,6150.345% 0.091%35.792%
959Data entryTechnical SkillsInformation mgmt1 181,0706.038% 1,6700.356% -5.681%-94.096%
962Data mappingTechnical SkillsInformation mgmt1 12,7340.425% 3,2340.690% 0.266%62.567%
67Data MiningTechnical SkillsInformation mgmt5 81,9862.734% 7,2911.556% -1.178%-43.075%
963Data modelingTechnical SkillsInformation mgmt1 84,7812.827% 19,5324.169% 1.342%47.470%
68Data WarehousingTechnical SkillsInformation mgmt2 132,2914.411% 28,8746.163% 1.752%39.712%
69Database AdministrationTechnical SkillsInformation mgmt12 178,1065.939% 34,2667.314% 1.375%23.152%
969Database design softwareTechnical SkillsInformation mgmt15 146,6194.889% 28,0815.994% 1.105%22.597%
1268Database ReportingTechnical SkillsInformation mgmt3 48,8821.630% 8,4581.805% 0.175%10.758%
1269Database SecurityTechnical SkillsInformation mgmt2 4120.014% 1640.035% 0.021%154.802%
1270Database ServersTechnical SkillsInformation mgmt3 41,5431.385% 5,9291.266% -0.120%-8.643%
1271Database TestingTechnical SkillsInformation mgmt1 1,9660.066% 3790.081% 0.015%23.399%
1160DebuggingTechnical SkillsSoftware development7 179,3065.979% 37,2307.947% 1.968%32.909%
418Desktop publishing softwareTechnical SkillsBusiness applications13 43,7731.460% 4,6841.000% -0.460%-31.504%
1272Development EnvironmentTechnical SkillsSoftware development13 124,8424.163% 25,8945.527% 1.364%32.768%
1273Digital ImagingTechnical SkillsHardware1 2,0040.067% 640.014% -0.053%-79.557%
883Digital Signal Processor (DSP)Technical SkillsHardware2 8,9140.297% 8730.186% -0.111%-37.310%
423Disk operating system (DOS)Technical SkillsBusiness applications1 9,2050.307% 1,4100.301% -0.006%-1.949%
1307Doctor of PhilosophyTechnical SkillsMisc3 151,2395.043% 9,2871.982% -3.061%-60.693%
973Document management softwareTechnical SkillsInformation mgmt4 27,6170.921% 4,5420.969% 0.049%5.275%
1020Domain name system (DNS)Technical SkillsNetwork3 84,4972.818% 16,9863.626% 0.808%28.679%
61DreamweaverTechnical SkillsSoftware development1 17,4040.580% 2,0150.430% -0.150%-25.889%
54DSS/GDSSTechnical SkillsBusiness applications5 36,8751.230% 5,5921.194% -0.036%-2.929%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 1120.004% 100.002% -0.002%-42.847%
62EclipseTechnical SkillsSoftware development1 53,7021.791% 13,2572.830% 1.039%58.020%
1308Electronic CommerceTechnical SkillsBusiness applications2 124,5004.151% 27,9885.974% 1.822%43.899%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 23,8630.796% 4,8661.039% 0.243%30.528%
1023Electronic mail softwareTechnical SkillsNetwork8 46,4011.547% 8,4881.812% 0.264%17.094%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 143,1724.774% 25,6235.469% 0.695%14.559%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications14 184,1486.140% 24,0965.143% -0.997%-16.240%
1321Environmental CertificationTechnical SkillsEnvironmental1 2270.008% 430.009% 0.002%21.255%
1328Environmental CleanupTechnical SkillsEnvironmental1 7560.025% 2890.062% 0.036%144.699%
1329Environmental EnergyTechnical SkillsEnvironmental21 9,1960.307% 1,3790.294% -0.012%-4.011%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 7,8800.263% 1,0900.233% -0.030%-11.457%
1327Environmental PollutionTechnical SkillsEnvironmental15 38,6401.288% 1,0010.214% -1.075%-83.417%
1324Environmental Pollution ControlTechnical SkillsEnvironmental6 4,7480.158% 2990.064% -0.095%-59.690%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental4 1,3930.046% 2020.043% -0.003%-7.177%
1326Environmental Product StewardshipTechnical SkillsEnvironmental10 48,5821.620% 7840.167% -1.453%-89.670%
1331Environmental ScienceTechnical SkillsEnvironmental1 1,1180.037% 00.000% -0.037%-100.000%
1322Environmental TechnologyTechnical SkillsEnvironmental2 5870.020% 420.009% -0.011%-54.200%
461Expert system softwareTechnical SkillsBusiness applications1 1,0610.035% 1490.032% -0.004%-10.107%
1359FacebookTechnical SkillsSocial Networking1 133,7684.461% 122,97126.248% 21.787%488.446%
463Facilities management softwareTechnical SkillsBusiness applications4 10,3650.346% 1,0580.226% -0.120%-34.661%
468Flight control softwareTechnical SkillsBusiness applications1 9130.030% 600.013% -0.018%-57.933%
469Flowchart softwareTechnical SkillsBusiness applications4 7,4470.248% 1,5910.340% 0.091%36.756%
1112Fraud DetectionTechnical SkillsSecurity1 13,4440.448% 2,2260.475% 0.027%5.987%
63FrontPageTechnical SkillsSoftware development1 3,1000.103% 1320.028% -0.075%-72.744%
475Fund accounting softwareTechnical SkillsBusiness applications1 1,5320.051% 2260.048% -0.003%-5.571%
1260GamingTechnical SkillsMisc2 55,3401.845% 8,0751.724% -0.122%-6.597%
113Generic databasesTechnical SkillsInformation mgmt2 401,09413.374% 77,65916.576% 3.201%23.937%
1365Google AppsTechnical SkillsBusiness applications4 9,6350.321% 1,9210.410% 0.089%27.624%
1364Google PlusTechnical SkillsSocial Networking1 9310.031% 9230.197% 0.166%534.612%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications27 184,3676.148% 22,6034.825% -1.323%-21.524%
484Graphic softwareTechnical SkillsBusiness applications15 243,7528.128% 38,0158.114% -0.014%-0.170%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 56,7141.891% 9,0311.928% 0.036%1.930%
1323Green ITTechnical SkillsEnvironmental8 8,4590.282% 1,5270.326% 0.044%15.552%
893Guidance systemsTechnical SkillsHardware1 1580.005% 120.003% -0.003%-51.384%
895Hardware description language (HDL)Technical SkillsHardware2 8510.028% 860.018% -0.010%-35.312%
1277Hardware DesignTechnical SkillsHardware19 21,6780.723% 2,6330.562% -0.161%-22.252%
1278Hardware TestingTechnical SkillsHardware4 8,2670.276% 6840.146% -0.130%-47.038%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 1,2740.042% 910.019% -0.023%-54.278%
492Helpdesk or call centerTechnical SkillsBusiness applications2 191,4996.386% 17,7913.797% -2.588%-40.531%
114IBM databasesTechnical SkillsInformation mgmt2 76,0522.536% 14,4623.087% 0.551%21.723%
121IBM operating systemsTechnical SkillsBusiness applications4 66,2372.209% 9,9572.125% -0.083%-3.776%
898Image capture devicesTechnical SkillsHardware8 12,8010.427% 1,8370.392% -0.035%-8.141%
524Industrial control softwareTechnical SkillsBusiness applications3 11,6030.387% 1,3290.284% -0.103%-26.682%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 38,4861.283% 7,1401.524% 0.241%18.755%
899InfraredTechnical SkillsHardware1 4,5790.153% 1090.023% -0.129%-84.763%
1180InstallationTechnical SkillsSoftware development1 251,1518.375% 41,1108.775% 0.400%4.778%
901Interface definition language (IDL)Technical SkillsHardware1 1,1010.037% 590.013% -0.024%-65.698%
536Internet browser softwareTechnical SkillsBusiness applications4 18,3440.612% 2,5850.552% -0.060%-9.797%
541Inventory management softwareTechnical SkillsBusiness applications3 14,3720.479% 2,1980.469% -0.010%-2.104%
73IT Architecture/StandardsTechnical SkillsHardware2 23,8800.796% 3,6260.774% -0.022%-2.804%
1357Java METechnical SkillsMobile Platforms2 1,2840.043% 1050.022% -0.020%-47.654%
1035KernelTechnical SkillsNetwork1 29,2170.974% 3,8610.824% -0.150%-15.410%
907LasersTechnical SkillsHardware1 8640.029% 390.008% -0.020%-71.106%
1038License management softwareTechnical SkillsNetwork1 1,6790.056% 3270.070% 0.014%24.668%
1361LinkedInTechnical SkillsSocial Networking1 19,9000.664% 5,9611.272% 0.609%91.744%
908Mainframe computersTechnical SkillsHardware2 104,1703.474% 9,8102.094% -1.380%-39.719%
124Mainframe operating systemsTechnical SkillsBusiness applications7 44,2611.476% 5,3641.145% -0.331%-22.425%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 68,1152.271% 11,5752.471% 0.199%8.776%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 17,2290.575% 2,3160.494% -0.080%-13.953%
1281Medical softwareTechnical SkillsBusiness applications9 20,4700.683% 2,6280.561% -0.122%-17.820%
115Microsoft databasesTechnical SkillsInformation mgmt5 394,42913.152% 83,51317.825% 4.673%35.532%
119Microsoft operating systemsTechnical SkillsBusiness applications4 598,03119.941% 100,16421.380% 1.438%7.212%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 10,8900.363% 4,7631.017% 0.654%179.968%
625MultimediaTechnical SkillsBusiness applications1 140,9614.700% 3,2870.702% -3.999%-85.074%
1362MySpaceTechnical SkillsSocial Networking1 5,0640.169% 2550.054% -0.114%-67.767%
74Network administrationTechnical SkillsHardware12 235,1147.840% 30,8346.581% -1.258%-16.053%
1282Network Administration softwareTechnical SkillsNetwork17 138,5664.620% 28,4076.063% 1.443%31.228%
1283Network HardwareTechnical SkillsNetwork11 111,4543.716% 19,3044.120% 0.404%10.868%
1284Network Monitoring softwareTechnical SkillsNetwork14 68,1452.272% 14,3663.066% 0.794%34.945%
1059Network operation system software (NOS)Technical SkillsNetwork2 3,6510.122% 7010.150% 0.028%22.903%
1122Network securityTechnical SkillsSecurity1 84,9632.833% 16,7093.566% 0.733%25.886%
1285Network Security softwareTechnical SkillsSecurity33 190,4616.351% 35,1537.503% 1.152%18.144%
1286Network softwareTechnical SkillsNetwork5 48,2661.609% 9,1001.942% 0.333%20.686%
1287Network TestingTechnical SkillsNetwork11 49,8561.662% 7,7381.652% -0.011%-0.650%
1065Novell network softwareTechnical SkillsNetwork2 5,2280.174% 3340.071% -0.103%-59.105%
643OberonTechnical SkillsBusiness applications1 1660.006% 30.001% -0.005%-88.432%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 325,80810.864% 66,32314.156% 3.292%30.304%
1288Office ApplicationsTechnical SkillsBusiness applications13 438,70314.629% 69,75814.890% 0.261%1.784%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 34,1661.139% 6,6961.429% 0.290%25.452%
116Open-source databasesTechnical SkillsInformation mgmt4 134,4744.484% 31,7936.786% 2.302%51.339%
118Open-source operating systemsTechnical SkillsBusiness applications8 425,35614.184% 81,39517.373% 3.190%22.490%
56Operating SystemsTechnical SkillsBusiness applications3 256,9228.567% 44,6209.524% 0.957%11.169%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 1,7980.060% 2260.048% -0.012%-19.541%
117Oracle databasesTechnical SkillsInformation mgmt1 525,24717.514% 94,37820.145% 2.630%15.017%
1354Palm OSTechnical SkillsMobile Platforms3 2,9230.097% 5990.128% 0.030%31.176%
1289Physical ToolsTechnical SkillsHardware1 1870.006% 160.003% -0.003%-45.231%
683Point of sale (POS)Technical SkillsBusiness applications3 15,7640.526% 3,5910.766% 0.241%45.816%
931PrintersTechnical SkillsHardware3 26,4990.884% 4,7321.010% 0.126%14.307%
43ProgrammingTechnical SkillsSoftware development1 719,13123.979% 125,01226.683% 2.704%11.276%
700ProvisioningTechnical SkillsBusiness applications1 34,1361.138% 7,7411.652% 0.514%45.158%
1258Rate ControlTechnical SkillsTechnical applications1 1750.006% 140.003% -0.003%-48.791%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 40,4841.350% 5,6211.200% -0.150%-11.124%
1077Remote control softwareTechnical SkillsNetwork2 2,9300.098% 5350.114% 0.016%16.881%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 1,7360.058% 2870.061% 0.003%5.825%
1262RoboticsTechnical SkillsHardware2 10,5120.351% 1,9200.410% 0.059%16.916%
1318RSATechnical SkillsSecurity1 12,6300.421% 2,3100.493% 0.072%17.075%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 50,6501.689% 15,6923.349% 1.660%98.315%
44SDLCTechnical SkillsSoftware development7 321,24510.712% 73,79915.752% 5.040%47.052%
1132Secure shell (SSH)Technical SkillsSecurity1 2670.009% 740.016% 0.007%77.409%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 35,6321.188% 7,5301.607% 0.419%35.273%
76SecurityTechnical SkillsHardware4 1,854,77261.847% 467,13999.709% 37.861%61.217%
1315Security ClearanceTechnical SkillsMisc2 277,4749.252% 19,3404.128% -5.124%-55.384%
1135Security testing softwareTechnical SkillsSecurity1 6,2370.208% 1,0920.233% 0.025%12.074%
60Sharepoint ServerTechnical SkillsBusiness applications1 11,6470.388% 2,9000.619% 0.231%59.382%
1084Signal generatorsTechnical SkillsNetwork1 6340.021% 950.020% -0.001%-4.084%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 25,9070.864% 4,3380.926% 0.062%7.184%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 87,9562.933% 21,8124.656% 1.723%58.740%
1220Simulation softwareTechnical SkillsSoftware development5 47,3811.580% 4,4760.955% -0.625%-39.530%
1366Social NetworkTechnical SkillsSocial Networking1 6,9720.232% 1,4020.299% 0.067%28.720%
1358Social NetworkingTechnical SkillsSocial Networking1 20,9530.699% 2,4020.513% -0.186%-26.619%
42Software DevelopmentTechnical SkillsSoftware development2 788,31426.286% 112,74924.066% -2.221%-8.448%
1291Software Development softwareTechnical SkillsSoftware development2 5,7350.191% 6540.140% -0.052%-27.004%
1309Software EngineeringTechnical SkillsSoftware development1 485,34816.184% 60,84212.986% -3.197%-19.757%
1292Software InstallationTechnical SkillsSoftware development4 298,7049.960% 60,69712.956% 2.995%30.072%
1223Software librariesTechnical SkillsSoftware development1 8010.027% 2420.052% 0.025%93.392%
1293Software MaintenanceTechnical SkillsSoftware development1 19,4730.649% 4,4490.950% 0.300%46.247%
1294Software TestingTechnical SkillsSoftware development14 295,2539.845% 61,08813.039% 3.194%32.440%
1225Source code management (SCM)Technical SkillsSoftware development5 93,6833.124% 19,4814.158% 1.034%33.109%
1229Static analysis softwareTechnical SkillsSoftware development1 1,6990.057% 4460.095% 0.039%68.034%
772Statistical analysis softwareTechnical SkillsBusiness applications23 234,0837.806% 31,4416.711% -1.095%-14.023%
774Statistical softwareTechnical SkillsBusiness applications1 101,6203.389% 11,0072.349% -1.039%-30.666%
1230Stress testing softwareTechnical SkillsSoftware development1 6,8590.229% 1,4350.306% 0.078%33.921%
122Sun operating systemsTechnical SkillsBusiness applications3 138,3604.614% 18,2693.899% -0.714%-15.480%
939Surveillance systemsTechnical SkillsHardware5 30,8891.030% 2,6500.566% -0.464%-45.084%
791Symantec softwareTechnical SkillsBusiness applications1 21,4320.715% 5,2031.111% 0.396%55.399%
1355SymbianTechnical SkillsMobile Platforms1 1090.004% 270.006% 0.002%58.560%
1310System AdministrationTechnical SkillsNetwork4 196,5456.554% 30,6046.532% -0.022%-0.328%
45System TestingTechnical SkillsSoftware development5 58,4081.948% 12,4432.656% 0.708%36.367%
46Systems AnalysisTechnical SkillsSoftware development8 246,8338.231% 40,8298.715% 0.484%5.882%
47Systems DesignTechnical SkillsSoftware development1 41,7681.393% 6,4451.376% -0.017%-1.228%
1233Systems EvaluationTechnical SkillsSoftware development1 4810.016% 750.016% -0.000%-0.190%
1234Systems integrationTechnical SkillsSoftware development8 186,9376.233% 24,0315.129% -1.104%-17.713%
75TCP/IPTechnical SkillsHardware3 163,5045.452% 28,0775.993% 0.541%9.920%
1235Technology DesignTechnical SkillsSoftware development1 3,2640.109% 4930.105% -0.004%-3.316%
1236TemplatesTechnical SkillsSoftware development1 44,0381.468% 9,2281.970% 0.501%34.133%
1239Test implementationTechnical SkillsSoftware development1 9580.032% 2010.043% 0.011%34.303%
1302TestingTechnical SkillsSoftware development1 835,70827.867% 167,88535.834% 7.968%28.592%
1297Training softwareTechnical SkillsBusiness applications3 3,7860.126% 3900.083% -0.043%-34.061%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 4,4370.148% 7240.155% 0.007%4.449%
1360TwitterTechnical SkillsSocial Networking1 38,5451.285% 6,7381.438% 0.153%11.897%
123UNIX operating systemsTechnical SkillsBusiness applications5 495,23116.514% 71,94815.357% -1.157%-7.003%
1298UNIX ShellsTechnical SkillsBusiness applications4 92,1313.072% 19,2094.100% 1.028%33.461%
48User-Interface DesignTechnical SkillsSoftware development2 187,3626.248% 33,9637.249% 1.002%16.033%
836Video creation and editing softwareTechnical SkillsBusiness applications3 11,0090.367% 1,8530.396% 0.028%7.742%
64Visual StudioTechnical SkillsSoftware development1 90,5733.020% 21,8384.661% 1.641%54.337%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 4,5700.152% 6000.128% -0.024%-15.959%
77Voice/Data TelecomTechnical SkillsHardware10 287,0069.570% 34,2727.315% -2.255%-23.563%
1299Web Application ServerTechnical SkillsBusiness applications8 141,3194.712% 25,1225.362% 0.650%13.792%
1248Web platform development softwareTechnical SkillsSoftware development5 9,8350.328% 1,5730.336% 0.008%2.379%
65web programmerTechnical SkillsSoftware development4 82,9982.768% 4,3740.934% -1.834%-66.266%
58Web serversTechnical SkillsBusiness applications6 205,0276.837% 39,8898.514% 1.678%24.537%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 142,1924.741% 29,3176.258% 1.516%31.978%
1356Windows CETechnical SkillsMobile Platforms4 18,1900.607% 3,4250.731% 0.125%20.527%
1102WirelessTechnical SkillsNetwork5 122,3454.080% 18,3373.914% -0.166%-4.060%
1363YouTubeTechnical SkillsSocial Networking2 4,7180.157% 9180.196% 0.039%24.549%
79.NETProgramming SkillsCurrent1 336,63311.225% 62,72413.388% 2.163%19.271%
209A programming language (APL)Programming SkillsLegacy2 4,5410.151% 3740.080% -0.072%-47.280%
99AdaProgramming SkillsLegacy1 11,4250.381% 1,3830.295% -0.086%-22.514%
80AJAXProgramming SkillsCurrent1 172,7155.759% 37,1027.919% 2.160%37.507%
192Apple AppleScriptProgramming SkillsCurrent1 3890.013% 770.016% 0.003%26.706%
81ASPProgramming SkillsCurrent2 218,2087.276% 42,2029.008% 1.732%23.799%
108AssemblyProgramming SkillsLegacy2 8,9350.298% 7170.153% -0.145%-48.633%
211AWKProgramming SkillsLegacy1 5,8650.196% 1,2250.261% 0.066%33.698%
212BProgramming SkillsLegacy1 38,6741.290% 5,9581.272% -0.018%-1.386%
83C#Programming SkillsCurrent2 306,92310.234% 62,39513.318% 3.084%30.130%
82C/C++Programming SkillsCurrent3 502,67116.762% 68,78314.681% -2.080%-12.410%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 182,7786.095% 50,20710.716% 4.622%75.831%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 6950.023% 2450.052% 0.029%125.651%
84CGIProgramming SkillsCurrent2 18,4140.614% 5,3411.140% 0.526%85.665%
217ClipperProgramming SkillsLegacy1 4720.016% 1510.032% 0.016%104.782%
218CLUProgramming SkillsLegacy1 3180.011% 100.002% -0.008%-79.871%
100CobolProgramming SkillsLegacy1 23,8760.796% 3,7170.793% -0.003%-0.348%
85ColdFusionProgramming SkillsCurrent2 21,3230.711% 2,5780.550% -0.161%-22.609%
219Combined programming language (CPL)Programming SkillsLegacy1 4690.016% 310.007% -0.009%-57.690%
195Component object model (COM)Programming SkillsCurrent1 5150.017% 1810.039% 0.021%124.972%
125Database programmingProgramming SkillsCurrent3 72,5112.418% 13,1882.815% 0.397%16.421%
196Distributed component object model (DCOM)Programming SkillsCurrent1 5,3560.179% 5650.121% -0.058%-32.475%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 17,4460.582% 3,1550.673% 0.092%15.760%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 4,7570.159% 9890.211% 0.052%33.082%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 33,1111.104% 5,9301.266% 0.162%14.641%
109ForthProgramming SkillsLegacy1 7,3810.246% 1,8730.400% 0.154%62.435%
102FortranProgramming SkillsLegacy1 5,0010.167% 3850.082% -0.085%-50.721%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 543,82418.134% 74,53415.909% -2.225%-12.269%
222JProgramming SkillsLegacy1 11,6630.389% 1,6690.356% -0.033%-8.399%
87Java/J2EE/J2PProgramming SkillsCurrent4 639,85321.336% 118,79925.357% 4.021%18.847%
97JavaScriptProgramming SkillsCurrent3 309,11710.308% 73,60015.710% 5.402%52.409%
89JavaServer FacesProgramming SkillsCurrent3 26,1460.872% 5,4061.154% 0.282%32.351%
88JavaServer PagesProgramming SkillsCurrent3 118,4693.950% 20,8754.456% 0.505%12.792%
223Job control language (JCL)Programming SkillsLegacy2 15,9080.530% 2,1610.461% -0.069%-13.045%
126LAMPProgramming SkillsCurrent1 29,9020.997% 6,9861.491% 0.494%49.549%
104LispProgramming SkillsLegacy1 1,8770.063% 3070.066% 0.003%4.696%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 1,3270.044% 2580.055% 0.011%24.453%
201Microsoft ActiveXProgramming SkillsCurrent1 5,0320.168% 5560.119% -0.049%-29.272%
107PascalProgramming SkillsLegacy1 1,5770.053% 1860.040% -0.013%-24.502%
90PerlProgramming SkillsCurrent1 212,1137.073% 35,6127.601% 0.528%7.470%
91PHPProgramming SkillsCurrent1 115,6253.856% 23,2644.966% 1.110%28.792%
103PL/1Programming SkillsLegacy3 4980.017% 680.015% -0.002%-12.595%
105PrologProgramming SkillsLegacy1 1,3200.044% 1350.029% -0.015%-34.534%
95PythonProgramming SkillsCurrent1 109,5033.651% 26,8825.738% 2.086%57.142%
228Register transfer language (RTL)Programming SkillsLegacy1 32,1251.071% 12,3562.637% 1.566%146.202%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 1,0610.035% 2380.051% 0.015%43.588%
206Scripting languagesProgramming SkillsCurrent1 54,9061.831% 10,9192.331% 0.500%27.297%
101SmalltalkProgramming SkillsLegacy1 9910.033% 1040.022% -0.011%-32.824%
92SQLProgramming SkillsCurrent3 862,29228.753% 175,71337.505% 8.752%30.439%
110TCLProgramming SkillsLegacy1 14,5950.487% 1,8820.402% -0.085%-17.459%
98Unified Modeling LanguageProgramming SkillsCurrent2 91,4143.048% 13,8022.946% -0.102%-3.354%
93Visual BasicProgramming SkillsCurrent6 206,3156.880% 32,5596.950% 0.070%1.017%
207Web service definition language (WSDL)Programming SkillsCurrent2 21,9030.730% 4,5200.965% 0.234%32.096%
94XMLProgramming SkillsCurrent2 364,34412.149% 68,66914.657% 2.508%20.644%
1342Computer ScienceMajorsComputer Science2 2,045,86768.220% 370,81379.148% 10.929%16.020%
1344Information TechnologyMajorsInformation Technology3 1,402,54046.768% 160,12134.177% -12.591%-26.922%
1343Management Information SystemsMajorsManagement Information Systems9 797,27326.585% 127,49127.212% 0.627%2.360%

mis Degrees

Management Information Systems

2013-09-16Jobs Found:797,038Click on column headings to sort
Skill IDSkill NamePrimary CategorySecondary CategoryNumber of SynonymsOccurrencesFrequencyLast 2 years OccurrencesLast 2 years FrequencyLast 2 years Growth/DeclineMovement
252Analytical ThinkingSoft SkillsProblem-solving skills1 2,0390.256% 5060.397% 0.141%55.151%
2Attention to DetailsSoft SkillsProblem-solving skills1 2,9320.368% 4550.357% -0.011%-2.979%
8Conflict ResolutionSoft SkillsInterpersonal skills1 5,0550.634% 9500.745% 0.111%17.496%
231CooperationSoft SkillsInterpersonal skills1 8,9381.121% 1,1320.888% -0.233%-20.818%
3CreativitySoft SkillsProblem-solving skills3 21,4032.685% 4,2673.347% 0.662%24.643%
4Critical thinkingSoft SkillsProblem-solving skills3 9,9111.243% 2,3871.872% 0.629%50.576%
1300FlexibilitySoft SkillsWork ethic1 27,0993.400% 4,8383.795% 0.395%11.618%
232IndependenceSoft SkillsInterpersonal skills1 4,2360.531% 9370.735% 0.204%38.294%
13Initiative/Motivation to workSoft SkillsWork ethic5 107,84413.531% 19,00214.905% 1.375%10.160%
256InnovationSoft SkillsProblem-solving skills1 61,9167.768% 12,0819.476% 1.708%21.989%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 94,72111.884% 15,33112.026% 0.142%1.192%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 5960.075% 1090.086% 0.011%14.341%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 60,8057.629% 12,0749.471% 1.842%24.146%
10LeadershipSoft SkillsInterpersonal skills1 183,30022.998% 30,62224.020% 1.022%4.446%
258LearningSoft SkillsProblem-solving skills1 43,2495.426% 8,9927.053% 1.627%29.987%
1Learning AbilitySoft SkillsProblem-solving skills3 13,1781.653% 2,8762.256% 0.603%36.446%
236ListeningSoft SkillsLanguage skills1 13,0371.636% 2,7372.147% 0.511%31.255%
260MathematicsSoft SkillsProblem-solving skills3 46,4905.833% 7,5915.954% 0.122%2.084%
261MemorizationSoft SkillsProblem-solving skills1 140.002% 80.006% 0.005%257.258%
18Negotiation SkillsSoft SkillsLanguage skills1 9,2421.160% 1,4911.170% 0.010%0.863%
262OptimizationSoft SkillsProblem-solving skills1 32,1554.034% 6,7185.270% 1.235%30.621%
19Oral CommunicationsSoft SkillsLanguage skills3 13,5731.703% 2,1941.721% 0.018%1.060%
273PersistenceSoft SkillsWork ethic1 2,4560.308% 6880.540% 0.232%75.138%
239PersuasionSoft SkillsLanguage skills1 1,5890.199% 2860.224% 0.025%12.528%
1301Physical SkillSoft SkillsWork ethic2 1,1050.139% 2300.180% 0.042%30.132%
240PresentationsSoft SkillsLanguage skills1 45,3245.687% 7,5875.951% 0.265%4.655%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 159,78420.047% 31,91825.037% 4.989%24.888%
20Questioning skillsSoft SkillsLanguage skills1 1690.021% 760.060% 0.038%181.156%
241Reading ComprehensionSoft SkillsLanguage skills1 1720.022% 650.051% 0.029%136.268%
6Research skillsSoft SkillsProblem-solving skills1 1,4750.185% 2510.197% 0.012%6.390%
15ResponsibilitySoft SkillsWork ethic2 93,30011.706% 14,93111.712% 0.006%0.052%
234Self ControlSoft SkillsInterpersonal skills1 1110.014% 270.021% 0.007%52.076%
11Self-esteemSoft SkillsInterpersonal skills1 250.003% 90.007% 0.004%125.073%
16Self-managementSoft SkillsWork ethic1 1,0060.126% 1790.140% 0.014%11.244%
250Stress ToleranceSoft SkillsPhysical skills1 1550.019% 870.068% 0.049%250.919%
12TeamworkSoft SkillsInterpersonal skills1 42,8215.373% 6,7615.303% -0.069%-1.287%
17Time ManagementSoft SkillsWork ethic2 31,6993.977% 6,2334.889% 0.912%22.934%
268VisualizationSoft SkillsProblem-solving skills1 4,7600.597% 8510.668% 0.070%11.774%
7Working under pressureSoft SkillsProblem-solving skills1 3840.048% 1190.093% 0.045%93.747%
21Written CommunicationsSoft SkillsLanguage skills4 125,53015.750% 21,18216.615% 0.866%5.497%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 27,3393.430% 6,2124.873% 1.443%42.059%
172Account managementBusiness SkillsManagement skills1 10,5241.320% 1,3541.062% -0.258%-19.563%
22AccountingBusiness SkillsBusiness processes4 109,61313.753% 11,1588.752% -5.000%-36.358%
1263Accounting softwareBusiness SkillsBusiness processes7 5,0190.630% 6160.483% -0.147%-23.267%
174AdministrationBusiness SkillsManagement skills3 233,50829.297% 39,04530.627% 1.330%4.540%
1313AnalystBusiness SkillsProject management1 199,31325.007% 31,68524.854% -0.153%-0.611%
175Application managementBusiness SkillsManagement skills5 65,9268.271% 12,5959.880% 1.608%19.443%
150Asset managementBusiness SkillsBusiness processes1 15,7401.975% 2,4771.943% -0.032%-1.612%
151AuditingBusiness SkillsBusiness processes4 74,1129.298% 11,0388.658% -0.640%-6.885%
1264Auditing softwareBusiness SkillsBusiness processes1 1740.022% 40.003% -0.019%-85.628%
152BillingBusiness SkillsBusiness processes1 23,3722.932% 2,8382.226% -0.706%-24.083%
1314Business AnalystBusiness SkillsProject management1 61,6137.730% 12,75710.007% 2.276%29.448%
35Business IntelligenceBusiness SkillsStrategy skills1 38,6704.852% 8,5696.722% 1.870%38.540%
155Business performance management (BPM)Business SkillsBusiness processes2 4,5630.572% 1,1470.900% 0.327%57.157%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 16,2882.044% 1,7031.336% -0.708%-34.632%
36Business StrategyBusiness SkillsStrategy skills3 172,79721.680% 28,49822.354% 0.674%3.109%
182Calendar and schedulingBusiness SkillsProject management3 40,9715.140% 6,5985.176% 0.035%0.683%
156Capacity planningBusiness SkillsBusiness processes1 18,4562.316% 3,9723.116% 0.800%34.552%
28Change ManagementBusiness SkillsManagement skills1 39,7244.984% 8,7066.829% 1.845%37.021%
24Contracting and legalBusiness SkillsBusiness processes2 53,7626.745% 6,3885.011% -1.734%-25.714%
176CoordinationBusiness SkillsManagement skills1 52,6486.605% 8,6506.785% 0.180%2.720%
157Cost accountingBusiness SkillsBusiness processes1 2,7530.345% 1670.131% -0.214%-62.075%
158Cost estimationBusiness SkillsBusiness processes1 9450.119% 1480.116% -0.002%-2.085%
1312Customer SupportBusiness SkillsBusiness processes6 189,54423.781% 31,61824.801% 1.020%4.290%
1339EducationBusiness SkillsIndustry Segment1 9,0501.135% 1,6961.330% 0.195%17.165%
1333EnergyBusiness SkillsIndustry Segment1 51,3586.444% 8,2256.452% 0.008%0.126%
1340EntertainmentBusiness SkillsIndustry Segment1 13,1771.653% 1,7731.391% -0.262%-15.878%
1319EnvironmentalBusiness SkillsEnvironmental14 20,2952.546% 3,3892.658% 0.112%4.400%
1320Environmental StrategyBusiness SkillsEnvironmental5 1,1950.150% 3960.311% 0.161%107.180%
161FinancialBusiness SkillsBusiness processes2 215,55027.044% 31,11324.405% -2.639%-9.757%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 1,5410.193% 5310.417% 0.223%115.433%
1332Health CareBusiness SkillsIndustry Segment2 129,59016.259% 18,28914.346% -1.913%-11.766%
177Human resourcesBusiness SkillsManagement skills2 49,2296.176% 6,0214.723% -1.454%-23.534%
1336InsuranceBusiness SkillsIndustry Segment1 6,1600.773% 1,1500.902% 0.129%16.718%
1316Managing/SupervisionBusiness SkillsManagement skills5 367,91646.160% 51,91440.722% -5.439%-11.782%
1334ManufacturingBusiness SkillsIndustry Segment2 58,3357.319% 7,3895.796% -1.523%-20.809%
26MarketingBusiness SkillsBusiness processes1 72,9339.151% 8,4296.612% -2.539%-27.744%
185MonitoringBusiness SkillsProject management1 106,58313.372% 20,12415.785% 2.413%18.045%
179NegotiationBusiness SkillsManagement skills1 35,9364.509% 5,9534.670% 0.161%3.568%
163Operation and ControlBusiness SkillsBusiness processes2 6210.078% 810.064% -0.014%-18.452%
29Outsourcing ManagementBusiness SkillsManagement skills3 25,2103.163% 3,1522.472% -0.691%-21.831%
167ProcurementBusiness SkillsBusiness processes1 21,8932.747% 3,3492.627% -0.120%-4.362%
1290Project Management softwareBusiness SkillsProject management2 31,6683.973% 5,5284.336% 0.363%9.136%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 189,39023.762% 32,04325.135% 1.373%5.778%
168QualityBusiness SkillsBusiness processes1 236,96729.731% 43,75534.322% 4.591%15.441%
1337Real EstateBusiness SkillsIndustry Segment2 8,5991.079% 8240.646% -0.433%-40.090%
1335RetailBusiness SkillsIndustry Segment2 154,71719.411% 27,02121.195% 1.784%9.190%
34Risk ManagementBusiness SkillsProject management1 35,7514.485% 5,2834.144% -0.341%-7.613%
169Service OrientationBusiness SkillsBusiness processes1 7,2320.907% 1,4031.101% 0.193%21.288%
27Supply Chain ManagementBusiness SkillsBusiness processes3 27,9803.510% 4,9183.858% 0.347%9.891%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 2,2400.281% 3230.253% -0.028%-9.848%
178TeachingBusiness SkillsManagement skills7 27,5533.457% 4,1933.289% -0.168%-4.857%
190TimekeepingBusiness SkillsProject management3 20,7372.602% 2,0361.597% -1.005%-38.616%
1296Timekeeping softwareBusiness SkillsProject management1 1,3990.176% 2300.180% 0.005%2.785%
171Total quality management (TQM)Business SkillsBusiness processes2 1,3650.171% 1480.116% -0.055%-32.213%
180TroubleshootingBusiness SkillsManagement skills1 107,64413.506% 22,46517.622% 4.116%30.478%
181VerificationBusiness SkillsManagement skills1 23,1652.906% 4,2973.371% 0.464%15.972%
1338Waste ManagementBusiness SkillsIndustry Segment1 1,9350.243% 1430.112% -0.131%-53.796%
191WorkflowBusiness SkillsProject management1 44,1695.542% 8,4396.620% 1.078%19.452%
31Working GloballyBusiness SkillsManagement skills3 4,2780.537% 1860.146% -0.391%-72.817%
32Working with Virtual TeamsBusiness SkillsManagement skills2 1,4360.180% 2780.218% 0.038%21.035%
514GLTechnical SkillsSoftware development3 2,0710.260% 1980.155% -0.105%-40.227%
987Access servers & softwareTechnical SkillsNetwork10 29,3183.678% 6,3244.961% 1.282%34.858%
38Agile Development MethodsTechnical SkillsSoftware development3 10,4161.307% 3,6112.832% 1.526%116.744%
304Algorithmic softwareTechnical SkillsBusiness applications1 370.005% 00.000% -0.005%-100.000%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 6650.083% 570.045% -0.039%-46.411%
1352AndroidTechnical SkillsMobile Platforms2 2,3340.293% 1,6971.331% 1.038%354.570%
1351Apple iOSTechnical SkillsMobile Platforms6 2,4420.306% 1,5761.236% 0.930%303.488%
120Apple operating systemsTechnical SkillsBusiness applications6 12,1581.525% 3,6002.824% 1.298%85.123%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 6700.084% 190.015% -0.069%-82.270%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 90.001% 00.000% -0.001%-100.000%
1265Backup & RecoveryTechnical SkillsTechnical applications16 82,72610.379% 15,41712.093% 1.714%16.514%
1353BlackberryTechnical SkillsMobile Platforms2 6,4170.805% 1,3241.039% 0.233%28.996%
336Borland DelphiTechnical SkillsBusiness applications1 1,3470.169% 1880.147% -0.022%-12.741%
337Borland JBuilderTechnical SkillsBusiness applications1 9740.122% 890.070% -0.052%-42.872%
338Borland ParadoxTechnical SkillsBusiness applications1 1200.015% 80.006% -0.009%-58.320%
72Business Continuity PlanningTechnical SkillsHardware2 13,2561.663% 2,8922.269% 0.605%36.397%
352Cadence OpusTechnical SkillsBusiness applications1 3010.038% 1000.078% 0.041%107.708%
868CalculatorsTechnical SkillsHardware1 1,5100.189% 120.009% -0.180%-95.032%
39CASE ToolsTechnical SkillsSoftware development1 39,9545.013% 7,2055.652% 0.639%12.744%
367Categorization or classification softwareTechnical SkillsBusiness applications1 3,3260.417% 7890.619% 0.202%48.311%
112CertificationTechnical SkillsMisc3 191,05023.970% 32,82125.745% 1.775%7.405%
78CiscoTechnical SkillsHardware1 40,7065.107% 8,1136.364% 1.257%24.607%
1009Cisco Systems IOSTechnical SkillsNetwork1 5,2550.659% 2,1241.666% 1.007%152.698%
40Client-ServerTechnical SkillsSoftware development1 23,3192.926% 3,4332.693% -0.233%-7.958%
1011Cluster server softwareTechnical SkillsNetwork8 10,1721.276% 2,4761.942% 0.666%52.182%
1147CMAKETechnical SkillsSoftware development1 90.001% 50.004% 0.003%247.334%
1151Compatibility testingTechnical SkillsSoftware development1 1260.016% 420.033% 0.017%108.400%
1152CompilersTechnical SkillsSoftware development5 7,0040.879% 9920.778% -0.101%-11.451%
1255Compliance softwareTechnical SkillsTechnical applications3 8,8391.109% 1,4931.171% 0.062%5.603%
385Computer aided design (CAD)Technical SkillsBusiness applications12 5,3460.671% 6100.478% -0.192%-28.662%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 1,0880.137% 1480.116% -0.020%-14.954%
875Computer diagnosticsTechnical SkillsHardware5 34,8584.373% 6,1214.801% 0.428%9.784%
1107Computer forensicsTechnical SkillsSecurity1 3,4510.433% 3150.247% -0.186%-42.933%
1266Computer HardwareTechnical SkillsHardware15 24,3683.057% 3,3642.639% -0.419%-13.691%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications1 5220.065% 1130.089% 0.023%35.341%
1015Computer serversTechnical SkillsNetwork6 81,69110.249% 15,53112.183% 1.933%18.863%
1267Computer UtilitiesTechnical SkillsMisc1 650.008% 140.011% 0.003%34.659%
59Content ManagerTechnical SkillsBusiness applications1 1,3900.174% 1250.098% -0.076%-43.777%
878ControllersTechnical SkillsHardware2 4,6290.581% 5610.440% -0.141%-24.230%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 5730.072% 420.033% -0.039%-54.174%
407Customer information control system (CICS)Technical SkillsBusiness applications2 4,3630.547% 7610.597% 0.050%9.048%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 56,3467.069% 9,5047.455% 0.386%5.454%
953Data acquisition systemsTechnical SkillsInformation mgmt1 4,0130.503% 6830.536% 0.032%6.407%
955Data compression softwareTechnical SkillsInformation mgmt1 1,1930.150% 3260.256% 0.106%70.843%
956Data conversion softwareTechnical SkillsInformation mgmt1 5,5180.692% 1,1400.894% 0.202%29.164%
958Data dictionaryTechnical SkillsInformation mgmt1 3,3820.424% 6690.525% 0.100%23.672%
959Data entryTechnical SkillsInformation mgmt1 5,3600.672% 5820.457% -0.216%-32.114%
962Data mappingTechnical SkillsInformation mgmt1 4,6390.582% 1,1530.904% 0.322%55.391%
67Data MiningTechnical SkillsInformation mgmt5 12,5801.578% 1,9931.563% -0.015%-0.952%
963Data modelingTechnical SkillsInformation mgmt1 28,3573.558% 6,6435.211% 1.653%46.462%
68Data WarehousingTechnical SkillsInformation mgmt2 43,9815.518% 9,3847.361% 1.843%33.396%
69Database AdministrationTechnical SkillsInformation mgmt12 63,7507.998% 11,0228.646% 0.647%8.094%
969Database design softwareTechnical SkillsInformation mgmt15 47,1095.911% 8,8556.946% 1.035%17.518%
1268Database ReportingTechnical SkillsInformation mgmt3 20,4602.567% 3,3492.627% 0.060%2.336%
1269Database SecurityTechnical SkillsInformation mgmt2 470.006% 40.003% -0.003%-46.791%
1270Database ServersTechnical SkillsInformation mgmt3 13,0921.643% 1,9301.514% -0.129%-7.834%
1271Database TestingTechnical SkillsInformation mgmt1 5800.073% 1050.082% 0.010%13.183%
1160DebuggingTechnical SkillsSoftware development7 38,8384.873% 9,0707.115% 2.242%46.006%
418Desktop publishing softwareTechnical SkillsBusiness applications13 11,0931.392% 1,0740.842% -0.549%-39.469%
1272Development EnvironmentTechnical SkillsSoftware development13 23,8282.990% 5,4804.299% 1.309%43.785%
1273Digital ImagingTechnical SkillsHardware1 1,1740.147% 60.005% -0.143%-96.805%
883Digital Signal Processor (DSP)Technical SkillsHardware2 6640.083% 710.056% -0.028%-33.149%
423Disk operating system (DOS)Technical SkillsBusiness applications1 3,0250.380% 4880.383% 0.003%0.859%
1307Doctor of PhilosophyTechnical SkillsMisc3 18,0432.264% 1,1390.893% -1.370%-60.533%
973Document management softwareTechnical SkillsInformation mgmt4 10,8801.365% 1,8511.452% 0.087%6.365%
1020Domain name system (DNS)Technical SkillsNetwork3 26,2523.294% 5,0683.975% 0.682%20.696%
61DreamweaverTechnical SkillsSoftware development1 4,3520.546% 3570.280% -0.266%-48.714%
54DSS/GDSSTechnical SkillsBusiness applications5 14,3931.806% 1,9801.553% -0.253%-13.993%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 200.003% 50.004% 0.001%56.300%
62EclipseTechnical SkillsSoftware development1 11,5561.450% 3,1092.439% 0.989%68.203%
1308Electronic CommerceTechnical SkillsBusiness applications2 23,8942.998% 4,7083.693% 0.695%23.188%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 9,1931.153% 1,7101.341% 0.188%16.294%
1023Electronic mail softwareTechnical SkillsNetwork8 15,6491.963% 2,6642.090% 0.126%6.431%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 58,3547.321% 10,3948.153% 0.832%11.361%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications14 63,4467.960% 10,0557.887% -0.073%-0.917%
1321Environmental CertificationTechnical SkillsEnvironmental1 550.007% 170.013% 0.006%93.244%
1328Environmental CleanupTechnical SkillsEnvironmental1 250.003% 60.005% 0.002%50.048%
1329Environmental EnergyTechnical SkillsEnvironmental21 4,3930.551% 5010.393% -0.158%-28.699%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 2,0030.251% 2700.212% -0.040%-15.724%
1327Environmental PollutionTechnical SkillsEnvironmental15 2,2990.288% 4610.362% 0.073%25.367%
1324Environmental Pollution ControlTechnical SkillsEnvironmental6 1,7110.215% 1440.113% -0.102%-47.382%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental4 2940.037% 760.060% 0.023%61.617%
1326Environmental Product StewardshipTechnical SkillsEnvironmental10 3,1030.389% 3650.286% -0.103%-26.459%
1331Environmental ScienceTechnical SkillsEnvironmental1 1,0730.135% 00.000% -0.135%-100.000%
1322Environmental TechnologyTechnical SkillsEnvironmental2 2200.028% 90.007% -0.021%-74.424%
461Expert system softwareTechnical SkillsBusiness applications1 3070.039% 360.028% -0.010%-26.686%
1359FacebookTechnical SkillsSocial Networking1 33,8144.242% 31,20824.480% 20.237%477.018%
463Facilities management softwareTechnical SkillsBusiness applications4 6,2260.781% 4690.368% -0.413%-52.904%
468Flight control softwareTechnical SkillsBusiness applications1 970.012% 100.008% -0.004%-35.546%
469Flowchart softwareTechnical SkillsBusiness applications4 2,8690.360% 5260.413% 0.053%14.624%
1112Fraud DetectionTechnical SkillsSecurity1 5,3150.667% 7670.602% -0.065%-9.778%
63FrontPageTechnical SkillsSoftware development1 1,2870.161% 500.039% -0.122%-75.711%
475Fund accounting softwareTechnical SkillsBusiness applications1 9940.125% 1150.090% -0.035%-27.668%
1260GamingTechnical SkillsMisc2 12,2631.539% 8660.679% -0.859%-55.849%
113Generic databasesTechnical SkillsInformation mgmt2 125,92715.799% 22,45317.612% 1.813%11.474%
1365Google AppsTechnical SkillsBusiness applications4 2,4820.311% 2590.203% -0.108%-34.759%
1364Google PlusTechnical SkillsSocial Networking1 370.005% 370.029% 0.024%525.201%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications27 50,2346.303% 8,0186.289% -0.013%-0.210%
484Graphic softwareTechnical SkillsBusiness applications15 58,7547.372% 10,9878.618% 1.247%16.913%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 10,0191.257% 1,8751.471% 0.214%17.003%
1323Green ITTechnical SkillsEnvironmental8 2,2450.282% 2640.207% -0.075%-26.480%
893Guidance systemsTechnical SkillsHardware1 450.006% 10.001% -0.005%-86.107%
895Hardware description language (HDL)Technical SkillsHardware2 490.006% 30.002% -0.004%-61.722%
1277Hardware DesignTechnical SkillsHardware19 2,8860.362% 4000.314% -0.048%-13.347%
1278Hardware TestingTechnical SkillsHardware4 8410.106% 1150.090% -0.015%-14.509%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 4360.055% 510.040% -0.015%-26.869%
492Helpdesk or call centerTechnical SkillsBusiness applications2 42,7875.368% 6,2474.900% -0.468%-8.719%
114IBM databasesTechnical SkillsInformation mgmt2 25,8143.239% 4,9553.887% 0.648%20.007%
121IBM operating systemsTechnical SkillsBusiness applications4 19,8652.492% 3,3462.625% 0.132%5.307%
898Image capture devicesTechnical SkillsHardware8 3,9330.493% 6370.500% 0.006%1.259%
524Industrial control softwareTechnical SkillsBusiness applications3 2,7460.345% 3160.248% -0.097%-28.054%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 10,3851.303% 2,3171.817% 0.515%39.489%
899InfraredTechnical SkillsHardware1 6760.085% 390.031% -0.054%-63.931%
1180InstallationTechnical SkillsSoftware development1 88,20011.066% 14,88111.673% 0.607%5.483%
901Interface definition language (IDL)Technical SkillsHardware1 2400.030% 160.013% -0.018%-58.320%
536Internet browser softwareTechnical SkillsBusiness applications4 6,4700.812% 6080.477% -0.335%-41.248%
541Inventory management softwareTechnical SkillsBusiness applications3 5,3260.668% 8610.675% 0.007%1.070%
73IT Architecture/StandardsTechnical SkillsHardware2 6,8570.860% 1,3211.036% 0.176%20.445%
1357Java METechnical SkillsMobile Platforms2 1070.013% 160.013% -0.001%-6.512%
1035KernelTechnical SkillsNetwork1 2,2120.278% 4720.370% 0.093%33.406%
907LasersTechnical SkillsHardware1 990.012% 80.006% -0.006%-49.479%
1038License management softwareTechnical SkillsNetwork1 7000.088% 1550.122% 0.034%38.437%
1361LinkedInTechnical SkillsSocial Networking1 3,3280.418% 1,2400.973% 0.555%132.948%
908Mainframe computersTechnical SkillsHardware2 28,2943.550% 3,8483.018% -0.531%-14.972%
124Mainframe operating systemsTechnical SkillsBusiness applications7 12,6921.592% 1,8101.420% -0.173%-10.840%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 17,5192.198% 3,3792.651% 0.452%20.587%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 6,5270.819% 7760.609% -0.210%-25.669%
1281Medical softwareTechnical SkillsBusiness applications9 9,0141.131% 1,0450.820% -0.311%-27.520%
115Microsoft databasesTechnical SkillsInformation mgmt5 123,86115.540% 25,35419.888% 4.348%27.977%
119Microsoft operating systemsTechnical SkillsBusiness applications4 177,16722.228% 29,66323.268% 1.040%4.677%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 7250.091% 4430.347% 0.257%282.020%
625MultimediaTechnical SkillsBusiness applications1 4,1640.522% 5830.457% -0.065%-12.466%
1362MySpaceTechnical SkillsSocial Networking1 1,8520.232% 60.005% -0.228%-97.975%
74Network administrationTechnical SkillsHardware12 67,6418.487% 10,0597.890% -0.596%-7.025%
1282Network Administration softwareTechnical SkillsNetwork17 50,1076.287% 9,6477.567% 1.281%20.369%
1283Network HardwareTechnical SkillsNetwork11 33,1754.162% 6,1254.804% 0.642%15.429%
1284Network Monitoring softwareTechnical SkillsNetwork14 21,9402.753% 4,4123.461% 0.708%25.724%
1059Network operation system software (NOS)Technical SkillsNetwork2 1,1220.141% 1180.093% -0.048%-34.248%
1122Network securityTechnical SkillsSecurity1 33,0874.151% 5,7924.543% 0.392%9.444%
1285Network Security softwareTechnical SkillsSecurity33 71,1618.928% 12,6719.939% 1.011%11.324%
1286Network softwareTechnical SkillsNetwork5 15,3371.924% 2,9202.290% 0.366%19.032%
1287Network TestingTechnical SkillsNetwork11 11,2111.407% 2,2711.781% 0.375%26.646%
1065Novell network softwareTechnical SkillsNetwork2 2,1850.274% 1260.099% -0.175%-63.947%
643OberonTechnical SkillsBusiness applications1 700.009% 20.002% -0.007%-82.137%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 57,5057.215% 11,4698.996% 1.782%24.692%
1288Office ApplicationsTechnical SkillsBusiness applications13 159,31119.988% 24,57419.276% -0.712%-3.562%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 10,9091.369% 2,0381.599% 0.230%16.799%
116Open-source databasesTechnical SkillsInformation mgmt4 20,0192.512% 4,9133.854% 1.342%53.435%
118Open-source operating systemsTechnical SkillsBusiness applications8 80,68110.123% 17,33113.595% 3.472%34.299%
56Operating SystemsTechnical SkillsBusiness applications3 89,22111.194% 15,32612.022% 0.828%7.394%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 6310.079% 630.049% -0.030%-37.579%
117Oracle databasesTechnical SkillsInformation mgmt1 154,78419.420% 29,92923.476% 4.057%20.889%
1354Palm OSTechnical SkillsMobile Platforms3 1480.019% 230.018% -0.001%-2.840%
1289Physical ToolsTechnical SkillsHardware1 280.004% 20.002% -0.002%-55.343%
683Point of sale (POS)Technical SkillsBusiness applications3 4,8560.609% 1,1420.896% 0.287%47.030%
931PrintersTechnical SkillsHardware3 9,9831.253% 1,6521.296% 0.043%3.459%
43ProgrammingTechnical SkillsSoftware development1 181,66922.793% 31,52824.731% 1.938%8.501%
700ProvisioningTechnical SkillsBusiness applications1 11,1131.394% 2,4031.885% 0.491%35.189%
1258Rate ControlTechnical SkillsTechnical applications1 60.001% 10.001% 0.000%4.200%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 11,2721.414% 1,7751.392% -0.022%-1.550%
1077Remote control softwareTechnical SkillsNetwork2 1,0800.136% 1800.141% 0.006%4.200%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 5640.071% 820.064% -0.006%-9.102%
1262RoboticsTechnical SkillsHardware2 2,3990.301% 6500.510% 0.209%69.396%
1318RSATechnical SkillsSecurity1 5,7940.727% 7420.582% -0.145%-19.935%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 4,6130.579% 1,6451.290% 0.712%122.947%
44SDLCTechnical SkillsSoftware development7 99,14112.439% 22,61717.741% 5.302%42.627%
1132Secure shell (SSH)Technical SkillsSecurity1 410.005% 230.018% 0.013%250.723%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 8,3171.043% 1,9711.546% 0.503%48.163%
76SecurityTechnical SkillsHardware4 498,12862.497% 127,22799.798% 37.300%59.683%
1315Security ClearanceTechnical SkillsMisc2 117,62214.757% 9,9487.803% -6.954%-47.123%
1135Security testing softwareTechnical SkillsSecurity1 2,6610.334% 3980.312% -0.022%-6.490%
60Sharepoint ServerTechnical SkillsBusiness applications1 4,2240.530% 1,0080.791% 0.261%49.196%
1084Signal generatorsTechnical SkillsNetwork1 1500.019% 130.010% -0.009%-45.816%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 6,2720.787% 1,1300.886% 0.099%12.640%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 16,8932.119% 4,5093.537% 1.417%66.876%
1220Simulation softwareTechnical SkillsSoftware development5 13,5351.698% 1,3101.028% -0.671%-39.489%
1366Social NetworkTechnical SkillsSocial Networking1 7130.089% 2030.159% 0.070%78.003%
1358Social NetworkingTechnical SkillsSocial Networking1 7,6460.959% 2490.195% -0.764%-79.640%
42Software DevelopmentTechnical SkillsSoftware development2 160,24220.105% 26,58020.850% 0.745%3.705%
1291Software Development softwareTechnical SkillsSoftware development2 2,0360.255% 2620.206% -0.050%-19.547%
1309Software EngineeringTechnical SkillsSoftware development1 68,4468.588% 10,9778.610% 0.023%0.266%
1292Software InstallationTechnical SkillsSoftware development4 94,25711.826% 18,12614.218% 2.392%20.229%
1223Software librariesTechnical SkillsSoftware development1 1560.020% 550.043% 0.024%120.424%
1293Software MaintenanceTechnical SkillsSoftware development1 4,5410.570% 1,1240.882% 0.312%54.751%
1294Software TestingTechnical SkillsSoftware development14 81,44510.218% 16,77213.156% 2.938%28.748%
1225Source code management (SCM)Technical SkillsSoftware development5 20,3402.552% 4,4263.472% 0.920%36.044%
1229Static analysis softwareTechnical SkillsSoftware development1 1260.016% 300.024% 0.008%48.857%
772Statistical analysis softwareTechnical SkillsBusiness applications23 62,7317.871% 10,0567.888% 0.017%0.222%
774Statistical softwareTechnical SkillsBusiness applications1 34,3524.310% 3,4442.701% -1.608%-37.320%
1230Stress testing softwareTechnical SkillsSoftware development1 1,7470.219% 2950.231% 0.012%5.572%
122Sun operating systemsTechnical SkillsBusiness applications3 44,3625.566% 6,1294.808% -0.758%-13.623%
939Surveillance systemsTechnical SkillsHardware5 8,3351.046% 8320.653% -0.393%-37.592%
791Symantec softwareTechnical SkillsBusiness applications1 6,5180.818% 1,4191.113% 0.295%36.109%
1355SymbianTechnical SkillsMobile Platforms1 320.004% 20.002% -0.002%-60.925%
1310System AdministrationTechnical SkillsNetwork4 73,6649.242% 11,2138.796% -0.447%-4.833%
45System TestingTechnical SkillsSoftware development5 19,3002.421% 4,0193.153% 0.731%30.191%
46Systems AnalysisTechnical SkillsSoftware development8 103,10512.936% 16,58413.009% 0.073%0.561%
47Systems DesignTechnical SkillsSoftware development1 15,8561.989% 2,8772.257% 0.267%13.440%
1233Systems EvaluationTechnical SkillsSoftware development1 1280.016% 180.014% -0.002%-12.081%
1234Systems integrationTechnical SkillsSoftware development8 70,8688.891% 9,6487.568% -1.323%-14.885%
75TCP/IPTechnical SkillsHardware3 39,7634.989% 7,4475.841% 0.853%17.091%
1235Technology DesignTechnical SkillsSoftware development1 8270.104% 1440.113% 0.009%8.862%
1236TemplatesTechnical SkillsSoftware development1 14,0721.766% 3,0752.412% 0.647%36.618%
1239Test implementationTechnical SkillsSoftware development1 2200.028% 550.043% 0.016%56.300%
1302TestingTechnical SkillsSoftware development1 258,46832.429% 50,01539.232% 6.803%20.980%
1297Training softwareTechnical SkillsBusiness applications3 1,3200.166% 1730.136% -0.030%-18.061%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 9840.123% 2020.158% 0.035%28.344%
1360TwitterTechnical SkillsSocial Networking1 11,3111.419% 1,2961.017% -0.403%-28.365%
123UNIX operating systemsTechnical SkillsBusiness applications5 115,93014.545% 19,37615.199% 0.654%4.493%
1298UNIX ShellsTechnical SkillsBusiness applications4 23,5712.957% 5,0813.986% 1.028%34.769%
48User-Interface DesignTechnical SkillsSoftware development2 22,5182.825% 5,7204.487% 1.662%58.813%
836Video creation and editing softwareTechnical SkillsBusiness applications3 1,9680.247% 1150.090% -0.157%-63.466%
64Visual StudioTechnical SkillsSoftware development1 23,9513.005% 5,7714.527% 1.522%50.642%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 1,0300.129% 2430.191% 0.061%47.499%
77Voice/Data TelecomTechnical SkillsHardware10 83,30510.452% 11,5169.033% -1.419%-13.573%
1299Web Application ServerTechnical SkillsBusiness applications8 40,7475.112% 7,7576.085% 0.972%19.019%
1248Web platform development softwareTechnical SkillsSoftware development5 2,0510.257% 4140.325% 0.067%26.199%
65web programmerTechnical SkillsSoftware development4 9,2391.159% 9600.753% -0.406%-35.037%
58Web serversTechnical SkillsBusiness applications6 57,8107.253% 11,3308.887% 1.634%22.531%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 35,5614.462% 6,7135.266% 0.804%18.022%
1356Windows CETechnical SkillsMobile Platforms4 1,4960.188% 3220.253% 0.065%34.569%
1102WirelessTechnical SkillsNetwork5 32,1724.036% 5,2834.144% 0.108%2.665%
1363YouTubeTechnical SkillsSocial Networking2 4160.052% 1300.102% 0.050%95.375%
79.NETProgramming SkillsCurrent1 81,16310.183% 16,19312.702% 2.519%24.735%
209A programming language (APL)Programming SkillsLegacy2 1,1480.144% 510.040% -0.104%-72.225%
99AdaProgramming SkillsLegacy1 3,5000.439% 5150.404% -0.035%-8.006%
80AJAXProgramming SkillsCurrent1 31,7063.978% 6,6055.181% 1.203%30.242%
192Apple AppleScriptProgramming SkillsCurrent1 320.004% 150.012% 0.008%193.063%
81ASPProgramming SkillsCurrent2 60,6607.611% 10,9868.617% 1.007%13.229%
108AssemblyProgramming SkillsLegacy2 7960.100% 1310.103% 0.003%2.891%
211AWKProgramming SkillsLegacy1 1,4370.180% 2330.183% 0.002%1.372%
212BProgramming SkillsLegacy1 10,3981.305% 1,5741.235% -0.070%-5.360%
83C#Programming SkillsCurrent2 60,6117.605% 13,97910.965% 3.361%44.193%
82C/C++Programming SkillsCurrent3 79,72210.002% 11,8809.319% -0.684%-6.834%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 33,0524.147% 8,5906.738% 2.591%62.486%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 3130.039% 1220.096% 0.056%143.689%
84CGIProgramming SkillsCurrent2 4,4850.563% 1,7331.359% 0.797%141.577%
217ClipperProgramming SkillsLegacy1 1420.018% 380.030% 0.012%67.307%
218CLUProgramming SkillsLegacy1 1290.016% 30.002% -0.014%-85.460%
100CobolProgramming SkillsLegacy1 10,4801.315% 1,6691.309% -0.006%-0.433%
85ColdFusionProgramming SkillsCurrent2 7,2720.912% 8560.671% -0.241%-26.406%
219Combined programming language (CPL)Programming SkillsLegacy1 2800.035% 30.002% -0.033%-93.301%
195Component object model (COM)Programming SkillsCurrent1 780.010% 50.004% -0.006%-59.923%
125Database programmingProgramming SkillsCurrent3 16,5182.072% 3,0852.420% 0.347%16.766%
196Distributed component object model (DCOM)Programming SkillsCurrent1 1,4480.182% 1140.089% -0.092%-50.778%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 2,3990.301% 5460.428% 0.127%42.293%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 1,2030.151% 1960.154% 0.003%1.862%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 7,6720.963% 1,4431.132% 0.169%17.592%
109ForthProgramming SkillsLegacy1 2,7950.351% 6750.529% 0.179%50.988%
102FortranProgramming SkillsLegacy1 1,2580.158% 1270.100% -0.058%-36.883%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 132,74316.655% 14,47811.357% -5.298%-31.811%
222JProgramming SkillsLegacy1 2,9990.376% 4780.375% -0.001%-0.351%
87Java/J2EE/J2PProgramming SkillsCurrent4 129,34016.228% 25,06519.661% 3.434%21.159%
97JavaScriptProgramming SkillsCurrent3 62,6917.865% 13,43210.536% 2.671%33.954%
89JavaServer FacesProgramming SkillsCurrent3 6,4770.813% 1,4741.156% 0.344%42.280%
88JavaServer PagesProgramming SkillsCurrent3 24,6663.095% 4,8543.808% 0.713%23.033%
223Job control language (JCL)Programming SkillsLegacy2 5,6010.703% 8770.688% -0.015%-2.106%
126LAMPProgramming SkillsCurrent1 2,4510.308% 6140.482% 0.174%56.619%
104LispProgramming SkillsLegacy1 910.011% 140.011% -0.000%-3.815%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 2980.037% 280.022% -0.015%-41.256%
201Microsoft ActiveXProgramming SkillsCurrent1 1,2580.158% 1530.120% -0.038%-23.962%
107PascalProgramming SkillsLegacy1 5140.064% 320.025% -0.039%-61.077%
90PerlProgramming SkillsCurrent1 37,2684.676% 6,9015.413% 0.737%15.770%
91PHPProgramming SkillsCurrent1 15,8581.990% 3,3472.625% 0.636%31.955%
103PL/1Programming SkillsLegacy3 1530.019% 230.018% -0.001%-6.015%
105PrologProgramming SkillsLegacy1 1650.021% 90.007% -0.014%-65.898%
95PythonProgramming SkillsCurrent1 11,5441.448% 3,2792.572% 1.124%77.584%
228Register transfer language (RTL)Programming SkillsLegacy1 8,1701.025% 3,2272.531% 1.506%146.943%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 1840.023% 120.009% -0.014%-59.226%
206Scripting languagesProgramming SkillsCurrent1 8,8901.115% 2,2041.729% 0.613%54.999%
101SmalltalkProgramming SkillsLegacy1 2530.032% 390.031% -0.001%-3.625%
92SQLProgramming SkillsCurrent3 238,48729.922% 48,77538.259% 8.338%27.865%
110TCLProgramming SkillsLegacy1 1,8810.236% 2330.183% -0.053%-22.556%
98Unified Modeling LanguageProgramming SkillsCurrent2 22,0482.766% 3,8763.040% 0.274%9.909%
93Visual BasicProgramming SkillsCurrent6 69,4358.712% 11,0198.643% -0.068%-0.784%
207Web service definition language (WSDL)Programming SkillsCurrent2 5,3240.668% 1,1960.938% 0.270%40.447%
94XMLProgramming SkillsCurrent2 83,59810.489% 16,65613.065% 2.576%24.565%
1342Computer ScienceMajorsComputer Science2 541,81867.979% 96,00075.303% 7.324%10.774%
1344Information TechnologyMajorsInformation Technology3 320,26540.182% 47,75937.462% -2.719%-6.768%
1343Management Information SystemsMajorsManagement Information Systems9 797,038100.000% 127,485100.000% 0.000%0.000%

cs Degrees

Computer Science

2013-09-16Jobs Found:2,045,717Click 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 5,0260.246% 1,0680.288% 0.042%17.231%
2Attention to DetailsSoft SkillsProblem-solving skills1 7,5510.369% 1,5240.411% 0.042%11.346%
8Conflict ResolutionSoft SkillsInterpersonal skills1 9,7530.477% 1,9970.539% 0.062%12.962%
231CooperationSoft SkillsInterpersonal skills1 15,2610.746% 2,4710.666% -0.080%-10.673%
3CreativitySoft SkillsProblem-solving skills3 61,3252.998% 11,7313.164% 0.166%5.534%
4Critical thinkingSoft SkillsProblem-solving skills3 20,5641.005% 4,9841.344% 0.339%33.710%
1300FlexibilitySoft SkillsWork ethic1 59,5502.911% 11,6843.151% 0.240%8.244%
232IndependenceSoft SkillsInterpersonal skills1 9,1700.448% 2,1150.570% 0.122%27.243%
13Initiative/Motivation to workSoft SkillsWork ethic5 239,46611.706% 44,49712.000% 0.294%2.513%
256InnovationSoft SkillsProblem-solving skills1 128,9226.302% 29,9718.083% 1.781%28.253%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 163,3177.983% 29,1157.852% -0.132%-1.649%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 1,0630.052% 1260.034% -0.018%-34.607%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 122,4205.984% 26,7017.201% 1.216%20.328%
10LeadershipSoft SkillsInterpersonal skills1 386,17518.877% 66,91218.045% -0.832%-4.410%
258LearningSoft SkillsProblem-solving skills1 120,3965.885% 26,3657.110% 1.225%20.812%
1Learning AbilitySoft SkillsProblem-solving skills3 34,9801.710% 8,2012.212% 0.502%29.342%
236ListeningSoft SkillsLanguage skills1 26,5421.297% 5,6111.513% 0.216%16.627%
260MathematicsSoft SkillsProblem-solving skills3 135,1916.608% 20,7015.583% -1.026%-15.523%
261MemorizationSoft SkillsProblem-solving skills1 650.003% 100.003% -0.000%-15.125%
18Negotiation SkillsSoft SkillsLanguage skills1 16,0450.784% 2,6950.727% -0.058%-7.336%
262OptimizationSoft SkillsProblem-solving skills1 101,9344.983% 22,4006.041% 1.058%21.233%
19Oral CommunicationsSoft SkillsLanguage skills3 31,8421.557% 5,2491.416% -0.141%-9.057%
273PersistenceSoft SkillsWork ethic1 8,2450.403% 2,1500.580% 0.177%43.860%
239PersuasionSoft SkillsLanguage skills1 2,7070.132% 4270.115% -0.017%-12.977%
1301Physical SkillSoft SkillsWork ethic2 1,6830.082% 3540.095% 0.013%16.041%
240PresentationsSoft SkillsLanguage skills1 90,2634.412% 14,2823.852% -0.561%-12.708%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 383,62918.753% 83,70822.574% 3.822%20.378%
20Questioning skillsSoft SkillsLanguage skills1 5140.025% 1950.053% 0.027%109.298%
241Reading ComprehensionSoft SkillsLanguage skills1 3550.017% 1470.040% 0.022%128.445%
6Research skillsSoft SkillsProblem-solving skills1 3,2670.160% 5300.143% -0.017%-10.501%
15ResponsibilitySoft SkillsWork ethic2 191,3429.353% 34,9699.430% 0.077%0.824%
234Self ControlSoft SkillsInterpersonal skills1 1580.008% 310.008% 0.001%8.242%
11Self-esteemSoft SkillsInterpersonal skills1 1170.006% 780.021% 0.015%267.791%
16Self-managementSoft SkillsWork ethic1 2,1170.103% 5110.138% 0.034%33.166%
250Stress ToleranceSoft SkillsPhysical skills1 2830.014% 1520.041% 0.027%196.313%
12TeamworkSoft SkillsInterpersonal skills1 82,6554.040% 16,2594.385% 0.344%8.522%
17Time ManagementSoft SkillsWork ethic2 67,0993.280% 15,1584.088% 0.808%24.629%
268VisualizationSoft SkillsProblem-solving skills1 18,3440.897% 3,2900.887% -0.009%-1.055%
7Working under pressureSoft SkillsProblem-solving skills1 8540.042% 2940.079% 0.038%89.925%
21Written CommunicationsSoft SkillsLanguage skills4 306,36214.976% 58,17415.688% 0.713%4.758%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 47,9912.346% 16,1244.348% 2.002%85.356%
172Account managementBusiness SkillsManagement skills1 18,3460.897% 2,2790.615% -0.282%-31.468%
22AccountingBusiness SkillsBusiness processes4 129,4066.326% 15,9664.306% -2.020%-31.933%
1263Accounting softwareBusiness SkillsBusiness processes7 13,4300.656% 1,4550.392% -0.264%-40.230%
174AdministrationBusiness SkillsManagement skills3 431,58021.097% 78,58121.192% 0.095%0.450%
1313AnalystBusiness SkillsProject management1 309,90415.149% 54,93014.813% -0.335%-2.214%
175Application managementBusiness SkillsManagement skills5 147,4507.208% 30,7088.281% 1.074%14.895%
150Asset managementBusiness SkillsBusiness processes1 24,1031.178% 4,6571.256% 0.078%6.593%
151AuditingBusiness SkillsBusiness processes4 82,8784.051% 14,2273.837% -0.215%-5.296%
1264Auditing softwareBusiness SkillsBusiness processes1 890.004% 30.001% -0.004%-81.404%
152BillingBusiness SkillsBusiness processes1 32,6571.596% 5,4551.471% -0.125%-7.847%
1314Business AnalystBusiness SkillsProject management1 109,5465.355% 24,6906.658% 1.303%24.342%
35Business IntelligenceBusiness SkillsStrategy skills1 86,3684.222% 19,4315.240% 1.018%24.118%
155Business performance management (BPM)Business SkillsBusiness processes2 11,9780.586% 2,9900.806% 0.221%37.715%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 27,6591.352% 2,2020.594% -0.758%-56.079%
36Business StrategyBusiness SkillsStrategy skills3 331,38016.199% 59,50916.048% -0.150%-0.928%
182Calendar and schedulingBusiness SkillsProject management3 80,5673.938% 12,5133.374% -0.564%-14.317%
156Capacity planningBusiness SkillsBusiness processes1 47,0772.301% 9,8052.644% 0.343%14.903%
28Change ManagementBusiness SkillsManagement skills1 71,2353.482% 15,9514.302% 0.819%23.534%
24Contracting and legalBusiness SkillsBusiness processes2 76,3553.732% 11,0072.968% -0.764%-20.471%
176CoordinationBusiness SkillsManagement skills1 85,8724.198% 15,3004.126% -0.072%-1.705%
157Cost accountingBusiness SkillsBusiness processes1 1,4590.071% 1460.039% -0.032%-44.793%
158Cost estimationBusiness SkillsBusiness processes1 1,7510.086% 1990.054% -0.032%-37.301%
1312Customer SupportBusiness SkillsBusiness processes6 390,06219.067% 68,44118.457% -0.610%-3.200%
1339EducationBusiness SkillsIndustry Segment1 16,1010.787% 2,8510.769% -0.018%-2.313%
1333EnergyBusiness SkillsIndustry Segment1 95,5384.670% 16,2224.375% -0.295%-6.326%
1340EntertainmentBusiness SkillsIndustry Segment1 42,6392.084% 6,7291.815% -0.270%-12.936%
1319EnvironmentalBusiness SkillsEnvironmental14 36,3691.778% 6,0611.635% -0.143%-8.060%
1320Environmental StrategyBusiness SkillsEnvironmental5 7,3560.360% 2,1600.583% 0.223%61.996%
161FinancialBusiness SkillsBusiness processes2 374,90418.326% 66,51017.936% -0.390%-2.128%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 1,5940.078% 2280.061% -0.016%-21.089%
1332Health CareBusiness SkillsIndustry Segment2 217,17010.616% 36,8599.940% -0.676%-6.365%
177Human resourcesBusiness SkillsManagement skills2 72,2963.534% 9,4362.545% -0.989%-27.994%
1336InsuranceBusiness SkillsIndustry Segment1 11,3120.553% 2,3640.638% 0.085%15.292%
1316Managing/SupervisionBusiness SkillsManagement skills5 749,16436.621% 113,74830.675% -5.946%-16.236%
1334ManufacturingBusiness SkillsIndustry Segment2 122,2225.975% 16,2854.392% -1.583%-26.493%
26MarketingBusiness SkillsBusiness processes1 177,5118.677% 24,7996.688% -1.989%-22.927%
185MonitoringBusiness SkillsProject management1 221,71410.838% 45,70712.326% 1.488%13.732%
179NegotiationBusiness SkillsManagement skills1 58,6142.865% 10,3792.799% -0.066%-2.311%
163Operation and ControlBusiness SkillsBusiness processes2 1,0410.051% 1120.030% -0.021%-40.645%
29Outsourcing ManagementBusiness SkillsManagement skills3 47,2632.310% 5,6881.534% -0.776%-33.606%
167ProcurementBusiness SkillsBusiness processes1 30,8371.507% 5,1271.383% -0.125%-8.276%
1290Project Management softwareBusiness SkillsProject management2 51,3752.511% 9,5492.575% 0.064%2.541%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 346,53516.940% 61,54316.597% -0.343%-2.023%
168QualityBusiness SkillsBusiness processes1 563,78027.559% 116,19631.336% 3.777%13.704%
1337Real EstateBusiness SkillsIndustry Segment2 10,8380.530% 1,6260.438% -0.091%-17.232%
1335RetailBusiness SkillsIndustry Segment2 319,16415.602% 54,02414.569% -1.032%-6.617%
34Risk ManagementBusiness SkillsProject management1 48,9422.392% 7,8792.125% -0.268%-11.186%
169Service OrientationBusiness SkillsBusiness processes1 13,5800.664% 3,0300.817% 0.153%23.094%
27Supply Chain ManagementBusiness SkillsBusiness processes3 54,9412.686% 9,2582.497% -0.189%-7.036%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 4,2380.207% 5740.155% -0.052%-25.279%
178TeachingBusiness SkillsManagement skills7 48,8512.388% 7,8452.116% -0.272%-11.404%
190TimekeepingBusiness SkillsProject management3 23,5941.153% 3,7911.022% -0.131%-11.357%
1296Timekeeping softwareBusiness SkillsProject management1 2,2210.109% 4160.112% 0.004%3.333%
171Total quality management (TQM)Business SkillsBusiness processes2 2,7730.136% 3210.087% -0.049%-36.137%
180TroubleshootingBusiness SkillsManagement skills1 271,92513.292% 57,73215.569% 2.277%17.128%
181VerificationBusiness SkillsManagement skills1 63,6673.112% 10,6072.860% -0.252%-8.088%
1338Waste ManagementBusiness SkillsIndustry Segment1 1,6460.080% 1640.044% -0.036%-45.032%
191WorkflowBusiness SkillsProject management1 87,2814.267% 17,9854.850% 0.584%13.680%
31Working GloballyBusiness SkillsManagement skills3 16,1430.789% 1,0430.281% -0.508%-64.355%
32Working with Virtual TeamsBusiness SkillsManagement skills2 3,1580.154% 6140.166% 0.011%7.263%
514GLTechnical SkillsSoftware development3 4,0220.197% 4300.116% -0.081%-41.018%
987Access servers & softwareTechnical SkillsNetwork10 60,9152.978% 13,2133.563% 0.586%19.666%
38Agile Development MethodsTechnical SkillsSoftware development3 53,9712.638% 18,2804.930% 2.291%86.857%
304Algorithmic softwareTechnical SkillsBusiness applications1 1020.005% 40.001% -0.004%-78.365%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 2,9470.144% 3090.083% -0.061%-42.154%
1352AndroidTechnical SkillsMobile Platforms2 23,1571.132% 13,0343.515% 2.383%210.519%
1351Apple iOSTechnical SkillsMobile Platforms6 23,6871.158% 11,5783.122% 1.964%169.660%
120Apple operating systemsTechnical SkillsBusiness applications6 50,9752.492% 15,3564.141% 1.649%66.193%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 4,7980.235% 4160.112% -0.122%-52.167%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 1130.006% 60.002% -0.004%-70.707%
1265Backup & RecoveryTechnical SkillsTechnical applications16 167,4498.185% 32,7208.824% 0.639%7.801%
1353BlackberryTechnical SkillsMobile Platforms2 19,2320.940% 4,9181.326% 0.386%41.077%
336Borland DelphiTechnical SkillsBusiness applications1 3,9400.193% 5650.152% -0.040%-20.887%
337Borland JBuilderTechnical SkillsBusiness applications1 3,6320.178% 3020.081% -0.096%-54.127%
338Borland ParadoxTechnical SkillsBusiness applications1 2170.011% 180.005% -0.006%-54.238%
72Business Continuity PlanningTechnical SkillsHardware2 22,4141.096% 4,2801.154% 0.059%5.346%
352Cadence OpusTechnical SkillsBusiness applications1 1,0120.049% 3410.092% 0.042%85.895%
868CalculatorsTechnical SkillsHardware1 1,4080.069% 630.017% -0.052%-75.315%
39CASE ToolsTechnical SkillsSoftware development1 82,8724.051% 16,2784.390% 0.339%8.364%
367Categorization or classification softwareTechnical SkillsBusiness applications1 9,9380.486% 1,8280.493% 0.007%1.478%
112CertificationTechnical SkillsMisc3 331,85416.222% 59,74716.113% -0.109%-0.674%
78CiscoTechnical SkillsHardware1 96,6464.724% 19,3285.212% 0.488%10.331%
1009Cisco Systems IOSTechnical SkillsNetwork1 22,4651.098% 12,1883.287% 2.189%199.308%
40Client-ServerTechnical SkillsSoftware development1 49,1252.401% 8,0912.182% -0.219%-9.136%
1011Cluster server softwareTechnical SkillsNetwork8 35,6021.740% 7,8832.126% 0.386%22.155%
1147CMAKETechnical SkillsSoftware development1 1120.005% 810.022% 0.016%298.988%
1151Compatibility testingTechnical SkillsSoftware development1 8120.040% 2230.060% 0.020%51.510%
1152CompilersTechnical SkillsSoftware development5 23,7301.160% 2,8940.780% -0.380%-32.719%
1255Compliance softwareTechnical SkillsTechnical applications3 8,1130.397% 1,5360.414% 0.018%4.449%
385Computer aided design (CAD)Technical SkillsBusiness applications12 18,1140.885% 2,0370.549% -0.336%-37.960%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 3,1670.155% 3100.084% -0.071%-45.998%
875Computer diagnosticsTechnical SkillsHardware5 89,5744.379% 16,0954.340% -0.038%-0.871%
1107Computer forensicsTechnical SkillsSecurity1 5,8180.284% 4920.133% -0.152%-53.346%
1266Computer HardwareTechnical SkillsHardware15 46,4722.272% 7,1741.935% -0.337%-14.835%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications1 1,6770.082% 2410.065% -0.017%-20.718%
1015Computer serversTechnical SkillsNetwork6 215,85410.552% 42,05011.340% 0.789%7.473%
1267Computer UtilitiesTechnical SkillsMisc1 1,3900.068% 2510.068% -0.000%-0.379%
59Content ManagerTechnical SkillsBusiness applications1 1,7310.085% 2910.078% -0.006%-7.255%
878ControllersTechnical SkillsHardware2 12,2570.599% 2,1750.587% -0.013%-2.103%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 1,7850.087% 1960.053% -0.034%-39.423%
407Customer information control system (CICS)Technical SkillsBusiness applications2 9,3250.456% 1,3690.369% -0.087%-19.007%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 101,8044.976% 19,6785.307% 0.330%6.637%
953Data acquisition systemsTechnical SkillsInformation mgmt1 11,0610.541% 1,4900.402% -0.139%-25.684%
955Data compression softwareTechnical SkillsInformation mgmt1 8,7660.429% 1,6680.450% 0.021%4.975%
956Data conversion softwareTechnical SkillsInformation mgmt1 9,0340.442% 1,9180.517% 0.076%17.128%
958Data dictionaryTechnical SkillsInformation mgmt1 6,2810.307% 1,3280.358% 0.051%16.644%
959Data entryTechnical SkillsInformation mgmt1 9,0760.444% 8890.240% -0.204%-45.962%
962Data mappingTechnical SkillsInformation mgmt1 9,8750.483% 2,5060.676% 0.193%40.003%
67Data MiningTechnical SkillsInformation mgmt5 36,3731.778% 5,9801.613% -0.165%-9.298%
963Data modelingTechnical SkillsInformation mgmt1 71,6113.501% 16,7364.513% 1.013%28.933%
68Data WarehousingTechnical SkillsInformation mgmt2 105,3275.149% 23,4006.310% 1.162%22.566%
69Database AdministrationTechnical SkillsInformation mgmt12 139,3906.814% 28,7387.750% 0.936%13.741%
969Database design softwareTechnical SkillsInformation mgmt15 124,0406.063% 24,1026.500% 0.436%7.197%
1268Database ReportingTechnical SkillsInformation mgmt3 37,8901.852% 6,7911.831% -0.021%-1.121%
1269Database SecurityTechnical SkillsInformation mgmt2 3240.016% 1500.040% 0.025%155.411%
1270Database ServersTechnical SkillsInformation mgmt3 32,9941.613% 4,8751.315% -0.298%-18.486%
1271Database TestingTechnical SkillsInformation mgmt1 1,7090.084% 3510.095% 0.011%13.307%
1160DebuggingTechnical SkillsSoftware development7 156,2887.640% 32,7548.833% 1.193%15.620%
418Desktop publishing softwareTechnical SkillsBusiness applications13 29,1821.426% 3,6120.974% -0.452%-31.715%
1272Development EnvironmentTechnical SkillsSoftware development13 105,4095.153% 23,4406.321% 1.169%22.680%
1273Digital ImagingTechnical SkillsHardware1 7690.038% 480.013% -0.025%-65.564%
883Digital Signal Processor (DSP)Technical SkillsHardware2 7,8500.384% 8150.220% -0.164%-42.723%
423Disk operating system (DOS)Technical SkillsBusiness applications1 7,0460.344% 1,1430.308% -0.036%-10.505%
1307Doctor of PhilosophyTechnical SkillsMisc3 95,1214.650% 8,4522.279% -2.370%-50.980%
973Document management softwareTechnical SkillsInformation mgmt4 17,5050.856% 3,1550.851% -0.005%-0.567%
1020Domain name system (DNS)Technical SkillsNetwork3 69,9193.418% 14,2353.839% 0.421%12.320%
61DreamweaverTechnical SkillsSoftware development1 12,5280.612% 1,5310.413% -0.200%-32.580%
54DSS/GDSSTechnical SkillsBusiness applications5 25,4341.243% 4,0831.101% -0.142%-11.436%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 760.004% 70.002% -0.002%-49.187%
62EclipseTechnical SkillsSoftware development1 47,1622.305% 12,2983.317% 1.011%43.858%
1308Electronic CommerceTechnical SkillsBusiness applications2 96,9014.737% 24,5506.621% 1.884%39.771%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 18,0600.883% 3,6970.997% 0.114%12.934%
1023Electronic mail softwareTechnical SkillsNetwork8 33,2981.628% 6,2901.696% 0.069%4.214%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 98,5484.817% 17,9354.837% 0.019%0.403%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications14 99,3144.855% 17,1874.635% -0.220%-4.527%
1321Environmental CertificationTechnical SkillsEnvironmental1 1110.005% 180.005% -0.001%-10.537%
1328Environmental CleanupTechnical SkillsEnvironmental1 610.003% 310.008% 0.005%180.366%
1329Environmental EnergyTechnical SkillsEnvironmental21 5,0830.248% 8970.242% -0.007%-2.643%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 5,1200.250% 8380.226% -0.024%-9.704%
1327Environmental PollutionTechnical SkillsEnvironmental15 4,1090.201% 6280.169% -0.032%-15.683%
1324Environmental Pollution ControlTechnical SkillsEnvironmental6 2,7310.133% 2130.057% -0.076%-56.972%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental4 1,0570.052% 1660.045% -0.007%-13.358%
1326Environmental Product StewardshipTechnical SkillsEnvironmental10 3,5930.176% 5550.150% -0.026%-14.783%
1331Environmental ScienceTechnical SkillsEnvironmental1 510.002% 00.000% -0.002%-100.000%
1322Environmental TechnologyTechnical SkillsEnvironmental2 3280.016% 240.006% -0.010%-59.633%
461Expert system softwareTechnical SkillsBusiness applications1 7910.039% 1250.034% -0.005%-12.818%
1359FacebookTechnical SkillsSocial Networking1 111,3235.442% 103,26927.849% 22.408%411.774%
463Facilities management softwareTechnical SkillsBusiness applications4 3,7170.182% 6870.185% 0.004%1.966%
468Flight control softwareTechnical SkillsBusiness applications1 8240.040% 560.015% -0.025%-62.507%
469Flowchart softwareTechnical SkillsBusiness applications4 5,5940.273% 1,2370.334% 0.060%21.994%
1112Fraud DetectionTechnical SkillsSecurity1 8,9820.439% 1,7100.461% 0.022%5.031%
63FrontPageTechnical SkillsSoftware development1 2,3240.114% 770.021% -0.093%-81.721%
475Fund accounting softwareTechnical SkillsBusiness applications1 4660.023% 1220.033% 0.010%44.433%
1260GamingTechnical SkillsMisc2 41,9722.052% 7,2351.951% -0.101%-4.902%
113Generic databasesTechnical SkillsInformation mgmt2 331,04016.182% 66,68017.982% 1.800%11.124%
1365Google AppsTechnical SkillsBusiness applications4 8,3740.409% 1,4790.399% -0.010%-2.562%
1364Google PlusTechnical SkillsSocial Networking1 9310.046% 9230.249% 0.203%446.947%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications27 103,5695.063% 16,9704.576% -0.486%-9.605%
484Graphic softwareTechnical SkillsBusiness applications15 155,0707.580% 28,3957.658% 0.077%1.020%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 50,5722.472% 8,2962.237% -0.235%-9.499%
1323Green ITTechnical SkillsEnvironmental8 4,8710.238% 9730.262% 0.024%10.202%
893Guidance systemsTechnical SkillsHardware1 1300.006% 100.003% -0.004%-57.563%
895Hardware description language (HDL)Technical SkillsHardware2 7470.037% 800.022% -0.015%-40.917%
1277Hardware DesignTechnical SkillsHardware19 17,8220.871% 2,3020.621% -0.250%-28.741%
1278Hardware TestingTechnical SkillsHardware4 6,8480.335% 5950.160% -0.174%-52.066%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 6540.032% 400.011% -0.021%-66.258%
492Helpdesk or call centerTechnical SkillsBusiness applications2 76,5363.741% 11,7103.158% -0.583%-15.592%
114IBM databasesTechnical SkillsInformation mgmt2 60,4302.954% 11,3483.060% 0.106%3.600%
121IBM operating systemsTechnical SkillsBusiness applications4 47,3762.316% 7,6972.076% -0.240%-10.369%
898Image capture devicesTechnical SkillsHardware8 9,3410.457% 1,3380.361% -0.096%-20.977%
524Industrial control softwareTechnical SkillsBusiness applications3 8,5560.418% 1,0130.273% -0.145%-34.682%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 31,8901.559% 5,9651.609% 0.050%3.193%
899InfraredTechnical SkillsHardware1 1,9690.096% 760.020% -0.076%-78.706%
1180InstallationTechnical SkillsSoftware development1 183,9898.994% 32,2498.697% -0.297%-3.302%
901Interface definition language (IDL)Technical SkillsHardware1 9920.048% 480.013% -0.036%-73.305%
536Internet browser softwareTechnical SkillsBusiness applications4 13,1740.644% 2,0440.551% -0.093%-14.403%
541Inventory management softwareTechnical SkillsBusiness applications3 9,1290.446% 1,4540.392% -0.054%-12.131%
73IT Architecture/StandardsTechnical SkillsHardware2 13,9870.684% 2,6330.710% 0.026%3.853%
1357Java METechnical SkillsMobile Platforms2 9740.048% 1030.028% -0.020%-41.659%
1035KernelTechnical SkillsNetwork1 27,5081.345% 3,7171.002% -0.342%-25.454%
907LasersTechnical SkillsHardware1 5960.029% 320.009% -0.021%-70.379%
1038License management softwareTechnical SkillsNetwork1 1,2350.060% 2180.059% -0.002%-2.617%
1361LinkedInTechnical SkillsSocial Networking1 14,5460.711% 4,8501.308% 0.597%83.946%
908Mainframe computersTechnical SkillsHardware2 50,4002.464% 7,2231.948% -0.516%-20.936%
124Mainframe operating systemsTechnical SkillsBusiness applications7 30,9281.512% 3,7211.003% -0.508%-33.626%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 51,1102.498% 9,3902.532% 0.034%1.357%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 9,6830.473% 1,6480.444% -0.029%-6.105%
1281Medical softwareTechnical SkillsBusiness applications9 10,6980.523% 1,7580.474% -0.049%-9.341%
115Microsoft databasesTechnical SkillsInformation mgmt5 323,89515.833% 71,28019.223% 3.390%21.411%
119Microsoft operating systemsTechnical SkillsBusiness applications4 478,47723.389% 82,70822.305% -1.085%-4.637%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 10,2360.500% 4,5361.223% 0.723%144.476%
625MultimediaTechnical SkillsBusiness applications1 22,0351.077% 2,8410.766% -0.311%-28.870%
1362MySpaceTechnical SkillsSocial Networking1 3,5850.175% 2420.065% -0.110%-62.759%
74Network administrationTechnical SkillsHardware12 153,3127.494% 23,6246.371% -1.123%-14.990%
1282Network Administration softwareTechnical SkillsNetwork17 103,9305.080% 21,8665.897% 0.816%16.070%
1283Network HardwareTechnical SkillsNetwork11 84,0834.110% 14,9064.020% -0.090%-2.198%
1284Network Monitoring softwareTechnical SkillsNetwork14 53,6862.624% 11,5933.126% 0.502%19.132%
1059Network operation system software (NOS)Technical SkillsNetwork2 1,8840.092% 3180.086% -0.006%-6.881%
1122Network securityTechnical SkillsSecurity1 63,9643.127% 13,4923.639% 0.512%16.368%
1285Network Security softwareTechnical SkillsSecurity33 139,0816.799% 26,9337.263% 0.465%6.834%
1286Network softwareTechnical SkillsNetwork5 38,9601.904% 7,5312.031% 0.126%6.642%
1287Network TestingTechnical SkillsNetwork11 33,2731.626% 6,6941.805% 0.179%10.991%
1065Novell network softwareTechnical SkillsNetwork2 3,9900.195% 2010.054% -0.141%-72.208%
643OberonTechnical SkillsBusiness applications1 970.005% 20.001% -0.004%-88.625%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 296,75814.506% 62,37516.821% 2.315%15.958%
1288Office ApplicationsTechnical SkillsBusiness applications13 264,35512.922% 44,88712.105% -0.817%-6.325%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 28,6861.402% 5,8921.589% 0.187%13.315%
116Open-source databasesTechnical SkillsInformation mgmt4 118,4345.789% 29,8258.043% 2.254%38.930%
118Open-source operating systemsTechnical SkillsBusiness applications8 369,26318.051% 72,67919.600% 1.549%8.584%
56Operating SystemsTechnical SkillsBusiness applications3 210,51110.290% 36,3789.810% -0.480%-4.664%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 1,1200.055% 1830.049% -0.005%-9.858%
117Oracle databasesTechnical SkillsInformation mgmt1 387,43918.939% 78,22821.096% 2.157%11.391%
1354Palm OSTechnical SkillsMobile Platforms3 2,7490.134% 5790.156% 0.022%16.197%
1289Physical ToolsTechnical SkillsHardware1 1220.006% 100.003% -0.003%-54.780%
683Point of sale (POS)Technical SkillsBusiness applications3 11,4900.562% 2,7980.755% 0.193%34.345%
931PrintersTechnical SkillsHardware3 17,6300.862% 3,2330.872% 0.010%1.169%
43ProgrammingTechnical SkillsSoftware development1 614,30730.029% 111,89030.174% 0.145%0.484%
700ProvisioningTechnical SkillsBusiness applications1 25,4691.245% 6,0721.637% 0.393%31.526%
1258Rate ControlTechnical SkillsTechnical applications1 1680.008% 130.004% -0.005%-57.310%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 34,0711.665% 4,4481.200% -0.466%-27.977%
1077Remote control softwareTechnical SkillsNetwork2 1,9500.095% 3200.086% -0.009%-9.467%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 1,4210.069% 2310.062% -0.007%-10.317%
1262RoboticsTechnical SkillsHardware2 8,1980.401% 1,5220.410% 0.010%2.424%
1318RSATechnical SkillsSecurity1 10,4870.513% 1,6680.450% -0.063%-12.252%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 45,9132.244% 15,1104.075% 1.831%81.561%
44SDLCTechnical SkillsSoftware development7 264,71612.940% 60,60916.345% 3.405%26.314%
1132Secure shell (SSH)Technical SkillsSecurity1 2130.010% 690.019% 0.008%78.716%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 28,0711.372% 6,3951.725% 0.352%25.683%
76SecurityTechnical SkillsHardware4 1,218,92759.584% 370,17499.828% 40.244%67.541%
1315Security ClearanceTechnical SkillsMisc2 181,5498.875% 13,8233.728% -5.147%-57.995%
1135Security testing softwareTechnical SkillsSecurity1 5,1060.250% 9350.252% 0.003%1.024%
60Sharepoint ServerTechnical SkillsBusiness applications1 9,0700.443% 2,4140.651% 0.208%46.833%
1084Signal generatorsTechnical SkillsNetwork1 4280.021% 690.019% -0.002%-11.060%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 22,2571.088% 3,7311.006% -0.082%-7.519%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 79,4943.886% 20,2305.456% 1.570%40.396%
1220Simulation softwareTechnical SkillsSoftware development5 38,4411.879% 3,8891.049% -0.830%-44.187%
1366Social NetworkTechnical SkillsSocial Networking1 6,1100.299% 1,3170.355% 0.056%18.915%
1358Social NetworkingTechnical SkillsSocial Networking1 16,1370.789% 2,2130.597% -0.192%-24.343%
42Software DevelopmentTechnical SkillsSoftware development2 572,23827.972% 99,80026.914% -1.059%-3.784%
1291Software Development softwareTechnical SkillsSoftware development2 4,7870.234% 4980.134% -0.100%-42.607%
1309Software EngineeringTechnical SkillsSoftware development1 334,94816.373% 58,10115.669% -0.705%-4.303%
1292Software InstallationTechnical SkillsSoftware development4 231,98611.340% 49,62613.383% 2.043%18.016%
1223Software librariesTechnical SkillsSoftware development1 7420.036% 2280.061% 0.025%69.521%
1293Software MaintenanceTechnical SkillsSoftware development1 17,2860.845% 3,8111.028% 0.183%21.629%
1294Software TestingTechnical SkillsSoftware development14 241,55811.808% 51,49513.887% 2.079%17.608%
1225Source code management (SCM)Technical SkillsSoftware development5 82,9694.056% 17,5364.729% 0.673%16.602%
1229Static analysis softwareTechnical SkillsSoftware development1 1,5800.077% 4220.114% 0.037%47.349%
772Statistical analysis softwareTechnical SkillsBusiness applications23 146,8627.179% 24,1126.503% -0.676%-9.423%
774Statistical softwareTechnical SkillsBusiness applications1 70,6983.456% 8,7652.364% -1.092%-31.603%
1230Stress testing softwareTechnical SkillsSoftware development1 5,9590.291% 1,2830.346% 0.055%18.781%
122Sun operating systemsTechnical SkillsBusiness applications3 113,3855.543% 14,6543.952% -1.591%-28.699%
939Surveillance systemsTechnical SkillsHardware5 19,4580.951% 2,0120.543% -0.409%-42.954%
791Symantec softwareTechnical SkillsBusiness applications1 15,8400.774% 3,9251.058% 0.284%36.703%
1355SymbianTechnical SkillsMobile Platforms1 1060.005% 250.007% 0.002%30.115%
1310System AdministrationTechnical SkillsNetwork4 149,2567.296% 24,6956.660% -0.636%-8.721%
45System TestingTechnical SkillsSoftware development5 48,1632.354% 10,5812.853% 0.499%21.201%
46Systems AnalysisTechnical SkillsSoftware development8 189,8429.280% 30,9368.343% -0.937%-10.099%
47Systems DesignTechnical SkillsSoftware development1 33,7131.648% 5,4761.477% -0.171%-10.389%
1233Systems EvaluationTechnical SkillsSoftware development1 1490.007% 340.009% 0.002%25.888%
1234Systems integrationTechnical SkillsSoftware development8 117,9755.767% 18,7335.052% -0.715%-12.399%
75TCP/IPTechnical SkillsHardware3 137,3936.716% 23,5766.358% -0.358%-5.333%
1235Technology DesignTechnical SkillsSoftware development1 2,1000.103% 3830.103% 0.001%0.617%
1236TemplatesTechnical SkillsSoftware development1 30,7081.501% 6,8451.846% 0.345%22.974%
1239Test implementationTechnical SkillsSoftware development1 7540.037% 1660.045% 0.008%21.459%
1302TestingTechnical SkillsSoftware development1 658,61332.195% 135,96536.667% 4.472%13.891%
1297Training softwareTechnical SkillsBusiness applications3 2,0960.102% 2830.076% -0.026%-25.512%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 3,1560.154% 6020.162% 0.008%5.233%
1360TwitterTechnical SkillsSocial Networking1 25,1141.228% 5,6291.518% 0.290%23.654%
123UNIX operating systemsTechnical SkillsBusiness applications5 390,53919.091% 62,39016.825% -2.265%-11.866%
1298UNIX ShellsTechnical SkillsBusiness applications4 80,3743.929% 17,3174.670% 0.741%18.864%
48User-Interface DesignTechnical SkillsSoftware development2 128,5006.281% 31,0388.370% 2.089%33.255%
836Video creation and editing softwareTechnical SkillsBusiness applications3 9,2800.454% 1,7760.479% 0.025%5.582%
64Visual StudioTechnical SkillsSoftware development1 78,8903.856% 19,5445.271% 1.414%36.674%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 2,5070.123% 4640.125% 0.003%2.107%
77Voice/Data TelecomTechnical SkillsHardware10 164,8188.057% 24,9346.724% -1.333%-16.540%
1299Web Application ServerTechnical SkillsBusiness applications8 116,2415.682% 21,3565.759% 0.077%1.357%
1248Web platform development softwareTechnical SkillsSoftware development5 8,5580.418% 1,4090.380% -0.038%-9.170%
65web programmerTechnical SkillsSoftware development4 30,5251.492% 3,8201.030% -0.462%-30.960%
58Web serversTechnical SkillsBusiness applications6 175,5558.582% 35,5809.595% 1.014%11.811%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 118,3795.787% 25,7456.943% 1.156%19.981%
1356Windows CETechnical SkillsMobile Platforms4 16,7410.818% 3,2480.876% 0.058%7.035%
1102WirelessTechnical SkillsNetwork5 95,9724.691% 14,3263.863% -0.828%-17.648%
1363YouTubeTechnical SkillsSocial Networking2 4,4400.217% 8110.219% 0.002%0.770%
79.NETProgramming SkillsCurrent1 261,06412.761% 55,57914.988% 2.227%17.451%
209A programming language (APL)Programming SkillsLegacy2 3,6890.180% 3230.087% -0.093%-51.696%
99AdaProgramming SkillsLegacy1 7,8120.382% 1,1300.305% -0.077%-20.199%
80AJAXProgramming SkillsCurrent1 152,4017.450% 34,6999.358% 1.908%25.609%
192Apple AppleScriptProgramming SkillsCurrent1 3070.015% 690.019% 0.004%23.995%
81ASPProgramming SkillsCurrent2 184,9769.042% 38,01210.251% 1.209%13.370%
108AssemblyProgramming SkillsLegacy2 8,3610.409% 6850.185% -0.224%-54.801%
211AWKProgramming SkillsLegacy1 5,3160.260% 1,1480.310% 0.050%19.138%
212BProgramming SkillsLegacy1 25,1231.228% 4,6961.266% 0.038%3.122%
83C#Programming SkillsCurrent2 242,71611.865% 57,15315.413% 3.548%29.907%
82C/C++Programming SkillsCurrent3 409,30120.008% 62,44616.840% -3.167%-15.830%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 157,2287.686% 46,60312.568% 4.882%63.522%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 5200.025% 2010.054% 0.029%113.248%
84CGIProgramming SkillsCurrent2 14,3650.702% 3,1550.851% 0.149%21.168%
217ClipperProgramming SkillsLegacy1 4050.020% 1380.037% 0.017%87.982%
218CLUProgramming SkillsLegacy1 1490.007% 90.002% -0.005%-66.677%
100CobolProgramming SkillsLegacy1 18,8890.923% 2,8760.776% -0.148%-16.001%
85ColdFusionProgramming SkillsCurrent2 17,5610.858% 2,2050.595% -0.264%-30.729%
219Combined programming language (CPL)Programming SkillsLegacy1 3510.017% 150.004% -0.013%-76.424%
195Component object model (COM)Programming SkillsCurrent1 4880.024% 1760.047% 0.024%98.969%
125Database programmingProgramming SkillsCurrent3 65,3603.195% 11,9583.225% 0.030%0.934%
196Distributed component object model (DCOM)Programming SkillsCurrent1 4,8270.236% 5180.140% -0.096%-40.797%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 15,6910.767% 2,9740.802% 0.035%4.564%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 3,6440.178% 7670.207% 0.029%16.121%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 29,8311.458% 5,3881.453% -0.005%-0.356%
109ForthProgramming SkillsLegacy1 4,6140.226% 1,3200.356% 0.130%57.830%
102FortranProgramming SkillsLegacy1 4,4400.217% 3630.098% -0.119%-54.896%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 426,18220.833% 68,26818.410% -2.422%-11.628%
222JProgramming SkillsLegacy1 8,1680.399% 1,3670.369% -0.031%-7.669%
87Java/J2EE/J2PProgramming SkillsCurrent4 531,43125.978% 107,96129.115% 3.137%12.076%
97JavaScriptProgramming SkillsCurrent3 271,18113.256% 68,50018.473% 5.217%39.356%
89JavaServer FacesProgramming SkillsCurrent3 23,3621.142% 4,7741.287% 0.145%12.737%
88JavaServer PagesProgramming SkillsCurrent3 104,7415.120% 18,8565.085% -0.035%-0.682%
223Job control language (JCL)Programming SkillsLegacy2 10,7060.523% 1,6000.431% -0.092%-17.551%
126LAMPProgramming SkillsCurrent1 25,1571.230% 6,7411.818% 0.588%47.829%
104LispProgramming SkillsLegacy1 1,7100.084% 2990.081% -0.003%-3.535%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 1,0640.052% 2380.064% 0.012%23.404%
201Microsoft ActiveXProgramming SkillsCurrent1 4,6170.226% 5090.137% -0.088%-39.179%
107PascalProgramming SkillsLegacy1 1,2380.061% 1750.047% -0.013%-22.015%
90PerlProgramming SkillsCurrent1 190,9969.336% 32,8498.859% -0.478%-5.116%
91PHPProgramming SkillsCurrent1 101,0194.938% 21,5325.807% 0.869%17.591%
103PL/1Programming SkillsLegacy3 4430.022% 430.012% -0.010%-46.450%
105PrologProgramming SkillsLegacy1 1,1570.057% 1180.032% -0.025%-43.735%
95PythonProgramming SkillsCurrent1 102,0454.988% 25,7426.942% 1.954%39.169%
228Register transfer language (RTL)Programming SkillsLegacy1 27,1281.326% 10,2212.756% 1.430%107.859%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 9830.048% 2320.063% 0.015%30.205%
206Scripting languagesProgramming SkillsCurrent1 50,3612.462% 10,0422.708% 0.246%10.007%
101SmalltalkProgramming SkillsLegacy1 9170.045% 910.025% -0.020%-45.252%
92SQLProgramming SkillsCurrent3 694,98433.973% 151,72740.918% 6.945%20.443%
110TCLProgramming SkillsLegacy1 13,8010.675% 1,8200.491% -0.184%-27.247%
98Unified Modeling LanguageProgramming SkillsCurrent2 81,4393.981% 12,0493.249% -0.732%-18.377%
93Visual BasicProgramming SkillsCurrent6 172,4098.428% 27,9997.551% -0.877%-10.407%
207Web service definition language (WSDL)Programming SkillsCurrent2 19,3260.945% 4,0481.092% 0.147%15.556%
94XMLProgramming SkillsCurrent2 319,41615.614% 62,32616.808% 1.194%7.648%
1342Computer ScienceMajorsComputer Science2 2,045,717100.000% 370,811100.000% 0.000%0.000%
1344Information TechnologyMajorsInformation Technology3 589,94328.838% 80,49521.708% -7.130%-24.725%
1343Management Information SystemsMajorsManagement Information Systems9 541,92926.491% 96,00025.889% -0.602%-2.271%

IT Degrees

Information Technology

2013-09-16Jobs Found:1,100,817Click on column headings to sort
Skill IDSkill NamePrimary CategorySecondary CategoryNumber of SynonymsOccurrencesFrequencyLast 2 years OccurrencesLast 2 years FrequencyLast 2 years Growth/DeclineMovement
252Analytical ThinkingSoft SkillsProblem-solving skills1 2,0880.190% 5120.371% 0.182%95.836%
2Attention to DetailsSoft SkillsProblem-solving skills1 2,5120.228% 6030.437% 0.209%91.712%
8Conflict ResolutionSoft SkillsInterpersonal skills1 5,6830.516% 1,2810.929% 0.413%80.021%
231CooperationSoft SkillsInterpersonal skills1 8,7290.793% 1,1330.822% 0.029%3.662%
3CreativitySoft SkillsProblem-solving skills3 25,7702.341% 5,0373.654% 1.313%56.103%
4Critical thinkingSoft SkillsProblem-solving skills3 9,5640.869% 2,5031.816% 0.947%109.013%
1300FlexibilitySoft SkillsWork ethic1 83,1597.554% 5,3293.866% -3.688%-48.821%
232IndependenceSoft SkillsInterpersonal skills1 5,6340.512% 1,1030.800% 0.288%56.355%
13Initiative/Motivation to workSoft SkillsWork ethic5 119,91910.894% 21,97715.944% 5.051%46.364%
256InnovationSoft SkillsProblem-solving skills1 58,6095.324% 12,7879.277% 3.953%74.244%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 130,87911.889% 16,20911.760% -0.130%-1.090%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 6090.055% 900.065% 0.010%18.026%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 64,3145.842% 14,08910.222% 4.379%74.955%
10LeadershipSoft SkillsInterpersonal skills1 228,73920.779% 32,77423.778% 2.999%14.430%
258LearningSoft SkillsProblem-solving skills1 127,67211.598% 9,1606.646% -4.952%-42.700%
1Learning AbilitySoft SkillsProblem-solving skills3 13,6431.239% 2,8932.099% 0.860%69.352%
236ListeningSoft SkillsLanguage skills1 43,8663.985% 2,9472.138% -1.847%-46.346%
260MathematicsSoft SkillsProblem-solving skills3 28,5882.597% 4,4813.251% 0.654%25.183%
261MemorizationSoft SkillsProblem-solving skills1 610.006% 30.002% -0.003%-60.722%
18Negotiation SkillsSoft SkillsLanguage skills1 11,9201.083% 2,3161.680% 0.597%55.173%
262OptimizationSoft SkillsProblem-solving skills1 41,7613.794% 7,2595.266% 1.473%38.822%
19Oral CommunicationsSoft SkillsLanguage skills3 15,1861.380% 2,8542.071% 0.691%50.094%
273PersistenceSoft SkillsWork ethic1 2,1710.197% 5550.403% 0.205%104.167%
239PersuasionSoft SkillsLanguage skills1 1,5170.138% 3770.274% 0.136%98.476%
1301Physical SkillSoft SkillsWork ethic2 9920.090% 1730.126% 0.035%39.279%
240PresentationsSoft SkillsLanguage skills1 54,4684.948% 8,5026.168% 1.220%24.661%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 135,92312.347% 31,13022.585% 10.237%82.910%
20Questioning skillsSoft SkillsLanguage skills1 2340.021% 860.062% 0.041%193.518%
241Reading ComprehensionSoft SkillsLanguage skills1 3420.031% 1060.077% 0.046%147.532%
6Research skillsSoft SkillsProblem-solving skills1 2,1200.193% 2750.200% 0.007%3.598%
15ResponsibilitySoft SkillsWork ethic2 105,4379.578% 16,90012.261% 2.683%28.011%
234Self ControlSoft SkillsInterpersonal skills1 800.007% 140.010% 0.003%39.762%
11Self-esteemSoft SkillsInterpersonal skills1 230.002% 40.003% 0.001%38.894%
16Self-managementSoft SkillsWork ethic1 7540.068% 2320.168% 0.100%145.736%
250Stress ToleranceSoft SkillsPhysical skills1 1070.010% 530.038% 0.029%295.589%
12TeamworkSoft SkillsInterpersonal skills1 44,4074.034% 8,1655.924% 1.890%46.844%
17Time ManagementSoft SkillsWork ethic2 30,9502.812% 7,2905.289% 2.477%88.113%
268VisualizationSoft SkillsProblem-solving skills1 5,6610.514% 7300.530% 0.015%2.987%
7Working under pressureSoft SkillsProblem-solving skills1 4630.042% 2170.157% 0.115%274.310%
21Written CommunicationsSoft SkillsLanguage skills4 154,17914.006% 23,03316.710% 2.705%19.310%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 193,64517.591% 6,7564.901% -12.690%-72.136%
172Account managementBusiness SkillsManagement skills1 10,6670.969% 1,4711.067% 0.098%10.134%
22AccountingBusiness SkillsBusiness processes4 275,72525.047% 11,0888.044% -17.003%-67.883%
1263Accounting softwareBusiness SkillsBusiness processes7 39,2023.561% 7440.540% -3.021%-84.843%
174AdministrationBusiness SkillsManagement skills3 389,03235.340% 36,41226.417% -8.923%-25.250%
1313AnalystBusiness SkillsProject management1 211,08319.175% 32,35623.474% 4.299%22.420%
175Application managementBusiness SkillsManagement skills5 67,3086.114% 12,4569.037% 2.922%47.797%
150Asset managementBusiness SkillsBusiness processes1 16,1621.468% 2,6451.919% 0.451%30.702%
151AuditingBusiness SkillsBusiness processes4 98,8718.982% 10,0017.256% -1.726%-19.216%
1264Auditing softwareBusiness SkillsBusiness processes1 1230.011% 20.001% -0.010%-87.014%
152BillingBusiness SkillsBusiness processes1 55,4705.039% 3,0942.245% -2.794%-55.453%
1314Business AnalystBusiness SkillsProject management1 90,7668.245% 14,04110.187% 1.941%23.546%
35Business IntelligenceBusiness SkillsStrategy skills1 42,7823.886% 7,8425.689% 1.803%46.392%
155Business performance management (BPM)Business SkillsBusiness processes2 5,7380.521% 1,1370.825% 0.304%58.253%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 23,6542.149% 1,5941.156% -0.992%-46.181%
36Business StrategyBusiness SkillsStrategy skills3 228,76420.781% 35,78725.963% 5.182%24.937%
182Calendar and schedulingBusiness SkillsProject management3 45,4444.128% 6,6604.832% 0.704%17.044%
156Capacity planningBusiness SkillsBusiness processes1 18,1481.649% 3,7792.742% 1.093%66.303%
28Change ManagementBusiness SkillsManagement skills1 42,3343.846% 10,3147.483% 3.637%94.576%
24Contracting and legalBusiness SkillsBusiness processes2 142,60612.955% 7,5425.472% -7.483%-57.762%
176CoordinationBusiness SkillsManagement skills1 55,7695.066% 9,6226.981% 1.915%37.792%
157Cost accountingBusiness SkillsBusiness processes1 2,5660.233% 1950.141% -0.092%-39.308%
158Cost estimationBusiness SkillsBusiness processes1 1,0090.092% 980.071% -0.021%-22.431%
1312Customer SupportBusiness SkillsBusiness processes6 236,88321.519% 31,58122.912% 1.393%6.474%
1339EducationBusiness SkillsIndustry Segment1 11,8021.072% 1,9421.409% 0.337%31.415%
1333EnergyBusiness SkillsIndustry Segment1 47,5714.321% 8,6296.260% 1.939%44.867%
1340EntertainmentBusiness SkillsIndustry Segment1 157,37414.296% 2,4691.791% -12.505%-87.470%
1319EnvironmentalBusiness SkillsEnvironmental14 103,5129.403% 4,2473.081% -6.322%-67.232%
1320Environmental StrategyBusiness SkillsEnvironmental5 2,0560.187% 4170.303% 0.116%61.981%
161FinancialBusiness SkillsBusiness processes2 403,39136.645% 36,53526.506% -10.139%-27.667%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 2,1410.194% 4400.319% 0.125%64.130%
1332Health CareBusiness SkillsIndustry Segment2 322,71629.316% 23,82417.284% -12.032%-41.041%
177Human resourcesBusiness SkillsManagement skills2 219,32519.924% 6,1434.457% -15.467%-77.631%
1336InsuranceBusiness SkillsIndustry Segment1 5,7840.525% 1,3640.990% 0.464%88.338%
1316Managing/SupervisionBusiness SkillsManagement skills5 568,07751.605% 58,65742.556% -9.049%-17.536%
1334ManufacturingBusiness SkillsIndustry Segment2 180,57416.404% 8,1305.898% -10.505%-64.043%
26MarketingBusiness SkillsBusiness processes1 264,51924.029% 9,9997.254% -16.775%-69.811%
185MonitoringBusiness SkillsProject management1 103,5959.411% 20,70415.021% 5.610%59.613%
179NegotiationBusiness SkillsManagement skills1 44,3684.030% 8,1195.890% 1.860%46.145%
163Operation and ControlBusiness SkillsBusiness processes2 4860.044% 770.056% 0.012%26.534%
29Outsourcing ManagementBusiness SkillsManagement skills3 78,4677.128% 5,0583.670% -3.458%-48.519%
167ProcurementBusiness SkillsBusiness processes1 65,3985.941% 3,8302.779% -3.162%-53.228%
1290Project Management softwareBusiness SkillsProject management2 33,9763.086% 7,4755.423% 2.337%75.708%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 204,07418.538% 37,74527.384% 8.846%47.715%
168QualityBusiness SkillsBusiness processes1 304,24427.638% 48,52835.207% 7.569%27.386%
1337Real EstateBusiness SkillsIndustry Segment2 160,44614.575% 9020.654% -13.921%-95.510%
1335RetailBusiness SkillsIndustry Segment2 367,86533.417% 26,03418.888% -14.530%-43.480%
34Risk ManagementBusiness SkillsProject management1 34,4053.125% 6,2304.520% 1.394%44.617%
169Service OrientationBusiness SkillsBusiness processes1 8,5840.780% 1,4311.038% 0.258%33.138%
27Supply Chain ManagementBusiness SkillsBusiness processes3 67,8216.161% 4,7993.482% -2.679%-43.488%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 2,4540.223% 4150.301% 0.078%35.060%
178TeachingBusiness SkillsManagement skills7 199,38418.112% 4,2133.057% -15.056%-83.125%
190TimekeepingBusiness SkillsProject management3 67,6756.148% 2,1101.531% -4.617%-75.100%
1296Timekeeping softwareBusiness SkillsProject management1 1,1340.103% 1900.138% 0.035%33.811%
171Total quality management (TQM)Business SkillsBusiness processes2 1,1520.105% 2380.173% 0.068%64.997%
180TroubleshootingBusiness SkillsManagement skills1 107,2749.745% 22,79216.536% 6.791%69.684%
181VerificationBusiness SkillsManagement skills1 21,2781.933% 3,7202.699% 0.766%39.625%
1338Waste ManagementBusiness SkillsIndustry Segment1 8010.073% 1440.104% 0.032%43.576%
191WorkflowBusiness SkillsProject management1 40,5323.682% 8,8346.409% 2.727%74.065%
31Working GloballyBusiness SkillsManagement skills3 8,9480.813% 1900.138% -0.675%-83.042%
32Working with Virtual TeamsBusiness SkillsManagement skills2 1,6890.153% 2870.208% 0.055%35.708%
514GLTechnical SkillsSoftware development3 1,2820.116% 1280.093% -0.024%-20.260%
987Access servers & softwareTechnical SkillsNetwork10 32,6282.964% 6,4184.656% 1.692%57.095%
38Agile Development MethodsTechnical SkillsSoftware development3 11,7311.066% 3,4612.511% 1.445%135.624%
304Algorithmic softwareTechnical SkillsBusiness applications1 60.001% 00.000% -0.001%-100.000%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 9830.089% 940.068% -0.021%-23.629%
1352AndroidTechnical SkillsMobile Platforms2 3,3590.305% 1,6951.230% 0.925%303.007%
1351Apple iOSTechnical SkillsMobile Platforms6 5,2140.474% 1,8881.370% 0.896%189.190%
120Apple operating systemsTechnical SkillsBusiness applications6 15,9231.446% 4,4643.239% 1.792%123.899%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 36,5153.317% 180.013% -3.304%-99.606%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 90.001% 10.001% -0.000%-11.262%
1265Backup & RecoveryTechnical SkillsTechnical applications16 85,9817.811% 15,14510.988% 3.177%40.676%
1353BlackberryTechnical SkillsMobile Platforms2 8,7750.797% 1,8941.374% 0.577%72.379%
336Borland DelphiTechnical SkillsBusiness applications1 1,0800.098% 2080.151% 0.053%53.813%
337Borland JBuilderTechnical SkillsBusiness applications1 8160.074% 790.057% -0.017%-22.680%
338Borland ParadoxTechnical SkillsBusiness applications1 820.007% 80.006% -0.002%-22.084%
72Business Continuity PlanningTechnical SkillsHardware2 36,2373.292% 3,0642.223% -1.069%-32.471%
352Cadence OpusTechnical SkillsBusiness applications1 9560.087% 2910.211% 0.124%143.101%
868CalculatorsTechnical SkillsHardware1 5870.053% 250.018% -0.035%-65.986%
39CASE ToolsTechnical SkillsSoftware development1 85,8117.795% 7,4795.426% -2.369%-30.393%
367Categorization or classification softwareTechnical SkillsBusiness applications1 2,8910.263% 5890.427% 0.165%62.712%
112CertificationTechnical SkillsMisc3 246,16622.362% 34,86025.291% 2.929%13.097%
78CiscoTechnical SkillsHardware1 181,40916.479% 9,1226.618% -9.861%-59.841%
1009Cisco Systems IOSTechnical SkillsNetwork1 5,8980.536% 2,3341.693% 1.158%216.045%
40Client-ServerTechnical SkillsSoftware development1 30,2862.751% 2,5841.875% -0.877%-31.860%
1011Cluster server softwareTechnical SkillsNetwork8 14,4661.314% 2,5341.838% 0.524%39.898%
1147CMAKETechnical SkillsSoftware development1 110.001% 90.007% 0.006%553.435%
1151Compatibility testingTechnical SkillsSoftware development1 2140.019% 390.028% 0.009%45.547%
1152CompilersTechnical SkillsSoftware development5 8,1230.738% 8790.638% -0.100%-13.578%
1255Compliance softwareTechnical SkillsTechnical applications3 6,5740.597% 1,3520.981% 0.384%64.248%
385Computer aided design (CAD)Technical SkillsBusiness applications12 44,4514.038% 8960.650% -3.388%-83.902%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 1,9440.177% 1630.118% -0.058%-33.036%
875Computer diagnosticsTechnical SkillsHardware5 35,9173.263% 6,2344.523% 1.260%38.618%
1107Computer forensicsTechnical SkillsSecurity1 3,3050.300% 2950.214% -0.086%-28.714%
1266Computer HardwareTechnical SkillsHardware15 25,3012.298% 4,0212.917% 0.619%26.925%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications1 34,6473.147% 1530.111% -3.036%-96.473%
1015Computer serversTechnical SkillsNetwork6 84,1637.646% 15,87511.517% 3.872%50.642%
1267Computer UtilitiesTechnical SkillsMisc1 2040.019% 270.020% 0.001%5.703%
59Content ManagerTechnical SkillsBusiness applications1 1,2200.111% 1910.139% 0.028%25.033%
878ControllersTechnical SkillsHardware2 5,3520.486% 6870.498% 0.012%2.516%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 6640.060% 1010.073% 0.013%21.480%
407Customer information control system (CICS)Technical SkillsBusiness applications2 4,3170.392% 6780.492% 0.100%25.430%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 85,9977.812% 9,9397.211% -0.601%-7.698%
953Data acquisition systemsTechnical SkillsInformation mgmt1 3,6210.329% 5590.406% 0.077%23.292%
955Data compression softwareTechnical SkillsInformation mgmt1 1,5480.141% 2430.176% 0.036%25.368%
956Data conversion softwareTechnical SkillsInformation mgmt1 4,8700.442% 1,0020.727% 0.285%64.320%
958Data dictionaryTechnical SkillsInformation mgmt1 2,3910.217% 5270.382% 0.165%76.029%
959Data entryTechnical SkillsInformation mgmt1 170,98415.532% 7670.556% -14.976%-96.417%
962Data mappingTechnical SkillsInformation mgmt1 4,0940.372% 1,1130.807% 0.436%117.120%
67Data MiningTechnical SkillsInformation mgmt5 46,4864.223% 1,5871.151% -3.071%-72.735%
963Data modelingTechnical SkillsInformation mgmt1 23,9792.178% 5,2803.831% 1.652%75.855%
68Data WarehousingTechnical SkillsInformation mgmt2 40,5503.684% 8,8476.418% 2.735%74.244%
69Database AdministrationTechnical SkillsInformation mgmt12 57,6325.235% 10,4197.559% 2.324%44.383%
969Database design softwareTechnical SkillsInformation mgmt15 37,9473.447% 7,2645.270% 1.823%52.880%
1268Database ReportingTechnical SkillsInformation mgmt3 14,3771.306% 2,7481.994% 0.688%52.651%
1269Database SecurityTechnical SkillsInformation mgmt2 790.007% 140.010% 0.003%41.532%
1270Database ServersTechnical SkillsInformation mgmt3 10,9110.991% 1,5961.158% 0.167%16.821%
1271Database TestingTechnical SkillsInformation mgmt1 4360.040% 770.056% 0.016%41.045%
1160DebuggingTechnical SkillsSoftware development7 42,2913.842% 8,3116.030% 2.188%56.949%
418Desktop publishing softwareTechnical SkillsBusiness applications13 16,7751.524% 1,4801.074% -0.450%-29.539%
1272Development EnvironmentTechnical SkillsSoftware development13 32,4382.947% 5,1523.738% 0.791%26.845%
1273Digital ImagingTechnical SkillsHardware1 2650.024% 240.017% -0.007%-27.670%
883Digital Signal Processor (DSP)Technical SkillsHardware2 1,2080.110% 640.046% -0.063%-57.688%
423Disk operating system (DOS)Technical SkillsBusiness applications1 2,6650.242% 4060.295% 0.052%21.669%
1307Doctor of PhilosophyTechnical SkillsMisc3 60,6985.514% 1,3871.006% -4.508%-81.750%
973Document management softwareTechnical SkillsInformation mgmt4 9,9100.900% 1,8051.310% 0.409%45.464%
1020Domain name system (DNS)Technical SkillsNetwork3 26,6912.425% 5,1003.700% 1.275%52.601%
61DreamweaverTechnical SkillsSoftware development1 6,3510.577% 6790.493% -0.084%-14.615%
54DSS/GDSSTechnical SkillsBusiness applications5 13,7991.254% 2,1901.589% 0.335%26.750%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 390.004% 30.002% -0.001%-38.566%
62EclipseTechnical SkillsSoftware development1 12,0481.094% 2,2471.630% 0.536%48.950%
1308Electronic CommerceTechnical SkillsBusiness applications2 40,5943.688% 5,5314.013% 0.325%8.816%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 7,5610.687% 1,6601.204% 0.517%75.340%
1023Electronic mail softwareTechnical SkillsNetwork8 17,2321.565% 3,3202.409% 0.843%53.870%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 55,6255.053% 10,7587.805% 2.752%54.459%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications14 85,3377.752% 9,1356.627% -1.125%-14.508%
1321Environmental CertificationTechnical SkillsEnvironmental1 870.008% 160.012% 0.004%46.877%
1328Environmental CleanupTechnical SkillsEnvironmental1 7320.066% 2780.202% 0.135%203.310%
1329Environmental EnergyTechnical SkillsEnvironmental21 3,2710.297% 5300.385% 0.087%29.404%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 2,6190.238% 2890.210% -0.028%-11.872%
1327Environmental PollutionTechnical SkillsEnvironmental15 34,4163.126% 4710.342% -2.785%-89.070%
1324Environmental Pollution ControlTechnical SkillsEnvironmental6 1,9690.179% 1450.105% -0.074%-41.187%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental4 3340.030% 510.037% 0.007%21.948%
1326Environmental Product StewardshipTechnical SkillsEnvironmental10 44,3504.029% 3120.226% -3.802%-94.382%
1331Environmental ScienceTechnical SkillsEnvironmental1 900.008% 00.000% -0.008%-100.000%
1322Environmental TechnologyTechnical SkillsEnvironmental2 1740.016% 120.009% -0.007%-44.921%
461Expert system softwareTechnical SkillsBusiness applications1 3900.035% 440.032% -0.004%-9.897%
1359FacebookTechnical SkillsSocial Networking1 35,5813.232% 32,96223.914% 20.682%639.857%
463Facilities management softwareTechnical SkillsBusiness applications4 6,9700.633% 6000.435% -0.198%-31.250%
468Flight control softwareTechnical SkillsBusiness applications1 920.008% 70.005% -0.003%-39.234%
469Flowchart softwareTechnical SkillsBusiness applications4 2,6160.238% 6510.472% 0.235%98.745%
1112Fraud DetectionTechnical SkillsSecurity1 4,0250.366% 7410.538% 0.172%47.030%
63FrontPageTechnical SkillsSoftware development1 8040.073% 600.044% -0.030%-40.400%
475Fund accounting softwareTechnical SkillsBusiness applications1 4360.040% 1110.081% 0.041%103.324%
1260GamingTechnical SkillsMisc2 15,1241.374% 1,1080.804% -0.570%-41.491%
113Generic databasesTechnical SkillsInformation mgmt2 107,2489.743% 19,86314.411% 4.668%47.914%
1365Google AppsTechnical SkillsBusiness applications4 1,7140.156% 7170.520% 0.364%234.088%
1364Google PlusTechnical SkillsSocial Networking1 50.000% 50.004% 0.003%698.643%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications27 88,5228.041% 7,8455.692% -2.350%-29.223%
484Graphic softwareTechnical SkillsBusiness applications15 102,5199.313% 13,1249.521% 0.208%2.238%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 11,6111.055% 1,4601.059% 0.004%0.424%
1323Green ITTechnical SkillsEnvironmental8 2,9230.266% 6150.446% 0.181%68.035%
893Guidance systemsTechnical SkillsHardware1 660.006% 20.001% -0.005%-75.799%
895Hardware description language (HDL)Technical SkillsHardware2 820.007% 80.006% -0.002%-22.084%
1277Hardware DesignTechnical SkillsHardware19 4,5310.412% 4520.328% -0.084%-20.330%
1278Hardware TestingTechnical SkillsHardware4 1,5440.140% 950.069% -0.071%-50.861%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 5030.046% 380.028% -0.018%-39.665%
492Helpdesk or call centerTechnical SkillsBusiness applications2 121,45611.033% 7,8235.676% -5.358%-48.559%
114IBM databasesTechnical SkillsInformation mgmt2 21,4871.952% 4,2313.070% 1.118%57.261%
121IBM operating systemsTechnical SkillsBusiness applications4 24,5502.230% 3,4972.537% 0.307%13.762%
898Image capture devicesTechnical SkillsHardware8 4,2900.390% 7450.540% 0.151%38.692%
524Industrial control softwareTechnical SkillsBusiness applications3 3,3910.308% 4260.309% 0.001%0.331%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 10,6610.968% 2,1091.530% 0.562%57.991%
899InfraredTechnical SkillsHardware1 2,8110.255% 350.025% -0.230%-90.056%
1180InstallationTechnical SkillsSoftware development1 90,0788.183% 14,03510.182% 2.000%24.436%
901Interface definition language (IDL)Technical SkillsHardware1 1350.012% 150.011% -0.001%-11.262%
536Internet browser softwareTechnical SkillsBusiness applications4 5,1090.464% 7280.528% 0.064%13.801%
541Inventory management softwareTechnical SkillsBusiness applications3 4,8310.439% 8070.585% 0.147%33.410%
73IT Architecture/StandardsTechnical SkillsHardware2 12,8561.168% 1,6831.221% 0.053%4.552%
1357Java METechnical SkillsMobile Platforms2 3860.035% 100.007% -0.028%-79.310%
1035KernelTechnical SkillsNetwork1 3,9520.359% 3230.234% -0.125%-34.726%
907LasersTechnical SkillsHardware1 2840.026% 40.003% -0.023%-88.752%
1038License management softwareTechnical SkillsNetwork1 5380.049% 1140.083% 0.034%69.229%
1361LinkedInTechnical SkillsSocial Networking1 9,5030.863% 1,6381.188% 0.325%37.659%
908Mainframe computersTechnical SkillsHardware2 58,9595.356% 3,9642.876% -2.480%-46.305%
124Mainframe operating systemsTechnical SkillsBusiness applications7 16,3921.489% 1,9911.444% -0.045%-2.996%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 22,3982.035% 3,3642.441% 0.406%19.950%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 6,2760.570% 9660.701% 0.131%22.927%
1281Medical softwareTechnical SkillsBusiness applications9 9,2120.837% 1,1210.813% -0.024%-2.814%
115Microsoft databasesTechnical SkillsInformation mgmt5 112,28810.200% 22,41316.261% 6.060%59.411%
119Microsoft operating systemsTechnical SkillsBusiness applications4 174,99915.897% 28,85720.936% 5.039%31.695%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 1,9330.176% 6380.463% 0.287%163.598%
625MultimediaTechnical SkillsBusiness applications1 122,39311.118% 8260.599% -10.519%-94.610%
1362MySpaceTechnical SkillsSocial Networking1 6500.059% 110.008% -0.051%-86.485%
74Network administrationTechnical SkillsHardware12 105,4299.577% 10,9557.948% -1.629%-17.014%
1282Network Administration softwareTechnical SkillsNetwork17 52,1814.740% 10,9727.960% 3.220%67.929%
1283Network HardwareTechnical SkillsNetwork11 38,6743.513% 6,6534.827% 1.314%37.389%
1284Network Monitoring softwareTechnical SkillsNetwork14 21,5241.955% 4,4673.241% 1.286%65.747%
1059Network operation system software (NOS)Technical SkillsNetwork2 2,0850.189% 4690.340% 0.151%79.647%
1122Network securityTechnical SkillsSecurity1 28,5832.597% 5,1283.720% 1.124%43.282%
1285Network Security softwareTechnical SkillsSecurity33 70,3166.388% 12,7409.243% 2.855%44.700%
1286Network softwareTechnical SkillsNetwork5 14,2141.291% 2,7221.975% 0.684%52.941%
1287Network TestingTechnical SkillsNetwork11 21,6931.971% 1,9901.444% -0.527%-26.737%
1065Novell network softwareTechnical SkillsNetwork2 1,4670.133% 1450.105% -0.028%-21.061%
643OberonTechnical SkillsBusiness applications1 1040.009% 10.001% -0.009%-92.321%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 64,3505.846% 10,4857.607% 1.761%30.128%
1288Office ApplicationsTechnical SkillsBusiness applications13 179,04016.264% 29,17721.168% 4.904%30.150%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 8,4050.764% 1,5531.127% 0.363%47.566%
116Open-source databasesTechnical SkillsInformation mgmt4 30,0992.734% 4,4753.247% 0.512%18.739%
118Open-source operating systemsTechnical SkillsBusiness applications8 96,2368.742% 16,42211.914% 3.172%36.283%
56Operating SystemsTechnical SkillsBusiness applications3 72,9956.631% 14,18310.290% 3.659%55.177%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 5890.054% 710.052% -0.002%-3.729%
117Oracle databasesTechnical SkillsInformation mgmt1 180,00316.352% 26,67719.354% 3.002%18.361%
1354Palm OSTechnical SkillsMobile Platforms3 2590.024% 400.029% 0.005%23.342%
1289Physical ToolsTechnical SkillsHardware1 490.004% 40.003% -0.002%-34.805%
683Point of sale (POS)Technical SkillsBusiness applications3 5,2770.479% 1,0580.768% 0.288%60.122%
931PrintersTechnical SkillsHardware3 10,8260.983% 2,0341.476% 0.492%50.050%
43ProgrammingTechnical SkillsSoftware development1 176,29516.015% 26,80319.446% 3.431%21.422%
700ProvisioningTechnical SkillsBusiness applications1 11,6041.054% 2,8082.037% 0.983%93.260%
1258Rate ControlTechnical SkillsTechnical applications1 80.001% 10.001% -0.000%-0.170%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 10,7800.979% 1,7231.250% 0.271%27.649%
1077Remote control softwareTechnical SkillsNetwork2 1,2180.111% 2650.192% 0.082%73.760%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 5930.054% 1010.073% 0.019%36.025%
1262RoboticsTechnical SkillsHardware2 2,3290.212% 2990.217% 0.005%2.531%
1318RSATechnical SkillsSecurity1 2,9380.267% 9360.679% 0.412%154.435%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 9,6800.879% 1,5541.127% 0.248%28.212%
44SDLCTechnical SkillsSoftware development7 93,6398.506% 22,03915.989% 7.483%87.970%
1132Secure shell (SSH)Technical SkillsSecurity1 780.007% 140.010% 0.003%43.346%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 11,3611.032% 2,0821.510% 0.478%46.358%
76SecurityTechnical SkillsHardware4 753,31668.432% 137,44999.719% 31.287%45.719%
1315Security ClearanceTechnical SkillsMisc2 105,2839.564% 6,8094.940% -4.624%-48.349%
1135Security testing softwareTechnical SkillsSecurity1 2,1400.194% 3780.274% 0.080%41.069%
60Sharepoint ServerTechnical SkillsBusiness applications1 4,1160.374% 8960.650% 0.276%73.854%
1084Signal generatorsTechnical SkillsNetwork1 2210.020% 180.013% -0.007%-34.952%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 7,4160.674% 1,1820.858% 0.184%27.292%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 18,3211.664% 4,0112.910% 1.246%74.846%
1220Simulation softwareTechnical SkillsSoftware development5 12,0061.091% 9760.708% -0.383%-35.076%
1366Social NetworkTechnical SkillsSocial Networking1 1,8480.168% 1320.096% -0.072%-42.954%
1358Social NetworkingTechnical SkillsSocial Networking1 5,8540.532% 2880.209% -0.323%-60.709%
42Software DevelopmentTechnical SkillsSoftware development2 294,91726.791% 26,22419.026% -7.765%-28.985%
1291Software Development softwareTechnical SkillsSoftware development2 1,5570.141% 2450.178% 0.036%25.670%
1309Software EngineeringTechnical SkillsSoftware development1 189,41917.207% 7,6265.533% -11.674%-67.847%
1292Software InstallationTechnical SkillsSoftware development4 95,2648.654% 19,20513.933% 5.279%61.004%
1223Software librariesTechnical SkillsSoftware development1 1160.011% 200.015% 0.004%37.697%
1293Software MaintenanceTechnical SkillsSoftware development1 4,0450.367% 1,0960.795% 0.428%116.394%
1294Software TestingTechnical SkillsSoftware development14 78,2207.106% 15,90711.541% 4.435%62.414%
1225Source code management (SCM)Technical SkillsSoftware development5 20,7451.885% 4,2153.058% 1.173%62.269%
1229Static analysis softwareTechnical SkillsSoftware development1 2660.024% 660.048% 0.024%98.159%
772Statistical analysis softwareTechnical SkillsBusiness applications23 93,5388.497% 9,5316.915% -1.582%-18.623%
774Statistical softwareTechnical SkillsBusiness applications1 30,2692.750% 2,6391.915% -0.835%-30.370%
1230Stress testing softwareTechnical SkillsSoftware development1 1,5860.144% 3580.260% 0.116%80.274%
122Sun operating systemsTechnical SkillsBusiness applications3 35,9843.269% 5,1423.731% 0.462%14.124%
939Surveillance systemsTechnical SkillsHardware5 12,3031.118% 8110.588% -0.529%-47.354%
791Symantec softwareTechnical SkillsBusiness applications1 7,7260.702% 1,8461.339% 0.637%90.822%
1355SymbianTechnical SkillsMobile Platforms1 170.002% 80.006% 0.004%275.832%
1310System AdministrationTechnical SkillsNetwork4 66,6076.051% 9,9327.206% 1.155%19.088%
45System TestingTechnical SkillsSoftware development5 14,7621.341% 3,4732.520% 1.179%87.894%
46Systems AnalysisTechnical SkillsSoftware development8 78,8137.160% 14,93910.838% 3.679%51.383%
47Systems DesignTechnical SkillsSoftware development1 12,6841.152% 2,0241.468% 0.316%27.440%
1233Systems EvaluationTechnical SkillsSoftware development1 3480.032% 410.030% -0.002%-5.907%
1234Systems integrationTechnical SkillsSoftware development8 74,8116.796% 7,5965.511% -1.285%-18.909%
75TCP/IPTechnical SkillsHardware3 43,3623.939% 7,5035.443% 1.504%38.190%
1235Technology DesignTechnical SkillsSoftware development1 1,3780.125% 2200.160% 0.034%27.505%
1236TemplatesTechnical SkillsSoftware development1 14,9911.362% 3,2762.377% 1.015%74.528%
1239Test implementationTechnical SkillsSoftware development1 2300.021% 330.024% 0.003%14.588%
1302TestingTechnical SkillsSoftware development1 240,93921.887% 49,45135.877% 13.989%63.916%
1297Training softwareTechnical SkillsBusiness applications3 1,8910.172% 1530.111% -0.061%-35.382%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 1,7930.163% 2660.193% 0.030%18.482%
1360TwitterTechnical SkillsSocial Networking1 16,2891.480% 1,5521.126% -0.354%-23.906%
123UNIX operating systemsTechnical SkillsBusiness applications5 145,84513.249% 17,36712.600% -0.649%-4.899%
1298UNIX ShellsTechnical SkillsBusiness applications4 20,6651.877% 4,0952.971% 1.094%58.260%
48User-Interface DesignTechnical SkillsSoftware development2 73,8386.708% 5,9924.347% -2.360%-35.190%
836Video creation and editing softwareTechnical SkillsBusiness applications3 1,5870.144% 1290.094% -0.051%-35.082%
64Visual StudioTechnical SkillsSoftware development1 22,1802.015% 5,0263.646% 1.631%80.973%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 2,2430.204% 1230.089% -0.115%-56.205%
77Voice/Data TelecomTechnical SkillsHardware10 132,29112.018% 12,6509.178% -2.840%-23.632%
1299Web Application ServerTechnical SkillsBusiness applications8 41,6223.781% 6,7544.900% 1.119%29.596%
1248Web platform development softwareTechnical SkillsSoftware development5 2,7200.247% 4020.292% 0.045%18.035%
65web programmerTechnical SkillsSoftware development4 56,2285.108% 1,0480.760% -4.348%-85.115%
58Web serversTechnical SkillsBusiness applications6 53,4004.851% 9,3426.778% 1.927%39.718%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 37,4253.400% 6,1834.486% 1.086%31.944%
1356Windows CETechnical SkillsMobile Platforms4 3,3450.304% 3870.281% -0.023%-7.601%
1102WirelessTechnical SkillsNetwork5 33,7103.062% 5,6984.134% 1.072%34.995%
1363YouTubeTechnical SkillsSocial Networking2 3210.029% 1430.104% 0.075%255.782%
79.NETProgramming SkillsCurrent1 111,58710.137% 15,26111.072% 0.935%9.225%
209A programming language (APL)Programming SkillsLegacy2 1,2870.117% 1560.113% -0.004%-3.195%
99AdaProgramming SkillsLegacy1 3,1510.286% 3800.276% -0.011%-3.686%
80AJAXProgramming SkillsCurrent1 36,2283.291% 6,1714.477% 1.186%36.039%
192Apple AppleScriptProgramming SkillsCurrent1 950.009% 90.007% -0.002%-24.339%
81ASPProgramming SkillsCurrent2 58,1705.284% 9,7737.090% 1.806%34.178%
108AssemblyProgramming SkillsLegacy2 1,4280.130% 710.052% -0.078%-60.292%
211AWKProgramming SkillsLegacy1 1,0280.093% 2080.151% 0.058%61.593%
212BProgramming SkillsLegacy1 13,9291.265% 1,7321.257% -0.009%-0.693%
83C#Programming SkillsCurrent2 96,3898.756% 12,4199.010% 0.254%2.899%
82C/C++Programming SkillsCurrent3 122,51611.130% 11,0578.022% -3.108%-27.923%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 43,6563.966% 8,4126.103% 2.137%53.889%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 2340.021% 520.038% 0.016%77.476%
84CGIProgramming SkillsCurrent2 5,4580.496% 2,4511.778% 1.282%258.643%
217ClipperProgramming SkillsLegacy1 1070.010% 310.022% 0.013%131.382%
218CLUProgramming SkillsLegacy1 1290.012% 70.005% -0.007%-56.663%
100CobolProgramming SkillsLegacy1 7,1010.645% 1,3060.948% 0.302%46.885%
85ColdFusionProgramming SkillsCurrent2 6,1510.559% 7180.521% -0.038%-6.775%
219Combined programming language (CPL)Programming SkillsLegacy1 1180.011% 170.012% 0.002%15.059%
195Component object model (COM)Programming SkillsCurrent1 430.004% 210.015% 0.011%290.035%
125Database programmingProgramming SkillsCurrent3 15,9861.452% 2,7431.990% 0.538%37.037%
196Distributed component object model (DCOM)Programming SkillsCurrent1 8570.078% 950.069% -0.009%-11.469%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 3,4500.313% 4770.346% 0.033%10.421%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 1,3470.122% 3150.229% 0.106%86.765%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 7,1500.650% 1,2060.875% 0.225%34.708%
109ForthProgramming SkillsLegacy1 3,1770.289% 7850.570% 0.281%97.335%
102FortranProgramming SkillsLegacy1 7780.071% 570.041% -0.029%-41.488%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 166,38715.115% 13,87910.069% -5.046%-33.382%
222JProgramming SkillsLegacy1 4,5100.410% 4830.350% -0.059%-14.469%
87Java/J2EE/J2PProgramming SkillsCurrent4 165,17515.005% 22,34816.213% 1.209%8.055%
97JavaScriptProgramming SkillsCurrent3 65,5475.954% 12,5289.089% 3.135%52.645%
89JavaServer FacesProgramming SkillsCurrent3 6,8280.620% 1,2190.884% 0.264%42.581%
88JavaServer PagesProgramming SkillsCurrent3 27,5992.507% 4,0452.935% 0.428%17.052%
223Job control language (JCL)Programming SkillsLegacy2 6,4880.589% 7880.572% -0.018%-3.001%
126LAMPProgramming SkillsCurrent1 8,0820.734% 6630.481% -0.253%-34.484%
104LispProgramming SkillsLegacy1 4240.039% 570.041% 0.003%7.365%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 3180.029% 510.037% 0.008%28.084%
201Microsoft ActiveXProgramming SkillsCurrent1 8460.077% 1150.083% 0.007%8.563%
107PascalProgramming SkillsLegacy1 3550.032% 330.024% -0.008%-25.760%
90PerlProgramming SkillsCurrent1 39,3053.571% 5,8164.220% 0.649%18.176%
91PHPProgramming SkillsCurrent1 26,8152.436% 4,0192.916% 0.480%19.700%
103PL/1Programming SkillsLegacy3 1100.010% 290.021% 0.011%110.551%
105PrologProgramming SkillsLegacy1 5150.047% 220.016% -0.031%-65.883%
95PythonProgramming SkillsCurrent1 16,8571.531% 3,0292.198% 0.666%43.506%
228Register transfer language (RTL)Programming SkillsLegacy1 8,2730.752% 3,7102.692% 1.940%258.149%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 1480.013% 400.029% 0.016%115.849%
206Scripting languagesProgramming SkillsCurrent1 9,3460.849% 1,8111.314% 0.465%54.755%
101SmalltalkProgramming SkillsLegacy1 1570.014% 220.016% 0.002%11.912%
92SQLProgramming SkillsCurrent3 249,72922.686% 43,36931.464% 8.778%38.696%
110TCLProgramming SkillsLegacy1 1,5410.140% 2040.148% 0.008%5.726%
98Unified Modeling LanguageProgramming SkillsCurrent2 22,3032.026% 3,5602.583% 0.557%27.479%
93Visual BasicProgramming SkillsCurrent6 53,7664.884% 8,4886.158% 1.274%26.081%
207Web service definition language (WSDL)Programming SkillsCurrent2 4,9240.447% 9840.714% 0.267%59.599%
94XMLProgramming SkillsCurrent2 83,5797.592% 14,50910.526% 2.934%38.641%
1342Computer ScienceMajorsComputer Science2 322,41429.289% 62,78545.551% 16.262%55.523%
1344Information TechnologyMajorsInformation Technology3 1,100,817100.000% 137,836100.000% 0.000%0.000%
1343Management Information SystemsMajorsManagement Information Systems9 192,53117.490% 35,48425.744% 8.254%47.192%