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Skill Frequencies: April, 2007 through 2012-04-10

All Degrees

All Degree Programs

2012-04-10Jobs Found:2,706,508Click 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 5,5780.206% 1,5630.238% 0.031%15.275%
2Attention to DetailsSoft SkillsProblem-solving skills1 8,5660.316% 2,0780.316% -0.001%-0.202%
8Conflict ResolutionSoft SkillsInterpersonal skills1 13,1000.484% 3,2040.487% 0.003%0.618%
231CooperationSoft SkillsInterpersonal skills1 20,9310.773% 3,3740.513% -0.261%-33.685%
3CreativitySoft SkillsProblem-solving skills3 72,4002.675% 17,1332.604% -0.071%-2.647%
4Critical thinkingSoft SkillsProblem-solving skills3 24,8180.917% 7,2231.098% 0.181%19.731%
1300FlexibilitySoft SkillsWork ethic1 129,4964.785% 40,0686.090% 1.306%27.291%
232IndependenceSoft SkillsInterpersonal skills1 12,3680.457% 3,6910.561% 0.104%22.772%
13Initiative/Motivation to workSoft SkillsWork ethic5 300,35911.098% 66,44110.099% -0.999%-8.998%
256InnovationSoft SkillsProblem-solving skills1 155,9625.762% 45,6766.943% 1.180%20.483%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 255,2319.430% 62,5089.501% 0.071%0.753%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 1,4250.053% 2730.041% -0.011%-21.186%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 154,3635.703% 40,8416.208% 0.504%8.845%
10LeadershipSoft SkillsInterpersonal skills1 524,39519.375% 125,43419.066% -0.309%-1.596%
258LearningSoft SkillsProblem-solving skills1 218,6588.079% 80,60312.252% 4.173%51.649%
1Learning AbilitySoft SkillsProblem-solving skills3 39,3581.454% 10,5931.610% 0.156%10.724%
236ListeningSoft SkillsLanguage skills1 63,9272.362% 36,8895.607% 3.245%137.393%
260MathematicsSoft SkillsProblem-solving skills3 137,1305.067% 25,4333.866% -1.201%-23.701%
18Negotiation SkillsSoft SkillsLanguage skills1 23,1000.853% 5,9190.900% 0.046%5.412%
262OptimizationSoft SkillsProblem-solving skills1 117,3474.336% 29,9264.549% 0.213%4.914%
19Oral CommunicationsSoft SkillsLanguage skills2 40,1311.483% 10,0281.524% 0.042%2.799%
273PersistenceSoft SkillsWork ethic1 8,1550.301% 2,5150.382% 0.081%26.873%
239PersuasionSoft SkillsLanguage skills1 3,6710.136% 9080.138% 0.002%1.755%
1301Physical SkillSoft SkillsWork ethic2 2,2770.084% 5230.079% -0.005%-5.508%
240PresentationsSoft SkillsLanguage skills1 127,0154.693% 27,3064.151% -0.542%-11.558%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 419,98915.518% 111,94417.016% 1.498%9.652%
20Questioning skillsSoft SkillsLanguage skills1 5230.019% 1980.030% 0.011%55.746%
241Reading ComprehensionSoft SkillsLanguage skills1 5820.022% 1640.025% 0.003%15.925%
6Research skillsSoft SkillsProblem-solving skills1 4,6050.170% 8240.125% -0.045%-26.387%
15ResponsibilitySoft SkillsWork ethic2 249,4629.217% 54,8098.331% -0.886%-9.614%
234Self ControlSoft SkillsInterpersonal skills1 1980.007% 670.010% 0.003%39.208%
16Self-managementSoft SkillsWork ethic1 2,4420.090% 5500.084% -0.007%-7.344%
250Stress ToleranceSoft SkillsPhysical skills1 2620.010% 1460.022% 0.013%129.248%
12TeamworkSoft SkillsInterpersonal skills1 103,2323.814% 23,3553.550% -0.264%-6.928%
17Time ManagementSoft SkillsWork ethic2 80,6812.981% 21,1813.220% 0.239%8.002%
268VisualizationSoft SkillsProblem-solving skills1 18,8160.695% 3,9520.601% -0.095%-13.594%
7Working under pressureSoft SkillsProblem-solving skills1 1,0100.037% 3720.057% 0.019%51.522%
21Written CommunicationsSoft SkillsLanguage skills3 385,93014.259% 82,73112.575% -1.684%-11.811%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 225,7208.340% 109,66816.670% 8.330%99.878%
172Account managementBusiness SkillsManagement skills1 29,6771.097% 6,3970.972% -0.124%-11.323%
22AccountingBusiness SkillsBusiness processes4 404,69814.953% 129,09819.623% 4.670%31.233%
1263Accounting softwareBusiness SkillsBusiness processes7 51,5701.905% 32,1684.890% 2.984%156.615%
174AdministrationBusiness SkillsManagement skills3 712,09426.310% 213,43332.442% 6.132%23.305%
1313AnalystBusiness SkillsProject management1 457,03616.887% 119,31518.136% 1.249%7.399%
175Application managementBusiness SkillsManagement skills5 171,9516.353% 42,3846.442% 0.089%1.403%
150Asset managementBusiness SkillsBusiness processes1 34,8611.288% 7,4441.131% -0.157%-12.154%
151AuditingBusiness SkillsBusiness processes4 172,7196.382% 57,2488.702% 2.320%36.356%
1264Auditing softwareBusiness SkillsBusiness processes1 1940.007% 340.005% -0.002%-27.901%
152BillingBusiness SkillsBusiness processes1 87,9733.250% 39,2015.959% 2.708%83.317%
1314Business AnalystBusiness SkillsProject management1 171,6316.341% 78,36311.911% 5.570%87.832%
35Business IntelligenceBusiness SkillsStrategy skills1 101,4163.747% 26,8724.085% 0.337%9.005%
155Business performance management (BPM)Business SkillsBusiness processes2 14,0970.521% 4,2740.650% 0.129%24.728%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 51,8431.915% 4,0660.618% -1.297%-67.735%
36Business StrategyBusiness SkillsStrategy skills3 482,15117.815% 105,27016.001% -1.813%-10.179%
182Calendar and schedulingBusiness SkillsProject management3 109,8294.058% 20,7193.149% -0.909%-22.392%
156Capacity planningBusiness SkillsBusiness processes1 50,5831.869% 13,3462.029% 0.160%8.543%
28Change ManagementBusiness SkillsManagement skills1 90,0073.326% 24,9063.786% 0.460%13.837%
24Contracting and legalBusiness SkillsBusiness processes2 210,5057.778% 65,0279.884% 2.106%27.083%
176CoordinationBusiness SkillsManagement skills1 122,2264.516% 26,0013.952% -0.564%-12.485%
157Cost accountingBusiness SkillsBusiness processes1 5,0790.188% 6160.094% -0.094%-50.105%
158Cost estimationBusiness SkillsBusiness processes1 2,2580.083% 4280.065% -0.018%-22.022%
1312Customer SupportBusiness SkillsBusiness processes6 531,25819.629% 152,26623.145% 3.516%17.910%
1339EducationBusiness SkillsIndustry Segment1 24,2800.897% 4,8000.730% -0.167%-18.671%
1333EnergyBusiness SkillsIndustry Segment1 127,4684.710% 28,5924.346% -0.364%-7.722%
1340EntertainmentBusiness SkillsIndustry Segment1 194,0147.168% 98,35814.950% 7.782%108.560%
1319EnvironmentalBusiness SkillsEnvironmental13 133,8364.945% 55,2328.395% 3.450%69.775%
1320Environmental StrategyBusiness SkillsEnvironmental5 7,1940.266% 2,6660.405% 0.139%52.456%
161FinancialBusiness SkillsBusiness processes2 717,17326.498% 206,41631.375% 4.877%18.406%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 3,5320.131% 4180.064% -0.067%-51.313%
1332Health CareBusiness SkillsIndustry Segment2 491,93418.176% 156,58023.800% 5.624%30.944%
177Human resourcesBusiness SkillsManagement skills2 282,05810.421% 114,09417.342% 6.921%66.410%
1336InsuranceBusiness SkillsIndustry Segment1 13,6400.504% 3,2540.495% -0.009%-1.857%
1316Managing/SupervisionBusiness SkillsManagement skills5 1,179,25243.571% 286,32943.522% -0.049%-0.112%
1334ManufacturingBusiness SkillsIndustry Segment2 285,32010.542% 85,80313.042% 2.500%23.716%
26MarketingBusiness SkillsBusiness processes1 419,87215.513% 143,20321.767% 6.254%40.310%
185MonitoringBusiness SkillsProject management1 265,1779.798% 65,3359.931% 0.133%1.360%
179NegotiationBusiness SkillsManagement skills1 89,5923.310% 20,9343.182% -0.128%-3.875%
163Operation and ControlBusiness SkillsBusiness processes2 1,5460.057% 2160.033% -0.024%-42.522%
29Outsourcing ManagementBusiness SkillsManagement skills3 110,0994.068% 14,1922.157% -1.911%-46.971%
167ProcurementBusiness SkillsBusiness processes1 91,8593.394% 39,4485.996% 2.602%76.668%
1290Project Management softwareBusiness SkillsProject management2 71,0372.625% 16,4392.499% -0.126%-4.798%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 461,24217.042% 106,45216.181% -0.861%-5.053%
168QualityBusiness SkillsBusiness processes1 732,93927.081% 198,85230.226% 3.145%11.614%
1337Real EstateBusiness SkillsIndustry Segment2 172,8506.386% 96,07514.603% 8.217%128.663%
1335RetailBusiness SkillsIndustry Segment2 629,66423.265% 203,61330.949% 7.684%33.031%
34Risk ManagementBusiness SkillsProject management1 74,0482.736% 15,2042.311% -0.425%-15.531%
169Service OrientationBusiness SkillsBusiness processes1 18,1260.670% 4,6770.711% 0.041%6.150%
27Supply Chain ManagementBusiness SkillsBusiness processes3 115,6094.272% 45,0306.845% 2.573%60.238%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 5,9020.218% 1,0640.162% -0.056%-25.835%
178TeachingBusiness SkillsManagement skills7 240,6338.891% 106,70016.218% 7.328%82.416%
190TimekeepingBusiness SkillsProject management3 92,8503.431% 35,4385.387% 1.956%57.015%
1296Timekeeping softwareBusiness SkillsProject management1 2,9140.108% 7050.107% -0.001%-0.470%
171Total quality management (TQM)Business SkillsBusiness processes2 3,4670.128% 6030.092% -0.036%-28.449%
180TroubleshootingBusiness SkillsManagement skills1 301,92511.156% 80,07012.171% 1.015%9.100%
181VerificationBusiness SkillsManagement skills1 73,9592.733% 15,3512.333% -0.399%-14.611%
1338Waste ManagementBusiness SkillsIndustry Segment1 3,2320.119% 3930.060% -0.060%-49.976%
191WorkflowBusiness SkillsProject management1 106,6193.939% 27,2794.146% 0.207%5.256%
31Working GloballyBusiness SkillsManagement skills3 20,6400.763% 3,3820.514% -0.249%-32.591%
32Working with Virtual TeamsBusiness SkillsManagement skills2 4,1020.152% 1,0170.155% 0.003%1.995%
514GLTechnical SkillsSoftware development3 4,6000.170% 5980.091% -0.079%-46.519%
987Access servers & softwareTechnical SkillsNetwork10 73,7362.724% 18,6722.838% 0.114%4.176%
38Agile Development MethodsTechnical SkillsSoftware development3 46,6911.725% 18,2812.779% 1.054%61.073%
304Algorithmic softwareTechnical SkillsBusiness applications1 1000.004% 100.002% -0.002%-58.861%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 3,3070.122% 6040.092% -0.030%-24.862%
1352AndroidTechnical SkillsMobile Platforms1 15,5340.574% 11,9251.813% 1.239%215.813%
1351Apple iOSTechnical SkillsMobile Platforms6 18,1740.671% 11,5701.759% 1.087%161.901%
120Apple operating systemsTechnical SkillsBusiness applications6 50,3791.861% 15,0612.289% 0.428%22.987%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 41,4871.533% 30,3864.619% 3.086%201.312%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 1190.004% 80.001% -0.003%-72.343%
1265Backup & RecoveryTechnical SkillsTechnical applications16 203,6817.526% 47,6167.238% -0.288%-3.826%
1353BlackberryTechnical SkillsMobile Platforms2 21,9580.811% 7,5801.152% 0.341%42.014%
336Borland DelphiTechnical SkillsBusiness applications1 4,1810.154% 7860.119% -0.035%-22.661%
337Borland JBuilderTechnical SkillsBusiness applications1 3,7330.138% 3910.059% -0.078%-56.910%
338Borland ParadoxTechnical SkillsBusiness applications1 2740.010% 470.007% -0.003%-29.433%
72Business Continuity PlanningTechnical SkillsHardware2 49,7631.839% 7,2941.109% -0.730%-39.700%
352Cadence OpusTechnical SkillsBusiness applications1 1,4020.052% 5560.085% 0.033%63.148%
868CalculatorsTechnical SkillsHardware1 2,9870.110% 1060.016% -0.094%-85.401%
39CASE ToolsTechnical SkillsSoftware development1 153,3475.666% 53,4068.118% 2.452%43.275%
367Categorization or classification softwareTechnical SkillsBusiness applications1 10,2500.379% 2,6220.399% 0.020%5.236%
112CertificationTechnical SkillsMisc3 490,38018.119% 133,53320.297% 2.179%12.024%
78CiscoTechnical SkillsHardware1 248,0639.165% 91,34413.884% 4.719%51.486%
1009Cisco Systems IOSTechnical SkillsNetwork1 16,9280.625% 7,9411.207% 0.582%92.985%
40Client-ServerTechnical SkillsSoftware development1 67,8922.508% 10,8451.648% -0.860%-34.285%
1011Cluster server softwareTechnical SkillsNetwork8 37,1561.373% 10,1941.549% 0.177%12.868%
1151Compatibility testingTechnical SkillsSoftware development1 7550.028% 2140.033% 0.005%16.606%
1152CompilersTechnical SkillsSoftware development4 27,8211.028% 5,2190.793% -0.235%-22.826%
1255Compliance softwareTechnical SkillsTechnical applications3 13,3120.492% 3,9670.603% 0.111%22.595%
385Computer aided design (CAD)Technical SkillsBusiness applications12 60,6602.241% 32,9945.015% 2.774%123.762%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 4,7450.175% 1,1230.171% -0.005%-2.636%
875Computer diagnosticsTechnical SkillsHardware5 103,4073.821% 23,6863.600% -0.220%-5.768%
1107Computer forensicsTechnical SkillsSecurity1 7,3300.271% 7870.120% -0.151%-55.830%
1266Computer HardwareTechnical SkillsHardware12 61,9692.290% 11,1551.696% -0.594%-25.946%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications1 36,0081.330% 29,7234.518% 3.187%239.585%
1015Computer serversTechnical SkillsNetwork6 235,6938.708% 58,5648.902% 0.193%2.221%
1267Computer UtilitiesTechnical SkillsMisc1 1,3440.050% 2310.035% -0.015%-29.292%
59Content ManagerTechnical SkillsBusiness applications1 3,0730.114% 5790.088% -0.026%-22.488%
878ControllersTechnical SkillsHardware2 15,2720.564% 2,9940.455% -0.109%-19.349%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 2,2800.084% 4400.067% -0.017%-20.609%
407Customer information control system (CICS)Technical SkillsBusiness applications2 11,0950.410% 1,9720.300% -0.110%-26.880%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 165,7046.122% 60,5539.204% 3.082%50.334%
953Data acquisition systemsTechnical SkillsInformation mgmt1 13,1730.487% 2,4000.365% -0.122%-25.048%
955Data compression softwareTechnical SkillsInformation mgmt1 8,6520.320% 2,5240.384% 0.064%20.013%
956Data conversion softwareTechnical SkillsInformation mgmt1 11,4820.424% 2,9550.449% 0.025%5.875%
958Data dictionaryTechnical SkillsInformation mgmt1 6,6630.246% 1,9690.299% 0.053%21.571%
959Data entryTechnical SkillsInformation mgmt1 179,9696.649% 94,96114.434% 7.785%117.071%
962Data mappingTechnical SkillsInformation mgmt1 10,8180.400% 3,5040.533% 0.133%33.251%
67Data MiningTechnical SkillsInformation mgmt4 77,3102.856% 39,3855.987% 3.130%109.580%
963Data modelingTechnical SkillsInformation mgmt1 72,8802.693% 21,4223.256% 0.563%20.922%
68Data WarehousingTechnical SkillsInformation mgmt2 114,6214.235% 32,3764.921% 0.686%16.202%
69Database AdministrationTechnical SkillsInformation mgmt12 157,0835.804% 35,3725.377% -0.427%-7.363%
969Database design softwareTechnical SkillsInformation mgmt15 129,3074.778% 31,6814.816% 0.038%0.793%
1268Database ReportingTechnical SkillsInformation mgmt2 43,5421.609% 9,3341.419% -0.190%-11.811%
1269Database SecurityTechnical SkillsInformation mgmt1 2790.010% 1040.016% 0.005%53.350%
1270Database ServersTechnical SkillsInformation mgmt3 38,1421.409% 9,2021.399% -0.011%-0.749%
1271Database TestingTechnical SkillsInformation mgmt1 1,7470.065% 4840.074% 0.009%13.974%
1160DebuggingTechnical SkillsSoftware development7 156,2565.773% 42,2826.427% 0.654%11.320%
418Desktop publishing softwareTechnical SkillsBusiness applications13 40,7061.504% 5,3380.811% -0.693%-46.052%
1272Development EnvironmentTechnical SkillsSoftware development13 108,6824.016% 28,0754.267% 0.252%6.272%
1273Digital ImagingTechnical SkillsHardware1 1,9670.073% 1550.024% -0.049%-67.582%
883Digital Signal Processor (DSP)Technical SkillsHardware2 8,3700.309% 1,3670.208% -0.101%-32.811%
423Disk operating system (DOS)Technical SkillsBusiness applications1 8,3300.308% 1,6690.254% -0.054%-17.574%
1307Doctor of PhilosophyTechnical SkillsMisc3 145,0295.359% 33,6605.116% -0.242%-4.520%
973Document management softwareTechnical SkillsInformation mgmt4 25,0000.924% 5,6180.854% -0.070%-7.552%
1020Domain name system (DNS)Technical SkillsNetwork3 73,8162.727% 19,4952.963% 0.236%8.649%
61DreamweaverTechnical SkillsSoftware development1 16,1470.597% 2,8140.428% -0.169%-28.305%
54DSS/GDSSTechnical SkillsBusiness applications5 33,4451.236% 6,7541.027% -0.209%-16.922%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 1050.004% 30.000% -0.003%-88.246%
62EclipseTechnical SkillsSoftware development1 45,3241.675% 13,4022.037% 0.362%21.646%
1308Electronic CommerceTechnical SkillsBusiness applications2 106,7993.946% 30,6854.664% 0.718%18.199%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 20,9030.772% 5,2560.799% 0.027%3.443%
1023Electronic mail softwareTechnical SkillsNetwork8 40,9001.511% 8,9511.361% -0.151%-9.967%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 127,3454.705% 29,0224.411% -0.294%-6.244%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications13 169,4546.261% 57,0198.667% 2.406%38.428%
1321Environmental CertificationTechnical SkillsEnvironmental1 1920.007% 280.004% -0.003%-40.005%
1328Environmental CleanupTechnical SkillsEnvironmental1 6090.023% 3930.060% 0.037%165.479%
1329Environmental EnergyTechnical SkillsEnvironmental18 8,2240.304% 1,6520.251% -0.053%-17.362%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 7,1950.266% 1,3070.199% -0.067%-25.269%
1327Environmental PollutionTechnical SkillsEnvironmental15 37,9531.402% 30,6574.660% 3.258%232.306%
1324Environmental Pollution ControlTechnical SkillsEnvironmental6 4,5530.168% 5300.081% -0.088%-52.111%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental3 1,1920.044% 1250.019% -0.025%-56.859%
1326Environmental Product StewardshipTechnical SkillsEnvironmental10 48,1111.778% 14,2612.168% 0.390%21.944%
1331Environmental ScienceTechnical SkillsEnvironmental1 1,1180.041% 10.000% -0.041%-99.632%
1322Environmental TechnologyTechnical SkillsEnvironmental2 5510.020% 440.007% -0.014%-67.148%
461Expert system softwareTechnical SkillsBusiness applications1 9680.036% 1700.026% -0.010%-27.752%
1359FacebookTechnical SkillsSocial Networking1 33,9731.255% 27,4314.170% 2.914%232.172%
463Facilities management softwareTechnical SkillsBusiness applications4 9,6030.355% 1,2250.186% -0.169%-47.521%
468Flight control softwareTechnical SkillsBusiness applications1 8730.032% 480.007% -0.025%-77.381%
469Flowchart softwareTechnical SkillsBusiness applications4 6,4510.238% 1,6630.253% 0.014%6.052%
1112Fraud DetectionTechnical SkillsSecurity1 12,0480.445% 2,8850.439% -0.007%-1.489%
63FrontPageTechnical SkillsSoftware development1 3,0210.112% 2640.040% -0.071%-64.049%
475Fund accounting softwareTechnical SkillsBusiness applications1 1,4190.052% 2890.044% -0.009%-16.214%
1260GamingTechnical SkillsMisc2 49,7971.840% 13,1962.006% 0.166%9.017%
113Generic databasesTechnical SkillsInformation mgmt2 352,87513.038% 88,79813.497% 0.459%3.523%
1365Google AppsTechnical SkillsBusiness applications4 8,4450.312% 5,1210.778% 0.466%149.465%
1364Google PlusTechnical SkillsSocial Networking1 2680.010% 2680.041% 0.031%311.391%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications27 170,5036.300% 56,7278.623% 2.323%36.871%
484Graphic softwareTechnical SkillsBusiness applications15 219,9468.127% 72,31510.992% 2.865%35.259%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 51,1031.888% 11,0411.678% -0.210%-11.117%
1323Green ITTechnical SkillsEnvironmental8 7,7640.287% 2,1330.324% 0.037%13.021%
893Guidance systemsTechnical SkillsHardware1 1530.006% 450.007% 0.001%20.997%
895Hardware description language (HDL)Technical SkillsHardware2 8040.030% 1330.020% -0.009%-31.947%
1277Hardware DesignTechnical SkillsHardware19 20,0890.742% 4,0550.616% -0.126%-16.960%
1278Hardware TestingTechnical SkillsHardware4 7,8230.289% 1,3660.208% -0.081%-28.166%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 1,2130.045% 3350.051% 0.006%13.616%
492Helpdesk or call centerTechnical SkillsBusiness applications2 180,0006.651% 64,5159.806% 3.156%47.449%
114IBM databasesTechnical SkillsInformation mgmt2 67,2832.486% 17,2302.619% 0.133%5.350%
121IBM operating systemsTechnical SkillsBusiness applications4 60,3052.228% 11,4561.741% -0.487%-21.849%
898Image capture devicesTechnical SkillsHardware8 11,5990.429% 1,8660.284% -0.145%-33.817%
524Industrial control softwareTechnical SkillsBusiness applications3 10,7550.397% 1,5740.239% -0.158%-39.793%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 33,9741.255% 10,1581.544% 0.289%23.003%
899InfraredTechnical SkillsHardware1 4,4950.166% 1490.023% -0.143%-86.363%
1180InstallationTechnical SkillsSoftware development1 225,6588.338% 47,3927.204% -1.134%-13.601%
901Interface definition language (IDL)Technical SkillsHardware1 1,0560.039% 1320.020% -0.019%-48.576%
536Internet browser softwareTechnical SkillsBusiness applications4 16,5560.612% 2,6530.403% -0.208%-34.077%
541Inventory management softwareTechnical SkillsBusiness applications3 12,9360.478% 2,4380.371% -0.107%-22.467%
73IT Architecture/StandardsTechnical SkillsHardware2 21,5950.798% 3,7420.569% -0.229%-28.714%
1357Java METechnical SkillsMobile Platforms2 1,2100.045% 2400.036% -0.008%-18.402%
1035KernelTechnical SkillsNetwork1 26,8840.993% 7,4711.136% 0.142%14.325%
907LasersTechnical SkillsHardware1 8350.031% 670.010% -0.021%-66.990%
1038License management softwareTechnical SkillsNetwork1 1,4960.055% 3860.059% 0.003%6.148%
1361LinkedInTechnical SkillsSocial Networking1 16,1840.598% 5,6820.864% 0.266%44.434%
908Mainframe computersTechnical SkillsHardware2 98,2113.629% 40,8736.213% 2.584%71.211%
124Mainframe operating systemsTechnical SkillsBusiness applications7 40,8121.508% 6,1100.929% -0.579%-38.410%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 61,0782.257% 13,8132.100% -0.157%-6.963%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 15,9000.587% 3,0660.466% -0.121%-20.671%
1281Medical softwareTechnical SkillsBusiness applications8 18,6640.690% 3,7670.573% -0.117%-16.968%
115Microsoft databasesTechnical SkillsInformation mgmt5 342,76612.665% 89,95713.674% 1.009%7.967%
119Microsoft operating systemsTechnical SkillsBusiness applications4 535,71419.794% 114,46917.399% -2.394%-12.096%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 7,8670.291% 4,3050.654% 0.364%125.122%
625MultimediaTechnical SkillsBusiness applications1 138,9175.133% 66,08410.045% 4.912%95.702%
1362MySpaceTechnical SkillsSocial Networking1 4,9150.182% 4930.075% -0.107%-58.735%
74Network administrationTechnical SkillsHardware11 216,1857.988% 66,32410.081% 2.094%26.212%
1282Network Administration softwareTechnical SkillsNetwork17 120,7294.461% 29,0114.410% -0.051%-1.143%
1283Network HardwareTechnical SkillsNetwork11 99,4253.674% 21,7153.301% -0.373%-10.150%
1284Network Monitoring softwareTechnical SkillsNetwork13 59,3332.192% 16,2852.475% 0.283%12.914%
1059Network operation system software (NOS)Technical SkillsNetwork2 3,2570.120% 1,0180.155% 0.034%28.583%
1122Network securityTechnical SkillsSecurity1 74,5602.755% 17,1762.611% -0.144%-5.230%
1285Network Security softwareTechnical SkillsSecurity31 168,3536.220% 38,5985.867% -0.353%-5.681%
1286Network softwareTechnical SkillsNetwork5 42,6021.574% 9,9851.518% -0.056%-3.579%
1287Network TestingTechnical SkillsNetwork11 45,0391.664% 8,2561.255% -0.409%-24.589%
1065Novell network softwareTechnical SkillsNetwork2 5,0110.185% 4540.069% -0.116%-62.728%
643OberonTechnical SkillsBusiness applications1 1650.006% 50.001% -0.005%-87.534%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 284,34510.506% 76,00911.553% 1.047%9.970%
1288Office ApplicationsTechnical SkillsBusiness applications13 394,72714.584% 79,85512.138% -2.446%-16.774%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 30,2371.117% 7,8041.186% 0.069%6.178%
116Open-source databasesTechnical SkillsInformation mgmt4 114,8114.242% 39,8866.063% 1.821%42.920%
118Open-source operating systemsTechnical SkillsBusiness applications8 374,69713.844% 103,14715.678% 1.834%13.248%
56Operating SystemsTechnical SkillsBusiness applications3 229,7508.489% 52,3447.956% -0.532%-6.273%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 1,6600.061% 3000.046% -0.016%-25.652%
117Oracle databasesTechnical SkillsInformation mgmt1 467,59417.277% 136,08320.685% 3.408%19.726%
1354Palm OSTechnical SkillsMobile Platforms3 2,6130.097% 8810.134% 0.037%38.705%
1289Physical ToolsTechnical SkillsHardware1 1770.007% 160.002% -0.004%-62.812%
683Point of sale (POS)Technical SkillsBusiness applications3 13,4020.495% 3,5810.544% 0.049%9.923%
931PrintersTechnical SkillsHardware3 23,2710.860% 4,8470.737% -0.123%-14.313%
43ProgrammingTechnical SkillsSoftware development1 641,06823.686% 149,36722.704% -0.982%-4.147%
700ProvisioningTechnical SkillsBusiness applications1 29,2601.081% 8,6701.318% 0.237%21.899%
1258Rate ControlTechnical SkillsTechnical applications1 1740.006% 530.008% 0.002%25.309%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 37,3071.378% 7,6891.169% -0.210%-15.212%
1077Remote control softwareTechnical SkillsNetwork2 2,5980.096% 5560.085% -0.011%-11.958%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 1,5540.057% 3120.047% -0.010%-17.404%
1262RoboticsTechnical SkillsHardware2 9,2350.341% 1,8880.287% -0.054%-15.895%
1318RSATechnical SkillsSecurity1 11,3200.418% 2,4480.372% -0.046%-11.035%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 40,5591.499% 15,7482.394% 0.895%59.732%
44SDLCTechnical SkillsSoftware development7 276,18410.204% 80,31412.208% 2.003%19.632%
1132Secure shell (SSH)Technical SkillsSecurity1 2260.008% 650.010% 0.002%18.320%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 30,8861.141% 8,4411.283% 0.142%12.431%
76SecurityTechnical SkillsHardware4 1,563,18657.757% 652,47599.177% 41.420%71.715%
1315Security ClearanceTechnical SkillsMisc2 266,5989.850% 29,8534.538% -5.313%-53.933%
1135Security testing softwareTechnical SkillsSecurity1 5,5400.205% 1,2910.196% -0.008%-4.133%
60Sharepoint ServerTechnical SkillsBusiness applications1 9,8210.363% 3,1220.475% 0.112%30.777%
1084Signal generatorsTechnical SkillsNetwork1 5730.021% 1300.020% -0.001%-6.665%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 23,3030.861% 5,2670.801% -0.060%-7.016%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 74,2572.744% 24,4793.721% 0.977%35.616%
1220Simulation softwareTechnical SkillsSoftware development5 44,5641.647% 5,3780.817% -0.829%-50.353%
1366Social NetworkTechnical SkillsSocial Networking1 5,9800.221% 2,1370.325% 0.104%47.014%
1358Social NetworkingTechnical SkillsSocial Networking1 19,6330.725% 4,3840.666% -0.059%-8.137%
42Software DevelopmentTechnical SkillsSoftware development2 718,43526.545% 187,37828.482% 1.937%7.297%
1291Software Development softwareTechnical SkillsSoftware development2 5,3480.198% 7410.113% -0.085%-42.999%
1309Software EngineeringTechnical SkillsSoftware development1 447,12316.520% 139,76721.245% 4.724%28.597%
1292Software InstallationTechnical SkillsSoftware development4 261,0519.645% 69,66410.589% 0.944%9.784%
1223Software librariesTechnical SkillsSoftware development1 6440.024% 1890.029% 0.005%20.734%
1293Software MaintenanceTechnical SkillsSoftware development1 16,7580.619% 4,7850.727% 0.108%17.467%
1294Software TestingTechnical SkillsSoftware development14 257,0799.499% 65,3859.939% 0.440%4.632%
1225Source code management (SCM)Technical SkillsSoftware development5 81,5093.012% 22,8483.473% 0.461%15.318%
1229Static analysis softwareTechnical SkillsSoftware development1 1,4460.053% 7810.119% 0.065%122.197%
772Statistical analysis softwareTechnical SkillsBusiness applications21 213,5577.890% 66,91010.170% 2.280%28.894%
774Statistical softwareTechnical SkillsBusiness applications1 94,3633.487% 13,7282.087% -1.400%-40.151%
1230Stress testing softwareTechnical SkillsSoftware development1 5,9720.221% 1,5190.231% 0.010%4.639%
122Sun operating systemsTechnical SkillsBusiness applications3 127,6394.716% 23,8503.625% -1.091%-23.130%
939Surveillance systemsTechnical SkillsHardware5 29,2661.081% 3,4810.529% -0.552%-51.068%
791Symantec softwareTechnical SkillsBusiness applications1 18,1880.672% 5,6900.865% 0.193%28.701%
1355SymbianTechnical SkillsMobile Platforms1 980.004% 390.006% 0.002%63.717%
1310System AdministrationTechnical SkillsNetwork4 177,7816.569% 37,1245.643% -0.926%-14.094%
45System TestingTechnical SkillsSoftware development5 50,6501.871% 13,8662.108% 0.236%12.623%
46Systems AnalysisTechnical SkillsSoftware development8 221,6918.191% 46,3417.044% -1.147%-14.005%
47Systems DesignTechnical SkillsSoftware development1 37,8211.397% 7,9361.206% -0.191%-13.678%
1233Systems EvaluationTechnical SkillsSoftware development1 4340.016% 570.009% -0.007%-45.969%
1234Systems integrationTechnical SkillsSoftware development8 172,1946.362% 28,2924.300% -2.062%-32.407%
75TCP/IPTechnical SkillsHardware3 146,0625.397% 35,4465.388% -0.009%-0.165%
1235Technology DesignTechnical SkillsSoftware development1 2,9680.110% 4400.067% -0.043%-39.012%
1236TemplatesTechnical SkillsSoftware development1 38,2871.415% 9,4851.442% 0.027%1.916%
1239Test implementationTechnical SkillsSoftware development1 8420.031% 2160.033% 0.002%5.535%
1302TestingTechnical SkillsSoftware development1 730,91427.006% 183,73527.928% 0.922%3.414%
1297Training softwareTechnical SkillsBusiness applications3 3,5650.132% 5820.088% -0.043%-32.839%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 4,0540.150% 8400.128% -0.022%-14.759%
1360TwitterTechnical SkillsSocial Networking1 34,3311.268% 7,7001.170% -0.098%-7.730%
123UNIX operating systemsTechnical SkillsBusiness applications5 451,15916.669% 126,03019.157% 2.487%14.921%
1298UNIX ShellsTechnical SkillsBusiness applications4 80,2912.967% 22,4933.419% 0.452%15.248%
48User-Interface DesignTechnical SkillsSoftware development2 166,0056.134% 51,5677.838% 1.705%27.793%
836Video creation and editing softwareTechnical SkillsBusiness applications3 9,7800.361% 1,8330.279% -0.083%-22.896%
64Visual StudioTechnical SkillsSoftware development1 76,7082.834% 21,6163.286% 0.451%15.928%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 4,1860.155% 6410.097% -0.057%-37.004%
77Voice/Data TelecomTechnical SkillsHardware9 266,4919.846% 60,6349.216% -0.630%-6.397%
1299Web Application ServerTechnical SkillsBusiness applications8 126,2144.663% 30,1004.575% -0.088%-1.890%
1248Web platform development softwareTechnical SkillsSoftware development4 8,8530.327% 2,3670.360% 0.033%9.992%
65web programmerTechnical SkillsSoftware development4 80,4252.972% 27,9194.244% 1.272%42.812%
58Web serversTechnical SkillsBusiness applications6 180,7696.679% 50,2497.638% 0.959%14.356%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 124,2174.590% 33,5285.096% 0.507%11.040%
1356Windows CETechnical SkillsMobile Platforms4 16,0240.592% 3,6610.556% -0.036%-6.010%
1102WirelessTechnical SkillsNetwork5 110,7004.090% 24,7563.763% -0.327%-8.000%
1363YouTubeTechnical SkillsSocial Networking2 4,1570.154% 2,9550.449% 0.296%192.437%
79.NETProgramming SkillsCurrent1 298,31011.022% 99,03415.053% 4.031%36.575%
209A programming language (APL)Programming SkillsLegacy2 4,2710.158% 5020.076% -0.082%-51.646%
99AdaProgramming SkillsLegacy1 10,4600.386% 1,5710.239% -0.148%-38.213%
80AJAXProgramming SkillsCurrent1 149,9295.540% 46,0837.005% 1.465%26.447%
192Apple AppleScriptProgramming SkillsCurrent1 3500.013% 1090.017% 0.004%28.119%
81ASPProgramming SkillsCurrent2 192,5017.113% 46,5307.073% -0.040%-0.561%
108AssemblyProgramming SkillsLegacy2 8,4710.313% 1,1040.168% -0.145%-46.385%
211AWKProgramming SkillsLegacy1 4,9810.184% 1,1890.181% -0.003%-1.798%
212BProgramming SkillsLegacy1 34,9061.290% 11,0231.676% 0.386%29.914%
83C#Programming SkillsCurrent2 268,0409.904% 94,29314.333% 4.429%44.722%
82C/C++Programming SkillsCurrent3 459,75616.987% 122,21418.577% 1.590%9.357%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 150,8315.573% 54,7868.328% 2.755%49.429%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 5590.021% 1990.030% 0.010%46.452%
84CGIProgramming SkillsCurrent2 15,1920.561% 4,7550.723% 0.161%28.763%
217ClipperProgramming SkillsLegacy1 3760.014% 1210.018% 0.004%32.389%
218CLUProgramming SkillsLegacy1 3110.011% 70.001% -0.010%-90.740%
100CobolProgramming SkillsLegacy1 21,5430.796% 4,3750.665% -0.131%-16.454%
85ColdFusionProgramming SkillsCurrent2 19,7670.730% 3,8360.583% -0.147%-20.165%
219Combined programming language (CPL)Programming SkillsLegacy1 4440.016% 340.005% -0.011%-68.497%
195Component object model (COM)Programming SkillsCurrent1 3940.015% 910.014% -0.001%-4.983%
125Database programmingProgramming SkillsCurrent3 64,6642.389% 16,7892.552% 0.163%6.811%
196Distributed component object model (DCOM)Programming SkillsCurrent1 5,0590.187% 8230.125% -0.062%-33.075%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 15,5070.573% 4,2000.638% 0.065%11.423%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 4,1310.153% 1,1080.168% 0.016%10.342%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 29,4881.090% 7,2051.095% 0.006%0.518%
109ForthProgramming SkillsLegacy1 6,3830.236% 1,9830.301% 0.066%27.806%
102FortranProgramming SkillsLegacy1 4,7410.175% 4840.074% -0.102%-58.002%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 496,49918.345% 85,82613.046% -5.299%-28.886%
222JProgramming SkillsLegacy1 10,5990.392% 1,7090.260% -0.132%-33.667%
87Java/J2EE/J2PProgramming SkillsCurrent4 566,04420.914% 173,45726.366% 5.451%26.066%
97JavaScriptProgramming SkillsCurrent3 262,4579.697% 85,46912.991% 3.294%33.969%
89JavaServer FacesProgramming SkillsCurrent3 22,8230.843% 6,4750.984% 0.141%16.714%
88JavaServer PagesProgramming SkillsCurrent3 105,8683.912% 26,4504.020% 0.109%2.782%
223Job control language (JCL)Programming SkillsLegacy2 14,5700.538% 2,3450.356% -0.182%-33.788%
126LAMPProgramming SkillsCurrent1 25,6690.948% 10,5311.601% 0.652%68.778%
104LispProgramming SkillsLegacy1 1,6830.062% 4530.069% 0.007%10.731%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 1,1620.043% 2660.040% -0.003%-5.826%
201Microsoft ActiveXProgramming SkillsCurrent1 4,7110.174% 7690.117% -0.057%-32.847%
107PascalProgramming SkillsLegacy1 1,4340.053% 1490.023% -0.030%-57.254%
90PerlProgramming SkillsCurrent1 189,9907.020% 50,4897.674% 0.655%9.325%
91PHPProgramming SkillsCurrent1 101,0923.735% 31,6184.806% 1.071%28.669%
103PL/1Programming SkillsLegacy2 3710.014% 890.014% -0.000%-1.311%
105PrologProgramming SkillsLegacy1 1,2290.045% 1010.015% -0.030%-66.192%
95PythonProgramming SkillsCurrent1 91,4883.380% 37,1575.648% 2.268%67.083%
228Register transfer language (RTL)Programming SkillsLegacy1 24,9780.923% 12,9681.971% 1.048%113.585%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 8780.032% 1730.026% -0.006%-18.940%
206Scripting languagesProgramming SkillsCurrent1 48,1821.780% 14,2812.171% 0.390%21.935%
101SmalltalkProgramming SkillsLegacy1 9310.034% 1660.025% -0.009%-26.648%
92SQLProgramming SkillsCurrent3 753,65927.846% 226,04634.359% 6.513%23.389%
110TCLProgramming SkillsLegacy1 13,3380.493% 3,2520.494% 0.001%0.303%
98Unified Modeling LanguageProgramming SkillsCurrent2 82,9673.065% 16,6862.536% -0.529%-17.263%
93Visual BasicProgramming SkillsCurrent6 186,6036.895% 38,1075.792% -1.102%-15.988%
207Web service definition language (WSDL)Programming SkillsCurrent2 19,3120.714% 5,6920.865% 0.152%21.253%
94XMLProgramming SkillsCurrent2 322,35811.910% 84,40112.829% 0.919%7.712%
1342Computer ScienceMajorsComputer Science2 1,814,04467.025% 434,88266.102% -0.923%-1.377%
1344Information TechnologyMajorsInformation Technology3 1,301,19648.077% 302,86446.036% -2.041%-4.245%
1343Management Information SystemsMajorsManagement Information Systems9 717,95326.527% 147,79022.464% -4.063%-15.316%

mis Degrees

Management Information Systems

2012-04-10Jobs Found:717,724Click on column headings to sort
Skill IDSkill NamePrimary CategorySecondary CategoryNumber of SynonymsOccurrencesFrequencyLast 2 years OccurrencesLast 2 years FrequencyLast 2 years Growth/DeclineMovement
252Analytical ThinkingSoft SkillsProblem-solving skills1 1,6970.236% 1,1170.278% 0.041%17.419%
2Attention to DetailsSoft SkillsProblem-solving skills1 2,6340.367% 1,0180.253% -0.114%-31.056%
8Conflict ResolutionSoft SkillsInterpersonal skills1 4,4900.626% 2,4670.613% -0.012%-1.986%
231CooperationSoft SkillsInterpersonal skills1 8,1791.140% 5,2531.306% 0.166%14.570%
3CreativitySoft SkillsProblem-solving skills3 18,6322.596% 10,5732.628% 0.032%1.229%
4Critical thinkingSoft SkillsProblem-solving skills3 8,3111.158% 5,1791.287% 0.129%11.162%
1300FlexibilitySoft SkillsWork ethic1 23,8683.326% 12,5883.129% -0.197%-5.918%
232IndependenceSoft SkillsInterpersonal skills1 3,6490.508% 2,0450.508% -0.000%-0.027%
13Initiative/Motivation to workSoft SkillsWork ethic5 96,12013.392% 56,24513.980% 0.587%4.384%
256InnovationSoft SkillsProblem-solving skills1 54,4187.582% 39,4609.808% 2.226%29.354%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 84,70011.801% 48,23511.989% 0.187%1.588%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 5140.072% 3690.092% 0.020%28.064%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 52,9527.378% 31,0077.707% 0.329%4.458%
10LeadershipSoft SkillsInterpersonal skills1 164,30022.892% 89,67822.289% -0.603%-2.633%
258LearningSoft SkillsProblem-solving skills1 37,5475.231% 20,5335.103% -0.128%-2.447%
1Learning AbilitySoft SkillsProblem-solving skills3 11,3751.585% 6,1901.539% -0.046%-2.926%
236ListeningSoft SkillsLanguage skills1 11,3381.580% 5,9541.480% -0.100%-6.322%
260MathematicsSoft SkillsProblem-solving skills3 41,3625.763% 24,4006.065% 0.302%5.233%
18Negotiation SkillsSoft SkillsLanguage skills1 8,2541.150% 4,7321.176% 0.026%2.269%
262OptimizationSoft SkillsProblem-solving skills1 27,8243.877% 15,2353.787% -0.090%-2.324%
19Oral CommunicationsSoft SkillsLanguage skills2 12,2051.701% 7,6401.899% 0.198%11.666%
273PersistenceSoft SkillsWork ethic1 2,0290.283% 1,2940.322% 0.039%13.767%
239PersuasionSoft SkillsLanguage skills1 1,4110.197% 7680.191% -0.006%-2.904%
1301Physical SkillSoft SkillsWork ethic2 9260.129% 5500.137% 0.008%5.954%
240PresentationsSoft SkillsLanguage skills1 40,7455.677% 23,8555.929% 0.252%4.441%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 139,66319.459% 75,76918.832% -0.627%-3.222%
20Questioning skillsSoft SkillsLanguage skills1 1240.017% 980.024% 0.007%40.984%
241Reading ComprehensionSoft SkillsLanguage skills1 1390.019% 640.016% -0.003%-17.865%
6Research skillsSoft SkillsProblem-solving skills1 1,3280.185% 6940.172% -0.013%-6.776%
15ResponsibilitySoft SkillsWork ethic2 83,77011.672% 45,89311.407% -0.265%-2.271%
234Self ControlSoft SkillsInterpersonal skills1 920.013% 670.017% 0.004%29.913%
16Self-managementSoft SkillsWork ethic1 8830.123% 3860.096% -0.027%-22.018%
250Stress ToleranceSoft SkillsPhysical skills1 1050.015% 780.019% 0.005%32.517%
12TeamworkSoft SkillsInterpersonal skills1 38,4145.352% 24,2916.037% 0.685%12.803%
17Time ManagementSoft SkillsWork ethic2 27,8973.887% 14,1743.523% -0.364%-9.364%
268VisualizationSoft SkillsProblem-solving skills1 4,2250.589% 3,2600.810% 0.222%37.644%
7Working under pressureSoft SkillsProblem-solving skills1 3100.043% 1240.031% -0.012%-28.645%
21Written CommunicationsSoft SkillsLanguage skills3 112,52015.677% 64,79516.105% 0.427%2.725%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 23,4413.266% 12,8733.200% -0.066%-2.035%
172Account managementBusiness SkillsManagement skills1 9,7361.357% 3,3850.841% -0.515%-37.978%
22AccountingBusiness SkillsBusiness processes4 102,37714.264% 46,81011.634% -2.630%-18.435%
1263Accounting softwareBusiness SkillsBusiness processes7 4,6600.649% 2,5500.634% -0.015%-2.384%
174AdministrationBusiness SkillsManagement skills3 209,09129.133% 122,03330.331% 1.198%4.114%
1313AnalystBusiness SkillsProject management1 179,72125.040% 98,38024.452% -0.588%-2.350%
175Application managementBusiness SkillsManagement skills5 58,1328.099% 35,2218.754% 0.655%8.082%
150Asset managementBusiness SkillsBusiness processes1 14,1521.972% 7,2601.804% -0.167%-8.487%
151AuditingBusiness SkillsBusiness processes4 66,9249.324% 36,3039.023% -0.301%-3.233%
1264Auditing softwareBusiness SkillsBusiness processes1 1700.024% 1330.033% 0.009%39.562%
152BillingBusiness SkillsBusiness processes1 21,4812.993% 9,2472.298% -0.695%-23.209%
1314Business AnalystBusiness SkillsProject management1 53,9587.518% 30,4527.569% 0.051%0.676%
35Business IntelligenceBusiness SkillsStrategy skills1 33,1864.624% 19,0664.739% 0.115%2.487%
155Business performance management (BPM)Business SkillsBusiness processes2 3,7640.524% 2,1470.534% 0.009%1.753%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 15,2142.120% 5,6451.403% -0.717%-33.811%
36Business StrategyBusiness SkillsStrategy skills3 154,43221.517% 89,81022.322% 0.805%3.742%
182Calendar and schedulingBusiness SkillsProject management3 37,0025.155% 20,8825.190% 0.035%0.673%
156Capacity planningBusiness SkillsBusiness processes1 15,9582.223% 9,2832.307% 0.084%3.771%
28Change ManagementBusiness SkillsManagement skills1 34,1474.758% 19,2394.782% 0.024%0.507%
24Contracting and legalBusiness SkillsBusiness processes2 49,5046.897% 26,4406.572% -0.326%-4.723%
176CoordinationBusiness SkillsManagement skills1 47,1396.568% 27,0046.712% 0.144%2.191%
157Cost accountingBusiness SkillsBusiness processes1 2,6370.367% 1,0280.256% -0.112%-30.458%
158Cost estimationBusiness SkillsBusiness processes1 8530.119% 7110.177% 0.058%48.691%
1312Customer SupportBusiness SkillsBusiness processes6 169,97923.683% 99,36224.696% 1.013%4.277%
1339EducationBusiness SkillsIndustry Segment1 8,0471.121% 4,1411.029% -0.092%-8.201%
1333EnergyBusiness SkillsIndustry Segment1 46,9816.546% 24,9416.199% -0.347%-5.298%
1340EntertainmentBusiness SkillsIndustry Segment1 12,0361.677% 4,4871.115% -0.562%-33.497%
1319EnvironmentalBusiness SkillsEnvironmental13 18,1832.533% 10,4702.602% 0.069%2.718%
1320Environmental StrategyBusiness SkillsEnvironmental5 8950.125% 5810.144% 0.020%15.803%
161FinancialBusiness SkillsBusiness processes2 195,62727.257% 96,31623.939% -3.318%-12.172%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 1,1720.163% 4230.105% -0.058%-35.616%
1332Health CareBusiness SkillsIndustry Segment2 117,41016.359% 72,47818.014% 1.656%10.120%
177Human resourcesBusiness SkillsManagement skills2 45,3666.321% 23,8175.920% -0.401%-6.347%
1336InsuranceBusiness SkillsIndustry Segment1 5,4050.753% 2,7830.692% -0.061%-8.149%
1316Managing/SupervisionBusiness SkillsManagement skills5 335,42046.734% 181,50445.112% -1.622%-3.470%
1334ManufacturingBusiness SkillsIndustry Segment2 53,5217.457% 28,8727.176% -0.281%-3.768%
26MarketingBusiness SkillsBusiness processes1 67,7929.445% 33,2658.268% -1.178%-12.466%
185MonitoringBusiness SkillsProject management1 94,16913.121% 53,97313.415% 0.294%2.243%
179NegotiationBusiness SkillsManagement skills1 32,1764.483% 17,4264.331% -0.152%-3.388%
163Operation and ControlBusiness SkillsBusiness processes2 5720.080% 2260.056% -0.024%-29.518%
29Outsourcing ManagementBusiness SkillsManagement skills3 23,2973.246% 11,3422.819% -0.427%-13.153%
167ProcurementBusiness SkillsBusiness processes1 19,7972.758% 9,9142.464% -0.294%-10.666%
1290Project Management softwareBusiness SkillsProject management2 28,1613.924% 15,6143.881% -0.043%-1.092%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 169,21323.576% 94,01423.367% -0.209%-0.888%
168QualityBusiness SkillsBusiness processes1 209,28629.160% 120,25229.888% 0.729%2.498%
1337Real EstateBusiness SkillsIndustry Segment2 8,0641.124% 2,8020.696% -0.427%-38.016%
1335RetailBusiness SkillsIndustry Segment2 137,20319.116% 81,69520.305% 1.189%6.218%
34Risk ManagementBusiness SkillsProject management1 32,2994.500% 19,1194.752% 0.252%5.595%
169Service OrientationBusiness SkillsBusiness processes1 6,4030.892% 3,6720.913% 0.021%2.302%
27Supply Chain ManagementBusiness SkillsBusiness processes3 25,0393.489% 12,0412.993% -0.496%-14.215%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 2,0590.287% 9700.241% -0.046%-15.961%
178TeachingBusiness SkillsManagement skills7 24,9133.471% 12,8793.201% -0.270%-7.781%
190TimekeepingBusiness SkillsProject management3 19,3432.695% 6,7661.682% -1.013%-37.602%
1296Timekeeping softwareBusiness SkillsProject management1 1,2510.174% 6310.157% -0.017%-10.022%
171Total quality management (TQM)Business SkillsBusiness processes2 1,2910.180% 7600.189% 0.009%5.015%
180TroubleshootingBusiness SkillsManagement skills1 93,63013.045% 56,05413.932% 0.887%6.796%
181VerificationBusiness SkillsManagement skills1 20,6142.872% 12,8233.187% 0.315%10.967%
1338Waste ManagementBusiness SkillsIndustry Segment1 1,8500.258% 3550.088% -0.170%-65.769%
191WorkflowBusiness SkillsProject management1 38,7915.405% 22,1695.510% 0.105%1.948%
31Working GloballyBusiness SkillsManagement skills3 4,1580.579% 2,2480.559% -0.021%-3.556%
32Working with Virtual TeamsBusiness SkillsManagement skills2 1,2560.175% 7250.180% 0.005%2.971%
514GLTechnical SkillsSoftware development3 1,9690.274% 9500.236% -0.038%-13.932%
987Access servers & softwareTechnical SkillsNetwork10 25,2663.520% 15,8433.938% 0.417%11.858%
38Agile Development MethodsTechnical SkillsSoftware development3 8,1091.130% 5,6911.414% 0.285%25.195%
304Algorithmic softwareTechnical SkillsBusiness applications1 370.005% 30.001% -0.004%-85.536%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 6250.087% 4050.101% 0.014%15.595%
1352AndroidTechnical SkillsMobile Platforms1 1,2330.172% 1,1610.289% 0.117%67.971%
1351Apple iOSTechnical SkillsMobile Platforms6 1,3680.191% 1,2480.310% 0.120%62.740%
120Apple operating systemsTechnical SkillsBusiness applications6 9,8031.366% 5,4621.358% -0.008%-0.606%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 6590.092% 2850.071% -0.021%-22.852%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 90.001% 20.000% -0.001%-60.358%
1265Backup & RecoveryTechnical SkillsTechnical applications16 73,02910.175% 43,92610.918% 0.743%7.298%
1353BlackberryTechnical SkillsMobile Platforms2 5,6280.784% 3,3390.830% 0.046%5.835%
336Borland DelphiTechnical SkillsBusiness applications1 1,2520.174% 5670.141% -0.034%-19.213%
337Borland JBuilderTechnical SkillsBusiness applications1 9260.129% 6700.167% 0.038%29.071%
338Borland ParadoxTechnical SkillsBusiness applications1 1120.016% 400.010% -0.006%-36.290%
72Business Continuity PlanningTechnical SkillsHardware2 11,3531.582% 7,0631.755% 0.174%10.980%
352Cadence OpusTechnical SkillsBusiness applications1 2500.035% 1650.041% 0.006%17.736%
868CalculatorsTechnical SkillsHardware1 1,5040.210% 1480.037% -0.173%-82.446%
39CASE ToolsTechnical SkillsSoftware development1 35,4254.936% 18,6074.625% -0.311%-6.302%
367Categorization or classification softwareTechnical SkillsBusiness applications1 2,8130.392% 1,7570.437% 0.045%11.421%
112CertificationTechnical SkillsMisc3 170,73623.789% 103,71625.778% 1.990%8.364%
78CiscoTechnical SkillsHardware1 35,8034.988% 22,2095.520% 0.532%10.656%
1009Cisco Systems IOSTechnical SkillsNetwork1 3,8150.532% 2,6650.662% 0.131%24.614%
40Client-ServerTechnical SkillsSoftware development1 21,3362.973% 11,2622.799% -0.174%-5.840%
1011Cluster server softwareTechnical SkillsNetwork8 8,6771.209% 5,3751.336% 0.127%10.503%
1151Compatibility testingTechnical SkillsSoftware development1 980.014% 740.018% 0.005%34.701%
1152CompilersTechnical SkillsSoftware development4 6,3740.888% 3,3710.838% -0.050%-5.656%
1255Compliance softwareTechnical SkillsTechnical applications3 7,8371.092% 4,8911.216% 0.124%11.330%
385Computer aided design (CAD)Technical SkillsBusiness applications12 4,9550.690% 2,8800.716% 0.025%3.685%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 9930.138% 6420.160% 0.021%15.332%
875Computer diagnosticsTechnical SkillsHardware5 30,9884.318% 18,3144.552% 0.234%5.428%
1107Computer forensicsTechnical SkillsSecurity1 3,2910.459% 2,2250.553% 0.094%20.606%
1266Computer HardwareTechnical SkillsHardware12 22,1943.092% 12,1083.009% -0.083%-2.680%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications1 4460.062% 2210.055% -0.007%-11.606%
1015Computer serversTechnical SkillsNetwork6 72,02410.035% 42,66710.605% 0.570%5.677%
1267Computer UtilitiesTechnical SkillsMisc1 590.008% 390.010% 0.001%17.917%
59Content ManagerTechnical SkillsBusiness applications1 1,3090.182% 4610.115% -0.068%-37.176%
878ControllersTechnical SkillsHardware2 4,2780.596% 2,5240.627% 0.031%5.248%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 5370.075% 1730.043% -0.032%-42.531%
407Customer information control system (CICS)Technical SkillsBusiness applications2 3,9070.544% 2,1990.547% 0.002%0.403%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 50,3897.021% 25,5406.348% -0.673%-9.583%
953Data acquisition systemsTechnical SkillsInformation mgmt1 3,5800.499% 2,1640.538% 0.039%7.830%
955Data compression softwareTechnical SkillsInformation mgmt1 9730.136% 5270.131% -0.005%-3.381%
956Data conversion softwareTechnical SkillsInformation mgmt1 4,7760.665% 2,7160.675% 0.010%1.445%
958Data dictionaryTechnical SkillsInformation mgmt1 2,9800.415% 1,7210.428% 0.013%3.022%
959Data entryTechnical SkillsInformation mgmt1 4,9950.696% 2,4120.599% -0.096%-13.860%
962Data mappingTechnical SkillsInformation mgmt1 3,9540.551% 2,4280.603% 0.053%9.541%
67Data MiningTechnical SkillsInformation mgmt4 11,2571.568% 5,7501.429% -0.139%-8.881%
963Data modelingTechnical SkillsInformation mgmt1 24,2223.375% 15,8413.937% 0.562%16.664%
68Data WarehousingTechnical SkillsInformation mgmt2 38,0435.301% 22,3265.549% 0.249%4.689%
69Database AdministrationTechnical SkillsInformation mgmt12 57,0407.947% 31,9507.941% -0.006%-0.079%
969Database design softwareTechnical SkillsInformation mgmt15 41,5175.785% 23,7795.910% 0.126%2.172%
1268Database ReportingTechnical SkillsInformation mgmt2 18,3752.560% 9,5032.362% -0.198%-7.743%
1269Database SecurityTechnical SkillsInformation mgmt1 340.005% 190.005% -0.000%-0.313%
1270Database ServersTechnical SkillsInformation mgmt3 11,9881.670% 7,3321.822% 0.152%9.104%
1271Database TestingTechnical SkillsInformation mgmt1 5190.072% 3300.082% 0.010%13.426%
1160DebuggingTechnical SkillsSoftware development7 33,0474.604% 20,5595.110% 0.505%10.978%
418Desktop publishing softwareTechnical SkillsBusiness applications13 10,4211.452% 5,3401.327% -0.125%-8.589%
1272Development EnvironmentTechnical SkillsSoftware development13 20,4242.846% 12,9963.230% 0.384%13.510%
1273Digital ImagingTechnical SkillsHardware1 1,1690.163% 380.009% -0.153%-94.201%
883Digital Signal Processor (DSP)Technical SkillsHardware2 6210.087% 4660.116% 0.029%33.863%
423Disk operating system (DOS)Technical SkillsBusiness applications1 2,7170.379% 1,5060.374% -0.004%-1.122%
1307Doctor of PhilosophyTechnical SkillsMisc3 17,3092.412% 12,5753.125% 0.714%29.599%
973Document management softwareTechnical SkillsInformation mgmt4 9,8191.368% 4,8881.215% -0.153%-11.197%
1020Domain name system (DNS)Technical SkillsNetwork3 23,0183.207% 13,6573.394% 0.187%5.841%
61DreamweaverTechnical SkillsSoftware development1 4,1350.576% 2,2640.563% -0.013%-2.329%
54DSS/GDSSTechnical SkillsBusiness applications5 13,1981.839% 7,6811.909% 0.070%3.819%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 150.002% 80.002% -0.000%-4.860%
62EclipseTechnical SkillsSoftware development1 9,6181.340% 6,6961.664% 0.324%24.193%
1308Electronic CommerceTechnical SkillsBusiness applications2 20,7602.892% 10,2442.546% -0.346%-11.975%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 8,2371.148% 4,3151.072% -0.075%-6.550%
1023Electronic mail softwareTechnical SkillsNetwork8 13,9891.949% 8,2322.046% 0.097%4.975%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 51,8967.231% 28,9107.185% -0.045%-0.624%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications13 57,2767.980% 29,0317.216% -0.765%-9.582%
1321Environmental CertificationTechnical SkillsEnvironmental1 390.005% 130.003% -0.002%-40.537%
1328Environmental CleanupTechnical SkillsEnvironmental1 210.003% 200.005% 0.002%69.893%
1329Environmental EnergyTechnical SkillsEnvironmental18 4,0390.563% 1,7550.436% -0.127%-22.488%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 1,8320.255% 8710.216% -0.039%-15.188%
1327Environmental PollutionTechnical SkillsEnvironmental15 1,9690.274% 9950.247% -0.027%-9.855%
1324Environmental Pollution ControlTechnical SkillsEnvironmental6 1,6070.224% 9570.238% 0.014%6.233%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental3 2090.029% 1170.029% -0.000%-0.137%
1326Environmental Product StewardshipTechnical SkillsEnvironmental10 2,8890.403% 1,2150.302% -0.101%-24.977%
1331Environmental ScienceTechnical SkillsEnvironmental1 1,0730.150% 60.001% -0.148%-99.002%
1322Environmental TechnologyTechnical SkillsEnvironmental2 2120.030% 960.024% -0.006%-19.221%
461Expert system softwareTechnical SkillsBusiness applications1 2820.039% 2340.058% 0.019%48.024%
1359FacebookTechnical SkillsSocial Networking1 8,3941.170% 6,6901.663% 0.493%42.175%
463Facilities management softwareTechnical SkillsBusiness applications4 5,8990.822% 4,4911.116% 0.294%35.809%
468Flight control softwareTechnical SkillsBusiness applications1 930.013% 520.013% -0.000%-0.256%
469Flowchart softwareTechnical SkillsBusiness applications4 2,5140.350% 1,2770.317% -0.033%-9.387%
1112Fraud DetectionTechnical SkillsSecurity1 4,8220.672% 2,2970.571% -0.101%-15.023%
63FrontPageTechnical SkillsSoftware development1 1,2570.175% 4530.113% -0.063%-35.712%
475Fund accounting softwareTechnical SkillsBusiness applications1 9370.131% 2720.068% -0.063%-48.216%
1260GamingTechnical SkillsMisc2 11,5891.615% 7,7271.921% 0.306%18.941%
113Generic databasesTechnical SkillsInformation mgmt2 112,01715.607% 64,01615.911% 0.304%1.946%
1365Google AppsTechnical SkillsBusiness applications4 2,3050.321% 2,0430.508% 0.187%58.111%
1364Google PlusTechnical SkillsSocial Networking1 230.003% 230.006% 0.003%78.388%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications27 45,2536.305% 26,4946.585% 0.280%4.440%
484Graphic softwareTechnical SkillsBusiness applications15 51,9307.235% 30,2827.526% 0.291%4.024%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 8,9011.240% 5,7041.418% 0.178%14.316%
1323Green ITTechnical SkillsEnvironmental8 2,0990.292% 6810.169% -0.123%-42.124%
893Guidance systemsTechnical SkillsHardware1 450.006% 340.008% 0.002%34.782%
895Hardware description language (HDL)Technical SkillsHardware2 470.007% 100.002% -0.004%-62.045%
1277Hardware DesignTechnical SkillsHardware19 2,6600.371% 1,6440.409% 0.038%10.252%
1278Hardware TestingTechnical SkillsHardware4 7390.103% 4590.114% 0.011%10.798%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 4050.056% 2020.050% -0.006%-11.026%
492Helpdesk or call centerTechnical SkillsBusiness applications2 38,7975.406% 20,2495.033% -0.373%-6.895%
114IBM databasesTechnical SkillsInformation mgmt2 22,7333.167% 12,1713.025% -0.142%-4.493%
121IBM operating systemsTechnical SkillsBusiness applications4 17,8612.489% 9,0812.257% -0.232%-9.303%
898Image capture devicesTechnical SkillsHardware8 3,5110.489% 2,1620.537% 0.048%9.848%
524Industrial control softwareTechnical SkillsBusiness applications3 2,5330.353% 1,4490.360% 0.007%2.047%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 8,9381.245% 5,4491.354% 0.109%8.753%
899InfraredTechnical SkillsHardware1 6480.090% 5480.136% 0.046%50.859%
1180InstallationTechnical SkillsSoftware development1 78,95011.000% 47,56811.823% 0.823%7.480%
901Interface definition language (IDL)Technical SkillsHardware1 2260.031% 1310.033% 0.001%3.402%
536Internet browser softwareTechnical SkillsBusiness applications4 6,1070.851% 2,4960.620% -0.231%-27.091%
541Inventory management softwareTechnical SkillsBusiness applications3 4,7640.664% 2,3880.594% -0.070%-10.581%
73IT Architecture/StandardsTechnical SkillsHardware2 6,0470.843% 3,7440.931% 0.088%10.449%
1357Java METechnical SkillsMobile Platforms2 970.014% 810.020% 0.007%48.963%
1035KernelTechnical SkillsNetwork1 1,8860.263% 1,2190.303% 0.040%15.299%
907LasersTechnical SkillsHardware1 920.013% 570.014% 0.001%10.523%
1038License management softwareTechnical SkillsNetwork1 6100.085% 3240.081% -0.004%-5.250%
1361LinkedInTechnical SkillsSocial Networking1 2,5750.359% 1,6890.420% 0.061%17.009%
908Mainframe computersTechnical SkillsHardware2 25,9483.615% 12,7403.166% -0.449%-12.415%
124Mainframe operating systemsTechnical SkillsBusiness applications7 11,6051.617% 6,0771.510% -0.106%-6.587%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 15,4822.157% 8,5342.121% -0.036%-1.669%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 6,0110.838% 2,3000.572% -0.266%-31.743%
1281Medical softwareTechnical SkillsBusiness applications8 8,3891.169% 5,1181.272% 0.103%8.832%
115Microsoft databasesTechnical SkillsInformation mgmt5 108,10615.062% 59,87314.881% -0.181%-1.202%
119Microsoft operating systemsTechnical SkillsBusiness applications4 158,93122.144% 94,50223.488% 1.344%6.071%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 4650.065% 4260.106% 0.041%63.426%
625MultimediaTechnical SkillsBusiness applications1 3,7960.529% 2,3930.595% 0.066%12.456%
1362MySpaceTechnical SkillsSocial Networking1 1,8470.257% 2490.062% -0.195%-75.951%
74Network administrationTechnical SkillsHardware11 61,5308.573% 38,5829.589% 1.016%11.857%
1282Network Administration softwareTechnical SkillsNetwork17 44,2026.159% 26,8936.684% 0.526%8.533%
1283Network HardwareTechnical SkillsNetwork11 29,4634.105% 18,4354.582% 0.477%11.617%
1284Network Monitoring softwareTechnical SkillsNetwork13 19,2702.685% 12,3653.073% 0.388%14.466%
1059Network operation system software (NOS)Technical SkillsNetwork2 1,0430.145% 6110.152% 0.007%4.501%
1122Network securityTechnical SkillsSecurity1 29,5974.124% 18,5794.618% 0.494%11.980%
1285Network Security softwareTechnical SkillsSecurity31 63,3518.827% 40,91410.169% 1.342%15.208%
1286Network softwareTechnical SkillsNetwork5 13,5821.892% 8,1372.022% 0.130%6.872%
1287Network TestingTechnical SkillsNetwork11 9,7441.358% 5,5151.371% 0.013%0.966%
1065Novell network softwareTechnical SkillsNetwork2 2,0950.292% 8810.219% -0.073%-24.983%
643OberonTechnical SkillsBusiness applications1 690.010% 510.013% 0.003%31.852%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 50,3517.015% 29,7227.387% 0.372%5.302%
1288Office ApplicationsTechnical SkillsBusiness applications13 143,65220.015% 76,25818.954% -1.061%-5.302%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 9,6611.346% 4,8681.210% -0.136%-10.114%
116Open-source databasesTechnical SkillsInformation mgmt4 16,9652.364% 10,7472.671% 0.307%13.005%
118Open-source operating systemsTechnical SkillsBusiness applications8 69,9739.749% 44,29211.009% 1.259%12.917%
56Operating SystemsTechnical SkillsBusiness applications3 79,95711.140% 48,18211.975% 0.835%7.496%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 5990.083% 2200.055% -0.029%-34.482%
117Oracle databasesTechnical SkillsInformation mgmt1 136,65519.040% 80,51420.011% 0.971%5.102%
1354Palm OSTechnical SkillsMobile Platforms3 1320.018% 620.015% -0.003%-16.212%
1289Physical ToolsTechnical SkillsHardware1 280.004% 60.001% -0.002%-61.774%
683Point of sale (POS)Technical SkillsBusiness applications3 4,0890.570% 2,1790.542% -0.028%-4.938%
931PrintersTechnical SkillsHardware3 8,8971.240% 4,7741.187% -0.053%-4.280%
43ProgrammingTechnical SkillsSoftware development1 162,20822.600% 94,39923.463% 0.862%3.815%
700ProvisioningTechnical SkillsBusiness applications1 9,6001.338% 6,0461.503% 0.165%12.347%
1258Rate ControlTechnical SkillsTechnical applications1 50.001% 30.001% 0.000%7.033%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 10,1561.415% 6,1001.516% 0.101%7.145%
1077Remote control softwareTechnical SkillsNetwork2 9760.136% 4630.115% -0.021%-15.375%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 4970.069% 2700.067% -0.002%-3.089%
1262RoboticsTechnical SkillsHardware2 1,9100.266% 1,0320.257% -0.010%-3.615%
1318RSATechnical SkillsSecurity1 5,3420.744% 2,3850.593% -0.152%-20.357%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 3,4690.483% 2,5410.632% 0.148%30.667%
44SDLCTechnical SkillsSoftware development7 84,87711.826% 51,91612.904% 1.078%9.113%
1132Secure shell (SSH)Technical SkillsSecurity1 290.004% 240.006% 0.002%47.631%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 7,1580.997% 4,2971.068% 0.071%7.088%
76SecurityTechnical SkillsHardware4 418,99858.379% 287,60671.484% 13.105%22.448%
1315Security ClearanceTechnical SkillsMisc2 112,52915.679% 75,11618.670% 2.991%19.078%
1135Security testing softwareTechnical SkillsSecurity1 2,3890.333% 1,8850.469% 0.136%40.754%
60Sharepoint ServerTechnical SkillsBusiness applications1 3,5660.497% 2,7200.676% 0.179%36.067%
1084Signal generatorsTechnical SkillsNetwork1 1430.020% 1220.030% 0.010%52.191%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 5,6000.780% 3,3650.836% 0.056%7.192%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 14,0771.961% 9,3812.332% 0.370%18.879%
1220Simulation softwareTechnical SkillsSoftware development5 12,7181.772% 8,1582.028% 0.256%14.427%
1366Social NetworkTechnical SkillsSocial Networking1 5540.077% 4310.107% 0.030%38.782%
1358Social NetworkingTechnical SkillsSocial Networking1 7,4981.045% 6,3111.569% 0.524%50.147%
42Software DevelopmentTechnical SkillsSoftware development2 143,65320.015% 88,16121.912% 1.897%9.478%
1291Software Development softwareTechnical SkillsSoftware development2 1,8770.262% 8810.219% -0.043%-16.271%
1309Software EngineeringTechnical SkillsSoftware development1 61,7668.606% 40,97010.183% 1.577%18.326%
1292Software InstallationTechnical SkillsSoftware development4 82,88611.548% 54,32413.502% 1.954%16.917%
1223Software librariesTechnical SkillsSoftware development1 1230.017% 1080.027% 0.010%56.633%
1293Software MaintenanceTechnical SkillsSoftware development1 3,8700.539% 2,3320.580% 0.040%7.494%
1294Software TestingTechnical SkillsSoftware development14 70,8709.874% 43,96410.927% 1.053%10.662%
1225Source code management (SCM)Technical SkillsSoftware development5 17,5612.447% 10,9142.713% 0.266%10.866%
1229Static analysis softwareTechnical SkillsSoftware development1 1120.016% 1110.028% 0.012%76.795%
772Statistical analysis softwareTechnical SkillsBusiness applications21 56,0037.803% 28,3387.043% -0.760%-9.734%
774Statistical softwareTechnical SkillsBusiness applications1 32,0884.471% 14,4683.596% -0.875%-19.568%
1230Stress testing softwareTechnical SkillsSoftware development1 1,5640.218% 9350.232% 0.014%6.645%
122Sun operating systemsTechnical SkillsBusiness applications3 40,7545.678% 24,0005.965% 0.287%5.052%
939Surveillance systemsTechnical SkillsHardware5 7,8371.092% 4,8471.205% 0.113%10.329%
791Symantec softwareTechnical SkillsBusiness applications1 5,7280.798% 3,6800.915% 0.117%14.607%
1355SymbianTechnical SkillsMobile Platforms1 300.004% 20.000% -0.004%-88.107%
1310System AdministrationTechnical SkillsNetwork4 66,7959.307% 41,08210.211% 0.904%9.717%
45System TestingTechnical SkillsSoftware development5 16,7322.331% 9,7592.426% 0.094%4.045%
46Systems AnalysisTechnical SkillsSoftware development8 92,90712.945% 57,01714.171% 1.227%9.477%
47Systems DesignTechnical SkillsSoftware development1 14,0731.961% 9,6022.387% 0.426%21.714%
1233Systems EvaluationTechnical SkillsSoftware development1 1180.016% 890.022% 0.006%34.547%
1234Systems integrationTechnical SkillsSoftware development8 65,0089.058% 39,5739.836% 0.778%8.592%
75TCP/IPTechnical SkillsHardware3 35,2974.918% 21,2985.294% 0.376%7.638%
1235Technology DesignTechnical SkillsSoftware development1 7460.104% 3020.075% -0.029%-27.784%
1236TemplatesTechnical SkillsSoftware development1 12,1121.688% 6,4901.613% -0.074%-4.414%
1239Test implementationTechnical SkillsSoftware development1 1810.025% 1200.030% 0.005%18.268%
1302TestingTechnical SkillsSoftware development1 226,91831.616% 134,44033.415% 1.798%5.688%
1297Training softwareTechnical SkillsBusiness applications3 1,2260.171% 7680.191% 0.020%11.747%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 8760.122% 4940.123% 0.001%0.598%
1360TwitterTechnical SkillsSocial Networking1 10,5181.465% 5,7291.424% -0.042%-2.835%
123UNIX operating systemsTechnical SkillsBusiness applications5 103,80314.463% 62,04015.420% 0.957%6.617%
1298UNIX ShellsTechnical SkillsBusiness applications4 20,3162.831% 11,8182.937% 0.107%3.770%
48User-Interface DesignTechnical SkillsSoftware development2 18,9532.641% 11,9172.962% 0.321%12.164%
836Video creation and editing softwareTechnical SkillsBusiness applications3 1,8980.264% 5600.139% -0.125%-47.367%
64Visual StudioTechnical SkillsSoftware development1 20,3132.830% 11,5732.876% 0.046%1.634%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 8730.122% 4860.121% -0.001%-0.691%
77Voice/Data TelecomTechnical SkillsHardware9 77,28810.768% 43,12110.718% -0.051%-0.473%
1299Web Application ServerTechnical SkillsBusiness applications8 35,9385.007% 21,7025.394% 0.387%7.724%
1248Web platform development softwareTechnical SkillsSoftware development4 1,7780.248% 1,1110.276% 0.028%11.467%
65web programmerTechnical SkillsSoftware development4 8,6861.210% 5,5301.374% 0.164%13.572%
58Web serversTechnical SkillsBusiness applications6 50,8517.085% 33,4858.323% 1.238%17.467%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 31,3794.372% 18,1664.515% 0.143%3.273%
1356Windows CETechnical SkillsMobile Platforms4 1,3170.183% 8260.205% 0.022%11.882%
1102WirelessTechnical SkillsNetwork5 29,1194.057% 18,5134.601% 0.544%13.414%
1363YouTubeTechnical SkillsSocial Networking2 3330.046% 2970.074% 0.027%59.103%
79.NETProgramming SkillsCurrent1 71,1849.918% 42,06710.456% 0.538%5.420%
209A programming language (APL)Programming SkillsLegacy2 1,1090.155% 7120.177% 0.022%14.529%
99AdaProgramming SkillsLegacy1 3,1470.438% 1,1920.296% -0.142%-32.431%
80AJAXProgramming SkillsCurrent1 27,4753.828% 14,4613.594% -0.234%-6.109%
192Apple AppleScriptProgramming SkillsCurrent1 210.003% 90.002% -0.001%-23.548%
81ASPProgramming SkillsCurrent2 53,8757.506% 28,0646.975% -0.531%-7.076%
108AssemblyProgramming SkillsLegacy2 6860.096% 5240.130% 0.035%36.261%
211AWKProgramming SkillsLegacy1 1,2380.172% 8550.213% 0.040%23.200%
212BProgramming SkillsLegacy1 9,4191.312% 4,2421.054% -0.258%-19.660%
83C#Programming SkillsCurrent2 51,8407.223% 30,3797.551% 0.328%4.538%
82C/C++Programming SkillsCurrent3 72,40510.088% 43,51110.815% 0.726%7.200%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 27,5503.839% 17,0434.236% 0.397%10.354%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 2350.033% 2030.050% 0.018%54.097%
84CGIProgramming SkillsCurrent2 3,5130.489% 2,2480.559% 0.069%14.152%
217ClipperProgramming SkillsLegacy1 1210.017% 970.024% 0.007%43.005%
218CLUProgramming SkillsLegacy1 1270.018% 190.005% -0.013%-73.312%
100CobolProgramming SkillsLegacy1 9,3741.306% 4,5601.133% -0.173%-13.223%
85ColdFusionProgramming SkillsCurrent2 6,7740.944% 3,8010.945% 0.001%0.096%
219Combined programming language (CPL)Programming SkillsLegacy1 2770.039% 2170.054% 0.015%39.748%
195Component object model (COM)Programming SkillsCurrent1 740.010% 400.010% -0.000%-3.574%
125Database programmingProgramming SkillsCurrent3 14,6452.040% 9,7902.433% 0.393%19.250%
196Distributed component object model (DCOM)Programming SkillsCurrent1 1,3900.194% 6050.150% -0.043%-22.356%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 2,0630.287% 1,3710.341% 0.053%18.551%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 1,0640.148% 4530.113% -0.036%-24.051%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 6,7460.940% 3,9840.990% 0.050%5.351%
109ForthProgramming SkillsLegacy1 2,4040.335% 1,4970.372% 0.037%11.084%
102FortranProgramming SkillsLegacy1 1,1640.162% 7400.184% 0.022%13.408%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 123,43017.197% 67,41816.757% -0.441%-2.564%
222JProgramming SkillsLegacy1 2,7360.381% 1,5680.390% 0.009%2.234%
87Java/J2EE/J2PProgramming SkillsCurrent4 113,64015.833% 70,29817.472% 1.639%10.351%
97JavaScriptProgramming SkillsCurrent3 54,0717.534% 30,7847.651% 0.118%1.561%
89JavaServer FacesProgramming SkillsCurrent3 5,5420.772% 4,1881.041% 0.269%34.805%
88JavaServer PagesProgramming SkillsCurrent3 21,5783.006% 13,1453.267% 0.261%8.671%
223Job control language (JCL)Programming SkillsLegacy2 5,0330.701% 2,3490.584% -0.117%-16.743%
126LAMPProgramming SkillsCurrent1 2,0690.288% 1,2730.316% 0.028%9.757%
104LispProgramming SkillsLegacy1 830.012% 650.016% 0.005%39.701%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 2850.040% 1810.045% 0.005%13.292%
201Microsoft ActiveXProgramming SkillsCurrent1 1,1800.164% 4260.106% -0.059%-35.599%
107PascalProgramming SkillsLegacy1 4910.068% 1080.027% -0.042%-60.762%
90PerlProgramming SkillsCurrent1 32,8684.579% 19,0144.726% 0.146%3.197%
91PHPProgramming SkillsCurrent1 13,7401.914% 8,2442.049% 0.135%7.033%
103PL/1Programming SkillsLegacy2 940.013% 470.012% -0.001%-10.806%
105PrologProgramming SkillsLegacy1 1610.022% 650.016% -0.006%-27.980%
95PythonProgramming SkillsCurrent1 9,2561.290% 6,7981.690% 0.400%31.016%
228Register transfer language (RTL)Programming SkillsLegacy1 6,2000.864% 4,6521.156% 0.292%33.848%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 1740.024% 830.021% -0.004%-14.907%
206Scripting languagesProgramming SkillsCurrent1 7,4831.043% 4,6461.155% 0.112%10.756%
101SmalltalkProgramming SkillsLegacy1 2240.031% 1010.025% -0.006%-19.566%
92SQLProgramming SkillsCurrent3 207,81628.955% 118,73929.512% 0.557%1.925%
110TCLProgramming SkillsLegacy1 1,7180.239% 8610.214% -0.025%-10.598%
98Unified Modeling LanguageProgramming SkillsCurrent2 19,6102.732% 11,9612.973% 0.241%8.807%
93Visual BasicProgramming SkillsCurrent6 62,6438.728% 31,8567.918% -0.810%-9.284%
207Web service definition language (WSDL)Programming SkillsCurrent2 4,6340.646% 3,0350.754% 0.109%16.834%
94XMLProgramming SkillsCurrent2 73,10710.186% 43,67310.855% 0.669%6.566%
1342Computer ScienceMajorsComputer Science2 481,72567.118% 298,92074.296% 7.177%10.693%
1344Information TechnologyMajorsInformation Technology3 289,42540.325% 189,04646.987% 6.661%16.519%
1343Management Information SystemsMajorsManagement Information Systems9 717,724100.000% 402,339100.000% 0.000%0.000%

cs Degrees

Computer Science

2012-04-10Jobs Found:1,813,896Click on column headings to sort
Skill IDSkill NamePrimary CategorySecondary CategoryNumber of SynonymsOccurrencesFrequencyLast 2 years OccurrencesLast 2 years FrequencyLast 2 years Growth/DeclineMovement
252Analytical ThinkingSoft SkillsProblem-solving skills1 4,3630.241% 1,4340.262% 0.022%9.012%
2Attention to DetailsSoft SkillsProblem-solving skills1 6,5480.361% 2,2540.412% 0.051%14.171%
8Conflict ResolutionSoft SkillsInterpersonal skills1 8,5410.471% 2,7050.495% 0.024%5.044%
231CooperationSoft SkillsInterpersonal skills1 13,6530.753% 4,6650.853% 0.100%13.327%
3CreativitySoft SkillsProblem-solving skills3 53,9212.973% 16,4012.999% 0.026%0.884%
4Critical thinkingSoft SkillsProblem-solving skills3 17,3640.957% 5,8631.072% 0.115%11.990%
1300FlexibilitySoft SkillsWork ethic1 52,0492.869% 16,4763.013% 0.143%4.991%
232IndependenceSoft SkillsInterpersonal skills1 7,8470.433% 2,9960.548% 0.115%26.634%
13Initiative/Motivation to workSoft SkillsWork ethic5 211,23311.645% 62,98311.517% -0.129%-1.105%
256InnovationSoft SkillsProblem-solving skills1 110,9806.118% 41,6207.610% 1.492%24.385%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 144,9197.989% 43,7568.001% 0.011%0.144%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 9670.053% 2180.040% -0.013%-25.228%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 105,6165.823% 35,9296.570% 0.747%12.830%
10LeadershipSoft SkillsInterpersonal skills1 345,00619.020% 107,28019.616% 0.596%3.134%
258LearningSoft SkillsProblem-solving skills1 103,7165.718% 31,4525.751% 0.033%0.580%
1Learning AbilitySoft SkillsProblem-solving skills3 29,6581.635% 10,2301.871% 0.236%14.405%
236ListeningSoft SkillsLanguage skills1 23,0321.270% 7,0661.292% 0.022%1.754%
260MathematicsSoft SkillsProblem-solving skills3 121,9646.724% 29,9715.480% -1.244%-18.496%
18Negotiation SkillsSoft SkillsLanguage skills1 14,3210.790% 5,6031.025% 0.235%29.765%
262OptimizationSoft SkillsProblem-solving skills1 87,9074.846% 29,6445.420% 0.574%11.847%
19Oral CommunicationsSoft SkillsLanguage skills2 28,6071.577% 8,9801.642% 0.065%4.115%
273PersistenceSoft SkillsWork ethic1 6,9460.383% 2,4690.451% 0.069%17.895%
239PersuasionSoft SkillsLanguage skills1 2,4800.137% 7640.140% 0.003%2.177%
1301Physical SkillSoft SkillsWork ethic2 1,4320.079% 4570.084% 0.005%5.848%
240PresentationsSoft SkillsLanguage skills1 81,7034.504% 24,3454.452% -0.053%-1.171%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 331,39118.270% 115,31121.085% 2.815%15.409%
20Questioning skillsSoft SkillsLanguage skills1 3910.022% 1720.031% 0.010%45.902%
241Reading ComprehensionSoft SkillsLanguage skills1 2810.015% 1340.025% 0.009%58.165%
6Research skillsSoft SkillsProblem-solving skills1 2,9250.161% 7680.140% -0.021%-12.914%
15ResponsibilitySoft SkillsWork ethic2 169,2699.332% 52,8149.657% 0.325%3.486%
234Self ControlSoft SkillsInterpersonal skills1 1340.007% 510.009% 0.002%26.234%
16Self-managementSoft SkillsWork ethic1 1,7460.096% 5360.098% 0.002%1.820%
250Stress ToleranceSoft SkillsPhysical skills1 1930.011% 1260.023% 0.012%116.533%
12TeamworkSoft SkillsInterpersonal skills1 72,5213.998% 23,4274.284% 0.286%7.143%
17Time ManagementSoft SkillsWork ethic2 57,6313.177% 19,9873.655% 0.477%15.028%
268VisualizationSoft SkillsProblem-solving skills1 16,1580.891% 3,9690.726% -0.165%-18.529%
7Working under pressureSoft SkillsProblem-solving skills1 6940.038% 3240.059% 0.021%54.845%
21Written CommunicationsSoft SkillsLanguage skills3 270,28614.901% 81,48314.899% -0.002%-0.011%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 37,8562.087% 14,2502.606% 0.519%24.851%
172Account managementBusiness SkillsManagement skills1 16,9580.935% 5,1690.945% 0.010%1.098%
22AccountingBusiness SkillsBusiness processes4 119,5826.593% 31,2525.714% -0.878%-13.319%
1263Accounting softwareBusiness SkillsBusiness processes7 12,6360.697% 2,5590.468% -0.229%-32.831%
174AdministrationBusiness SkillsManagement skills3 382,94021.111% 122,27622.358% 1.247%5.906%
1313AnalystBusiness SkillsProject management1 275,75615.202% 85,66315.664% 0.461%3.034%
175Application managementBusiness SkillsManagement skills5 128,2817.072% 43,3057.918% 0.846%11.966%
150Asset managementBusiness SkillsBusiness processes1 21,3601.178% 7,1791.313% 0.135%11.474%
151AuditingBusiness SkillsBusiness processes4 74,0524.082% 22,9174.190% 0.108%2.644%
1264Auditing softwareBusiness SkillsBusiness processes1 860.005% 200.004% -0.001%-22.867%
152BillingBusiness SkillsBusiness processes1 29,1291.606% 8,5031.555% -0.051%-3.182%
1314Business AnalystBusiness SkillsProject management1 94,8765.231% 43,1017.881% 2.651%50.675%
35Business IntelligenceBusiness SkillsStrategy skills1 74,2224.092% 25,4954.662% 0.570%13.929%
155Business performance management (BPM)Business SkillsBusiness processes2 10,0610.555% 3,8320.701% 0.146%26.327%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 26,4151.456% 6,1991.133% -0.323%-22.164%
36Business StrategyBusiness SkillsStrategy skills3 294,31416.226% 95,46217.455% 1.230%7.580%
182Calendar and schedulingBusiness SkillsProject management3 72,9834.024% 20,0223.661% -0.362%-9.009%
156Capacity planningBusiness SkillsBusiness processes1 40,9672.259% 14,3492.624% 0.365%16.171%
28Change ManagementBusiness SkillsManagement skills1 61,3153.380% 22,7194.154% 0.774%22.895%
24Contracting and legalBusiness SkillsBusiness processes2 69,3683.824% 18,3473.355% -0.469%-12.276%
176CoordinationBusiness SkillsManagement skills1 76,1724.199% 23,9724.383% 0.184%4.381%
157Cost accountingBusiness SkillsBusiness processes1 1,3620.075% 3410.062% -0.013%-16.960%
158Cost estimationBusiness SkillsBusiness processes1 1,6310.090% 4290.078% -0.011%-12.760%
1312Customer SupportBusiness SkillsBusiness processes6 347,70519.169% 120,87422.102% 2.933%15.301%
1339EducationBusiness SkillsIndustry Segment1 14,4350.796% 4,1820.765% -0.031%-3.910%
1333EnergyBusiness SkillsIndustry Segment1 85,4934.713% 24,9684.565% -0.148%-3.136%
1340EntertainmentBusiness SkillsIndustry Segment1 38,0962.100% 9,5261.742% -0.358%-17.064%
1319EnvironmentalBusiness SkillsEnvironmental13 32,6991.803% 9,4951.736% -0.067%-3.690%
1320Environmental StrategyBusiness SkillsEnvironmental5 5,8040.320% 2,4450.447% 0.127%39.721%
161FinancialBusiness SkillsBusiness processes2 333,98818.413% 103,13418.858% 0.445%2.419%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 1,4310.079% 3500.064% -0.015%-18.878%
1332Health CareBusiness SkillsIndustry Segment2 192,92510.636% 53,0389.698% -0.938%-8.818%
177Human resourcesBusiness SkillsManagement skills2 66,5913.671% 18,6993.419% -0.252%-6.865%
1336InsuranceBusiness SkillsIndustry Segment1 9,8570.543% 3,2680.598% 0.054%9.963%
1316Managing/SupervisionBusiness SkillsManagement skills5 678,29937.395% 183,30333.517% -3.877%-10.369%
1334ManufacturingBusiness SkillsIndustry Segment2 111,8016.164% 26,5874.861% -1.302%-21.126%
26MarketingBusiness SkillsBusiness processes1 162,2658.946% 47,4628.678% -0.267%-2.987%
185MonitoringBusiness SkillsProject management1 193,48410.667% 64,72011.834% 1.167%10.944%
179NegotiationBusiness SkillsManagement skills1 52,2632.881% 18,0143.294% 0.413%14.321%
163Operation and ControlBusiness SkillsBusiness processes2 9710.054% 2040.037% -0.016%-30.318%
29Outsourcing ManagementBusiness SkillsManagement skills3 44,0222.427% 12,8092.342% -0.085%-3.494%
167ProcurementBusiness SkillsBusiness processes1 27,5621.519% 8,1401.488% -0.031%-2.045%
1290Project Management softwareBusiness SkillsProject management2 45,4282.504% 14,3212.619% 0.114%4.559%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 308,25316.994% 99,69918.230% 1.236%7.274%
168QualityBusiness SkillsBusiness processes1 492,08227.128% 160,35129.320% 2.192%8.080%
1337Real EstateBusiness SkillsIndustry Segment2 9,7740.539% 2,6630.487% -0.052%-9.633%
1335RetailBusiness SkillsIndustry Segment2 284,31215.674% 93,13717.030% 1.356%8.652%
34Risk ManagementBusiness SkillsProject management1 43,8282.416% 12,6802.319% -0.098%-4.043%
169Service OrientationBusiness SkillsBusiness processes1 11,7200.646% 4,4390.812% 0.166%25.623%
27Supply Chain ManagementBusiness SkillsBusiness processes3 49,2262.714% 14,5602.662% -0.052%-1.898%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 3,8950.215% 1,0280.188% -0.027%-12.462%
178TeachingBusiness SkillsManagement skills7 44,0412.428% 12,5152.288% -0.140%-5.749%
190TimekeepingBusiness SkillsProject management3 21,2101.169% 6,0061.098% -0.071%-6.081%
1296Timekeeping softwareBusiness SkillsProject management1 1,9890.110% 6920.127% 0.017%15.394%
171Total quality management (TQM)Business SkillsBusiness processes2 2,5770.142% 5440.099% -0.043%-29.984%
180TroubleshootingBusiness SkillsManagement skills1 235,95113.008% 80,40314.702% 1.694%13.022%
181VerificationBusiness SkillsManagement skills1 56,9413.139% 14,5092.653% -0.486%-15.487%
1338Waste ManagementBusiness SkillsIndustry Segment1 1,5550.086% 4440.081% -0.005%-5.297%
191WorkflowBusiness SkillsProject management1 76,1284.197% 25,2874.624% 0.427%10.170%
31Working GloballyBusiness SkillsManagement skills3 15,5330.856% 3,5360.647% -0.210%-24.496%
32Working with Virtual TeamsBusiness SkillsManagement skills2 2,8130.155% 1,0090.184% 0.029%18.969%
514GLTechnical SkillsSoftware development3 3,7750.208% 9220.169% -0.040%-18.993%
987Access servers & softwareTechnical SkillsNetwork10 52,7382.907% 17,9823.288% 0.381%13.090%
38Agile Development MethodsTechnical SkillsSoftware development3 42,0282.317% 18,0243.296% 0.979%42.240%
304Algorithmic softwareTechnical SkillsBusiness applications1 980.005% 150.003% -0.003%-49.234%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 2,7800.153% 6210.114% -0.040%-25.910%
1352AndroidTechnical SkillsMobile Platforms1 14,4620.797% 11,2222.052% 1.255%157.367%
1351Apple iOSTechnical SkillsMobile Platforms6 16,0940.887% 10,4631.913% 1.026%115.627%
120Apple operating systemsTechnical SkillsBusiness applications6 41,0722.264% 14,6942.687% 0.423%18.660%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 4,5770.252% 8830.161% -0.091%-36.013%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 1090.006% 80.001% -0.005%-75.657%
1265Backup & RecoveryTechnical SkillsTechnical applications16 147,0748.108% 47,1708.625% 0.517%6.375%
1353BlackberryTechnical SkillsMobile Platforms2 16,2560.896% 6,9871.278% 0.381%42.557%
336Borland DelphiTechnical SkillsBusiness applications1 3,5790.197% 8320.152% -0.045%-22.897%
337Borland JBuilderTechnical SkillsBusiness applications1 3,4370.189% 4570.084% -0.106%-55.899%
338Borland ParadoxTechnical SkillsBusiness applications1 2040.011% 650.012% 0.001%5.680%
72Business Continuity PlanningTechnical SkillsHardware2 19,7141.087% 6,1871.131% 0.044%4.092%
352Cadence OpusTechnical SkillsBusiness applications1 8430.046% 3830.070% 0.024%50.689%
868CalculatorsTechnical SkillsHardware1 1,3620.075% 1170.021% -0.054%-71.508%
39CASE ToolsTechnical SkillsSoftware development1 72,4693.995% 22,3934.095% 0.099%2.487%
367Categorization or classification softwareTechnical SkillsBusiness applications1 8,7550.483% 2,7280.499% 0.016%3.347%
112CertificationTechnical SkillsMisc3 294,97016.262% 94,60217.298% 1.036%6.373%
78CiscoTechnical SkillsHardware1 84,9004.681% 26,9334.925% 0.244%5.217%
1009Cisco Systems IOSTechnical SkillsNetwork1 14,1220.779% 7,5241.376% 0.597%76.711%
40Client-ServerTechnical SkillsSoftware development1 44,2242.438% 13,5072.470% 0.032%1.301%
1011Cluster server softwareTechnical SkillsNetwork8 30,7831.697% 10,8631.986% 0.289%17.044%
1151Compatibility testingTechnical SkillsSoftware development1 6650.037% 2100.038% 0.002%4.739%
1152CompilersTechnical SkillsSoftware development4 21,8801.206% 5,8511.070% -0.136%-11.306%
1255Compliance softwareTechnical SkillsTechnical applications3 7,1200.393% 2,5760.471% 0.079%19.999%
385Computer aided design (CAD)Technical SkillsBusiness applications12 16,7680.924% 3,0440.557% -0.368%-39.789%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 2,9760.164% 5990.110% -0.055%-33.242%
875Computer diagnosticsTechnical SkillsHardware5 79,4734.381% 23,8734.365% -0.016%-0.368%
1107Computer forensicsTechnical SkillsSecurity1 5,5550.306% 1,1780.215% -0.091%-29.665%
1266Computer HardwareTechnical SkillsHardware12 41,8152.305% 11,7992.157% -0.148%-6.411%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications1 1,5230.084% 3720.068% -0.016%-18.987%
1015Computer serversTechnical SkillsNetwork6 190,09010.480% 62,26911.386% 0.906%8.648%
1267Computer UtilitiesTechnical SkillsMisc1 1,2310.068% 2250.041% -0.027%-39.377%
59Content ManagerTechnical SkillsBusiness applications1 1,5340.085% 6020.110% 0.026%30.161%
878ControllersTechnical SkillsHardware2 10,8280.597% 2,9710.543% -0.054%-8.995%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 1,6380.090% 4430.081% -0.009%-10.298%
407Customer information control system (CICS)Technical SkillsBusiness applications2 8,5130.469% 2,1990.402% -0.067%-14.325%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 89,7804.950% 29,9635.479% 0.529%10.692%
953Data acquisition systemsTechnical SkillsInformation mgmt1 10,1040.557% 2,3890.437% -0.120%-21.579%
955Data compression softwareTechnical SkillsInformation mgmt1 7,6240.420% 2,5070.458% 0.038%9.064%
956Data conversion softwareTechnical SkillsInformation mgmt1 7,9320.437% 2,7780.508% 0.071%16.161%
958Data dictionaryTechnical SkillsInformation mgmt1 5,5210.304% 2,1340.390% 0.086%28.200%
959Data entryTechnical SkillsInformation mgmt1 8,5410.471% 2,0150.368% -0.102%-21.751%
962Data mappingTechnical SkillsInformation mgmt1 8,3680.461% 3,3680.616% 0.155%33.494%
67Data MiningTechnical SkillsInformation mgmt4 32,5821.796% 10,0691.841% 0.045%2.499%
963Data modelingTechnical SkillsInformation mgmt1 61,3493.382% 21,5813.946% 0.564%16.674%
68Data WarehousingTechnical SkillsInformation mgmt2 91,0355.019% 32,2025.888% 0.869%17.324%
69Database AdministrationTechnical SkillsInformation mgmt12 121,5966.704% 39,0047.132% 0.428%6.390%
969Database design softwareTechnical SkillsInformation mgmt15 109,2206.021% 34,7156.348% 0.326%5.421%
1268Database ReportingTechnical SkillsInformation mgmt2 33,6051.853% 10,3861.899% 0.046%2.507%
1269Database SecurityTechnical SkillsInformation mgmt1 2080.011% 920.017% 0.005%46.702%
1270Database ServersTechnical SkillsInformation mgmt3 30,2041.665% 9,0781.660% -0.005%-0.313%
1271Database TestingTechnical SkillsInformation mgmt1 1,5090.083% 5350.098% 0.015%17.591%
1160DebuggingTechnical SkillsSoftware development7 135,9737.496% 43,2217.903% 0.407%5.427%
418Desktop publishing softwareTechnical SkillsBusiness applications13 26,8331.479% 6,0241.101% -0.378%-25.539%
1272Development EnvironmentTechnical SkillsSoftware development13 90,7645.004% 28,5855.227% 0.223%4.456%
1273Digital ImagingTechnical SkillsHardware1 7430.041% 1560.029% -0.012%-30.362%
883Digital Signal Processor (DSP)Technical SkillsHardware2 7,3490.405% 1,2270.224% -0.181%-44.623%
423Disk operating system (DOS)Technical SkillsBusiness applications1 6,3190.348% 1,7690.323% -0.025%-7.148%
1307Doctor of PhilosophyTechnical SkillsMisc3 89,4574.932% 33,8176.183% 1.252%25.381%
973Document management softwareTechnical SkillsInformation mgmt4 15,7100.866% 5,0700.927% 0.061%7.039%
1020Domain name system (DNS)Technical SkillsNetwork3 61,0033.363% 20,7113.787% 0.424%12.606%
61DreamweaverTechnical SkillsSoftware development1 11,5920.639% 3,2290.590% -0.049%-7.611%
54DSS/GDSSTechnical SkillsBusiness applications5 22,9231.264% 7,1241.303% 0.039%3.077%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 700.004% 50.001% -0.003%-76.309%
62EclipseTechnical SkillsSoftware development1 39,3532.170% 13,5172.472% 0.302%13.923%
1308Electronic CommerceTechnical SkillsBusiness applications2 81,4744.492% 31,7455.805% 1.313%29.231%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 15,7660.869% 5,2910.967% 0.098%11.308%
1023Electronic mail softwareTechnical SkillsNetwork8 29,1571.607% 8,8361.616% 0.008%0.513%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 87,4944.824% 26,6384.871% 0.047%0.980%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications13 88,8224.897% 26,4944.844% -0.052%-1.068%
1321Environmental CertificationTechnical SkillsEnvironmental1 980.005% 190.003% -0.002%-35.696%
1328Environmental CleanupTechnical SkillsEnvironmental1 340.002% 140.003% 0.001%36.571%
1329Environmental EnergyTechnical SkillsEnvironmental18 4,5100.249% 1,3850.253% 0.005%1.855%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 4,6010.254% 1,0420.191% -0.063%-24.885%
1327Environmental PollutionTechnical SkillsEnvironmental15 3,7040.204% 1,0830.198% -0.006%-3.023%
1324Environmental Pollution ControlTechnical SkillsEnvironmental6 2,6010.143% 3580.065% -0.078%-54.349%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental3 9390.052% 1210.022% -0.030%-57.260%
1326Environmental Product StewardshipTechnical SkillsEnvironmental10 3,2740.180% 8250.151% -0.030%-16.423%
1331Environmental ScienceTechnical SkillsEnvironmental1 510.003% 10.000% -0.003%-93.497%
1322Environmental TechnologyTechnical SkillsEnvironmental2 3070.017% 330.006% -0.011%-64.348%
461Expert system softwareTechnical SkillsBusiness applications1 7160.039% 1520.028% -0.012%-29.589%
1359FacebookTechnical SkillsSocial Networking1 27,7851.532% 23,4914.295% 2.764%180.415%
463Facilities management softwareTechnical SkillsBusiness applications4 3,2160.177% 1,0550.193% 0.016%8.805%
468Flight control softwareTechnical SkillsBusiness applications1 7860.043% 580.011% -0.033%-75.525%
469Flowchart softwareTechnical SkillsBusiness applications4 4,8190.266% 1,7910.327% 0.062%23.268%
1112Fraud DetectionTechnical SkillsSecurity1 7,9200.437% 2,6940.493% 0.056%12.819%
63FrontPageTechnical SkillsSoftware development1 2,2770.126% 3510.064% -0.061%-48.872%
475Fund accounting softwareTechnical SkillsBusiness applications1 4100.023% 1650.030% 0.008%33.478%
1260GamingTechnical SkillsMisc2 37,1102.046% 11,6552.131% 0.085%4.167%
113Generic databasesTechnical SkillsInformation mgmt2 289,53315.962% 94,42617.266% 1.304%8.169%
1365Google AppsTechnical SkillsBusiness applications4 7,4240.409% 4,6480.850% 0.441%107.653%
1364Google PlusTechnical SkillsSocial Networking1 2680.015% 2680.049% 0.034%231.674%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications27 93,2215.139% 27,9445.110% -0.030%-0.577%
484Graphic softwareTechnical SkillsBusiness applications15 137,2717.568% 40,8217.464% -0.104%-1.368%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 45,3682.501% 11,8282.163% -0.338%-13.529%
1323Green ITTechnical SkillsEnvironmental8 4,3300.239% 1,4590.267% 0.028%11.758%
893Guidance systemsTechnical SkillsHardware1 1250.007% 480.009% 0.002%27.363%
895Hardware description language (HDL)Technical SkillsHardware2 7030.039% 1200.022% -0.017%-43.384%
1277Hardware DesignTechnical SkillsHardware19 16,4440.907% 3,7550.687% -0.220%-24.262%
1278Hardware TestingTechnical SkillsHardware4 6,4650.356% 1,2300.225% -0.132%-36.897%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 6230.034% 2710.050% 0.015%44.275%
492Helpdesk or call centerTechnical SkillsBusiness applications2 68,9743.803% 20,3323.718% -0.085%-2.230%
114IBM databasesTechnical SkillsInformation mgmt2 53,5392.952% 17,5673.212% 0.261%8.827%
121IBM operating systemsTechnical SkillsBusiness applications4 42,8912.365% 12,5802.300% -0.064%-2.720%
898Image capture devicesTechnical SkillsHardware8 8,4750.467% 1,9100.349% -0.118%-25.251%
524Industrial control softwareTechnical SkillsBusiness applications3 7,9030.436% 1,4300.261% -0.174%-39.986%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 28,1101.550% 10,5451.928% 0.378%24.422%
899InfraredTechnical SkillsHardware1 1,9110.105% 1820.033% -0.072%-68.412%
1180InstallationTechnical SkillsSoftware development1 164,0159.042% 49,6899.086% 0.044%0.482%
901Interface definition language (IDL)Technical SkillsHardware1 9580.053% 1440.026% -0.026%-50.145%
536Internet browser softwareTechnical SkillsBusiness applications4 11,7370.647% 3,1920.584% -0.063%-9.798%
541Inventory management softwareTechnical SkillsBusiness applications3 8,2000.452% 2,1710.397% -0.055%-12.187%
73IT Architecture/StandardsTechnical SkillsHardware2 12,3850.683% 3,8300.700% 0.018%2.568%
1357Java METechnical SkillsMobile Platforms2 9020.050% 2290.042% -0.008%-15.795%
1035KernelTechnical SkillsNetwork1 25,2451.392% 7,8151.429% 0.037%2.675%
907LasersTechnical SkillsHardware1 5720.032% 430.008% -0.024%-75.067%
1038License management softwareTechnical SkillsNetwork1 1,1210.062% 3960.072% 0.011%17.166%
1361LinkedInTechnical SkillsSocial Networking1 11,6060.640% 5,6621.035% 0.395%61.807%
908Mainframe computersTechnical SkillsHardware2 46,0402.538% 13,4682.463% -0.076%-2.976%
124Mainframe operating systemsTechnical SkillsBusiness applications7 28,5531.574% 7,1421.306% -0.268%-17.038%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 45,4222.504% 13,9162.545% 0.040%1.615%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 8,7540.483% 2,3560.431% -0.052%-10.735%
1281Medical softwareTechnical SkillsBusiness applications8 9,4220.519% 2,5490.466% -0.053%-10.270%
115Microsoft databasesTechnical SkillsInformation mgmt5 279,69215.419% 95,45517.454% 2.035%13.196%
119Microsoft operating systemsTechnical SkillsBusiness applications4 426,98623.540% 121,70522.254% -1.286%-5.462%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 7,3800.407% 4,1010.750% 0.343%84.308%
625MultimediaTechnical SkillsBusiness applications1 20,2601.117% 4,9630.907% -0.209%-18.751%
1362MySpaceTechnical SkillsSocial Networking1 3,4480.190% 7140.131% -0.060%-31.318%
74Network administrationTechnical SkillsHardware11 138,8027.652% 39,4567.215% -0.438%-5.718%
1282Network Administration softwareTechnical SkillsNetwork17 90,1664.971% 30,1705.517% 0.546%10.980%
1283Network HardwareTechnical SkillsNetwork11 74,8034.124% 22,2934.076% -0.048%-1.154%
1284Network Monitoring softwareTechnical SkillsNetwork13 46,5842.568% 15,7022.871% 0.303%11.797%
1059Network operation system software (NOS)Technical SkillsNetwork2 1,6770.092% 6330.116% 0.023%25.193%
1122Network securityTechnical SkillsSecurity1 55,4793.059% 18,0573.302% 0.243%7.951%
1285Network Security softwareTechnical SkillsSecurity31 122,0716.730% 37,5836.872% 0.142%2.115%
1286Network softwareTechnical SkillsNetwork5 34,2491.888% 10,7661.969% 0.080%4.260%
1287Network TestingTechnical SkillsNetwork11 29,1151.605% 9,0501.655% 0.050%3.096%
1065Novell network softwareTechnical SkillsNetwork2 3,8580.213% 7950.145% -0.067%-31.654%
643OberonTechnical SkillsBusiness applications1 960.005% 110.002% -0.003%-61.996%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 257,60014.201% 82,34715.057% 0.856%6.026%
1288Office ApplicationsTechnical SkillsBusiness applications13 236,19113.021% 69,16712.647% -0.374%-2.872%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 25,2351.391% 8,5701.567% 0.176%12.639%
116Open-source databasesTechnical SkillsInformation mgmt4 99,9365.509% 39,8287.283% 1.773%32.184%
118Open-source operating systemsTechnical SkillsBusiness applications8 323,97817.861% 105,08619.215% 1.354%7.582%
56Operating SystemsTechnical SkillsBusiness applications3 188,36910.385% 56,17810.272% -0.113%-1.084%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 1,0060.055% 3120.057% 0.002%2.865%
117Oracle databasesTechnical SkillsInformation mgmt1 339,53818.719% 109,51120.024% 1.306%6.974%
1354Palm OSTechnical SkillsMobile Platforms3 2,4510.135% 8640.158% 0.023%16.918%
1289Physical ToolsTechnical SkillsHardware1 1160.006% 90.002% -0.005%-74.267%
683Point of sale (POS)Technical SkillsBusiness applications3 9,6710.533% 3,4630.633% 0.100%18.766%
931PrintersTechnical SkillsHardware3 15,4380.851% 4,8720.891% 0.040%4.671%
43ProgrammingTechnical SkillsSoftware development1 544,19330.001% 163,85829.962% -0.040%-0.132%
700ProvisioningTechnical SkillsBusiness applications1 21,6421.193% 8,1261.486% 0.293%24.535%
1258Rate ControlTechnical SkillsTechnical applications1 1680.009% 530.010% 0.000%4.635%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 31,5751.741% 8,2441.507% -0.233%-13.402%
1077Remote control softwareTechnical SkillsNetwork2 1,7570.097% 6540.120% 0.023%23.457%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 1,2690.070% 3330.061% -0.009%-12.965%
1262RoboticsTechnical SkillsHardware2 7,2160.398% 1,8130.332% -0.066%-16.668%
1318RSATechnical SkillsSecurity1 9,5030.524% 3,4160.625% 0.101%19.225%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 36,1911.995% 15,8432.897% 0.902%45.194%
44SDLCTechnical SkillsSoftware development7 227,73412.555% 80,13314.652% 2.097%16.706%
1132Secure shell (SSH)Technical SkillsSecurity1 1740.010% 470.009% -0.001%-10.410%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 24,0641.327% 8,7421.598% 0.272%20.491%
76SecurityTechnical SkillsHardware4 987,55854.444% 482,92388.303% 33.859%62.191%
1315Security ClearanceTechnical SkillsMisc2 173,2289.550% 33,2156.073% -3.477%-36.404%
1135Security testing softwareTechnical SkillsSecurity1 4,5090.249% 1,4030.257% 0.008%3.202%
60Sharepoint ServerTechnical SkillsBusiness applications1 7,5170.414% 2,8260.517% 0.102%24.692%
1084Signal generatorsTechnical SkillsNetwork1 3790.021% 770.014% -0.007%-32.615%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 20,0451.105% 5,8591.071% -0.034%-3.054%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 66,7793.682% 25,2444.616% 0.934%25.380%
1220Simulation softwareTechnical SkillsSoftware development5 35,9801.984% 6,6981.225% -0.759%-38.256%
1366Social NetworkTechnical SkillsSocial Networking1 5,1750.285% 2,1570.394% 0.109%38.245%
1358Social NetworkingTechnical SkillsSocial Networking1 14,9200.823% 5,8711.074% 0.251%30.513%
42Software DevelopmentTechnical SkillsSoftware development2 510,27628.131% 140,56525.703% -2.429%-8.634%
1291Software Development softwareTechnical SkillsSoftware development2 4,4820.247% 9780.179% -0.068%-27.627%
1309Software EngineeringTechnical SkillsSoftware development1 298,31916.446% 84,03315.366% -1.081%-6.571%
1292Software InstallationTechnical SkillsSoftware development4 201,11911.088% 69,24512.662% 1.574%14.195%
1223Software librariesTechnical SkillsSoftware development1 5930.033% 1780.033% -0.000%-0.442%
1293Software MaintenanceTechnical SkillsSoftware development1 14,9260.823% 4,7880.875% 0.053%6.395%
1294Software TestingTechnical SkillsSoftware development14 209,19711.533% 64,63811.819% 0.286%2.481%
1225Source code management (SCM)Technical SkillsSoftware development5 72,0153.970% 23,8974.370% 0.399%10.060%
1229Static analysis softwareTechnical SkillsSoftware development1 1,3470.074% 7720.141% 0.067%90.091%
772Statistical analysis softwareTechnical SkillsBusiness applications21 131,2047.233% 36,5876.690% -0.543%-7.511%
774Statistical softwareTechnical SkillsBusiness applications1 64,9313.580% 17,3253.168% -0.412%-11.502%
1230Stress testing softwareTechnical SkillsSoftware development1 5,1680.285% 1,5610.285% 0.001%0.182%
122Sun operating systemsTechnical SkillsBusiness applications3 104,7565.775% 26,4684.840% -0.935%-16.198%
939Surveillance systemsTechnical SkillsHardware5 18,2251.005% 3,4340.628% -0.377%-37.505%
791Symantec softwareTechnical SkillsBusiness applications1 13,3750.737% 5,1720.946% 0.208%28.255%
1355SymbianTechnical SkillsMobile Platforms1 950.005% 360.007% 0.001%25.687%
1310System AdministrationTechnical SkillsNetwork4 134,1567.396% 40,7887.458% 0.062%0.840%
45System TestingTechnical SkillsSoftware development5 41,4922.287% 14,2312.602% 0.315%13.758%
46Systems AnalysisTechnical SkillsSoftware development8 170,6659.409% 49,0108.962% -0.447%-4.753%
47Systems DesignTechnical SkillsSoftware development1 30,3181.671% 8,7271.596% -0.076%-4.528%
1233Systems EvaluationTechnical SkillsSoftware development1 1300.007% 400.007% 0.000%2.053%
1234Systems integrationTechnical SkillsSoftware development8 106,3635.864% 30,6115.597% -0.267%-4.545%
75TCP/IPTechnical SkillsHardware3 122,6386.761% 37,3176.823% 0.062%0.924%
1235Technology DesignTechnical SkillsSoftware development1 1,8780.104% 4340.079% -0.024%-23.351%
1236TemplatesTechnical SkillsSoftware development1 26,3771.454% 8,8531.619% 0.165%11.321%
1239Test implementationTechnical SkillsSoftware development1 6660.037% 2080.038% 0.001%3.586%
1302TestingTechnical SkillsSoftware development1 573,52331.618% 182,81633.428% 1.810%5.724%
1297Training softwareTechnical SkillsBusiness applications3 1,9390.107% 5640.103% -0.004%-3.526%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 2,8260.156% 8420.154% -0.002%-1.179%
1360TwitterTechnical SkillsSocial Networking1 21,7101.197% 9,7911.790% 0.593%49.582%
123UNIX operating systemsTechnical SkillsBusiness applications5 352,38519.427% 102,17818.683% -0.744%-3.828%
1298UNIX ShellsTechnical SkillsBusiness applications4 69,7953.848% 23,4804.293% 0.446%11.580%
48User-Interface DesignTechnical SkillsSoftware development2 108,9146.004% 38,7317.082% 1.078%17.947%
836Video creation and editing softwareTechnical SkillsBusiness applications3 8,0940.446% 2,0400.373% -0.073%-16.405%
64Visual StudioTechnical SkillsSoftware development1 66,3623.659% 23,0184.209% 0.550%15.043%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 2,2150.122% 7110.130% 0.008%6.465%
77Voice/Data TelecomTechnical SkillsHardware9 149,5358.244% 43,5837.969% -0.275%-3.331%
1299Web Application ServerTechnical SkillsBusiness applications8 103,4195.701% 32,1045.870% 0.169%2.960%
1248Web platform development softwareTechnical SkillsSoftware development4 7,6580.422% 2,5560.467% 0.045%10.702%
65web programmerTechnical SkillsSoftware development4 28,2641.558% 13,5512.478% 0.920%59.019%
58Web serversTechnical SkillsBusiness applications6 153,9518.487% 52,9249.677% 1.190%14.020%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 102,4975.651% 34,5366.315% 0.664%11.756%
1356Windows CETechnical SkillsMobile Platforms4 14,6740.809% 3,8170.698% -0.111%-13.725%
1102WirelessTechnical SkillsNetwork5 86,8834.790% 22,7694.163% -0.627%-13.080%
1363YouTubeTechnical SkillsSocial Networking2 3,9450.217% 2,8250.517% 0.299%137.510%
79.NETProgramming SkillsCurrent1 226,93912.511% 74,21613.571% 1.059%8.467%
209A programming language (APL)Programming SkillsLegacy2 3,4520.190% 5830.107% -0.084%-43.984%
99AdaProgramming SkillsLegacy1 7,0190.387% 1,5520.284% -0.103%-26.662%
80AJAXProgramming SkillsCurrent1 131,0207.223% 49,3169.018% 1.794%24.842%
192Apple AppleScriptProgramming SkillsCurrent1 2730.015% 1060.019% 0.004%28.782%
81ASPProgramming SkillsCurrent2 161,7058.915% 51,7789.468% 0.553%6.202%
108AssemblyProgramming SkillsLegacy2 7,9150.436% 1,3540.248% -0.189%-43.261%
211AWKProgramming SkillsLegacy1 4,4920.248% 1,3120.240% -0.008%-3.127%
212BProgramming SkillsLegacy1 22,2151.225% 6,8831.259% 0.034%2.764%
83C#Programming SkillsCurrent2 207,00611.412% 68,76512.574% 1.162%10.178%
82C/C++Programming SkillsCurrent3 370,26020.412% 94,55217.289% -3.123%-15.302%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 127,4907.029% 54,89410.037% 3.009%42.810%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 3970.022% 1940.035% 0.014%62.077%
84CGIProgramming SkillsCurrent2 12,3730.682% 4,1360.756% 0.074%10.871%
217ClipperProgramming SkillsLegacy1 3110.017% 1060.019% 0.002%13.046%
218CLUProgramming SkillsLegacy1 1420.008% 250.005% -0.003%-41.607%
100CobolProgramming SkillsLegacy1 17,0880.942% 5,2950.968% 0.026%2.775%
85ColdFusionProgramming SkillsCurrent2 16,2190.894% 4,6480.850% -0.044%-4.950%
219Combined programming language (CPL)Programming SkillsLegacy1 3400.019% 370.007% -0.012%-63.906%
195Component object model (COM)Programming SkillsCurrent1 3710.020% 1190.022% 0.001%6.386%
125Database programmingProgramming SkillsCurrent3 58,2753.213% 17,9063.274% 0.061%1.912%
196Distributed component object model (DCOM)Programming SkillsCurrent1 4,5600.251% 1,0370.190% -0.062%-24.573%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 13,8360.763% 4,4200.808% 0.045%5.955%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 3,1690.175% 1,0280.188% 0.013%7.592%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 26,5161.462% 7,8961.444% -0.018%-1.233%
109ForthProgramming SkillsLegacy1 3,9360.217% 1,6810.307% 0.090%41.652%
102FortranProgramming SkillsLegacy1 4,1940.231% 5630.103% -0.128%-55.476%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 382,75121.101% 99,68918.228% -2.873%-13.614%
222JProgramming SkillsLegacy1 7,3260.404% 1,8650.341% -0.063%-15.565%
87Java/J2EE/J2PProgramming SkillsCurrent4 464,02925.582% 150,46327.512% 1.930%7.546%
97JavaScriptProgramming SkillsCurrent3 227,60112.548% 89,42816.352% 3.804%30.320%
89JavaServer FacesProgramming SkillsCurrent3 20,3501.122% 6,8461.252% 0.130%11.579%
88JavaServer PagesProgramming SkillsCurrent3 93,2835.143% 28,4305.198% 0.056%1.085%
223Job control language (JCL)Programming SkillsLegacy2 9,7090.535% 2,7610.505% -0.030%-5.680%
126LAMPProgramming SkillsCurrent1 21,0791.162% 10,3291.889% 0.727%62.525%
104LispProgramming SkillsLegacy1 1,5200.084% 4730.086% 0.003%3.212%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 9110.050% 2470.045% -0.005%-10.073%
201Microsoft ActiveXProgramming SkillsCurrent1 4,3230.238% 8890.163% -0.076%-31.793%
107PascalProgramming SkillsLegacy1 1,1040.061% 2200.040% -0.021%-33.906%
90PerlProgramming SkillsCurrent1 170,6579.408% 53,0699.704% 0.295%3.140%
91PHPProgramming SkillsCurrent1 87,5354.826% 31,8345.821% 0.995%20.620%
103PL/1Programming SkillsLegacy2 3360.019% 1010.018% -0.000%-0.301%
105PrologProgramming SkillsLegacy1 1,0730.059% 3270.060% 0.001%1.079%
95PythonProgramming SkillsCurrent1 84,8074.675% 37,2226.806% 2.131%45.572%
228Register transfer language (RTL)Programming SkillsLegacy1 21,0851.162% 11,1952.047% 0.885%76.101%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 8030.044% 1980.036% -0.008%-18.217%
206Scripting languagesProgramming SkillsCurrent1 44,1432.434% 14,8182.709% 0.276%11.337%
101SmalltalkProgramming SkillsLegacy1 8670.048% 2130.039% -0.009%-18.516%
92SQLProgramming SkillsCurrent3 601,01933.134% 204,93437.472% 4.338%13.093%
110TCLProgramming SkillsLegacy1 12,5780.693% 3,4470.630% -0.063%-9.105%
98Unified Modeling LanguageProgramming SkillsCurrent2 74,0724.084% 18,9443.464% -0.620%-15.174%
93Visual BasicProgramming SkillsCurrent6 155,4648.571% 44,8538.201% -0.369%-4.309%
207Web service definition language (WSDL)Programming SkillsCurrent2 17,0000.937% 6,0481.106% 0.169%17.998%
94XMLProgramming SkillsCurrent2 281,18315.502% 90,58016.563% 1.061%6.845%
1342Computer ScienceMajorsComputer Science2 1,813,896100.000% 546,892100.000% 0.000%0.000%
1344Information TechnologyMajorsInformation Technology3 538,04329.662% 173,98131.813% 2.150%7.250%
1343Management Information SystemsMajorsManagement Information Systems9 481,83626.564% 185,05433.837% 7.274%27.383%

IT Degrees

Information Technology

2012-04-10Jobs Found:1,015,774Click on column headings to sort
Skill IDSkill NamePrimary CategorySecondary CategoryNumber of SynonymsOccurrencesFrequencyLast 2 years OccurrencesLast 2 years FrequencyLast 2 years Growth/DeclineMovement
252Analytical ThinkingSoft SkillsProblem-solving skills1 1,7720.174% 6260.237% 0.063%35.980%
2Attention to DetailsSoft SkillsProblem-solving skills1 2,1100.208% 5720.217% 0.009%4.347%
8Conflict ResolutionSoft SkillsInterpersonal skills1 4,8830.481% 1,2750.483% 0.002%0.505%
231CooperationSoft SkillsInterpersonal skills1 7,9870.786% 1,2320.467% -0.319%-40.626%
3CreativitySoft SkillsProblem-solving skills3 22,5632.221% 5,5242.093% -0.128%-5.763%
4Critical thinkingSoft SkillsProblem-solving skills3 7,9460.782% 2,7641.047% 0.265%33.892%
1300FlexibilitySoft SkillsWork ethic1 79,5547.832% 28,18010.678% 2.847%36.347%
232IndependenceSoft SkillsInterpersonal skills1 4,9360.486% 1,4050.532% 0.046%9.564%
13Initiative/Motivation to workSoft SkillsWork ethic5 106,45510.480% 23,4418.883% -1.597%-15.243%
256InnovationSoft SkillsProblem-solving skills1 50,9455.015% 13,6525.173% 0.158%3.148%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 120,63511.876% 35,56913.478% 1.602%13.492%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 5420.053% 1210.046% -0.008%-14.069%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 55,5675.470% 15,6925.946% 0.476%8.699%
10LeadershipSoft SkillsInterpersonal skills1 208,57820.534% 57,19121.672% 1.138%5.542%
258LearningSoft SkillsProblem-solving skills1 121,66511.978% 57,96321.964% 9.987%83.380%
1Learning AbilitySoft SkillsProblem-solving skills3 11,7951.161% 3,3181.257% 0.096%8.279%
236ListeningSoft SkillsLanguage skills1 41,9274.128% 32,05312.146% 8.019%194.267%
260MathematicsSoft SkillsProblem-solving skills3 25,6122.521% 4,7301.792% -0.729%-28.914%
18Negotiation SkillsSoft SkillsLanguage skills1 10,4311.027% 2,7211.031% 0.004%0.408%
262OptimizationSoft SkillsProblem-solving skills1 36,9763.640% 8,1333.082% -0.558%-15.336%
19Oral CommunicationsSoft SkillsLanguage skills2 13,4251.322% 3,4381.303% -0.019%-1.427%
273PersistenceSoft SkillsWork ethic1 1,8150.179% 6090.231% 0.052%29.154%
239PersuasionSoft SkillsLanguage skills1 1,2450.123% 3310.125% 0.003%2.335%
1301Physical SkillSoft SkillsWork ethic2 8630.085% 1890.072% -0.013%-15.702%
240PresentationsSoft SkillsLanguage skills1 49,2664.850% 10,6724.044% -0.806%-16.620%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 116,55911.475% 32,29912.239% 0.764%6.662%
20Questioning skillsSoft SkillsLanguage skills1 1830.018% 620.023% 0.005%30.409%
241Reading ComprehensionSoft SkillsLanguage skills1 2920.029% 680.026% -0.003%-10.362%
6Research skillsSoft SkillsProblem-solving skills1 1,9320.190% 3470.131% -0.059%-30.867%
15ResponsibilitySoft SkillsWork ethic2 95,2169.374% 19,5847.421% -1.953%-20.831%
234Self ControlSoft SkillsInterpersonal skills1 740.007% 360.014% 0.006%87.256%
16Self-managementSoft SkillsWork ethic1 5970.059% 1870.071% 0.012%20.568%
250Stress ToleranceSoft SkillsPhysical skills1 770.008% 460.017% 0.010%129.950%
12TeamworkSoft SkillsInterpersonal skills1 39,4593.885% 8,9193.380% -0.505%-12.997%
17Time ManagementSoft SkillsWork ethic2 26,3862.598% 7,6812.911% 0.313%12.050%
268VisualizationSoft SkillsProblem-solving skills1 5,1850.510% 9340.354% -0.157%-30.663%
7Working under pressureSoft SkillsProblem-solving skills1 3610.036% 1930.073% 0.038%105.786%
21Written CommunicationsSoft SkillsLanguage skills3 140,10613.793% 27,24410.324% -3.469%-25.152%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 189,33618.640% 99,68037.773% 19.133%102.647%
172Account managementBusiness SkillsManagement skills1 9,7510.960% 2,0190.765% -0.195%-20.301%
22AccountingBusiness SkillsBusiness processes4 268,72326.455% 108,39641.075% 14.620%55.265%
1263Accounting softwareBusiness SkillsBusiness processes7 38,8073.820% 30,31611.488% 7.667%200.696%
174AdministrationBusiness SkillsManagement skills3 366,34136.065% 134,81251.085% 15.020%41.648%
1313AnalystBusiness SkillsProject management1 191,18418.822% 64,82824.566% 5.744%30.520%
175Application managementBusiness SkillsManagement skills5 59,5575.863% 14,1085.346% -0.517%-8.820%
150Asset managementBusiness SkillsBusiness processes1 14,5721.435% 2,9871.132% -0.303%-21.099%
151AuditingBusiness SkillsBusiness processes4 92,4929.106% 41,00315.538% 6.432%70.639%
1264Auditing softwareBusiness SkillsBusiness processes1 1220.012% 230.009% -0.003%-27.434%
152BillingBusiness SkillsBusiness processes1 53,5555.272% 32,81612.435% 7.163%135.859%
1314Business AnalystBusiness SkillsProject management1 82,3518.107% 45,81117.360% 9.252%114.125%
35Business IntelligenceBusiness SkillsStrategy skills1 38,0533.746% 9,7783.705% -0.041%-1.093%
155Business performance management (BPM)Business SkillsBusiness processes2 5,0000.492% 1,2540.475% -0.017%-3.463%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 22,7292.238% 1,7130.649% -1.588%-70.990%
36Business StrategyBusiness SkillsStrategy skills3 207,04420.383% 40,94515.516% -4.867%-23.879%
182Calendar and schedulingBusiness SkillsProject management3 41,4484.080% 7,9643.018% -1.063%-26.041%
156Capacity planningBusiness SkillsBusiness processes1 15,7051.546% 3,9211.486% -0.060%-3.900%
28Change ManagementBusiness SkillsManagement skills1 35,8823.532% 10,6004.017% 0.484%13.709%
24Contracting and legalBusiness SkillsBusiness processes2 137,66013.552% 52,67819.962% 6.410%47.295%
176CoordinationBusiness SkillsManagement skills1 49,6594.889% 10,6614.040% -0.849%-17.365%
157Cost accountingBusiness SkillsBusiness processes1 2,4310.239% 2930.111% -0.128%-53.607%
158Cost estimationBusiness SkillsBusiness processes1 9400.093% 1330.050% -0.042%-45.538%
1312Customer SupportBusiness SkillsBusiness processes6 217,25521.388% 71,07926.935% 5.546%25.932%
1339EducationBusiness SkillsIndustry Segment1 10,6391.047% 2,1980.833% -0.214%-20.477%
1333EnergyBusiness SkillsIndustry Segment1 42,0584.140% 8,9433.389% -0.752%-18.153%
1340EntertainmentBusiness SkillsIndustry Segment1 155,52015.310% 91,02734.494% 19.183%125.294%
1319EnvironmentalBusiness SkillsEnvironmental13 101,0079.944% 47,65018.056% 8.113%81.584%
1320Environmental StrategyBusiness SkillsEnvironmental5 1,7690.174% 4740.180% 0.005%3.137%
161FinancialBusiness SkillsBusiness processes2 380,59037.468% 137,26552.015% 14.547%38.825%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 1,7650.174% 1340.051% -0.123%-70.777%
1332Health CareBusiness SkillsIndustry Segment2 307,61930.284% 120,57045.689% 15.404%50.866%
177Human resourcesBusiness SkillsManagement skills2 215,36621.202% 102,23038.739% 17.537%82.712%
1336InsuranceBusiness SkillsIndustry Segment1 4,9510.487% 1,2530.475% -0.013%-2.585%
1316Managing/SupervisionBusiness SkillsManagement skills5 531,84452.358% 162,97361.757% 9.398%17.950%
1334ManufacturingBusiness SkillsIndustry Segment2 175,25717.254% 66,81825.320% 8.066%46.752%
26MarketingBusiness SkillsBusiness processes1 258,18225.417% 107,21540.628% 15.211%59.844%
185MonitoringBusiness SkillsProject management1 90,5348.913% 21,8568.282% -0.631%-7.077%
179NegotiationBusiness SkillsManagement skills1 39,2553.865% 9,8433.730% -0.135%-3.484%
163Operation and ControlBusiness SkillsBusiness processes2 4480.044% 1050.040% -0.004%-9.785%
29Outsourcing ManagementBusiness SkillsManagement skills3 75,4057.423% 8,3693.171% -4.252%-57.279%
167ProcurementBusiness SkillsBusiness processes1 62,9376.196% 33,59712.731% 6.535%105.476%
1290Project Management softwareBusiness SkillsProject management2 29,3412.889% 7,4512.823% -0.065%-2.253%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 180,91317.810% 43,19216.367% -1.443%-8.103%
168QualityBusiness SkillsBusiness processes1 274,68527.042% 85,15432.268% 5.226%19.326%
1337Real EstateBusiness SkillsIndustry Segment2 159,80615.732% 93,82535.554% 19.821%125.991%
1335RetailBusiness SkillsIndustry Segment2 350,82634.538% 129,35249.016% 14.479%41.921%
34Risk ManagementBusiness SkillsProject management1 30,5203.005% 6,8472.595% -0.410%-13.646%
169Service OrientationBusiness SkillsBusiness processes1 7,6980.758% 1,7770.673% -0.084%-11.146%
27Supply Chain ManagementBusiness SkillsBusiness processes3 64,8296.382% 34,95713.247% 6.864%107.554%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 2,2270.219% 5000.189% -0.030%-13.580%
178TeachingBusiness SkillsManagement skills7 196,67419.362% 97,93637.112% 17.750%91.673%
190TimekeepingBusiness SkillsProject management3 66,3386.531% 31,72112.020% 5.490%84.056%
1296Timekeeping softwareBusiness SkillsProject management1 9980.098% 2360.089% -0.009%-8.978%
171Total quality management (TQM)Business SkillsBusiness processes2 1,0000.098% 2170.082% -0.016%-16.473%
180TroubleshootingBusiness SkillsManagement skills1 92,9559.151% 24,2399.185% 0.034%0.371%
181VerificationBusiness SkillsManagement skills1 18,8821.859% 4,1531.574% -0.285%-15.340%
1338Waste ManagementBusiness SkillsIndustry Segment1 7150.070% 1960.074% 0.004%5.515%
191WorkflowBusiness SkillsProject management1 35,2753.473% 9,7013.676% 0.203%5.856%
31Working GloballyBusiness SkillsManagement skills3 8,8560.872% 1,0400.394% -0.478%-54.798%
32Working with Virtual TeamsBusiness SkillsManagement skills2 1,5160.149% 3260.124% -0.026%-17.228%
514GLTechnical SkillsSoftware development3 1,2170.120% 1900.072% -0.048%-39.906%
987Access servers & softwareTechnical SkillsNetwork10 28,5972.815% 7,1262.700% -0.115%-4.084%
38Agile Development MethodsTechnical SkillsSoftware development3 9,3710.923% 3,4851.321% 0.398%43.147%
304Algorithmic softwareTechnical SkillsBusiness applications1 60.001% 20.001% 0.000%28.305%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 9330.092% 1330.050% -0.041%-45.130%
1352AndroidTechnical SkillsMobile Platforms1 2,2250.219% 1,6070.609% 0.390%178.004%
1351Apple iOSTechnical SkillsMobile Platforms6 3,9970.393% 2,5300.959% 0.565%143.642%
120Apple operating systemsTechnical SkillsBusiness applications6 12,9521.275% 3,7501.421% 0.146%11.445%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 36,5033.594% 29,35011.122% 7.528%209.489%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 80.001% 00.000% -0.001%-100.000%
1265Backup & RecoveryTechnical SkillsTechnical applications16 76,4387.525% 16,4886.248% -1.277%-16.972%
1353BlackberryTechnical SkillsMobile Platforms2 7,5860.747% 2,3830.903% 0.156%20.914%
336Borland DelphiTechnical SkillsBusiness applications1 9620.095% 2550.097% 0.002%2.031%
337Borland JBuilderTechnical SkillsBusiness applications1 7780.077% 1240.047% -0.030%-38.651%
338Borland ParadoxTechnical SkillsBusiness applications1 750.007% 120.005% -0.003%-38.413%
72Business Continuity PlanningTechnical SkillsHardware2 34,2593.373% 3,5961.363% -2.010%-59.597%
352Cadence OpusTechnical SkillsBusiness applications1 8400.083% 3700.140% 0.058%69.546%
868CalculatorsTechnical SkillsHardware1 5660.056% 290.011% -0.045%-80.278%
39CASE ToolsTechnical SkillsSoftware development1 81,1587.990% 37,54414.227% 6.237%78.064%
367Categorization or classification softwareTechnical SkillsBusiness applications1 2,5130.247% 6090.231% -0.017%-6.720%
112CertificationTechnical SkillsMisc3 224,30322.082% 69,54226.352% 4.270%19.338%
78CiscoTechnical SkillsHardware1 175,57217.285% 73,81827.972% 10.688%61.835%
1009Cisco Systems IOSTechnical SkillsNetwork1 4,2980.423% 1,6710.633% 0.210%49.650%
40Client-ServerTechnical SkillsSoftware development1 28,7322.829% 3,3251.260% -1.569%-55.456%
1011Cluster server softwareTechnical SkillsNetwork8 12,8071.261% 2,7491.042% -0.219%-17.378%
1151Compatibility testingTechnical SkillsSoftware development1 1840.018% 590.022% 0.004%23.424%
1152CompilersTechnical SkillsSoftware development4 7,5440.743% 1,1140.422% -0.321%-43.161%
1255Compliance softwareTechnical SkillsTechnical applications3 5,6800.559% 1,5050.570% 0.011%1.989%
385Computer aided design (CAD)Technical SkillsBusiness applications12 43,8404.316% 30,39611.518% 7.202%166.877%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 1,8410.181% 6100.231% 0.050%27.539%
875Computer diagnosticsTechnical SkillsHardware5 31,8803.138% 6,8102.581% -0.558%-17.777%
1107Computer forensicsTechnical SkillsSecurity1 3,1020.305% 2720.103% -0.202%-66.249%
1266Computer HardwareTechnical SkillsHardware12 22,7102.236% 4,3331.642% -0.594%-26.559%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications1 34,5503.401% 29,42911.152% 7.750%227.864%
1015Computer serversTechnical SkillsNetwork6 74,3567.320% 17,8036.746% -0.574%-7.840%
1267Computer UtilitiesTechnical SkillsMisc1 1900.019% 400.015% -0.004%-18.965%
59Content ManagerTechnical SkillsBusiness applications1 1,0840.107% 2570.097% -0.009%-8.742%
878ControllersTechnical SkillsHardware2 4,9050.483% 8330.316% -0.167%-34.631%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 5820.057% 1180.045% -0.013%-21.959%
407Customer information control system (CICS)Technical SkillsBusiness applications2 3,9070.385% 7570.287% -0.098%-25.421%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 79,9597.872% 41,06815.562% 7.691%97.698%
953Data acquisition systemsTechnical SkillsInformation mgmt1 3,2170.317% 5270.200% -0.117%-36.944%
955Data compression softwareTechnical SkillsInformation mgmt1 1,3920.137% 3490.132% -0.005%-3.494%
956Data conversion softwareTechnical SkillsInformation mgmt1 4,2570.419% 1,1790.447% 0.028%6.605%
958Data dictionaryTechnical SkillsInformation mgmt1 2,0570.203% 6080.230% 0.028%13.772%
959Data entryTechnical SkillsInformation mgmt1 170,44416.780% 93,43435.406% 18.626%111.003%
962Data mappingTechnical SkillsInformation mgmt1 3,4970.344% 1,2130.460% 0.115%33.515%
67Data MiningTechnical SkillsInformation mgmt4 45,5164.481% 31,36811.887% 7.406%165.270%
963Data modelingTechnical SkillsInformation mgmt1 20,8002.048% 6,1412.327% 0.279%13.643%
68Data WarehousingTechnical SkillsInformation mgmt2 35,2663.472% 10,1383.842% 0.370%10.653%
69Database AdministrationTechnical SkillsInformation mgmt12 51,2535.046% 11,0824.199% -0.846%-16.773%
969Database design softwareTechnical SkillsInformation mgmt15 33,5693.305% 8,5343.234% -0.071%-2.146%
1268Database ReportingTechnical SkillsInformation mgmt2 12,6371.244% 3,0901.171% -0.073%-5.880%
1269Database SecurityTechnical SkillsInformation mgmt1 620.006% 130.005% -0.001%-19.292%
1270Database ServersTechnical SkillsInformation mgmt3 9,9070.975% 2,0900.792% -0.183%-18.797%
1271Database TestingTechnical SkillsInformation mgmt1 3800.037% 920.035% -0.003%-6.810%
1160DebuggingTechnical SkillsSoftware development7 37,2713.669% 9,6143.643% -0.026%-0.711%
418Desktop publishing softwareTechnical SkillsBusiness applications13 15,8211.558% 1,9570.742% -0.816%-52.387%
1272Development EnvironmentTechnical SkillsSoftware development13 29,2562.880% 5,7942.196% -0.685%-23.769%
1273Digital ImagingTechnical SkillsHardware1 2500.025% 280.011% -0.014%-56.889%
883Digital Signal Processor (DSP)Technical SkillsHardware2 1,1620.114% 2010.076% -0.038%-33.418%
423Disk operating system (DOS)Technical SkillsBusiness applications1 2,4200.238% 4600.174% -0.064%-26.834%
1307Doctor of PhilosophyTechnical SkillsMisc3 59,7695.884% 2,7041.025% -4.859%-82.586%
973Document management softwareTechnical SkillsInformation mgmt4 8,8700.873% 2,0790.788% -0.085%-9.781%
1020Domain name system (DNS)Technical SkillsNetwork3 23,3622.300% 5,4832.078% -0.222%-9.661%
61DreamweaverTechnical SkillsSoftware development1 5,9140.582% 9130.346% -0.236%-40.577%
54DSS/GDSSTechnical SkillsBusiness applications5 12,5111.232% 2,5200.955% -0.277%-22.469%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 370.004% 10.000% -0.003%-89.597%
62EclipseTechnical SkillsSoftware development1 10,6811.052% 2,8691.087% 0.036%3.391%
1308Electronic CommerceTechnical SkillsBusiness applications2 37,0673.649% 7,0612.676% -0.973%-26.676%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 6,5620.646% 1,8400.697% 0.051%7.931%
1023Electronic mail softwareTechnical SkillsNetwork8 15,1631.493% 3,7041.404% -0.089%-5.973%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 49,0394.828% 12,5204.744% -0.083%-1.728%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications13 79,9387.870% 39,87015.108% 7.239%91.981%
1321Environmental CertificationTechnical SkillsEnvironmental1 760.007% 130.005% -0.003%-34.159%
1328Environmental CleanupTechnical SkillsEnvironmental1 5930.058% 3870.147% 0.088%151.201%
1329Environmental EnergyTechnical SkillsEnvironmental18 2,8890.284% 6020.228% -0.056%-19.793%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 2,4340.240% 3850.146% -0.094%-39.116%
1327Environmental PollutionTechnical SkillsEnvironmental15 34,1073.358% 29,81711.299% 7.941%236.501%
1324Environmental Pollution ControlTechnical SkillsEnvironmental6 1,8840.185% 3240.123% -0.063%-33.804%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental3 2620.026% 380.014% -0.011%-44.172%
1326Environmental Product StewardshipTechnical SkillsEnvironmental10 44,1544.347% 13,7515.211% 0.864%19.875%
1331Environmental ScienceTechnical SkillsEnvironmental1 900.009% 00.000% -0.009%-100.000%
1322Environmental TechnologyTechnical SkillsEnvironmental2 1660.016% 270.010% -0.006%-37.393%
461Expert system softwareTechnical SkillsBusiness applications1 3630.036% 720.027% -0.008%-23.653%
1359FacebookTechnical SkillsSocial Networking1 8,5850.845% 7,4632.828% 1.983%234.610%
463Facilities management softwareTechnical SkillsBusiness applications4 6,5120.641% 7440.282% -0.359%-56.023%
468Flight control softwareTechnical SkillsBusiness applications1 890.009% 110.004% -0.005%-52.426%
469Flowchart softwareTechnical SkillsBusiness applications4 2,2040.217% 6670.253% 0.036%16.488%
1112Fraud DetectionTechnical SkillsSecurity1 3,5590.350% 8850.335% -0.015%-4.285%
63FrontPageTechnical SkillsSoftware development1 7670.076% 940.036% -0.040%-52.826%
475Fund accounting softwareTechnical SkillsBusiness applications1 3900.038% 1120.042% 0.004%10.540%
1260GamingTechnical SkillsMisc2 14,3071.408% 5,6642.146% 0.738%52.384%
113Generic databasesTechnical SkillsInformation mgmt2 95,0809.360% 23,2188.798% -0.562%-6.006%
1365Google AppsTechnical SkillsBusiness applications4 1,2820.126% 7310.277% 0.151%119.480%
1364Google PlusTechnical SkillsSocial Networking1 10.000% 10.000% 0.000%284.916%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications27 83,7128.241% 38,42414.560% 6.319%76.677%
484Graphic softwareTechnical SkillsBusiness applications15 94,3849.292% 44,32516.796% 7.505%80.766%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 10,7391.057% 2,4250.919% -0.138%-13.081%
1323Green ITTechnical SkillsEnvironmental8 2,7240.268% 9310.353% 0.085%31.555%
893Guidance systemsTechnical SkillsHardware1 660.006% 320.012% 0.006%86.626%
895Hardware description language (HDL)Technical SkillsHardware2 770.008% 140.005% -0.002%-30.015%
1277Hardware DesignTechnical SkillsHardware19 4,2520.419% 7840.297% -0.122%-29.028%
1278Hardware TestingTechnical SkillsHardware4 1,4760.145% 2370.090% -0.055%-38.194%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 4790.047% 420.016% -0.031%-66.250%
492Helpdesk or call centerTechnical SkillsBusiness applications2 116,33711.453% 52,60619.934% 8.481%74.054%
114IBM databasesTechnical SkillsInformation mgmt2 18,9441.865% 4,9391.872% 0.007%0.354%
121IBM operating systemsTechnical SkillsBusiness applications4 22,3962.205% 4,0401.531% -0.674%-30.565%
898Image capture devicesTechnical SkillsHardware8 3,8000.374% 7000.265% -0.109%-29.094%
524Industrial control softwareTechnical SkillsBusiness applications3 3,1550.311% 5880.223% -0.088%-28.263%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 9,3720.923% 2,3370.886% -0.037%-4.017%
899InfraredTechnical SkillsHardware1 2,7800.274% 230.009% -0.265%-96.815%
1180InstallationTechnical SkillsSoftware development1 81,2097.995% 15,8436.004% -1.991%-24.907%
901Interface definition language (IDL)Technical SkillsHardware1 1200.012% 160.006% -0.006%-48.678%
536Internet browser softwareTechnical SkillsBusiness applications4 4,6520.458% 8270.313% -0.145%-31.572%
541Inventory management softwareTechnical SkillsBusiness applications3 4,3050.424% 9400.356% -0.068%-15.953%
73IT Architecture/StandardsTechnical SkillsHardware2 11,7371.155% 1,7140.650% -0.506%-43.789%
1357Java METechnical SkillsMobile Platforms2 3790.037% 360.014% -0.024%-63.438%
1035KernelTechnical SkillsNetwork1 3,7720.371% 7400.280% -0.091%-24.486%
907LasersTechnical SkillsHardware1 2820.028% 300.011% -0.016%-59.051%
1038License management softwareTechnical SkillsNetwork1 4690.046% 1440.055% 0.008%18.183%
1361LinkedInTechnical SkillsSocial Networking1 8,4190.829% 1,5450.585% -0.243%-29.363%
908Mainframe computersTechnical SkillsHardware2 56,5465.567% 33,93812.860% 7.294%131.020%
124Mainframe operating systemsTechnical SkillsBusiness applications7 15,0841.485% 2,1710.823% -0.662%-44.600%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 20,3051.999% 4,0981.553% -0.446%-22.315%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 5,7390.565% 1,4760.559% -0.006%-1.004%
1281Medical softwareTechnical SkillsBusiness applications8 8,4680.834% 1,8870.715% -0.119%-14.226%
115Microsoft databasesTechnical SkillsInformation mgmt5 98,6979.716% 25,4619.648% -0.068%-0.703%
119Microsoft operating systemsTechnical SkillsBusiness applications4 156,96415.453% 33,94812.864% -2.588%-16.751%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 1,4640.144% 6760.256% 0.112%77.734%
625MultimediaTechnical SkillsBusiness applications1 121,87511.998% 62,92823.846% 11.848%98.745%
1362MySpaceTechnical SkillsSocial Networking1 6400.063% 1560.059% -0.004%-6.177%
74Network administrationTechnical SkillsHardware11 98,5819.705% 42,21615.997% 6.292%64.835%
1282Network Administration softwareTechnical SkillsNetwork17 45,2304.453% 10,9524.150% -0.303%-6.796%
1283Network HardwareTechnical SkillsNetwork11 34,4563.392% 7,2902.762% -0.630%-18.562%
1284Network Monitoring softwareTechnical SkillsNetwork13 18,6781.839% 4,8981.856% 0.017%0.938%
1059Network operation system software (NOS)Technical SkillsNetwork2 1,8430.181% 6640.252% 0.070%38.678%
1122Network securityTechnical SkillsSecurity1 25,5072.511% 5,8222.206% -0.305%-12.143%
1285Network Security softwareTechnical SkillsSecurity31 62,1186.115% 13,3495.058% -1.057%-17.283%
1286Network softwareTechnical SkillsNetwork5 12,4281.224% 3,0961.173% -0.050%-4.112%
1287Network TestingTechnical SkillsNetwork11 20,4182.010% 2,1340.809% -1.201%-59.770%
1065Novell network softwareTechnical SkillsNetwork2 1,3590.134% 1580.060% -0.074%-55.249%
643OberonTechnical SkillsBusiness applications1 1040.010% 40.002% -0.009%-85.196%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 57,9615.706% 13,7075.194% -0.512%-8.973%
1288Office ApplicationsTechnical SkillsBusiness applications13 161,00615.851% 33,42812.667% -3.183%-20.084%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 7,5460.743% 2,0250.767% 0.024%3.294%
116Open-source databasesTechnical SkillsInformation mgmt4 27,2742.685% 7,2242.737% 0.052%1.952%
118Open-source operating systemsTechnical SkillsBusiness applications8 85,8488.451% 21,1067.998% -0.454%-5.367%
56Operating SystemsTechnical SkillsBusiness applications3 64,0426.305% 15,8796.017% -0.288%-4.561%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 5490.054% 940.036% -0.018%-34.095%
117Oracle databasesTechnical SkillsInformation mgmt1 163,79116.125% 59,38022.501% 6.377%39.546%
1354Palm OSTechnical SkillsMobile Platforms3 2330.023% 890.034% 0.011%47.028%
1289Physical ToolsTechnical SkillsHardware1 460.005% 70.003% -0.002%-41.426%
683Point of sale (POS)Technical SkillsBusiness applications3 4,5740.450% 1,1260.427% -0.024%-5.244%
931PrintersTechnical SkillsHardware3 9,4230.928% 2,0760.787% -0.141%-15.198%
43ProgrammingTechnical SkillsSoftware development1 159,77715.730% 34,13012.933% -2.796%-17.778%
700ProvisioningTechnical SkillsBusiness applications1 9,7500.960% 2,7811.054% 0.094%9.790%
1258Rate ControlTechnical SkillsTechnical applications1 70.001% 10.000% -0.000%-45.012%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 9,8170.966% 2,3850.904% -0.063%-6.486%
1077Remote control softwareTechnical SkillsNetwork2 1,0520.104% 2460.093% -0.010%-9.991%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 5320.052% 1180.045% -0.008%-14.624%
1262RoboticsTechnical SkillsHardware2 2,1270.209% 3450.131% -0.079%-37.567%
1318RSATechnical SkillsSecurity1 2,4390.240% 9960.377% 0.137%57.186%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 8,6970.856% 2,2220.842% -0.014%-1.658%
44SDLCTechnical SkillsSoftware development7 80,4387.919% 24,2139.175% 1.256%15.865%
1132Secure shell (SSH)Technical SkillsSecurity1 680.007% 240.009% 0.002%35.853%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 10,0440.989% 2,1910.830% -0.159%-16.034%
76SecurityTechnical SkillsHardware4 668,51665.813% 262,29099.392% 33.578%51.020%
1315Security ClearanceTechnical SkillsMisc2 101,3139.974% 10,5764.008% -5.966%-59.819%
1135Security testing softwareTechnical SkillsSecurity1 1,8840.185% 3530.134% -0.052%-27.879%
60Sharepoint ServerTechnical SkillsBusiness applications1 3,6320.358% 1,0950.415% 0.057%16.047%
1084Signal generatorsTechnical SkillsNetwork1 2090.021% 520.020% -0.001%-4.231%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 6,6170.651% 1,3000.493% -0.159%-24.378%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 15,7691.552% 4,9421.873% 0.320%20.633%
1220Simulation softwareTechnical SkillsSoftware development5 11,4221.124% 1,2140.460% -0.664%-59.089%
1366Social NetworkTechnical SkillsSocial Networking1 1,7680.174% 5850.222% 0.048%27.362%
1358Social NetworkingTechnical SkillsSocial Networking1 5,7050.562% 1,1780.446% -0.115%-20.520%
42Software DevelopmentTechnical SkillsSoftware development2 278,78527.446% 88,60233.575% 6.129%22.332%
1291Software Development softwareTechnical SkillsSoftware development2 1,4210.140% 2790.106% -0.034%-24.425%
1309Software EngineeringTechnical SkillsSoftware development1 184,75418.188% 77,78129.474% 11.286%62.049%
1292Software InstallationTechnical SkillsSoftware development4 83,3088.201% 20,7167.850% -0.351%-4.284%
1223Software librariesTechnical SkillsSoftware development1 1010.010% 360.014% 0.004%37.198%
1293Software MaintenanceTechnical SkillsSoftware development1 3,3550.330% 1,0590.401% 0.071%21.498%
1294Software TestingTechnical SkillsSoftware development14 68,5836.752% 18,3876.968% 0.216%3.195%
1225Source code management (SCM)Technical SkillsSoftware development5 18,1371.786% 4,8261.829% 0.043%2.421%
1229Static analysis softwareTechnical SkillsSoftware development1 2190.022% 1020.039% 0.017%79.276%
772Statistical analysis softwareTechnical SkillsBusiness applications21 87,4328.607% 41,01215.541% 6.934%80.554%
774Statistical softwareTechnical SkillsBusiness applications1 28,5612.812% 3,1691.201% -1.611%-57.291%
1230Stress testing softwareTechnical SkillsSoftware development1 1,3700.135% 4190.159% 0.024%17.722%
122Sun operating systemsTechnical SkillsBusiness applications3 32,8163.231% 6,8362.590% -0.640%-19.817%
939Surveillance systemsTechnical SkillsHardware5 11,8181.163% 1,1160.423% -0.741%-63.652%
791Symantec softwareTechnical SkillsBusiness applications1 6,5180.642% 1,8820.713% 0.071%11.140%
1355SymbianTechnical SkillsMobile Platforms1 110.001% 40.002% 0.000%39.969%
1310System AdministrationTechnical SkillsNetwork4 60,3675.943% 11,2174.251% -1.692%-28.477%
45System TestingTechnical SkillsSoftware development5 12,6121.242% 3,7041.404% 0.162%13.045%
46Systems AnalysisTechnical SkillsSoftware development8 69,7666.868% 16,5696.279% -0.590%-8.585%
47Systems DesignTechnical SkillsSoftware development1 11,4511.127% 2,2420.850% -0.278%-24.637%
1233Systems EvaluationTechnical SkillsSoftware development1 3220.032% 390.015% -0.017%-53.380%
1234Systems integrationTechnical SkillsSoftware development8 70,3876.929% 9,0183.417% -3.512%-50.684%
75TCP/IPTechnical SkillsHardware3 38,6163.802% 8,4783.213% -0.589%-15.493%
1235Technology DesignTechnical SkillsSoftware development1 1,2330.121% 1830.069% -0.052%-42.871%
1236TemplatesTechnical SkillsSoftware development1 13,0421.284% 3,5521.346% 0.062%4.832%
1239Test implementationTechnical SkillsSoftware development1 2060.020% 480.018% -0.002%-10.311%
1302TestingTechnical SkillsSoftware development1 210,53020.726% 54,51720.659% -0.067%-0.326%
1297Training softwareTechnical SkillsBusiness applications3 1,7970.177% 2160.082% -0.095%-53.733%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 1,6530.163% 3060.116% -0.047%-28.745%
1360TwitterTechnical SkillsSocial Networking1 15,2331.500% 2,0360.772% -0.728%-48.553%
123UNIX operating systemsTechnical SkillsBusiness applications5 134,99813.290% 50,99319.323% 6.033%45.395%
1298UNIX ShellsTechnical SkillsBusiness applications4 18,0171.774% 4,7731.809% 0.035%1.971%
48User-Interface DesignTechnical SkillsSoftware development2 70,0706.898% 21,0177.964% 1.066%15.453%
836Video creation and editing softwareTechnical SkillsBusiness applications3 1,5000.148% 3060.116% -0.032%-21.477%
64Visual StudioTechnical SkillsSoftware development1 19,0811.878% 5,4402.061% 0.183%9.740%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 2,1680.213% 1460.055% -0.158%-74.079%
77Voice/Data TelecomTechnical SkillsHardware9 124,33512.240% 31,04911.766% -0.475%-3.879%
1299Web Application ServerTechnical SkillsBusiness applications8 37,6273.704% 8,6473.277% -0.428%-11.543%
1248Web platform development softwareTechnical SkillsSoftware development4 2,4690.243% 5140.195% -0.048%-19.868%
65web programmerTechnical SkillsSoftware development4 55,5855.472% 17,6196.677% 1.204%22.008%
58Web serversTechnical SkillsBusiness applications6 47,6854.694% 11,7204.441% -0.253%-5.396%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 33,7483.322% 8,6203.266% -0.056%-1.684%
1356Windows CETechnical SkillsMobile Platforms4 3,1240.308% 7020.266% -0.042%-13.505%
1102WirelessTechnical SkillsNetwork5 29,9092.944% 7,0722.680% -0.265%-8.986%
1363YouTubeTechnical SkillsSocial Networking2 2310.023% 1470.056% 0.033%144.947%
79.NETProgramming SkillsCurrent1 102,36010.077% 47,12817.859% 7.782%77.221%
209A programming language (APL)Programming SkillsLegacy2 1,1620.114% 2130.081% -0.034%-29.443%
99AdaProgramming SkillsLegacy1 2,8930.285% 4680.177% -0.107%-37.732%
80AJAXProgramming SkillsCurrent1 32,3953.189% 8,9113.377% 0.188%5.880%
192Apple AppleScriptProgramming SkillsCurrent1 880.009% 110.004% -0.004%-51.886%
81ASPProgramming SkillsCurrent2 52,3295.152% 12,1184.592% -0.560%-10.864%
108AssemblyProgramming SkillsLegacy2 1,3760.135% 1950.074% -0.062%-45.452%
211AWKProgramming SkillsLegacy1 8920.088% 2680.102% 0.014%15.647%
212BProgramming SkillsLegacy1 12,8131.261% 6,3052.389% 1.128%89.409%
83C#Programming SkillsCurrent2 88,7238.735% 43,98916.669% 7.935%90.842%
82C/C++Programming SkillsCurrent3 115,68411.389% 47,16317.872% 6.483%56.926%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 38,2363.764% 11,2924.279% 0.515%13.675%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 2160.021% 660.025% 0.004%17.613%
84CGIProgramming SkillsCurrent2 3,9020.384% 1,5170.575% 0.191%49.646%
217ClipperProgramming SkillsLegacy1 910.009% 320.012% 0.003%35.355%
218CLUProgramming SkillsLegacy1 1250.012% 40.002% -0.011%-87.683%
100CobolProgramming SkillsLegacy1 6,3160.622% 1,5880.602% -0.020%-3.223%
85ColdFusionProgramming SkillsCurrent2 5,6930.560% 9880.374% -0.186%-33.199%
219Combined programming language (CPL)Programming SkillsLegacy1 1030.010% 80.003% -0.007%-70.104%
195Component object model (COM)Programming SkillsCurrent1 290.003% 130.005% 0.002%72.549%
125Database programmingProgramming SkillsCurrent3 14,3901.417% 3,9781.507% 0.091%6.407%
196Distributed component object model (DCOM)Programming SkillsCurrent1 8000.079% 1570.059% -0.019%-24.460%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 3,1840.313% 7350.279% -0.035%-11.145%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 1,1550.114% 3650.138% 0.025%21.640%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 6,4570.636% 1,6430.623% -0.013%-2.057%
109ForthProgramming SkillsLegacy1 2,7590.272% 8720.330% 0.059%21.655%
102FortranProgramming SkillsLegacy1 7410.073% 890.034% -0.039%-53.769%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 157,65815.521% 18,3366.948% -8.573%-55.233%
222JProgramming SkillsLegacy1 4,1830.412% 5120.194% -0.218%-52.886%
87Java/J2EE/J2PProgramming SkillsCurrent4 151,52114.917% 58,23922.069% 7.152%47.947%
97JavaScriptProgramming SkillsCurrent3 57,6925.680% 16,5496.271% 0.591%10.413%
89JavaServer FacesProgramming SkillsCurrent3 6,1390.604% 1,5510.588% -0.017%-2.752%
88JavaServer PagesProgramming SkillsCurrent3 25,2562.486% 6,0532.294% -0.193%-7.749%
223Job control language (JCL)Programming SkillsLegacy2 6,0150.592% 8680.329% -0.263%-44.454%
126LAMPProgramming SkillsCurrent1 7,6440.753% 2,0750.786% 0.034%4.487%
104LispProgramming SkillsLegacy1 3920.039% 820.031% -0.008%-19.482%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 2940.029% 860.033% 0.004%12.594%
201Microsoft ActiveXProgramming SkillsCurrent1 7760.076% 1890.072% -0.005%-6.251%
107PascalProgramming SkillsLegacy1 3290.032% 390.015% -0.018%-54.372%
90PerlProgramming SkillsCurrent1 35,6233.507% 8,3183.152% -0.355%-10.122%
91PHPProgramming SkillsCurrent1 24,4372.406% 5,8962.234% -0.172%-7.130%
103PL/1Programming SkillsLegacy2 810.008% 320.012% 0.004%52.066%
105PrologProgramming SkillsLegacy1 5010.049% 190.007% -0.042%-85.402%
95PythonProgramming SkillsCurrent1 14,8151.458% 3,9471.496% 0.037%2.549%
228Register transfer language (RTL)Programming SkillsLegacy1 6,2390.614% 3,8361.454% 0.839%136.663%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 1210.012% 240.009% -0.003%-23.653%
206Scripting languagesProgramming SkillsCurrent1 8,2710.814% 2,3280.882% 0.068%8.341%
101SmalltalkProgramming SkillsLegacy1 1400.014% 320.012% -0.002%-12.019%
92SQLProgramming SkillsCurrent3 223,33621.987% 80,23530.404% 8.417%38.284%
110TCLProgramming SkillsLegacy1 1,4150.139% 2990.113% -0.026%-18.664%
98Unified Modeling LanguageProgramming SkillsCurrent2 20,1041.979% 4,1281.564% -0.415%-20.964%
93Visual BasicProgramming SkillsCurrent6 48,6414.789% 10,6504.036% -0.753%-15.722%
207Web service definition language (WSDL)Programming SkillsCurrent2 4,3880.432% 1,3720.520% 0.088%20.352%
94XMLProgramming SkillsCurrent2 74,7477.359% 18,6727.076% -0.283%-3.847%
1342Computer ScienceMajorsComputer Science2 283,32627.893% 72,49127.470% -0.423%-1.516%
1344Information TechnologyMajorsInformation Technology3 1,015,775100.000% 263,896100.000% 0.000%0.000%
1343Management Information SystemsMajorsManagement Information Systems9 170,95416.830% 41,24015.627% -1.202%-7.145%