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Skill Frequencies: April, 2007 through 2012-04-09

All Degrees

All Degree Programs

2012-04-09Jobs 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% 1,5630.237% 0.031%14.946%
2Attention to DetailsSoft SkillsProblem-solving skills1 8,5660.316% 2,0790.315% -0.001%-0.439%
8Conflict ResolutionSoft SkillsInterpersonal skills1 13,1000.484% 3,2050.486% 0.002%0.362%
231CooperationSoft SkillsInterpersonal skills1 20,9310.773% 3,3770.512% -0.262%-33.816%
3CreativitySoft SkillsProblem-solving skills3 72,4002.675% 17,1392.598% -0.077%-2.891%
4Critical thinkingSoft SkillsProblem-solving skills3 24,8180.917% 7,2271.095% 0.178%19.455%
1300FlexibilitySoft SkillsWork ethic1 129,4964.785% 40,0876.076% 1.291%26.987%
232IndependenceSoft SkillsInterpersonal skills1 12,3680.457% 3,6980.560% 0.104%22.654%
13Initiative/Motivation to workSoft SkillsWork ethic5 300,35911.098% 66,49810.079% -1.019%-9.180%
256InnovationSoft SkillsProblem-solving skills1 155,9625.762% 45,7236.930% 1.168%20.262%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 255,2319.430% 63,7549.663% 0.233%2.468%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 1,4250.053% 2730.041% -0.011%-21.411%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 154,3635.703% 40,8786.196% 0.492%8.632%
10LeadershipSoft SkillsInterpersonal skills1 524,39519.375% 125,52819.026% -0.349%-1.804%
258LearningSoft SkillsProblem-solving skills1 218,6588.079% 80,77012.242% 4.163%51.530%
1Learning AbilitySoft SkillsProblem-solving skills3 39,3581.454% 10,6031.607% 0.153%10.512%
236ListeningSoft SkillsLanguage skills1 63,9272.362% 37,0275.612% 3.250%137.600%
260MathematicsSoft SkillsProblem-solving skills3 137,1305.067% 25,4553.858% -1.209%-23.853%
18Negotiation SkillsSoft SkillsLanguage skills1 23,1000.853% 5,9240.898% 0.044%5.200%
262OptimizationSoft SkillsProblem-solving skills1 117,3474.336% 29,9574.540% 0.205%4.722%
19Oral CommunicationsSoft SkillsLanguage skills2 40,1311.483% 10,0511.523% 0.041%2.741%
273PersistenceSoft SkillsWork ethic1 8,1550.301% 2,5160.381% 0.080%26.561%
239PersuasionSoft SkillsLanguage skills1 3,6710.136% 9080.138% 0.002%1.465%
1301Physical SkillSoft SkillsWork ethic2 2,2770.084% 5240.079% -0.005%-5.598%
240PresentationsSoft SkillsLanguage skills1 127,0154.693% 27,3444.144% -0.549%-11.688%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 419,98915.518% 112,03116.980% 1.462%9.424%
20Questioning skillsSoft SkillsLanguage skills1 5230.019% 1980.030% 0.011%55.302%
241Reading ComprehensionSoft SkillsLanguage skills1 5820.022% 1640.025% 0.003%15.594%
6Research skillsSoft SkillsProblem-solving skills1 4,6050.170% 8240.125% -0.045%-26.598%
15ResponsibilitySoft SkillsWork ethic2 249,4629.217% 54,8628.315% -0.902%-9.785%
234Self ControlSoft SkillsInterpersonal skills1 1980.007% 670.010% 0.003%38.811%
16Self-managementSoft SkillsWork ethic1 2,4420.090% 5500.083% -0.007%-7.609%
250Stress ToleranceSoft SkillsPhysical skills1 2620.010% 1460.022% 0.012%128.594%
12TeamworkSoft SkillsInterpersonal skills1 103,2323.814% 23,3693.542% -0.272%-7.138%
17Time ManagementSoft SkillsWork ethic2 80,6812.981% 21,1993.213% 0.232%7.785%
268VisualizationSoft SkillsProblem-solving skills1 18,8160.695% 3,9590.600% -0.095%-13.688%
7Working under pressureSoft SkillsProblem-solving skills1 1,0100.037% 3720.056% 0.019%51.090%
21Written CommunicationsSoft SkillsLanguage skills3 385,93014.259% 82,78312.547% -1.712%-12.008%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 225,7208.340% 111,00116.824% 8.484%101.730%
172Account managementBusiness SkillsManagement skills1 29,6771.097% 6,4170.973% -0.124%-11.300%
22AccountingBusiness SkillsBusiness processes4 404,69814.953% 130,46419.774% 4.821%32.243%
1263Accounting softwareBusiness SkillsBusiness processes7 51,5701.905% 32,3014.896% 2.990%156.940%
174AdministrationBusiness SkillsManagement skills3 712,09426.310% 214,86832.567% 6.256%23.779%
1313AnalystBusiness SkillsProject management1 457,03616.887% 119,51818.115% 1.228%7.274%
175Application managementBusiness SkillsManagement skills5 171,9516.353% 42,4096.428% 0.075%1.173%
150Asset managementBusiness SkillsBusiness processes1 34,8611.288% 7,4501.129% -0.159%-12.334%
151AuditingBusiness SkillsBusiness processes4 172,7196.382% 57,4058.701% 2.319%36.340%
1264Auditing softwareBusiness SkillsBusiness processes1 1940.007% 340.005% -0.002%-28.106%
152BillingBusiness SkillsBusiness processes1 87,9733.250% 39,3455.963% 2.713%83.465%
1314Business AnalystBusiness SkillsProject management1 171,6316.341% 78,56211.907% 5.566%87.771%
35Business IntelligenceBusiness SkillsStrategy skills1 101,4163.747% 26,8924.076% 0.329%8.775%
155Business performance management (BPM)Business SkillsBusiness processes2 14,0970.521% 4,2740.648% 0.127%24.371%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 51,8431.915% 4,0670.616% -1.299%-67.819%
36Business StrategyBusiness SkillsStrategy skills3 482,15117.815% 105,36515.970% -1.845%-10.355%
182Calendar and schedulingBusiness SkillsProject management3 109,8294.058% 20,7443.144% -0.914%-22.520%
156Capacity planningBusiness SkillsBusiness processes1 50,5831.869% 13,3692.026% 0.157%8.419%
28Change ManagementBusiness SkillsManagement skills1 90,0073.326% 24,9213.777% 0.452%13.580%
24Contracting and legalBusiness SkillsBusiness processes2 210,5057.778% 66,38310.061% 2.284%29.362%
176CoordinationBusiness SkillsManagement skills1 122,2264.516% 26,0363.946% -0.570%-12.618%
157Cost accountingBusiness SkillsBusiness processes1 5,0790.188% 6190.094% -0.094%-50.005%
158Cost estimationBusiness SkillsBusiness processes1 2,2580.083% 4280.065% -0.019%-22.244%
1312Customer SupportBusiness SkillsBusiness processes6 531,25819.629% 152,48323.111% 3.482%17.741%
1339EducationBusiness SkillsIndustry Segment1 24,2800.897% 4,8020.728% -0.169%-18.869%
1333EnergyBusiness SkillsIndustry Segment1 127,4684.710% 28,6244.338% -0.371%-7.883%
1340EntertainmentBusiness SkillsIndustry Segment1 194,0147.168% 99,67915.108% 7.940%110.758%
1319EnvironmentalBusiness SkillsEnvironmental12 133,8364.945% 55,3738.393% 3.448%69.722%
1320Environmental StrategyBusiness SkillsEnvironmental3 7,1940.266% 2,6680.404% 0.139%52.135%
161FinancialBusiness SkillsBusiness processes2 717,17326.498% 207,83931.501% 5.003%18.882%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 3,5320.131% 4180.063% -0.067%-51.452%
1332Health CareBusiness SkillsIndustry Segment2 491,93418.176% 157,94023.938% 5.762%31.704%
177Human resourcesBusiness SkillsManagement skills2 282,05810.421% 115,43917.497% 7.075%67.891%
1336InsuranceBusiness SkillsIndustry Segment1 13,6400.504% 3,2570.494% -0.010%-2.047%
1316Managing/SupervisionBusiness SkillsManagement skills5 1,179,25243.571% 287,85743.630% 0.059%0.134%
1334ManufacturingBusiness SkillsIndustry Segment2 285,32010.542% 85,96113.029% 2.487%23.590%
26MarketingBusiness SkillsBusiness processes1 419,87215.513% 144,62721.921% 6.407%41.301%
185MonitoringBusiness SkillsProject management1 265,1779.798% 65,4069.913% 0.116%1.180%
179NegotiationBusiness SkillsManagement skills1 89,5923.310% 20,9573.176% -0.134%-4.044%
163Operation and ControlBusiness SkillsBusiness processes2 1,5460.057% 2170.033% -0.024%-42.421%
29Outsourcing ManagementBusiness SkillsManagement skills3 110,0994.068% 14,2082.153% -1.914%-47.063%
167ProcurementBusiness SkillsBusiness processes1 91,8593.394% 39,5946.001% 2.607%76.816%
1290Project Management softwareBusiness SkillsProject management2 71,0372.625% 16,4502.493% -0.131%-5.006%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 461,24217.042% 106,54516.149% -0.893%-5.242%
168QualityBusiness SkillsBusiness processes1 732,93927.081% 199,11330.179% 3.098%11.441%
1337Real EstateBusiness SkillsIndustry Segment2 172,8506.386% 97,39514.762% 8.375%131.143%
1335RetailBusiness SkillsIndustry Segment2 629,66423.265% 205,11431.088% 7.824%33.629%
34Risk ManagementBusiness SkillsProject management1 74,0482.736% 15,2122.306% -0.430%-15.728%
169Service OrientationBusiness SkillsBusiness processes1 18,1260.670% 4,6840.710% 0.040%6.005%
27Supply Chain ManagementBusiness SkillsBusiness processes3 115,6094.272% 45,1706.846% 2.575%60.277%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 5,9020.218% 1,0640.161% -0.057%-26.047%
178TeachingBusiness SkillsManagement skills7 240,6338.891% 108,04216.376% 7.485%84.183%
190TimekeepingBusiness SkillsProject management3 92,8503.431% 35,5765.392% 1.962%57.177%
1296Timekeeping softwareBusiness SkillsProject management1 2,9140.108% 7060.107% -0.001%-0.613%
171Total quality management (TQM)Business SkillsBusiness processes2 3,4670.128% 6030.091% -0.037%-28.653%
180TroubleshootingBusiness SkillsManagement skills1 301,92511.156% 80,15212.148% 0.993%8.900%
181VerificationBusiness SkillsManagement skills1 73,9592.733% 15,3692.329% -0.403%-14.755%
1338Waste ManagementBusiness SkillsIndustry Segment1 3,2320.119% 3930.060% -0.060%-50.119%
191WorkflowBusiness SkillsProject management1 106,6193.939% 27,3054.139% 0.199%5.056%
31Working GloballyBusiness SkillsManagement skills3 20,6400.763% 3,3920.514% -0.248%-32.585%
32Working with Virtual TeamsBusiness SkillsManagement skills2 4,1020.152% 1,0170.154% 0.003%1.704%
514GLTechnical SkillsSoftware development3 4,6000.170% 5980.091% -0.079%-46.672%
987Access servers & softwareTechnical SkillsNetwork10 73,7362.724% 18,6792.831% 0.107%3.917%
38Agile Development MethodsTechnical SkillsSoftware development3 46,6911.725% 18,2932.773% 1.047%60.718%
304Algorithmic softwareTechnical SkillsBusiness applications1 1000.004% 100.002% -0.002%-58.978%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 3,3070.122% 6050.092% -0.030%-24.953%
1352AndroidTechnical SkillsMobile Platforms1 15,5340.574% 11,9371.809% 1.235%215.228%
1351Apple iOSTechnical SkillsMobile Platforms6 18,1740.671% 11,5761.755% 1.083%161.289%
120Apple operating systemsTechnical SkillsBusiness applications6 50,3791.861% 15,0772.285% 0.424%22.766%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 41,4871.533% 30,5214.626% 3.093%201.786%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 1190.004% 80.001% -0.003%-72.422%
1265Backup & RecoveryTechnical SkillsTechnical applications16 203,6817.526% 47,6417.221% -0.305%-4.050%
1353BlackberryTechnical SkillsMobile Platforms2 21,9580.811% 7,5871.150% 0.339%41.739%
336Borland DelphiTechnical SkillsBusiness applications1 4,1810.154% 7860.119% -0.035%-22.882%
337Borland JBuilderTechnical SkillsBusiness applications1 3,7330.138% 3920.059% -0.079%-56.923%
338Borland ParadoxTechnical SkillsBusiness applications1 2740.010% 470.007% -0.003%-29.634%
72Business Continuity PlanningTechnical SkillsHardware2 49,7631.839% 7,3001.106% -0.732%-39.823%
352Cadence OpusTechnical SkillsBusiness applications1 1,4020.052% 5560.084% 0.032%62.682%
868CalculatorsTechnical SkillsHardware1 2,9870.110% 1060.016% -0.094%-85.443%
39CASE ToolsTechnical SkillsSoftware development1 153,3475.666% 53,5598.118% 2.452%43.275%
367Categorization or classification softwareTechnical SkillsBusiness applications1 10,2500.379% 2,6240.398% 0.019%5.015%
112CertificationTechnical SkillsMisc3 490,38018.119% 133,73220.269% 2.151%11.870%
78CiscoTechnical SkillsHardware1 248,0639.165% 92,54814.027% 4.862%53.045%
1009Cisco Systems IOSTechnical SkillsNetwork1 16,9280.625% 7,9441.204% 0.579%92.507%
40Client-ServerTechnical SkillsSoftware development1 67,8922.508% 10,8551.645% -0.863%-34.412%
1011Cluster server softwareTechnical SkillsNetwork8 37,1561.373% 10,2011.546% 0.173%12.623%
1151Compatibility testingTechnical SkillsSoftware development1 7550.028% 2140.032% 0.005%16.273%
1152CompilersTechnical SkillsSoftware development4 27,8211.028% 5,2270.792% -0.236%-22.929%
1255Compliance softwareTechnical SkillsTechnical applications3 13,3120.492% 3,9710.602% 0.110%22.368%
385Computer aided design (CAD)Technical SkillsBusiness applications12 60,6602.241% 33,1325.022% 2.780%124.057%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 4,7450.175% 1,1270.171% -0.005%-2.568%
875Computer diagnosticsTechnical SkillsHardware5 103,4073.821% 23,7083.593% -0.227%-5.950%
1107Computer forensicsTechnical SkillsSecurity1 7,3300.271% 7870.119% -0.152%-55.956%
1266Computer HardwareTechnical SkillsHardware12 61,9692.290% 11,1601.691% -0.598%-26.124%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications1 36,0081.330% 29,8554.525% 3.195%240.119%
1015Computer serversTechnical SkillsNetwork6 235,6938.708% 58,6128.884% 0.175%2.012%
1267Computer UtilitiesTechnical SkillsMisc1 1,3440.050% 2310.035% -0.015%-29.494%
59Content ManagerTechnical SkillsBusiness applications1 3,0730.114% 5790.088% -0.026%-22.709%
878ControllersTechnical SkillsHardware2 15,2720.564% 2,9970.454% -0.110%-19.499%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 2,2800.084% 4400.067% -0.018%-20.835%
407Customer information control system (CICS)Technical SkillsBusiness applications2 11,0950.410% 1,9730.299% -0.111%-27.052%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 165,7046.122% 60,7119.202% 3.079%50.296%
953Data acquisition systemsTechnical SkillsInformation mgmt1 13,1730.487% 2,4050.365% -0.122%-25.107%
955Data compression softwareTechnical SkillsInformation mgmt1 8,6520.320% 2,5330.384% 0.064%20.097%
956Data conversion softwareTechnical SkillsInformation mgmt1 11,4820.424% 2,9570.448% 0.024%5.644%
958Data dictionaryTechnical SkillsInformation mgmt1 6,6630.246% 1,9690.298% 0.052%21.224%
959Data entryTechnical SkillsInformation mgmt1 179,9696.649% 96,28514.594% 7.944%119.469%
962Data mappingTechnical SkillsInformation mgmt1 10,8180.400% 3,5040.531% 0.131%32.871%
67Data MiningTechnical SkillsInformation mgmt4 77,3102.856% 39,5315.992% 3.135%109.756%
963Data modelingTechnical SkillsInformation mgmt1 72,8802.693% 21,4373.249% 0.556%20.661%
68Data WarehousingTechnical SkillsInformation mgmt2 114,6214.235% 32,3964.910% 0.675%15.942%
69Database AdministrationTechnical SkillsInformation mgmt12 157,0835.804% 35,3985.365% -0.439%-7.559%
969Database design softwareTechnical SkillsInformation mgmt15 129,3074.778% 31,7104.806% 0.029%0.597%
1268Database ReportingTechnical SkillsInformation mgmt2 43,5421.609% 9,3391.415% -0.193%-12.016%
1269Database SecurityTechnical SkillsInformation mgmt1 2790.010% 1040.016% 0.005%52.912%
1270Database ServersTechnical SkillsInformation mgmt3 38,1421.409% 9,2081.396% -0.014%-0.968%
1271Database TestingTechnical SkillsInformation mgmt1 1,7470.065% 4840.073% 0.009%13.649%
1160DebuggingTechnical SkillsSoftware development7 156,2565.773% 42,3286.416% 0.642%11.123%
418Desktop publishing softwareTechnical SkillsBusiness applications13 40,7061.504% 5,3440.810% -0.694%-46.146%
1272Development EnvironmentTechnical SkillsSoftware development13 108,6824.016% 28,1014.259% 0.244%6.066%
1273Digital ImagingTechnical SkillsHardware1 1,9670.073% 1550.023% -0.049%-67.675%
883Digital Signal Processor (DSP)Technical SkillsHardware2 8,3700.309% 1,3690.207% -0.102%-32.905%
423Disk operating system (DOS)Technical SkillsBusiness applications1 8,3300.308% 1,6700.253% -0.055%-17.760%
1307Doctor of PhilosophyTechnical SkillsMisc3 145,0295.359% 33,8555.131% -0.227%-4.241%
973Document management softwareTechnical SkillsInformation mgmt4 25,0000.924% 5,6230.852% -0.071%-7.734%
1020Domain name system (DNS)Technical SkillsNetwork3 73,8162.727% 19,5182.958% 0.231%8.467%
61DreamweaverTechnical SkillsSoftware development1 16,1470.597% 2,8170.427% -0.170%-28.434%
54DSS/GDSSTechnical SkillsBusiness applications5 33,4451.236% 6,7601.025% -0.211%-17.086%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 1050.004% 30.000% -0.003%-88.280%
62EclipseTechnical SkillsSoftware development1 45,3241.675% 13,4072.032% 0.357%21.343%
1308Electronic CommerceTechnical SkillsBusiness applications2 106,7993.946% 30,6994.653% 0.707%17.915%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 20,9030.772% 5,2560.797% 0.024%3.148%
1023Electronic mail softwareTechnical SkillsNetwork8 40,9001.511% 8,9571.358% -0.154%-10.164%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 127,3454.705% 29,0354.401% -0.304%-6.470%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications13 169,4546.261% 57,1748.666% 2.405%38.407%
1321Environmental CertificationTechnical SkillsEnvironmental1 1920.007% 280.004% -0.003%-40.177%
1329Environmental EnergyTechnical SkillsEnvironmental3 8,2240.304% 1,6520.250% -0.053%-17.598%
1330Environmental Energy ConservationTechnical SkillsEnvironmental3 6,5960.244% 1,2450.189% -0.055%-22.571%
1327Environmental PollutionTechnical SkillsEnvironmental10 37,9531.402% 30,7914.667% 3.265%232.805%
1324Environmental Pollution ControlTechnical SkillsEnvironmental4 4,5530.168% 5310.080% -0.088%-52.158%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental2 1,1920.044% 1250.019% -0.025%-56.982%
1326Environmental Product StewardshipTechnical SkillsEnvironmental6 48,1111.778% 14,2612.161% 0.384%21.596%
1331Environmental ScienceTechnical SkillsEnvironmental1 1,1180.041% 10.000% -0.041%-99.633%
1322Environmental TechnologyTechnical SkillsEnvironmental2 5510.020% 440.007% -0.014%-67.242%
461Expert system softwareTechnical SkillsBusiness applications1 9680.036% 1700.026% -0.010%-27.958%
1359FacebookTechnical SkillsSocial Networking1 33,9731.255% 27,4344.158% 2.903%231.259%
463Facilities management softwareTechnical SkillsBusiness applications4 9,6030.355% 1,2250.186% -0.169%-47.671%
468Flight control softwareTechnical SkillsBusiness applications1 8730.032% 480.007% -0.025%-77.445%
469Flowchart softwareTechnical SkillsBusiness applications4 6,4510.238% 1,6630.252% 0.014%5.749%
1112Fraud DetectionTechnical SkillsSecurity1 12,0480.445% 2,8880.438% -0.007%-1.668%
63FrontPageTechnical SkillsSoftware development1 3,0210.112% 2640.040% -0.072%-64.152%
475Fund accounting softwareTechnical SkillsBusiness applications1 1,4190.052% 2900.044% -0.008%-16.164%
1260GamingTechnical SkillsMisc2 49,7971.840% 13,2012.001% 0.161%8.747%
113Generic databasesTechnical SkillsInformation mgmt2 352,87513.038% 88,87313.470% 0.432%3.315%
1365Google AppsTechnical SkillsBusiness applications4 8,4450.312% 5,1610.782% 0.470%150.696%
1364Google PlusTechnical SkillsSocial Networking1 2680.010% 2680.041% 0.031%310.216%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications27 170,5036.300% 56,8778.621% 2.321%36.841%
484Graphic softwareTechnical SkillsBusiness applications15 219,9468.127% 72,47710.985% 2.859%35.175%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 51,1031.888% 11,0421.674% -0.215%-11.363%
1323Green ITTechnical SkillsEnvironmental6 7,7640.287% 2,1360.324% 0.037%12.857%
893Guidance systemsTechnical SkillsHardware1 1530.006% 450.007% 0.001%20.652%
895Hardware description language (HDL)Technical SkillsHardware2 8040.030% 1350.020% -0.009%-31.120%
1277Hardware DesignTechnical SkillsHardware19 20,0890.742% 4,0620.616% -0.127%-17.054%
1278Hardware TestingTechnical SkillsHardware4 7,8230.289% 1,3710.208% -0.081%-28.109%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 1,2130.045% 3350.051% 0.006%13.291%
492Helpdesk or call centerTechnical SkillsBusiness applications2 180,0006.651% 65,8509.981% 3.330%50.071%
114IBM databasesTechnical SkillsInformation mgmt2 67,2832.486% 17,2372.613% 0.127%5.092%
121IBM operating systemsTechnical SkillsBusiness applications4 60,3052.228% 11,4591.737% -0.491%-22.052%
898Image capture devicesTechnical SkillsHardware8 11,5990.429% 1,8670.283% -0.146%-33.971%
524Industrial control softwareTechnical SkillsBusiness applications3 10,7550.397% 1,5760.239% -0.159%-39.888%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 33,9741.255% 10,1781.543% 0.287%22.893%
899InfraredTechnical SkillsHardware1 4,4950.166% 1490.023% -0.143%-86.402%
1180InstallationTechnical SkillsSoftware development1 225,6588.338% 47,4437.191% -1.147%-13.755%
901Interface definition language (IDL)Technical SkillsHardware1 1,0560.039% 1320.020% -0.019%-48.723%
536Internet browser softwareTechnical SkillsBusiness applications4 16,5560.612% 2,6580.403% -0.209%-34.141%
541Inventory management softwareTechnical SkillsBusiness applications3 12,9360.478% 2,4380.370% -0.108%-22.688%
73IT Architecture/StandardsTechnical SkillsHardware2 21,5950.798% 3,7430.567% -0.231%-28.898%
1357Java METechnical SkillsMobile Platforms2 1,2100.045% 2400.036% -0.008%-18.635%
1035KernelTechnical SkillsNetwork1 26,8840.993% 7,4981.136% 0.143%14.410%
907LasersTechnical SkillsHardware1 8350.031% 680.010% -0.021%-66.593%
1038License management softwareTechnical SkillsNetwork1 1,4960.055% 3860.059% 0.003%5.845%
1361LinkedInTechnical SkillsSocial Networking1 16,1840.598% 5,6860.862% 0.264%44.123%
908Mainframe computersTechnical SkillsHardware2 98,2113.629% 41,0106.216% 2.587%71.294%
124Mainframe operating systemsTechnical SkillsBusiness applications7 40,8121.508% 6,1170.927% -0.581%-38.516%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 61,0782.257% 13,8242.095% -0.161%-7.154%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 15,9000.587% 3,0710.465% -0.122%-20.769%
1281Medical softwareTechnical SkillsBusiness applications8 18,6640.690% 3,7730.572% -0.118%-17.073%
115Microsoft databasesTechnical SkillsInformation mgmt5 342,76612.665% 90,01213.643% 0.978%7.725%
119Microsoft operating systemsTechnical SkillsBusiness applications4 535,71419.794% 114,56617.364% -2.429%-12.273%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 7,8670.291% 4,3060.653% 0.362%124.532%
625MultimediaTechnical SkillsBusiness applications1 138,9175.133% 67,27810.197% 5.064%98.669%
1362MySpaceTechnical SkillsSocial Networking1 4,9150.182% 4930.075% -0.107%-58.853%
74Network administrationTechnical SkillsHardware11 216,1857.988% 66,48910.078% 2.090%26.164%
1282Network Administration softwareTechnical SkillsNetwork17 120,7294.461% 29,0284.400% -0.061%-1.368%
1283Network HardwareTechnical SkillsNetwork11 99,4253.674% 21,7363.294% -0.379%-10.320%
1284Network Monitoring softwareTechnical SkillsNetwork13 59,3332.192% 16,2942.470% 0.277%12.653%
1059Network operation system software (NOS)Technical SkillsNetwork2 3,2570.120% 1,0180.154% 0.034%28.216%
1122Network securityTechnical SkillsSecurity1 74,5602.755% 17,1882.605% -0.150%-5.435%
1285Network Security softwareTechnical SkillsSecurity31 168,3536.220% 38,6285.855% -0.366%-5.877%
1286Network softwareTechnical SkillsNetwork5 42,6021.574% 9,9871.514% -0.060%-3.835%
1287Network TestingTechnical SkillsNetwork11 45,0391.664% 8,2741.254% -0.410%-24.640%
1065Novell network softwareTechnical SkillsNetwork2 5,0110.185% 4540.069% -0.116%-62.834%
643OberonTechnical SkillsBusiness applications1 1650.006% 50.001% -0.005%-87.569%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 284,34510.506% 76,05511.527% 1.021%9.722%
1288Office ApplicationsTechnical SkillsBusiness applications13 394,72714.584% 79,91712.113% -2.472%-16.947%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 30,2371.117% 7,8101.184% 0.067%5.956%
116Open-source databasesTechnical SkillsInformation mgmt4 114,8114.242% 39,9296.052% 1.810%42.665%
118Open-source operating systemsTechnical SkillsBusiness applications8 374,69713.844% 103,27715.653% 1.809%13.067%
56Operating SystemsTechnical SkillsBusiness applications3 229,7508.489% 52,3777.939% -0.550%-6.481%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 1,6600.061% 3000.045% -0.016%-25.865%
117Oracle databasesTechnical SkillsInformation mgmt1 467,59417.277% 136,29720.658% 3.381%19.572%
1354Palm OSTechnical SkillsMobile Platforms3 2,6130.097% 8820.134% 0.037%38.466%
1289Physical ToolsTechnical SkillsHardware1 1770.007% 160.002% -0.004%-62.918%
683Point of sale (POS)Technical SkillsBusiness applications3 13,4020.495% 3,5840.543% 0.048%9.701%
931PrintersTechnical SkillsHardware3 23,2710.860% 4,8490.735% -0.125%-14.523%
43ProgrammingTechnical SkillsSoftware development1 641,06823.686% 149,51822.662% -1.024%-4.324%
700ProvisioningTechnical SkillsBusiness applications1 29,2601.081% 8,6791.315% 0.234%21.677%
1258Rate ControlTechnical SkillsTechnical applications1 1740.006% 530.008% 0.002%24.951%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 37,3071.378% 7,6951.166% -0.212%-15.388%
1077Remote control softwareTechnical SkillsNetwork2 2,5980.096% 5560.084% -0.012%-12.209%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 1,5540.057% 3120.047% -0.010%-17.640%
1262RoboticsTechnical SkillsHardware2 9,2350.341% 1,8880.286% -0.055%-16.136%
1318RSATechnical SkillsSecurity1 11,3200.418% 2,4480.371% -0.047%-11.289%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 40,5591.499% 15,7622.389% 0.890%59.418%
44SDLCTechnical SkillsSoftware development7 276,18410.204% 80,35712.179% 1.975%19.354%
1132Secure shell (SSH)Technical SkillsSecurity1 2260.008% 650.010% 0.002%17.983%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 30,8861.141% 8,4441.280% 0.139%12.150%
76SecurityTechnical SkillsHardware4 1,563,18657.757% 654,35499.178% 41.422%71.718%
1315Security ClearanceTechnical SkillsMisc2 266,5989.850% 29,8704.527% -5.323%-54.039%
1135Security testing softwareTechnical SkillsSecurity1 5,5400.205% 1,2930.196% -0.009%-4.258%
60Sharepoint ServerTechnical SkillsBusiness applications1 9,8210.363% 3,1250.474% 0.111%30.529%
1084Signal generatorsTechnical SkillsNetwork1 5730.021% 1300.020% -0.001%-6.932%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 23,3030.861% 5,2720.799% -0.062%-7.194%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 74,2572.744% 24,5043.714% 0.970%35.367%
1220Simulation softwareTechnical SkillsSoftware development5 44,5641.647% 5,3820.816% -0.831%-50.458%
1366Social NetworkTechnical SkillsSocial Networking1 5,9800.221% 2,1370.324% 0.103%46.594%
1358Social NetworkingTechnical SkillsSocial Networking1 19,6330.725% 4,3940.666% -0.059%-8.191%
42Software DevelopmentTechnical SkillsSoftware development2 718,43526.545% 188,67828.597% 2.053%7.732%
1291Software Development softwareTechnical SkillsSoftware development2 5,3480.198% 7420.112% -0.085%-43.085%
1309Software EngineeringTechnical SkillsSoftware development1 447,12316.520% 141,03321.376% 4.856%29.392%
1292Software InstallationTechnical SkillsSoftware development4 261,0519.645% 69,75010.572% 0.926%9.605%
1223Software librariesTechnical SkillsSoftware development1 6440.024% 1890.029% 0.005%20.390%
1293Software MaintenanceTechnical SkillsSoftware development1 16,7580.619% 4,7860.725% 0.106%17.156%
1294Software TestingTechnical SkillsSoftware development14 257,0799.499% 65,4329.917% 0.419%4.409%
1225Source code management (SCM)Technical SkillsSoftware development5 81,5093.012% 22,8623.465% 0.454%15.059%
1229Static analysis softwareTechnical SkillsSoftware development1 1,4460.053% 7830.119% 0.065%122.130%
772Statistical analysis softwareTechnical SkillsBusiness applications21 213,5577.890% 67,09410.169% 2.279%28.879%
1230Stress testing softwareTechnical SkillsSoftware development1 5,9720.221% 1,5190.230% 0.010%4.340%
122Sun operating systemsTechnical SkillsBusiness applications3 127,6394.716% 23,8673.617% -1.099%-23.294%
939Surveillance systemsTechnical SkillsHardware5 29,2661.081% 3,4820.528% -0.554%-51.193%
791Symantec softwareTechnical SkillsBusiness applications1 18,1880.672% 5,6960.863% 0.191%28.469%
1355SymbianTechnical SkillsMobile Platforms1 980.004% 390.006% 0.002%63.249%
1310System AdministrationTechnical SkillsNetwork4 177,7816.569% 37,1625.633% -0.936%-14.251%
45System TestingTechnical SkillsSoftware development5 50,6501.871% 13,8782.103% 0.232%12.398%
46Systems AnalysisTechnical SkillsSoftware development8 221,6918.191% 46,3737.029% -1.162%-14.192%
47Systems DesignTechnical SkillsSoftware development1 37,8211.397% 7,9511.205% -0.192%-13.761%
1233Systems EvaluationTechnical SkillsSoftware development1 4340.016% 570.009% -0.007%-46.124%
1234Systems integrationTechnical SkillsSoftware development8 172,1946.362% 28,3064.290% -2.072%-32.567%
75TCP/IPTechnical SkillsHardware3 146,0625.397% 35,4885.379% -0.018%-0.332%
1235Technology DesignTechnical SkillsSoftware development1 2,9680.110% 4400.067% -0.043%-39.186%
1236TemplatesTechnical SkillsSoftware development1 38,2871.415% 9,4881.438% 0.023%1.657%
1239Test implementationTechnical SkillsSoftware development1 8420.031% 2160.033% 0.002%5.234%
1302TestingTechnical SkillsSoftware development1 730,91427.006% 183,88427.871% 0.865%3.203%
1297Training softwareTechnical SkillsBusiness applications3 3,5650.132% 5820.088% -0.044%-33.031%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 4,0540.150% 8400.127% -0.022%-15.002%
1360TwitterTechnical SkillsSocial Networking1 34,3311.268% 7,7061.168% -0.100%-7.922%
123UNIX operating systemsTechnical SkillsBusiness applications5 451,15916.669% 126,27519.139% 2.470%14.816%
1298UNIX ShellsTechnical SkillsBusiness applications4 80,2912.967% 22,5123.412% 0.445%15.016%
48User-Interface DesignTechnical SkillsSoftware development2 166,0056.134% 51,6097.822% 1.689%27.531%
836Video creation and editing softwareTechnical SkillsBusiness applications3 9,7800.361% 1,8350.278% -0.083%-23.032%
64Visual StudioTechnical SkillsSoftware development1 76,7082.834% 21,6243.277% 0.443%15.640%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 4,1860.155% 6410.097% -0.058%-37.184%
77Voice/Data TelecomTechnical SkillsHardware9 266,4919.846% 61,8529.375% -0.472%-4.790%
1299Web Application ServerTechnical SkillsBusiness applications8 126,2144.663% 30,1144.564% -0.099%-2.125%
1248Web platform development softwareTechnical SkillsSoftware development4 8,8530.327% 2,3670.359% 0.032%9.678%
65web programmerTechnical SkillsSoftware development4 80,4252.972% 27,9234.232% 1.261%42.424%
58Web serversTechnical SkillsBusiness applications6 180,7696.679% 50,2857.622% 0.942%14.111%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 124,2174.590% 33,5585.086% 0.497%10.822%
1356Windows CETechnical SkillsMobile Platforms4 16,0240.592% 3,6680.556% -0.036%-6.099%
1102WirelessTechnical SkillsNetwork5 110,7004.090% 24,7813.756% -0.334%-8.170%
1363YouTubeTechnical SkillsSocial Networking2 4,1570.154% 2,9730.451% 0.297%193.378%
79.NETProgramming SkillsCurrent1 298,31011.022% 99,22715.039% 4.018%36.450%
209A programming language (APL)Programming SkillsLegacy2 4,2710.158% 5060.077% -0.081%-51.400%
99AdaProgramming SkillsLegacy1 10,4600.386% 1,5720.238% -0.148%-38.350%
80AJAXProgramming SkillsCurrent1 149,9295.540% 46,1366.993% 1.453%26.231%
192Apple AppleScriptProgramming SkillsCurrent1 3500.013% 1090.017% 0.004%27.753%
81ASPProgramming SkillsCurrent2 192,5017.113% 46,5667.058% -0.055%-0.769%
108AssemblyProgramming SkillsLegacy2 8,4710.313% 1,1040.167% -0.146%-46.538%
211AWKProgramming SkillsLegacy1 4,9810.184% 1,1900.180% -0.004%-1.996%
212BProgramming SkillsLegacy1 34,9061.290% 11,0301.672% 0.382%29.625%
83C#Programming SkillsCurrent2 268,0409.904% 94,47014.318% 4.415%44.580%
82C/C++Programming SkillsCurrent3 459,75616.987% 122,47218.563% 1.576%9.275%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 150,8315.573% 54,8378.311% 2.739%49.141%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 5590.021% 2000.030% 0.010%46.768%
84CGIProgramming SkillsCurrent2 15,1920.561% 4,7630.722% 0.161%28.611%
217ClipperProgramming SkillsLegacy1 3760.014% 1210.018% 0.004%32.011%
218CLUProgramming SkillsLegacy1 3110.011% 70.001% -0.010%-90.767%
100CobolProgramming SkillsLegacy1 21,5430.796% 4,3780.664% -0.132%-16.635%
85ColdFusionProgramming SkillsCurrent2 19,7670.730% 3,8370.582% -0.149%-20.372%
219Combined programming language (CPL)Programming SkillsLegacy1 4440.016% 350.005% -0.011%-67.663%
195Component object model (COM)Programming SkillsCurrent1 3940.015% 910.014% -0.001%-5.255%
125Database programmingProgramming SkillsCurrent3 64,6642.389% 16,7992.546% 0.157%6.570%
196Distributed component object model (DCOM)Programming SkillsCurrent1 5,0590.187% 8230.125% -0.062%-33.266%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 15,5070.573% 4,2040.637% 0.064%11.211%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 4,1310.153% 1,1080.168% 0.015%10.027%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 29,4881.090% 7,2111.093% 0.003%0.314%
109ForthProgramming SkillsLegacy1 6,3830.236% 1,9850.301% 0.065%27.570%
102FortranProgramming SkillsLegacy1 4,7410.175% 4840.073% -0.102%-58.122%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 496,49918.345% 85,92913.024% -5.321%-29.004%
222JProgramming SkillsLegacy1 10,5990.392% 1,7090.259% -0.133%-33.856%
87Java/J2EE/J2PProgramming SkillsCurrent4 566,04420.914% 173,74426.334% 5.420%25.914%
97JavaScriptProgramming SkillsCurrent3 262,4579.697% 85,57312.970% 3.273%33.749%
89JavaServer FacesProgramming SkillsCurrent3 22,8230.843% 6,4780.982% 0.139%16.434%
88JavaServer PagesProgramming SkillsCurrent3 105,8683.912% 26,4694.012% 0.100%2.562%
223Job control language (JCL)Programming SkillsLegacy2 14,5700.538% 2,3460.356% -0.183%-33.949%
126LAMPProgramming SkillsCurrent1 25,6690.948% 10,5331.596% 0.648%68.328%
104LispProgramming SkillsLegacy1 1,6830.062% 4530.069% 0.006%10.415%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 1,1620.043% 2660.040% -0.003%-6.095%
201Microsoft ActiveXProgramming SkillsCurrent1 4,7110.174% 7690.117% -0.058%-33.038%
107PascalProgramming SkillsLegacy1 1,4340.053% 1490.023% -0.030%-57.376%
90PerlProgramming SkillsCurrent1 189,9907.020% 50,5777.666% 0.646%9.203%
91PHPProgramming SkillsCurrent1 101,0923.735% 31,6594.798% 1.063%28.467%
103PL/1Programming SkillsLegacy2 3710.014% 890.013% -0.000%-1.592%
105PrologProgramming SkillsLegacy1 1,2290.045% 1010.015% -0.030%-66.288%
95PythonProgramming SkillsCurrent1 91,4883.380% 37,2625.648% 2.267%67.076%
228Register transfer language (RTL)Programming SkillsLegacy1 24,9780.923% 12,9691.966% 1.043%112.991%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 8780.032% 1730.026% -0.006%-19.172%
206Scripting languagesProgramming SkillsCurrent1 48,1821.780% 14,2982.167% 0.387%21.732%
101SmalltalkProgramming SkillsLegacy1 9310.034% 1660.025% -0.009%-26.857%
92SQLProgramming SkillsCurrent3 753,65927.846% 226,32234.303% 6.457%23.187%
110TCLProgramming SkillsLegacy1 13,3380.493% 3,2620.494% 0.002%0.324%
98Unified Modeling LanguageProgramming SkillsCurrent2 82,9673.065% 16,6902.530% -0.536%-17.479%
93Visual BasicProgramming SkillsCurrent6 186,6036.895% 38,1345.780% -1.115%-16.169%
207Web service definition language (WSDL)Programming SkillsCurrent2 19,3120.714% 5,6930.863% 0.149%20.928%
94XMLProgramming SkillsCurrent2 322,35811.910% 84,47312.803% 0.893%7.496%
1342Computer ScienceMajorsComputer Science2 1,814,04467.025% 435,36865.987% -1.038%-1.549%
1344Information TechnologyMajorsInformation Technology3 1,301,19648.077% 304,34746.129% -1.948%-4.051%
1343Management Information SystemsMajorsManagement Information Systems9 717,95326.527% 147,92022.420% -4.107%-15.483%

mis Degrees

Management Information Systems

2012-04-09Jobs 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%17.401%
2Attention to DetailsSoft SkillsProblem-solving skills1 2,6340.367% 1,0180.253% -0.114%-31.066%
8Conflict ResolutionSoft SkillsInterpersonal skills1 4,4900.626% 2,4680.613% -0.012%-1.961%
231CooperationSoft SkillsInterpersonal skills1 8,1791.140% 5,2541.306% 0.166%14.575%
3CreativitySoft SkillsProblem-solving skills3 18,6322.596% 10,5742.628% 0.032%1.223%
4Critical thinkingSoft SkillsProblem-solving skills3 8,3111.158% 5,1791.287% 0.129%11.146%
1300FlexibilitySoft SkillsWork ethic1 23,8683.326% 12,5903.129% -0.197%-5.917%
232IndependenceSoft SkillsInterpersonal skills1 3,6490.508% 2,0460.508% 0.000%0.007%
13Initiative/Motivation to workSoft SkillsWork ethic5 96,12013.392% 56,25313.979% 0.587%4.383%
256InnovationSoft SkillsProblem-solving skills1 54,4187.582% 39,4639.807% 2.225%29.344%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 84,70011.801% 48,24711.990% 0.189%1.598%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 5140.072% 3690.092% 0.020%28.045%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 52,9527.378% 31,0107.706% 0.328%4.453%
10LeadershipSoft SkillsInterpersonal skills1 164,30022.892% 89,69122.289% -0.603%-2.633%
258LearningSoft SkillsProblem-solving skills1 37,5475.231% 20,5365.103% -0.128%-2.447%
1Learning AbilitySoft SkillsProblem-solving skills3 11,3751.585% 6,1911.539% -0.046%-2.925%
236ListeningSoft SkillsLanguage skills1 11,3381.580% 5,9551.480% -0.100%-6.320%
260MathematicsSoft SkillsProblem-solving skills3 41,3625.763% 24,4006.064% 0.301%5.217%
18Negotiation SkillsSoft SkillsLanguage skills1 8,2541.150% 4,7341.176% 0.026%2.297%
262OptimizationSoft SkillsProblem-solving skills1 27,8243.877% 15,2403.787% -0.089%-2.307%
19Oral CommunicationsSoft SkillsLanguage skills2 12,2051.701% 7,6441.900% 0.199%11.708%
273PersistenceSoft SkillsWork ethic1 2,0290.283% 1,2940.322% 0.039%13.750%
239PersuasionSoft SkillsLanguage skills1 1,4110.197% 7680.191% -0.006%-2.919%
1301Physical SkillSoft SkillsWork ethic2 9260.129% 5510.137% 0.008%6.130%
240PresentationsSoft SkillsLanguage skills1 40,7455.677% 23,8585.929% 0.252%4.438%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 139,66319.459% 75,78118.832% -0.627%-3.222%
20Questioning skillsSoft SkillsLanguage skills1 1240.017% 980.024% 0.007%40.963%
241Reading ComprehensionSoft SkillsLanguage skills1 1390.019% 640.016% -0.003%-17.877%
6Research skillsSoft SkillsProblem-solving skills1 1,3280.185% 6940.172% -0.013%-6.790%
15ResponsibilitySoft SkillsWork ethic2 83,77011.672% 45,90311.407% -0.264%-2.265%
234Self ControlSoft SkillsInterpersonal skills1 920.013% 670.017% 0.004%29.893%
16Self-managementSoft SkillsWork ethic1 8830.123% 3860.096% -0.027%-22.030%
250Stress ToleranceSoft SkillsPhysical skills1 1050.015% 780.019% 0.005%32.497%
12TeamworkSoft SkillsInterpersonal skills1 38,4145.352% 24,2926.037% 0.685%12.791%
17Time ManagementSoft SkillsWork ethic2 27,8973.887% 14,1793.524% -0.363%-9.346%
268VisualizationSoft SkillsProblem-solving skills1 4,2250.589% 3,2610.810% 0.222%37.665%
7Working under pressureSoft SkillsProblem-solving skills1 3100.043% 1240.031% -0.012%-28.656%
21Written CommunicationsSoft SkillsLanguage skills3 112,52015.677% 64,80216.104% 0.427%2.721%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 23,4413.266% 12,8743.199% -0.067%-2.043%
172Account managementBusiness SkillsManagement skills1 9,7361.357% 3,3850.841% -0.515%-37.988%
22AccountingBusiness SkillsBusiness processes4 102,37714.264% 46,82511.636% -2.628%-18.422%
1263Accounting softwareBusiness SkillsBusiness processes7 4,6600.649% 2,5500.634% -0.016%-2.399%
174AdministrationBusiness SkillsManagement skills3 209,09129.133% 122,05430.332% 1.199%4.116%
1313AnalystBusiness SkillsProject management1 179,72125.040% 98,39824.453% -0.588%-2.347%
175Application managementBusiness SkillsManagement skills5 58,1328.099% 35,2248.753% 0.654%8.074%
150Asset managementBusiness SkillsBusiness processes1 14,1521.972% 7,2611.804% -0.167%-8.488%
151AuditingBusiness SkillsBusiness processes4 66,9249.324% 36,3089.023% -0.302%-3.235%
1264Auditing softwareBusiness SkillsBusiness processes1 1700.024% 1330.033% 0.009%39.541%
152BillingBusiness SkillsBusiness processes1 21,4812.993% 9,2482.298% -0.695%-23.212%
1314Business AnalystBusiness SkillsProject management1 53,9587.518% 30,4577.569% 0.051%0.677%
35Business IntelligenceBusiness SkillsStrategy skills1 33,1864.624% 19,0704.739% 0.115%2.493%
155Business performance management (BPM)Business SkillsBusiness processes2 3,7640.524% 2,1470.534% 0.009%1.738%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 15,2142.120% 5,6461.403% -0.717%-33.809%
36Business StrategyBusiness SkillsStrategy skills3 154,43221.517% 89,82322.322% 0.805%3.741%
182Calendar and schedulingBusiness SkillsProject management3 37,0025.155% 20,8865.190% 0.035%0.677%
156Capacity planningBusiness SkillsBusiness processes1 15,9582.223% 9,2872.308% 0.084%3.800%
28Change ManagementBusiness SkillsManagement skills1 34,1474.758% 19,2434.782% 0.024%0.512%
24Contracting and legalBusiness SkillsBusiness processes2 49,5046.897% 26,4486.573% -0.325%-4.709%
176CoordinationBusiness SkillsManagement skills1 47,1396.568% 27,0126.713% 0.145%2.206%
157Cost accountingBusiness SkillsBusiness processes1 2,6370.367% 1,0280.255% -0.112%-30.468%
158Cost estimationBusiness SkillsBusiness processes1 8530.119% 7110.177% 0.058%48.669%
1312Customer SupportBusiness SkillsBusiness processes6 169,97923.683% 99,37324.695% 1.012%4.273%
1339EducationBusiness SkillsIndustry Segment1 8,0471.121% 4,1411.029% -0.092%-8.215%
1333EnergyBusiness SkillsIndustry Segment1 46,9816.546% 24,9426.198% -0.348%-5.309%
1340EntertainmentBusiness SkillsIndustry Segment1 12,0361.677% 4,4871.115% -0.562%-33.507%
1319EnvironmentalBusiness SkillsEnvironmental12 18,1832.533% 10,4702.602% 0.068%2.702%
1320Environmental StrategyBusiness SkillsEnvironmental3 8950.125% 5810.144% 0.020%15.785%
161FinancialBusiness SkillsBusiness processes2 195,62727.257% 96,33923.941% -3.315%-12.164%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 1,1720.163% 4230.105% -0.058%-35.626%
1332Health CareBusiness SkillsIndustry Segment2 117,41016.359% 72,48718.014% 1.655%10.117%
177Human resourcesBusiness SkillsManagement skills2 45,3666.321% 23,8235.920% -0.401%-6.338%
1336InsuranceBusiness SkillsIndustry Segment1 5,4050.753% 2,7840.692% -0.061%-8.130%
1316Managing/SupervisionBusiness SkillsManagement skills5 335,42046.734% 181,53345.113% -1.621%-3.469%
1334ManufacturingBusiness SkillsIndustry Segment2 53,5217.457% 28,8757.176% -0.281%-3.773%
26MarketingBusiness SkillsBusiness processes1 67,7929.445% 33,2728.268% -1.177%-12.461%
185MonitoringBusiness SkillsProject management1 94,16913.121% 53,99013.417% 0.296%2.260%
179NegotiationBusiness SkillsManagement skills1 32,1764.483% 17,4304.332% -0.152%-3.380%
163Operation and ControlBusiness SkillsBusiness processes2 5720.080% 2270.056% -0.023%-29.217%
29Outsourcing ManagementBusiness SkillsManagement skills3 23,2973.246% 11,3452.819% -0.427%-13.143%
167ProcurementBusiness SkillsBusiness processes1 19,7972.758% 9,9182.465% -0.294%-10.644%
1290Project Management softwareBusiness SkillsProject management2 28,1613.924% 15,6163.881% -0.043%-1.094%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 169,21323.576% 94,03123.368% -0.209%-0.886%
168QualityBusiness SkillsBusiness processes1 209,28629.160% 120,27429.889% 0.729%2.502%
1337Real EstateBusiness SkillsIndustry Segment2 8,0641.124% 2,8020.696% -0.427%-38.025%
1335RetailBusiness SkillsIndustry Segment2 137,20319.116% 81,72020.308% 1.192%6.234%
34Risk ManagementBusiness SkillsProject management1 32,2994.500% 19,1204.751% 0.251%5.584%
169Service OrientationBusiness SkillsBusiness processes1 6,4030.892% 3,6730.913% 0.021%2.314%
27Supply Chain ManagementBusiness SkillsBusiness processes3 25,0393.489% 12,0442.993% -0.496%-14.207%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 2,0590.287% 9700.241% -0.046%-15.974%
178TeachingBusiness SkillsManagement skills7 24,9133.471% 12,8803.201% -0.270%-7.788%
190TimekeepingBusiness SkillsProject management3 19,3432.695% 6,7681.682% -1.013%-37.593%
1296Timekeeping softwareBusiness SkillsProject management1 1,2510.174% 6310.157% -0.017%-10.035%
171Total quality management (TQM)Business SkillsBusiness processes2 1,2910.180% 7600.189% 0.009%4.999%
180TroubleshootingBusiness SkillsManagement skills1 93,63013.045% 56,06313.932% 0.887%6.797%
181VerificationBusiness SkillsManagement skills1 20,6142.872% 12,8243.187% 0.315%10.959%
1338Waste ManagementBusiness SkillsIndustry Segment1 1,8500.258% 3550.088% -0.170%-65.774%
191WorkflowBusiness SkillsProject management1 38,7915.405% 22,1745.510% 0.106%1.956%
31Working GloballyBusiness SkillsManagement skills3 4,1580.579% 2,2490.559% -0.020%-3.527%
32Working with Virtual TeamsBusiness SkillsManagement skills2 1,2560.175% 7250.180% 0.005%2.955%
514GLTechnical SkillsSoftware development3 1,9690.274% 9500.236% -0.038%-13.945%
987Access servers & softwareTechnical SkillsNetwork10 25,2663.520% 15,8433.937% 0.417%11.841%
38Agile Development MethodsTechnical SkillsSoftware development3 8,1091.130% 5,6911.414% 0.284%25.176%
304Algorithmic softwareTechnical SkillsBusiness applications1 370.005% 30.001% -0.004%-85.538%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 6250.087% 4050.101% 0.014%15.578%
1352AndroidTechnical SkillsMobile Platforms1 1,2330.172% 1,1620.289% 0.117%68.090%
1351Apple iOSTechnical SkillsMobile Platforms6 1,3680.191% 1,2480.310% 0.120%62.715%
120Apple operating systemsTechnical SkillsBusiness applications6 9,8031.366% 5,4621.357% -0.008%-0.622%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 6590.092% 2850.071% -0.021%-22.864%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 90.001% 20.000% -0.001%-60.364%
1265Backup & RecoveryTechnical SkillsTechnical applications16 73,02910.175% 43,93010.917% 0.742%7.292%
1353BlackberryTechnical SkillsMobile Platforms2 5,6280.784% 3,3390.830% 0.046%5.819%
336Borland DelphiTechnical SkillsBusiness applications1 1,2520.174% 5670.141% -0.034%-19.225%
337Borland JBuilderTechnical SkillsBusiness applications1 9260.129% 6700.167% 0.037%29.052%
338Borland ParadoxTechnical SkillsBusiness applications1 1120.016% 400.010% -0.006%-36.300%
72Business Continuity PlanningTechnical SkillsHardware2 11,3531.582% 7,0641.755% 0.174%10.979%
352Cadence OpusTechnical SkillsBusiness applications1 2500.035% 1650.041% 0.006%17.718%
868CalculatorsTechnical SkillsHardware1 1,5040.210% 1480.037% -0.173%-82.449%
39CASE ToolsTechnical SkillsSoftware development1 35,4254.936% 18,6084.624% -0.311%-6.311%
367Categorization or classification softwareTechnical SkillsBusiness applications1 2,8130.392% 1,7570.437% 0.045%11.404%
112CertificationTechnical SkillsMisc3 170,73623.789% 103,73225.778% 1.990%8.365%
78CiscoTechnical SkillsHardware1 35,8034.988% 22,2125.520% 0.531%10.654%
1009Cisco Systems IOSTechnical SkillsNetwork1 3,8150.532% 2,6650.662% 0.131%24.595%
40Client-ServerTechnical SkillsSoftware development1 21,3362.973% 11,2652.799% -0.173%-5.829%
1011Cluster server softwareTechnical SkillsNetwork8 8,6771.209% 5,3771.336% 0.127%10.527%
1151Compatibility testingTechnical SkillsSoftware development1 980.014% 740.018% 0.005%34.681%
1152CompilersTechnical SkillsSoftware development4 6,3740.888% 3,3720.838% -0.050%-5.643%
1255Compliance softwareTechnical SkillsTechnical applications3 7,8371.092% 4,8931.216% 0.124%11.359%
385Computer aided design (CAD)Technical SkillsBusiness applications12 4,9550.690% 2,8800.716% 0.025%3.669%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 9930.138% 6420.160% 0.021%15.315%
875Computer diagnosticsTechnical SkillsHardware5 30,9884.318% 18,3154.551% 0.234%5.418%
1107Computer forensicsTechnical SkillsSecurity1 3,2910.459% 2,2250.553% 0.094%20.587%
1266Computer HardwareTechnical SkillsHardware12 22,1943.092% 12,1083.009% -0.083%-2.695%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications1 4460.062% 2210.055% -0.007%-11.619%
1015Computer serversTechnical SkillsNetwork6 72,02410.035% 42,67110.604% 0.569%5.671%
1267Computer UtilitiesTechnical SkillsMisc1 590.008% 390.010% 0.001%17.900%
59Content ManagerTechnical SkillsBusiness applications1 1,3090.182% 4610.115% -0.068%-37.185%
878ControllersTechnical SkillsHardware2 4,2780.596% 2,5240.627% 0.031%5.232%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 5370.075% 1730.043% -0.032%-42.539%
407Customer information control system (CICS)Technical SkillsBusiness applications2 3,9070.544% 2,2000.547% 0.002%0.434%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 50,3897.021% 25,5456.348% -0.673%-9.579%
953Data acquisition systemsTechnical SkillsInformation mgmt1 3,5800.499% 2,1640.538% 0.039%7.814%
955Data compression softwareTechnical SkillsInformation mgmt1 9730.136% 5270.131% -0.005%-3.396%
956Data conversion softwareTechnical SkillsInformation mgmt1 4,7760.665% 2,7160.675% 0.010%1.430%
958Data dictionaryTechnical SkillsInformation mgmt1 2,9800.415% 1,7210.428% 0.012%3.006%
959Data entryTechnical SkillsInformation mgmt1 4,9950.696% 2,4150.600% -0.096%-13.765%
962Data mappingTechnical SkillsInformation mgmt1 3,9540.551% 2,4280.603% 0.052%9.525%
67Data MiningTechnical SkillsInformation mgmt4 11,2571.568% 5,7501.429% -0.140%-8.894%
963Data modelingTechnical SkillsInformation mgmt1 24,2223.375% 15,8423.937% 0.562%16.654%
68Data WarehousingTechnical SkillsInformation mgmt2 38,0435.301% 22,3275.548% 0.248%4.678%
69Database AdministrationTechnical SkillsInformation mgmt12 57,0407.947% 31,9577.942% -0.006%-0.072%
969Database design softwareTechnical SkillsInformation mgmt15 41,5175.785% 23,7825.910% 0.126%2.170%
1268Database ReportingTechnical SkillsInformation mgmt2 18,3752.560% 9,5062.362% -0.198%-7.728%
1269Database SecurityTechnical SkillsInformation mgmt1 340.005% 190.005% -0.000%-0.328%
1270Database ServersTechnical SkillsInformation mgmt3 11,9881.670% 7,3331.822% 0.152%9.102%
1271Database TestingTechnical SkillsInformation mgmt1 5190.072% 3300.082% 0.010%13.409%
1160DebuggingTechnical SkillsSoftware development7 33,0474.604% 20,5625.110% 0.505%10.977%
418Desktop publishing softwareTechnical SkillsBusiness applications13 10,4211.452% 5,3401.327% -0.125%-8.603%
1272Development EnvironmentTechnical SkillsSoftware development13 20,4242.846% 12,9963.230% 0.384%13.493%
1273Digital ImagingTechnical SkillsHardware1 1,1690.163% 380.009% -0.153%-94.202%
883Digital Signal Processor (DSP)Technical SkillsHardware2 6210.087% 4660.116% 0.029%33.842%
423Disk operating system (DOS)Technical SkillsBusiness applications1 2,7170.379% 1,5060.374% -0.004%-1.137%
1307Doctor of PhilosophyTechnical SkillsMisc3 17,3092.412% 12,5853.127% 0.716%29.682%
973Document management softwareTechnical SkillsInformation mgmt4 9,8191.368% 4,8891.215% -0.153%-11.192%
1020Domain name system (DNS)Technical SkillsNetwork3 23,0183.207% 13,6613.395% 0.188%5.856%
61DreamweaverTechnical SkillsSoftware development1 4,1350.576% 2,2640.563% -0.014%-2.344%
54DSS/GDSSTechnical SkillsBusiness applications5 13,1981.839% 7,6821.909% 0.070%3.816%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 150.002% 80.002% -0.000%-4.874%
62EclipseTechnical SkillsSoftware development1 9,6181.340% 6,6961.664% 0.324%24.174%
1308Electronic CommerceTechnical SkillsBusiness applications2 20,7602.892% 10,2442.546% -0.347%-11.988%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 8,2371.148% 4,3151.072% -0.075%-6.565%
1023Electronic mail softwareTechnical SkillsNetwork8 13,9891.949% 8,2332.046% 0.097%4.971%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 51,8967.231% 28,9117.185% -0.046%-0.636%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications13 57,2767.980% 29,0347.215% -0.765%-9.586%
1321Environmental CertificationTechnical SkillsEnvironmental1 390.005% 130.003% -0.002%-40.546%
1329Environmental EnergyTechnical SkillsEnvironmental3 4,0390.563% 1,7550.436% -0.127%-22.500%
1330Environmental Energy ConservationTechnical SkillsEnvironmental3 1,6280.227% 7830.195% -0.032%-14.216%
1327Environmental PollutionTechnical SkillsEnvironmental10 1,9690.274% 9950.247% -0.027%-9.868%
1324Environmental Pollution ControlTechnical SkillsEnvironmental4 1,6070.224% 9580.238% 0.014%6.328%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental2 2090.029% 1170.029% -0.000%-0.152%
1326Environmental Product StewardshipTechnical SkillsEnvironmental6 2,8890.403% 1,2150.302% -0.101%-24.988%
1331Environmental ScienceTechnical SkillsEnvironmental1 1,0730.150% 60.001% -0.148%-99.003%
1322Environmental TechnologyTechnical SkillsEnvironmental2 2120.030% 960.024% -0.006%-19.233%
461Expert system softwareTechnical SkillsBusiness applications1 2820.039% 2340.058% 0.019%48.002%
1359FacebookTechnical SkillsSocial Networking1 8,3941.170% 6,6901.663% 0.493%42.153%
463Facilities management softwareTechnical SkillsBusiness applications4 5,8990.822% 4,4911.116% 0.294%35.789%
468Flight control softwareTechnical SkillsBusiness applications1 930.013% 520.013% -0.000%-0.271%
469Flowchart softwareTechnical SkillsBusiness applications4 2,5140.350% 1,2770.317% -0.033%-9.401%
1112Fraud DetectionTechnical SkillsSecurity1 4,8220.672% 2,2970.571% -0.101%-15.036%
63FrontPageTechnical SkillsSoftware development1 1,2570.175% 4530.113% -0.063%-35.722%
475Fund accounting softwareTechnical SkillsBusiness applications1 9370.131% 2730.068% -0.063%-48.034%
1260GamingTechnical SkillsMisc2 11,5891.615% 7,7271.920% 0.306%18.923%
113Generic databasesTechnical SkillsInformation mgmt2 112,01715.607% 64,02515.911% 0.304%1.945%
1365Google AppsTechnical SkillsBusiness applications4 2,3050.321% 2,0440.508% 0.187%58.165%
1364Google PlusTechnical SkillsSocial Networking1 230.003% 230.006% 0.003%78.361%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications27 45,2536.305% 26,4966.584% 0.279%4.432%
484Graphic softwareTechnical SkillsBusiness applications15 51,9307.235% 30,2857.526% 0.291%4.018%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 8,9011.240% 5,7041.417% 0.177%14.298%
1323Green ITTechnical SkillsEnvironmental6 2,0990.292% 6810.169% -0.123%-42.133%
893Guidance systemsTechnical SkillsHardware1 450.006% 340.008% 0.002%34.762%
895Hardware description language (HDL)Technical SkillsHardware2 470.007% 100.002% -0.004%-62.051%
1277Hardware DesignTechnical SkillsHardware19 2,6600.371% 1,6440.409% 0.038%10.235%
1278Hardware TestingTechnical SkillsHardware4 7390.103% 4600.114% 0.011%11.023%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 4050.056% 2020.050% -0.006%-11.040%
492Helpdesk or call centerTechnical SkillsBusiness applications2 38,7975.406% 20,2535.033% -0.373%-6.891%
114IBM databasesTechnical SkillsInformation mgmt2 22,7333.167% 12,1723.025% -0.143%-4.500%
121IBM operating systemsTechnical SkillsBusiness applications4 17,8612.489% 9,0822.257% -0.232%-9.307%
898Image capture devicesTechnical SkillsHardware8 3,5110.489% 2,1620.537% 0.048%9.831%
524Industrial control softwareTechnical SkillsBusiness applications3 2,5330.353% 1,4500.360% 0.007%2.102%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 8,9381.245% 5,4501.354% 0.109%8.757%
899InfraredTechnical SkillsHardware1 6480.090% 5480.136% 0.046%50.836%
1180InstallationTechnical SkillsSoftware development1 78,95011.000% 47,57011.822% 0.822%7.468%
901Interface definition language (IDL)Technical SkillsHardware1 2260.031% 1310.033% 0.001%3.386%
536Internet browser softwareTechnical SkillsBusiness applications4 6,1070.851% 2,4970.621% -0.230%-27.073%
541Inventory management softwareTechnical SkillsBusiness applications3 4,7640.664% 2,3880.593% -0.070%-10.595%
73IT Architecture/StandardsTechnical SkillsHardware2 6,0470.843% 3,7440.930% 0.088%10.432%
1357Java METechnical SkillsMobile Platforms2 970.014% 810.020% 0.007%48.940%
1035KernelTechnical SkillsNetwork1 1,8860.263% 1,2190.303% 0.040%15.282%
907LasersTechnical SkillsHardware1 920.013% 570.014% 0.001%10.506%
1038License management softwareTechnical SkillsNetwork1 6100.085% 3240.081% -0.004%-5.264%
1361LinkedInTechnical SkillsSocial Networking1 2,5750.359% 1,6890.420% 0.061%16.991%
908Mainframe computersTechnical SkillsHardware2 25,9483.615% 12,7413.166% -0.449%-12.421%
124Mainframe operating systemsTechnical SkillsBusiness applications7 11,6051.617% 6,0791.511% -0.106%-6.570%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 15,4822.157% 8,5362.121% -0.036%-1.661%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 6,0110.838% 2,3000.572% -0.266%-31.753%
1281Medical softwareTechnical SkillsBusiness applications8 8,3891.169% 5,1211.273% 0.104%8.879%
115Microsoft databasesTechnical SkillsInformation mgmt5 108,10615.062% 59,87714.880% -0.182%-1.211%
119Microsoft operating systemsTechnical SkillsBusiness applications4 158,93122.144% 94,51123.487% 1.343%6.065%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 4650.065% 4260.106% 0.041%63.402%
625MultimediaTechnical SkillsBusiness applications1 3,7960.529% 2,3930.595% 0.066%12.439%
1362MySpaceTechnical SkillsSocial Networking1 1,8470.257% 2490.062% -0.195%-75.955%
74Network administrationTechnical SkillsHardware11 61,5308.573% 38,5849.588% 1.016%11.846%
1282Network Administration softwareTechnical SkillsNetwork17 44,2026.159% 26,8946.683% 0.525%8.521%
1283Network HardwareTechnical SkillsNetwork11 29,4634.105% 18,4374.582% 0.477%11.612%
1284Network Monitoring softwareTechnical SkillsNetwork13 19,2702.685% 12,3673.073% 0.388%14.467%
1059Network operation system software (NOS)Technical SkillsNetwork2 1,0430.145% 6110.152% 0.007%4.486%
1122Network securityTechnical SkillsSecurity1 29,5974.124% 18,5824.618% 0.494%11.981%
1285Network Security softwareTechnical SkillsSecurity31 63,3518.827% 40,92010.169% 1.342%15.208%
1286Network softwareTechnical SkillsNetwork5 13,5821.892% 8,1372.022% 0.130%6.856%
1287Network TestingTechnical SkillsNetwork11 9,7441.358% 5,5161.371% 0.013%0.969%
1065Novell network softwareTechnical SkillsNetwork2 2,0950.292% 8810.219% -0.073%-24.995%
643OberonTechnical SkillsBusiness applications1 690.010% 510.013% 0.003%31.832%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 50,3517.015% 29,7227.386% 0.371%5.286%
1288Office ApplicationsTechnical SkillsBusiness applications13 143,65220.015% 76,27218.954% -1.061%-5.299%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 9,6611.346% 4,8691.210% -0.136%-10.109%
116Open-source databasesTechnical SkillsInformation mgmt4 16,9652.364% 10,7522.672% 0.308%13.041%
118Open-source operating systemsTechnical SkillsBusiness applications8 69,9739.749% 44,29611.008% 1.259%12.910%
56Operating SystemsTechnical SkillsBusiness applications3 79,95711.140% 48,18411.974% 0.834%7.485%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 5990.083% 2200.055% -0.029%-34.492%
117Oracle databasesTechnical SkillsInformation mgmt1 136,65519.040% 80,52120.010% 0.970%5.095%
1354Palm OSTechnical SkillsMobile Platforms3 1320.018% 620.015% -0.003%-16.224%
1289Physical ToolsTechnical SkillsHardware1 280.004% 60.001% -0.002%-61.780%
683Point of sale (POS)Technical SkillsBusiness applications3 4,0890.570% 2,1800.542% -0.028%-4.909%
931PrintersTechnical SkillsHardware3 8,8971.240% 4,7751.187% -0.053%-4.274%
43ProgrammingTechnical SkillsSoftware development1 162,20822.600% 94,40723.461% 0.861%3.808%
700ProvisioningTechnical SkillsBusiness applications1 9,6001.338% 6,0461.502% 0.165%12.330%
1258Rate ControlTechnical SkillsTechnical applications1 50.001% 30.001% 0.000%7.017%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 10,1561.415% 6,1001.516% 0.101%7.129%
1077Remote control softwareTechnical SkillsNetwork2 9760.136% 4630.115% -0.021%-15.388%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 4970.069% 2700.067% -0.002%-3.104%
1262RoboticsTechnical SkillsHardware2 1,9100.266% 1,0320.256% -0.010%-3.629%
1318RSATechnical SkillsSecurity1 5,3420.744% 2,3850.593% -0.152%-20.369%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 3,4690.483% 2,5410.631% 0.148%30.647%
44SDLCTechnical SkillsSoftware development7 84,87711.826% 51,92112.903% 1.077%9.107%
1132Secure shell (SSH)Technical SkillsSecurity1 290.004% 240.006% 0.002%47.609%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 7,1580.997% 4,2971.068% 0.071%7.071%
76SecurityTechnical SkillsHardware4 418,99858.379% 287,66671.488% 13.109%22.455%
1315Security ClearanceTechnical SkillsMisc2 112,52915.679% 75,11818.667% 2.989%19.064%
1135Security testing softwareTechnical SkillsSecurity1 2,3890.333% 1,8850.468% 0.136%40.733%
60Sharepoint ServerTechnical SkillsBusiness applications1 3,5660.497% 2,7200.676% 0.179%36.046%
1084Signal generatorsTechnical SkillsNetwork1 1430.020% 1220.030% 0.010%52.168%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 5,6000.780% 3,3650.836% 0.056%7.176%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 14,0771.961% 9,3812.331% 0.370%18.861%
1220Simulation softwareTechnical SkillsSoftware development5 12,7181.772% 8,1582.027% 0.255%14.410%
1366Social NetworkTechnical SkillsSocial Networking1 5540.077% 4310.107% 0.030%38.761%
1358Social NetworkingTechnical SkillsSocial Networking1 7,4981.045% 6,3111.568% 0.524%50.125%
42Software DevelopmentTechnical SkillsSoftware development2 143,65320.015% 88,16721.910% 1.895%9.469%
1291Software Development softwareTechnical SkillsSoftware development2 1,8770.262% 8810.219% -0.043%-16.283%
1309Software EngineeringTechnical SkillsSoftware development1 61,7668.606% 40,97410.182% 1.577%18.320%
1292Software InstallationTechnical SkillsSoftware development4 82,88611.548% 54,32713.501% 1.952%16.905%
1223Software librariesTechnical SkillsSoftware development1 1230.017% 1080.027% 0.010%56.610%
1293Software MaintenanceTechnical SkillsSoftware development1 3,8700.539% 2,3320.580% 0.040%7.477%
1294Software TestingTechnical SkillsSoftware development14 70,8709.874% 43,96810.926% 1.052%10.656%
1225Source code management (SCM)Technical SkillsSoftware development5 17,5612.447% 10,9162.713% 0.266%10.870%
1229Static analysis softwareTechnical SkillsSoftware development1 1120.016% 1110.028% 0.012%76.768%
772Statistical analysis softwareTechnical SkillsBusiness applications21 56,0037.803% 28,3457.044% -0.759%-9.726%
1230Stress testing softwareTechnical SkillsSoftware development1 1,5640.218% 9350.232% 0.014%6.629%
122Sun operating systemsTechnical SkillsBusiness applications3 40,7545.678% 24,0005.964% 0.286%5.037%
939Surveillance systemsTechnical SkillsHardware5 7,8371.092% 4,8471.205% 0.113%10.312%
791Symantec softwareTechnical SkillsBusiness applications1 5,7280.798% 3,6820.915% 0.117%14.652%
1355SymbianTechnical SkillsMobile Platforms1 300.004% 20.000% -0.004%-88.109%
1310System AdministrationTechnical SkillsNetwork4 66,7959.307% 41,09010.211% 0.905%9.721%
45System TestingTechnical SkillsSoftware development5 16,7322.331% 9,7602.425% 0.094%4.040%
46Systems AnalysisTechnical SkillsSoftware development8 92,90712.945% 57,02414.171% 1.226%9.473%
47Systems DesignTechnical SkillsSoftware development1 14,0731.961% 9,6032.386% 0.426%21.708%
1233Systems EvaluationTechnical SkillsSoftware development1 1180.016% 890.022% 0.006%34.526%
1234Systems integrationTechnical SkillsSoftware development8 65,0089.058% 39,5749.834% 0.777%8.578%
75TCP/IPTechnical SkillsHardware3 35,2974.918% 21,2985.293% 0.375%7.622%
1235Technology DesignTechnical SkillsSoftware development1 7460.104% 3020.075% -0.029%-27.795%
1236TemplatesTechnical SkillsSoftware development1 12,1121.688% 6,4901.613% -0.075%-4.429%
1239Test implementationTechnical SkillsSoftware development1 1810.025% 1200.030% 0.005%18.250%
1302TestingTechnical SkillsSoftware development1 226,91831.616% 134,45633.414% 1.797%5.684%
1297Training softwareTechnical SkillsBusiness applications3 1,2260.171% 7680.191% 0.020%11.730%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 8760.122% 4940.123% 0.001%0.582%
1360TwitterTechnical SkillsSocial Networking1 10,5181.465% 5,7301.424% -0.042%-2.833%
123UNIX operating systemsTechnical SkillsBusiness applications5 103,80314.463% 62,04415.418% 0.956%6.608%
1298UNIX ShellsTechnical SkillsBusiness applications4 20,3162.831% 11,8182.937% 0.106%3.754%
48User-Interface DesignTechnical SkillsSoftware development2 18,9532.641% 11,9192.962% 0.321%12.166%
836Video creation and editing softwareTechnical SkillsBusiness applications3 1,8980.264% 5600.139% -0.125%-47.375%
64Visual StudioTechnical SkillsSoftware development1 20,3132.830% 11,5742.876% 0.046%1.627%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 8730.122% 4860.121% -0.001%-0.706%
77Voice/Data TelecomTechnical SkillsHardware9 77,28810.768% 43,12410.717% -0.052%-0.481%
1299Web Application ServerTechnical SkillsBusiness applications8 35,9385.007% 21,7045.394% 0.386%7.717%
1248Web platform development softwareTechnical SkillsSoftware development4 1,7780.248% 1,1110.276% 0.028%11.450%
65web programmerTechnical SkillsSoftware development4 8,6861.210% 5,5301.374% 0.164%13.555%
58Web serversTechnical SkillsBusiness applications6 50,8517.085% 33,4868.322% 1.237%17.453%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 31,3794.372% 18,1684.515% 0.143%3.268%
1356Windows CETechnical SkillsMobile Platforms4 1,3170.183% 8280.206% 0.022%12.136%
1102WirelessTechnical SkillsNetwork5 29,1194.057% 18,5184.602% 0.545%13.427%
1363YouTubeTechnical SkillsSocial Networking2 3330.046% 2970.074% 0.027%59.079%
79.NETProgramming SkillsCurrent1 71,1849.918% 42,06910.455% 0.537%5.409%
209A programming language (APL)Programming SkillsLegacy2 1,1090.155% 7120.177% 0.022%14.511%
99AdaProgramming SkillsLegacy1 3,1470.438% 1,1920.296% -0.142%-32.442%
80AJAXProgramming SkillsCurrent1 27,4753.828% 14,4623.594% -0.234%-6.116%
192Apple AppleScriptProgramming SkillsCurrent1 210.003% 90.002% -0.001%-23.560%
81ASPProgramming SkillsCurrent2 53,8757.506% 28,0656.974% -0.532%-7.087%
108AssemblyProgramming SkillsLegacy2 6860.096% 5240.130% 0.035%36.241%
211AWKProgramming SkillsLegacy1 1,2380.172% 8550.212% 0.040%23.181%
212BProgramming SkillsLegacy1 9,4191.312% 4,2451.055% -0.257%-19.615%
83C#Programming SkillsCurrent2 51,8407.223% 30,3817.550% 0.327%4.529%
82C/C++Programming SkillsCurrent3 72,40510.088% 43,51510.814% 0.726%7.194%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 27,5503.839% 17,0444.236% 0.397%10.344%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 2350.033% 2030.050% 0.018%54.073%
84CGIProgramming SkillsCurrent2 3,5130.489% 2,2480.559% 0.069%14.135%
217ClipperProgramming SkillsLegacy1 1210.017% 970.024% 0.007%42.983%
218CLUProgramming SkillsLegacy1 1270.018% 190.005% -0.013%-73.316%
100CobolProgramming SkillsLegacy1 9,3741.306% 4,5611.133% -0.173%-13.217%
85ColdFusionProgramming SkillsCurrent2 6,7740.944% 3,8010.945% 0.001%0.081%
219Combined programming language (CPL)Programming SkillsLegacy1 2770.039% 2170.054% 0.015%39.727%
195Component object model (COM)Programming SkillsCurrent1 740.010% 400.010% -0.000%-3.589%
125Database programmingProgramming SkillsCurrent3 14,6452.040% 9,7912.433% 0.393%19.244%
196Distributed component object model (DCOM)Programming SkillsCurrent1 1,3900.194% 6050.150% -0.043%-22.368%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 2,0630.287% 1,3710.341% 0.053%18.533%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 1,0640.148% 4530.113% -0.036%-24.063%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 6,7460.940% 3,9850.990% 0.050%5.361%
109ForthProgramming SkillsLegacy1 2,4040.335% 1,4970.372% 0.037%11.067%
102FortranProgramming SkillsLegacy1 1,1640.162% 7400.184% 0.022%13.391%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 123,43017.197% 67,41916.754% -0.443%-2.577%
222JProgramming SkillsLegacy1 2,7360.381% 1,5680.390% 0.008%2.218%
87Java/J2EE/J2PProgramming SkillsCurrent4 113,64015.833% 70,30217.471% 1.637%10.341%
97JavaScriptProgramming SkillsCurrent3 54,0717.534% 30,7847.650% 0.116%1.545%
89JavaServer FacesProgramming SkillsCurrent3 5,5420.772% 4,1881.041% 0.269%34.784%
88JavaServer PagesProgramming SkillsCurrent3 21,5783.006% 13,1463.267% 0.260%8.663%
223Job control language (JCL)Programming SkillsLegacy2 5,0330.701% 2,3490.584% -0.117%-16.755%
126LAMPProgramming SkillsCurrent1 2,0690.288% 1,2730.316% 0.028%9.741%
104LispProgramming SkillsLegacy1 830.012% 650.016% 0.005%39.680%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 2850.040% 1810.045% 0.005%13.275%
201Microsoft ActiveXProgramming SkillsCurrent1 1,1800.164% 4260.106% -0.059%-35.609%
107PascalProgramming SkillsLegacy1 4910.068% 1080.027% -0.042%-60.768%
90PerlProgramming SkillsCurrent1 32,8684.579% 19,0204.727% 0.147%3.214%
91PHPProgramming SkillsCurrent1 13,7401.914% 8,2482.050% 0.135%7.068%
103PL/1Programming SkillsLegacy2 940.013% 470.012% -0.001%-10.820%
105PrologProgramming SkillsLegacy1 1610.022% 650.016% -0.006%-27.991%
95PythonProgramming SkillsCurrent1 9,2561.290% 6,8031.691% 0.401%31.092%
228Register transfer language (RTL)Programming SkillsLegacy1 6,2000.864% 4,6521.156% 0.292%33.828%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 1740.024% 830.021% -0.004%-14.920%
206Scripting languagesProgramming SkillsCurrent1 7,4831.043% 4,6471.155% 0.112%10.763%
101SmalltalkProgramming SkillsLegacy1 2240.031% 1010.025% -0.006%-19.578%
92SQLProgramming SkillsCurrent3 207,81628.955% 118,75029.510% 0.556%1.919%
110TCLProgramming SkillsLegacy1 1,7180.239% 8620.214% -0.025%-10.508%
98Unified Modeling LanguageProgramming SkillsCurrent2 19,6102.732% 11,9612.972% 0.240%8.790%
93Visual BasicProgramming SkillsCurrent6 62,6438.728% 31,8587.917% -0.811%-9.292%
207Web service definition language (WSDL)Programming SkillsCurrent2 4,6340.646% 3,0350.754% 0.109%16.816%
94XMLProgramming SkillsCurrent2 73,10710.186% 43,67610.854% 0.668%6.557%
1342Computer ScienceMajorsComputer Science2 481,72567.118% 298,95574.293% 7.175%10.689%
1344Information TechnologyMajorsInformation Technology3 289,42540.325% 189,06746.985% 6.659%16.514%
1343Management Information SystemsMajorsManagement Information Systems9 717,724100.000% 402,400100.000% 0.000%0.000%

cs Degrees

Computer Science

2012-04-09Jobs 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% 0.021%8.916%
2Attention to DetailsSoft SkillsProblem-solving skills1 6,5480.361% 2,2550.412% 0.051%14.121%
8Conflict ResolutionSoft SkillsInterpersonal skills1 8,5410.471% 2,7060.494% 0.023%4.990%
231CooperationSoft SkillsInterpersonal skills1 13,6530.753% 4,6680.853% 0.100%13.300%
3CreativitySoft SkillsProblem-solving skills3 53,9212.973% 16,4072.997% 0.025%0.832%
4Critical thinkingSoft SkillsProblem-solving skills3 17,3640.957% 5,8651.071% 0.114%11.930%
1300FlexibilitySoft SkillsWork ethic1 52,0492.869% 16,4903.013% 0.143%4.987%
232IndependenceSoft SkillsInterpersonal skills1 7,8470.433% 2,9990.548% 0.115%26.649%
13Initiative/Motivation to workSoft SkillsWork ethic5 211,23311.645% 63,02711.514% -0.131%-1.124%
256InnovationSoft SkillsProblem-solving skills1 110,9806.118% 41,6577.610% 1.492%24.386%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 144,9197.989% 43,7898.000% 0.010%0.131%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 9670.053% 2180.040% -0.013%-25.294%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 105,6165.823% 35,9606.570% 0.747%12.828%
10LeadershipSoft SkillsInterpersonal skills1 345,00619.020% 107,34219.610% 0.590%3.103%
258LearningSoft SkillsProblem-solving skills1 103,7165.718% 31,4795.751% 0.033%0.578%
1Learning AbilitySoft SkillsProblem-solving skills3 29,6581.635% 10,2381.870% 0.235%14.393%
236ListeningSoft SkillsLanguage skills1 23,0321.270% 7,0711.292% 0.022%1.736%
260MathematicsSoft SkillsProblem-solving skills3 121,9646.724% 29,9895.479% -1.245%-18.519%
18Negotiation SkillsSoft SkillsLanguage skills1 14,3210.790% 5,6041.024% 0.234%29.674%
262OptimizationSoft SkillsProblem-solving skills1 87,9074.846% 29,6675.420% 0.574%11.835%
19Oral CommunicationsSoft SkillsLanguage skills2 28,6071.577% 9,0001.644% 0.067%4.255%
273PersistenceSoft SkillsWork ethic1 6,9460.383% 2,4700.451% 0.068%17.839%
239PersuasionSoft SkillsLanguage skills1 2,4800.137% 7640.140% 0.003%2.087%
1301Physical SkillSoft SkillsWork ethic2 1,4320.079% 4570.083% 0.005%5.755%
240PresentationsSoft SkillsLanguage skills1 81,7034.504% 24,3724.453% -0.052%-1.149%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 331,39118.270% 115,38021.079% 2.809%15.376%
20Questioning skillsSoft SkillsLanguage skills1 3910.022% 1720.031% 0.010%45.774%
241Reading ComprehensionSoft SkillsLanguage skills1 2810.015% 1340.024% 0.009%58.025%
6Research skillsSoft SkillsProblem-solving skills1 2,9250.161% 7680.140% -0.021%-12.991%
15ResponsibilitySoft SkillsWork ethic2 169,2699.332% 52,8539.656% 0.324%3.471%
234Self ControlSoft SkillsInterpersonal skills1 1340.007% 510.009% 0.002%26.123%
16Self-managementSoft SkillsWork ethic1 1,7460.096% 5360.098% 0.002%1.730%
250Stress ToleranceSoft SkillsPhysical skills1 1930.011% 1260.023% 0.012%116.342%
12TeamworkSoft SkillsInterpersonal skills1 72,5213.998% 23,4394.282% 0.284%7.103%
17Time ManagementSoft SkillsWork ethic2 57,6313.177% 20,0003.654% 0.477%15.001%
268VisualizationSoft SkillsProblem-solving skills1 16,1580.891% 3,9760.726% -0.164%-18.457%
7Working under pressureSoft SkillsProblem-solving skills1 6940.038% 3240.059% 0.021%54.708%
21Written CommunicationsSoft SkillsLanguage skills3 270,28614.901% 81,52514.894% -0.007%-0.047%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 37,8562.087% 14,2542.604% 0.517%24.776%
172Account managementBusiness SkillsManagement skills1 16,9580.935% 5,1870.948% 0.013%1.361%
22AccountingBusiness SkillsBusiness processes4 119,5826.593% 31,2785.714% -0.878%-13.324%
1263Accounting softwareBusiness SkillsBusiness processes7 12,6360.697% 2,5590.468% -0.229%-32.890%
174AdministrationBusiness SkillsManagement skills3 382,94021.111% 122,36822.355% 1.244%5.892%
1313AnalystBusiness SkillsProject management1 275,75615.202% 85,71715.660% 0.457%3.008%
175Application managementBusiness SkillsManagement skills5 128,2817.072% 43,3267.915% 0.843%11.922%
150Asset managementBusiness SkillsBusiness processes1 21,3601.178% 7,1831.312% 0.135%11.438%
151AuditingBusiness SkillsBusiness processes4 74,0524.082% 22,9344.190% 0.107%2.629%
1264Auditing softwareBusiness SkillsBusiness processes1 860.005% 200.004% -0.001%-22.935%
152BillingBusiness SkillsBusiness processes1 29,1291.606% 8,5141.555% -0.050%-3.142%
1314Business AnalystBusiness SkillsProject management1 94,8765.231% 43,1617.885% 2.655%50.752%
35Business IntelligenceBusiness SkillsStrategy skills1 74,2224.092% 25,5104.660% 0.569%13.895%
155Business performance management (BPM)Business SkillsBusiness processes2 10,0610.555% 3,8320.700% 0.145%26.215%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 26,4151.456% 6,2001.133% -0.324%-22.220%
36Business StrategyBusiness SkillsStrategy skills3 294,31416.226% 95,53317.453% 1.227%7.565%
182Calendar and schedulingBusiness SkillsProject management3 72,9834.024% 20,0403.661% -0.362%-9.008%
156Capacity planningBusiness SkillsBusiness processes1 40,9672.259% 14,3712.625% 0.367%16.247%
28Change ManagementBusiness SkillsManagement skills1 61,3153.380% 22,7284.152% 0.772%22.835%
24Contracting and legalBusiness SkillsBusiness processes2 69,3683.824% 18,3693.356% -0.468%-12.249%
176CoordinationBusiness SkillsManagement skills1 76,1724.199% 23,9954.384% 0.184%4.389%
157Cost accountingBusiness SkillsBusiness processes1 1,3620.075% 3410.062% -0.013%-17.033%
158Cost estimationBusiness SkillsBusiness processes1 1,6310.090% 4290.078% -0.012%-12.837%
1312Customer SupportBusiness SkillsBusiness processes6 347,70519.169% 120,94422.095% 2.926%15.266%
1339EducationBusiness SkillsIndustry Segment1 14,4350.796% 4,1840.764% -0.031%-3.949%
1333EnergyBusiness SkillsIndustry Segment1 85,4934.713% 24,9934.566% -0.147%-3.124%
1340EntertainmentBusiness SkillsIndustry Segment1 38,0962.100% 9,5281.741% -0.360%-17.120%
1319EnvironmentalBusiness SkillsEnvironmental12 32,6991.803% 9,5041.736% -0.066%-3.684%
1320Environmental StrategyBusiness SkillsEnvironmental3 5,8040.320% 2,4470.447% 0.127%39.712%
161FinancialBusiness SkillsBusiness processes2 333,98818.413% 103,20518.855% 0.442%2.399%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 1,4310.079% 3500.064% -0.015%-18.949%
1332Health CareBusiness SkillsIndustry Segment2 192,92510.636% 53,0629.694% -0.942%-8.857%
177Human resourcesBusiness SkillsManagement skills2 66,5913.671% 18,7173.419% -0.252%-6.857%
1336InsuranceBusiness SkillsIndustry Segment1 9,8570.543% 3,2690.597% 0.054%9.900%
1316Managing/SupervisionBusiness SkillsManagement skills5 678,29937.395% 183,47333.519% -3.876%-10.365%
1334ManufacturingBusiness SkillsIndustry Segment2 111,8016.164% 26,6054.860% -1.303%-21.142%
26MarketingBusiness SkillsBusiness processes1 162,2658.946% 47,5568.688% -0.258%-2.880%
185MonitoringBusiness SkillsProject management1 193,48410.667% 64,77911.834% 1.168%10.947%
179NegotiationBusiness SkillsManagement skills1 52,2632.881% 18,0293.294% 0.412%14.315%
163Operation and ControlBusiness SkillsBusiness processes2 9710.054% 2050.037% -0.016%-30.038%
29Outsourcing ManagementBusiness SkillsManagement skills3 44,0222.427% 12,8142.341% -0.086%-3.541%
167ProcurementBusiness SkillsBusiness processes1 27,5621.519% 8,1501.489% -0.031%-2.012%
1290Project Management softwareBusiness SkillsProject management2 45,4282.504% 14,3292.618% 0.113%4.525%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 308,25316.994% 99,77418.228% 1.234%7.260%
168QualityBusiness SkillsBusiness processes1 492,08227.128% 160,45229.313% 2.185%8.053%
1337Real EstateBusiness SkillsIndustry Segment2 9,7740.539% 2,6640.487% -0.052%-9.679%
1335RetailBusiness SkillsIndustry Segment2 284,31215.674% 93,28217.042% 1.368%8.725%
34Risk ManagementBusiness SkillsProject management1 43,8282.416% 12,6822.317% -0.099%-4.112%
169Service OrientationBusiness SkillsBusiness processes1 11,7200.646% 4,4430.812% 0.166%25.625%
27Supply Chain ManagementBusiness SkillsBusiness processes3 49,2262.714% 14,5642.661% -0.053%-1.958%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 3,8950.215% 1,0280.188% -0.027%-12.539%
178TeachingBusiness SkillsManagement skills7 44,0412.428% 12,5302.289% -0.139%-5.720%
190TimekeepingBusiness SkillsProject management3 21,2101.169% 6,0091.098% -0.072%-6.117%
1296Timekeeping softwareBusiness SkillsProject management1 1,9890.110% 6930.127% 0.017%15.458%
171Total quality management (TQM)Business SkillsBusiness processes2 2,5770.142% 5440.099% -0.043%-30.046%
180TroubleshootingBusiness SkillsManagement skills1 235,95113.008% 80,47514.702% 1.694%13.023%
181VerificationBusiness SkillsManagement skills1 56,9413.139% 14,5252.654% -0.486%-15.469%
1338Waste ManagementBusiness SkillsIndustry Segment1 1,5550.086% 4440.081% -0.005%-5.381%
191WorkflowBusiness SkillsProject management1 76,1284.197% 25,3074.623% 0.426%10.160%
31Working GloballyBusiness SkillsManagement skills3 15,5330.856% 3,5450.648% -0.209%-24.371%
32Working with Virtual TeamsBusiness SkillsManagement skills2 2,8130.155% 1,0090.184% 0.029%18.864%
514GLTechnical SkillsSoftware development3 3,7750.208% 9220.168% -0.040%-19.064%
987Access servers & softwareTechnical SkillsNetwork10 52,7382.907% 17,9863.286% 0.378%13.016%
38Agile Development MethodsTechnical SkillsSoftware development3 42,0282.317% 18,0353.295% 0.978%42.202%
304Algorithmic softwareTechnical SkillsBusiness applications1 980.005% 150.003% -0.003%-49.278%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 2,7800.153% 6220.114% -0.040%-25.857%
1352AndroidTechnical SkillsMobile Platforms1 14,4620.797% 11,2342.052% 1.255%157.415%
1351Apple iOSTechnical SkillsMobile Platforms6 16,0940.887% 10,4701.913% 1.026%115.581%
120Apple operating systemsTechnical SkillsBusiness applications6 41,0722.264% 14,7092.687% 0.423%18.676%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 4,5770.252% 8860.162% -0.090%-35.852%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 1090.006% 80.001% -0.005%-75.678%
1265Backup & RecoveryTechnical SkillsTechnical applications16 147,0748.108% 47,1908.621% 0.513%6.326%
1353BlackberryTechnical SkillsMobile Platforms2 16,2560.896% 6,9941.278% 0.382%42.574%
336Borland DelphiTechnical SkillsBusiness applications1 3,5790.197% 8320.152% -0.045%-22.965%
337Borland JBuilderTechnical SkillsBusiness applications1 3,4370.189% 4580.084% -0.106%-55.842%
338Borland ParadoxTechnical SkillsBusiness applications1 2040.011% 650.012% 0.001%5.587%
72Business Continuity PlanningTechnical SkillsHardware2 19,7141.087% 6,1901.131% 0.044%4.050%
352Cadence OpusTechnical SkillsBusiness applications1 8430.046% 3830.070% 0.023%50.556%
868CalculatorsTechnical SkillsHardware1 1,3620.075% 1170.021% -0.054%-71.533%
39CASE ToolsTechnical SkillsSoftware development1 72,4693.995% 22,4074.094% 0.098%2.461%
367Categorization or classification softwareTechnical SkillsBusiness applications1 8,7550.483% 2,7300.499% 0.016%3.332%
112CertificationTechnical SkillsMisc3 294,97016.262% 94,64717.291% 1.029%6.330%
78CiscoTechnical SkillsHardware1 84,9004.681% 26,9464.923% 0.242%5.175%
1009Cisco Systems IOSTechnical SkillsNetwork1 14,1220.779% 7,5261.375% 0.596%76.602%
40Client-ServerTechnical SkillsSoftware development1 44,2242.438% 13,5152.469% 0.031%1.271%
1011Cluster server softwareTechnical SkillsNetwork8 30,7831.697% 10,8691.986% 0.289%17.005%
1151Compatibility testingTechnical SkillsSoftware development1 6650.037% 2100.038% 0.002%4.647%
1152CompilersTechnical SkillsSoftware development4 21,8801.206% 5,8581.070% -0.136%-11.278%
1255Compliance softwareTechnical SkillsTechnical applications3 7,1200.393% 2,5780.471% 0.078%19.986%
385Computer aided design (CAD)Technical SkillsBusiness applications12 16,7680.924% 3,0490.557% -0.367%-39.744%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 2,9760.164% 5990.109% -0.055%-33.301%
875Computer diagnosticsTechnical SkillsHardware5 79,4734.381% 23,8944.365% -0.016%-0.368%
1107Computer forensicsTechnical SkillsSecurity1 5,5550.306% 1,1780.215% -0.091%-29.727%
1266Computer HardwareTechnical SkillsHardware12 41,8152.305% 11,8012.156% -0.149%-6.478%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications1 1,5230.084% 3720.068% -0.016%-19.059%
1015Computer serversTechnical SkillsNetwork6 190,09010.480% 62,31611.385% 0.905%8.634%
1267Computer UtilitiesTechnical SkillsMisc1 1,2310.068% 2250.041% -0.027%-39.431%
59Content ManagerTechnical SkillsBusiness applications1 1,5340.085% 6020.110% 0.025%30.046%
878ControllersTechnical SkillsHardware2 10,8280.597% 2,9740.543% -0.054%-8.983%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 1,6380.090% 4430.081% -0.009%-10.377%
407Customer information control system (CICS)Technical SkillsBusiness applications2 8,5130.469% 2,2000.402% -0.067%-14.362%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 89,7804.950% 29,9845.478% 0.528%10.672%
953Data acquisition systemsTechnical SkillsInformation mgmt1 10,1040.557% 2,3940.437% -0.120%-21.484%
955Data compression softwareTechnical SkillsInformation mgmt1 7,6240.420% 2,5160.460% 0.039%9.359%
956Data conversion softwareTechnical SkillsInformation mgmt1 7,9320.437% 2,7790.508% 0.070%16.100%
958Data dictionaryTechnical SkillsInformation mgmt1 5,5210.304% 2,1340.390% 0.085%28.087%
959Data entryTechnical SkillsInformation mgmt1 8,5410.471% 2,0160.368% -0.103%-21.782%
962Data mappingTechnical SkillsInformation mgmt1 8,3680.461% 3,3680.615% 0.154%33.376%
67Data MiningTechnical SkillsInformation mgmt4 32,5821.796% 10,0811.842% 0.045%2.531%
963Data modelingTechnical SkillsInformation mgmt1 61,3493.382% 21,5963.945% 0.563%16.652%
68Data WarehousingTechnical SkillsInformation mgmt2 91,0355.019% 32,2195.886% 0.867%17.282%
69Database AdministrationTechnical SkillsInformation mgmt12 121,5966.704% 39,0287.130% 0.426%6.361%
969Database design softwareTechnical SkillsInformation mgmt15 109,2206.021% 34,7396.346% 0.325%5.400%
1268Database ReportingTechnical SkillsInformation mgmt2 33,6051.853% 10,3881.898% 0.045%2.437%
1269Database SecurityTechnical SkillsInformation mgmt1 2080.011% 920.017% 0.005%46.572%
1270Database ServersTechnical SkillsInformation mgmt3 30,2041.665% 9,0831.659% -0.006%-0.347%
1271Database TestingTechnical SkillsInformation mgmt1 1,5090.083% 5350.098% 0.015%17.488%
1160DebuggingTechnical SkillsSoftware development7 135,9737.496% 43,2617.903% 0.407%5.432%
418Desktop publishing softwareTechnical SkillsBusiness applications13 26,8331.479% 6,0271.101% -0.378%-25.568%
1272Development EnvironmentTechnical SkillsSoftware development13 90,7645.004% 28,6115.227% 0.223%4.459%
1273Digital ImagingTechnical SkillsHardware1 7430.041% 1560.028% -0.012%-30.423%
883Digital Signal Processor (DSP)Technical SkillsHardware2 7,3490.405% 1,2290.225% -0.181%-44.582%
423Disk operating system (DOS)Technical SkillsBusiness applications1 6,3190.348% 1,7700.323% -0.025%-7.178%
1307Doctor of PhilosophyTechnical SkillsMisc3 89,4574.932% 34,0076.213% 1.281%25.974%
973Document management softwareTechnical SkillsInformation mgmt4 15,7100.866% 5,0740.927% 0.061%7.029%
1020Domain name system (DNS)Technical SkillsNetwork3 61,0033.363% 20,7323.788% 0.424%12.620%
61DreamweaverTechnical SkillsSoftware development1 11,5920.639% 3,2320.590% -0.049%-7.607%
54DSS/GDSSTechnical SkillsBusiness applications5 22,9231.264% 7,1291.302% 0.039%3.059%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 700.004% 50.001% -0.003%-76.330%
62EclipseTechnical SkillsSoftware development1 39,3532.170% 13,5222.470% 0.301%13.865%
1308Electronic CommerceTechnical SkillsBusiness applications2 81,4744.492% 31,7575.802% 1.310%29.166%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 15,7660.869% 5,2910.967% 0.097%11.210%
1023Electronic mail softwareTechnical SkillsNetwork8 29,1571.607% 8,8401.615% 0.008%0.470%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 87,4944.824% 26,6464.868% 0.044%0.921%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications13 88,8224.897% 26,5104.843% -0.054%-1.095%
1321Environmental CertificationTechnical SkillsEnvironmental1 980.005% 190.003% -0.002%-35.753%
1329Environmental EnergyTechnical SkillsEnvironmental3 4,5100.249% 1,3850.253% 0.004%1.766%
1330Environmental Energy ConservationTechnical SkillsEnvironmental3 4,2710.235% 9840.180% -0.056%-23.653%
1327Environmental PollutionTechnical SkillsEnvironmental10 3,7040.204% 1,0850.198% -0.006%-2.930%
1324Environmental Pollution ControlTechnical SkillsEnvironmental4 2,6010.143% 3580.065% -0.078%-54.389%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental2 9390.052% 1210.022% -0.030%-57.298%
1326Environmental Product StewardshipTechnical SkillsEnvironmental6 3,2740.180% 8250.151% -0.030%-16.497%
1331Environmental ScienceTechnical SkillsEnvironmental1 510.003% 10.000% -0.003%-93.502%
1322Environmental TechnologyTechnical SkillsEnvironmental2 3070.017% 330.006% -0.011%-64.379%
461Expert system softwareTechnical SkillsBusiness applications1 7160.039% 1520.028% -0.012%-29.651%
1359FacebookTechnical SkillsSocial Networking1 27,7851.532% 23,4944.292% 2.760%180.204%
463Facilities management softwareTechnical SkillsBusiness applications4 3,2160.177% 1,0550.193% 0.015%8.709%
468Flight control softwareTechnical SkillsBusiness applications1 7860.043% 580.011% -0.033%-75.547%
469Flowchart softwareTechnical SkillsBusiness applications4 4,8190.266% 1,7910.327% 0.062%23.159%
1112Fraud DetectionTechnical SkillsSecurity1 7,9200.437% 2,6950.492% 0.056%12.762%
63FrontPageTechnical SkillsSoftware development1 2,2770.126% 3510.064% -0.061%-48.918%
475Fund accounting softwareTechnical SkillsBusiness applications1 4100.023% 1650.030% 0.008%33.361%
1260GamingTechnical SkillsMisc2 37,1102.046% 11,6602.130% 0.084%4.120%
113Generic databasesTechnical SkillsInformation mgmt2 289,53315.962% 94,49017.262% 1.300%8.147%
1365Google AppsTechnical SkillsBusiness applications4 7,4240.409% 4,6870.856% 0.447%109.211%
1364Google PlusTechnical SkillsSocial Networking1 2680.015% 2680.049% 0.034%231.381%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications27 93,2215.139% 27,9575.107% -0.032%-0.619%
484Graphic softwareTechnical SkillsBusiness applications15 137,2717.568% 40,8487.463% -0.105%-1.390%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 45,3682.501% 11,8292.161% -0.340%-13.598%
1323Green ITTechnical SkillsEnvironmental6 4,3300.239% 1,4620.267% 0.028%11.889%
893Guidance systemsTechnical SkillsHardware1 1250.007% 480.009% 0.002%27.250%
895Hardware description language (HDL)Technical SkillsHardware2 7030.039% 1220.022% -0.016%-42.492%
1277Hardware DesignTechnical SkillsHardware19 16,4440.907% 3,7620.687% -0.219%-24.188%
1278Hardware TestingTechnical SkillsHardware4 6,4650.356% 1,2340.225% -0.131%-36.748%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 6230.034% 2710.050% 0.015%44.148%
492Helpdesk or call centerTechnical SkillsBusiness applications2 68,9743.803% 20,3443.717% -0.086%-2.259%
114IBM databasesTechnical SkillsInformation mgmt2 53,5392.952% 17,5723.210% 0.259%8.762%
121IBM operating systemsTechnical SkillsBusiness applications4 42,8912.365% 12,5832.299% -0.066%-2.782%
898Image capture devicesTechnical SkillsHardware8 8,4750.467% 1,9110.349% -0.118%-25.278%
524Industrial control softwareTechnical SkillsBusiness applications3 7,9030.436% 1,4300.261% -0.174%-40.039%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 28,1101.550% 10,5641.930% 0.380%24.536%
899InfraredTechnical SkillsHardware1 1,9110.105% 1820.033% -0.072%-68.440%
1180InstallationTechnical SkillsSoftware development1 164,0159.042% 49,7369.086% 0.044%0.488%
901Interface definition language (IDL)Technical SkillsHardware1 9580.053% 1440.026% -0.027%-50.189%
536Internet browser softwareTechnical SkillsBusiness applications4 11,7370.647% 3,1970.584% -0.063%-9.736%
541Inventory management softwareTechnical SkillsBusiness applications3 8,2000.452% 2,1710.397% -0.055%-12.265%
73IT Architecture/StandardsTechnical SkillsHardware2 12,3850.683% 3,8300.700% 0.017%2.478%
1357Java METechnical SkillsMobile Platforms2 9020.050% 2290.042% -0.008%-15.869%
1035KernelTechnical SkillsNetwork1 25,2451.392% 7,8421.433% 0.041%2.939%
907LasersTechnical SkillsHardware1 5720.032% 430.008% -0.024%-75.089%
1038License management softwareTechnical SkillsNetwork1 1,1210.062% 3960.072% 0.011%17.062%
1361LinkedInTechnical SkillsSocial Networking1 11,6060.640% 5,6651.035% 0.395%61.750%
908Mainframe computersTechnical SkillsHardware2 46,0402.538% 13,4712.461% -0.077%-3.040%
124Mainframe operating systemsTechnical SkillsBusiness applications7 28,5531.574% 7,1491.306% -0.268%-17.030%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 45,4222.504% 13,9252.544% 0.040%1.591%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 8,7540.483% 2,3560.430% -0.052%-10.814%
1281Medical softwareTechnical SkillsBusiness applications8 9,4220.519% 2,5540.467% -0.053%-10.173%
115Microsoft databasesTechnical SkillsInformation mgmt5 279,69215.419% 95,50017.447% 2.027%13.149%
119Microsoft operating systemsTechnical SkillsBusiness applications4 426,98623.540% 121,78522.249% -1.291%-5.484%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 7,3800.407% 4,1020.749% 0.343%84.190%
625MultimediaTechnical SkillsBusiness applications1 20,2601.117% 4,9690.908% -0.209%-18.725%
1362MySpaceTechnical SkillsSocial Networking1 3,4480.190% 7140.130% -0.060%-31.379%
74Network administrationTechnical SkillsHardware11 138,8027.652% 39,4847.213% -0.439%-5.734%
1282Network Administration softwareTechnical SkillsNetwork17 90,1664.971% 30,1845.514% 0.543%10.933%
1283Network HardwareTechnical SkillsNetwork11 74,8034.124% 22,3114.076% -0.048%-1.161%
1284Network Monitoring softwareTechnical SkillsNetwork13 46,5842.568% 15,7092.870% 0.302%11.748%
1059Network operation system software (NOS)Technical SkillsNetwork2 1,6770.092% 6330.116% 0.023%25.083%
1122Network securityTechnical SkillsSecurity1 55,4793.059% 18,0673.301% 0.242%7.916%
1285Network Security softwareTechnical SkillsSecurity31 122,0716.730% 37,6116.871% 0.141%2.101%
1286Network softwareTechnical SkillsNetwork5 34,2491.888% 10,7681.967% 0.079%4.187%
1287Network TestingTechnical SkillsNetwork11 29,1151.605% 9,0631.656% 0.051%3.153%
1065Novell network softwareTechnical SkillsNetwork2 3,8580.213% 7950.145% -0.067%-31.714%
643OberonTechnical SkillsBusiness applications1 960.005% 110.002% -0.003%-62.029%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 257,60014.201% 82,38915.052% 0.850%5.987%
1288Office ApplicationsTechnical SkillsBusiness applications13 236,19113.021% 69,20012.642% -0.379%-2.911%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 25,2351.391% 8,5761.567% 0.176%12.618%
116Open-source databasesTechnical SkillsInformation mgmt4 99,9365.509% 39,8717.284% 1.775%32.209%
118Open-source operating systemsTechnical SkillsBusiness applications8 323,97817.861% 105,21319.221% 1.360%7.617%
56Operating SystemsTechnical SkillsBusiness applications3 188,36910.385% 56,20910.269% -0.116%-1.116%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 1,0060.055% 3120.057% 0.002%2.774%
117Oracle databasesTechnical SkillsInformation mgmt1 339,53818.719% 109,58320.020% 1.301%6.950%
1354Palm OSTechnical SkillsMobile Platforms3 2,4510.135% 8650.158% 0.023%16.950%
1289Physical ToolsTechnical SkillsHardware1 1160.006% 90.002% -0.005%-74.289%
683Point of sale (POS)Technical SkillsBusiness applications3 9,6710.533% 3,4660.633% 0.100%18.764%
931PrintersTechnical SkillsHardware3 15,4380.851% 4,8730.890% 0.039%4.600%
43ProgrammingTechnical SkillsSoftware development1 544,19330.001% 163,99529.960% -0.041%-0.137%
700ProvisioningTechnical SkillsBusiness applications1 21,6421.193% 8,1351.486% 0.293%24.563%
1258Rate ControlTechnical SkillsTechnical applications1 1680.009% 530.010% 0.000%4.543%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 31,5751.741% 8,2501.507% -0.234%-13.416%
1077Remote control softwareTechnical SkillsNetwork2 1,7570.097% 6540.119% 0.023%23.348%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 1,2690.070% 3330.061% -0.009%-13.042%
1262RoboticsTechnical SkillsHardware2 7,2160.398% 1,8130.331% -0.067%-16.741%
1318RSATechnical SkillsSecurity1 9,5030.524% 3,4160.624% 0.100%19.120%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 36,1911.995% 15,8572.897% 0.902%45.194%
44SDLCTechnical SkillsSoftware development7 227,73412.555% 80,17014.646% 2.091%16.657%
1132Secure shell (SSH)Technical SkillsSecurity1 1740.010% 470.009% -0.001%-10.489%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 24,0641.327% 8,7451.598% 0.271%20.426%
76SecurityTechnical SkillsHardware4 987,55854.444% 483,40188.313% 33.869%62.208%
1315Security ClearanceTechnical SkillsMisc2 173,2289.550% 33,2286.070% -3.480%-36.436%
1135Security testing softwareTechnical SkillsSecurity1 4,5090.249% 1,4050.257% 0.008%3.258%
60Sharepoint ServerTechnical SkillsBusiness applications1 7,5170.414% 2,8290.517% 0.102%24.714%
1084Signal generatorsTechnical SkillsNetwork1 3790.021% 770.014% -0.007%-32.675%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 20,0451.105% 5,8631.071% -0.034%-3.074%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 66,7793.682% 25,2694.616% 0.935%25.394%
1220Simulation softwareTechnical SkillsSoftware development5 35,9801.984% 6,7021.224% -0.759%-38.274%
1366Social NetworkTechnical SkillsSocial Networking1 5,1750.285% 2,1570.394% 0.109%38.123%
1358Social NetworkingTechnical SkillsSocial Networking1 14,9200.823% 5,8811.074% 0.252%30.620%
42Software DevelopmentTechnical SkillsSoftware development2 510,27628.131% 140,67325.700% -2.432%-8.645%
1291Software Development softwareTechnical SkillsSoftware development2 4,4820.247% 9780.179% -0.068%-27.691%
1309Software EngineeringTechnical SkillsSoftware development1 298,31916.446% 84,11115.366% -1.080%-6.567%
1292Software InstallationTechnical SkillsSoftware development4 201,11911.088% 69,32312.665% 1.577%14.223%
1223Software librariesTechnical SkillsSoftware development1 5930.033% 1780.033% -0.000%-0.530%
1293Software MaintenanceTechnical SkillsSoftware development1 14,9260.823% 4,7890.875% 0.052%6.323%
1294Software TestingTechnical SkillsSoftware development14 209,19711.533% 64,68011.816% 0.283%2.457%
1225Source code management (SCM)Technical SkillsSoftware development5 72,0153.970% 23,9114.368% 0.398%10.028%
1229Static analysis softwareTechnical SkillsSoftware development1 1,3470.074% 7740.141% 0.067%90.415%
772Statistical analysis softwareTechnical SkillsBusiness applications21 131,2047.233% 36,6286.692% -0.542%-7.489%
1230Stress testing softwareTechnical SkillsSoftware development1 5,1680.285% 1,5610.285% 0.000%0.094%
122Sun operating systemsTechnical SkillsBusiness applications3 104,7565.775% 26,4854.839% -0.937%-16.218%
939Surveillance systemsTechnical SkillsHardware5 18,2251.005% 3,4350.628% -0.377%-37.542%
791Symantec softwareTechnical SkillsBusiness applications1 13,3750.737% 5,1770.946% 0.208%28.266%
1355SymbianTechnical SkillsMobile Platforms1 950.005% 360.007% 0.001%25.576%
1310System AdministrationTechnical SkillsNetwork4 134,1567.396% 40,8237.458% 0.062%0.838%
45System TestingTechnical SkillsSoftware development5 41,4922.287% 14,2432.602% 0.315%13.753%
46Systems AnalysisTechnical SkillsSoftware development8 170,6659.409% 49,0368.958% -0.450%-4.787%
47Systems DesignTechnical SkillsSoftware development1 30,3181.671% 8,7411.597% -0.075%-4.459%
1233Systems EvaluationTechnical SkillsSoftware development1 1300.007% 400.007% 0.000%1.963%
1234Systems integrationTechnical SkillsSoftware development8 106,3635.864% 30,6255.595% -0.269%-4.586%
75TCP/IPTechnical SkillsHardware3 122,6386.761% 37,3556.824% 0.063%0.937%
1235Technology DesignTechnical SkillsSoftware development1 1,8780.104% 4340.079% -0.024%-23.419%
1236TemplatesTechnical SkillsSoftware development1 26,3771.454% 8,8561.618% 0.164%11.260%
1239Test implementationTechnical SkillsSoftware development1 6660.037% 2080.038% 0.001%3.494%
1302TestingTechnical SkillsSoftware development1 573,52331.618% 182,93633.421% 1.802%5.700%
1297Training softwareTechnical SkillsBusiness applications3 1,9390.107% 5640.103% -0.004%-3.611%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 2,8260.156% 8420.154% -0.002%-1.266%
1360TwitterTechnical SkillsSocial Networking1 21,7101.197% 9,7951.789% 0.593%49.511%
123UNIX operating systemsTechnical SkillsBusiness applications5 352,38519.427% 102,29018.687% -0.740%-3.807%
1298UNIX ShellsTechnical SkillsBusiness applications4 69,7953.848% 23,4974.293% 0.445%11.562%
48User-Interface DesignTechnical SkillsSoftware development2 108,9146.004% 38,7737.083% 1.079%17.970%
836Video creation and editing softwareTechnical SkillsBusiness applications3 8,0940.446% 2,0420.373% -0.073%-16.397%
64Visual StudioTechnical SkillsSoftware development1 66,3623.659% 23,0274.207% 0.548%14.986%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 2,2150.122% 7110.130% 0.008%6.371%
77Voice/Data TelecomTechnical SkillsHardware9 149,5358.244% 43,6097.967% -0.277%-3.359%
1299Web Application ServerTechnical SkillsBusiness applications8 103,4195.701% 32,1165.867% 0.166%2.908%
1248Web platform development softwareTechnical SkillsSoftware development4 7,6580.422% 2,5560.467% 0.045%10.605%
65web programmerTechnical SkillsSoftware development4 28,2641.558% 13,5552.476% 0.918%58.925%
58Web serversTechnical SkillsBusiness applications6 153,9518.487% 52,9559.674% 1.187%13.986%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 102,4975.651% 34,5646.315% 0.664%11.748%
1356Windows CETechnical SkillsMobile Platforms4 14,6740.809% 3,8230.698% -0.111%-13.666%
1102WirelessTechnical SkillsNetwork5 86,8834.790% 22,7904.164% -0.626%-13.077%
1363YouTubeTechnical SkillsSocial Networking2 3,9450.217% 2,8430.519% 0.302%138.813%
79.NETProgramming SkillsCurrent1 226,93912.511% 74,27313.569% 1.058%8.455%
209A programming language (APL)Programming SkillsLegacy2 3,4520.190% 5870.107% -0.083%-43.650%
99AdaProgramming SkillsLegacy1 7,0190.387% 1,5530.284% -0.103%-26.680%
80AJAXProgramming SkillsCurrent1 131,0207.223% 49,3679.019% 1.796%24.861%
192Apple AppleScriptProgramming SkillsCurrent1 2730.015% 1060.019% 0.004%28.668%
81ASPProgramming SkillsCurrent2 161,7058.915% 51,8099.465% 0.550%6.172%
108AssemblyProgramming SkillsLegacy2 7,9150.436% 1,3540.247% -0.189%-43.311%
211AWKProgramming SkillsLegacy1 4,4920.248% 1,3130.240% -0.008%-3.138%
212BProgramming SkillsLegacy1 22,2151.225% 6,8881.258% 0.034%2.748%
83C#Programming SkillsCurrent2 207,00611.412% 68,80512.570% 1.158%10.145%
82C/C++Programming SkillsCurrent3 370,26020.412% 94,67617.296% -3.116%-15.265%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 127,4907.029% 54,94310.038% 3.009%42.812%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 3970.022% 1940.035% 0.014%61.934%
84CGIProgramming SkillsCurrent2 12,3730.682% 4,1440.757% 0.075%10.987%
217ClipperProgramming SkillsLegacy1 3110.017% 1060.019% 0.002%12.947%
218CLUProgramming SkillsLegacy1 1420.008% 250.005% -0.003%-41.658%
100CobolProgramming SkillsLegacy1 17,0880.942% 5,2980.968% 0.026%2.742%
85ColdFusionProgramming SkillsCurrent2 16,2190.894% 4,6480.849% -0.045%-5.034%
219Combined programming language (CPL)Programming SkillsLegacy1 3400.019% 380.007% -0.012%-62.963%
195Component object model (COM)Programming SkillsCurrent1 3710.020% 1190.022% 0.001%6.292%
125Database programmingProgramming SkillsCurrent3 58,2753.213% 17,9153.273% 0.060%1.874%
196Distributed component object model (DCOM)Programming SkillsCurrent1 4,5600.251% 1,0370.189% -0.062%-24.640%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 13,8360.763% 4,4250.808% 0.046%5.982%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 3,1690.175% 1,0280.188% 0.013%7.497%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 26,5161.462% 7,9021.444% -0.018%-1.246%
109ForthProgramming SkillsLegacy1 3,9360.217% 1,6810.307% 0.090%41.527%
102FortranProgramming SkillsLegacy1 4,1940.231% 5630.103% -0.128%-55.516%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 382,75121.101% 99,78718.230% -2.871%-13.606%
222JProgramming SkillsLegacy1 7,3260.404% 1,8650.341% -0.063%-15.639%
87Java/J2EE/J2PProgramming SkillsCurrent4 464,02925.582% 150,61827.516% 1.935%7.562%
97JavaScriptProgramming SkillsCurrent3 227,60112.548% 89,53016.356% 3.809%30.353%
89JavaServer FacesProgramming SkillsCurrent3 20,3501.122% 6,8501.251% 0.130%11.546%
88JavaServer PagesProgramming SkillsCurrent3 93,2835.143% 28,4495.197% 0.055%1.063%
223Job control language (JCL)Programming SkillsLegacy2 9,7090.535% 2,7620.505% -0.031%-5.729%
126LAMPProgramming SkillsCurrent1 21,0791.162% 10,3311.887% 0.725%62.413%
104LispProgramming SkillsLegacy1 1,5200.084% 4730.086% 0.003%3.120%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 9110.050% 2470.045% -0.005%-10.152%
201Microsoft ActiveXProgramming SkillsCurrent1 4,3230.238% 8890.162% -0.076%-31.853%
107PascalProgramming SkillsLegacy1 1,1040.061% 2200.040% -0.021%-33.964%
90PerlProgramming SkillsCurrent1 170,6579.408% 53,1579.711% 0.303%3.220%
91PHPProgramming SkillsCurrent1 87,5354.826% 31,8755.823% 0.997%20.669%
103PL/1Programming SkillsLegacy2 3360.019% 1010.018% -0.000%-0.388%
105PrologProgramming SkillsLegacy1 1,0730.059% 3270.060% 0.001%0.989%
95PythonProgramming SkillsCurrent1 84,8074.675% 37,3286.819% 2.144%45.858%
228Register transfer language (RTL)Programming SkillsLegacy1 21,0851.162% 11,1962.045% 0.883%75.961%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 8030.044% 1980.036% -0.008%-18.290%
206Scripting languagesProgramming SkillsCurrent1 44,1432.434% 14,8352.710% 0.277%11.366%
101SmalltalkProgramming SkillsLegacy1 8670.048% 2130.039% -0.009%-18.588%
92SQLProgramming SkillsCurrent3 601,01933.134% 205,06637.464% 4.329%13.066%
110TCLProgramming SkillsLegacy1 12,5780.693% 3,4570.632% -0.062%-8.922%
98Unified Modeling LanguageProgramming SkillsCurrent2 74,0724.084% 18,9473.461% -0.622%-15.236%
93Visual BasicProgramming SkillsCurrent6 155,4648.571% 44,8758.198% -0.373%-4.346%
207Web service definition language (WSDL)Programming SkillsCurrent2 17,0000.937% 6,0491.105% 0.168%17.913%
94XMLProgramming SkillsCurrent2 281,18315.502% 90,65116.561% 1.059%6.834%
1342Computer ScienceMajorsComputer Science2 1,813,896100.000% 547,375100.000% 0.000%0.000%
1344Information TechnologyMajorsInformation Technology3 538,04329.662% 174,07931.803% 2.140%7.215%
1343Management Information SystemsMajorsManagement Information Systems9 481,83626.564% 185,14933.825% 7.261%27.336%

IT Degrees

Information Technology

2012-04-09Jobs 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% 6260.236% 0.062%35.263%
2Attention to DetailsSoft SkillsProblem-solving skills1 2,1100.208% 5720.216% 0.008%3.796%
8Conflict ResolutionSoft SkillsInterpersonal skills1 4,8830.481% 1,2750.481% -0.000%-0.025%
231CooperationSoft SkillsInterpersonal skills1 7,9870.786% 1,2330.465% -0.322%-40.892%
3CreativitySoft SkillsProblem-solving skills3 22,5632.221% 5,5262.083% -0.138%-6.226%
4Critical thinkingSoft SkillsProblem-solving skills3 7,9460.782% 2,7661.043% 0.260%33.282%
1300FlexibilitySoft SkillsWork ethic1 79,5547.832% 28,18410.624% 2.792%35.647%
232IndependenceSoft SkillsInterpersonal skills1 4,9360.486% 1,4090.531% 0.045%9.296%
13Initiative/Motivation to workSoft SkillsWork ethic5 106,45510.480% 23,4558.841% -1.639%-15.640%
256InnovationSoft SkillsProblem-solving skills1 50,9455.015% 13,6625.150% 0.134%2.679%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 120,63511.876% 36,78313.865% 1.989%16.746%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 5420.053% 1210.046% -0.008%-14.522%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 55,5675.470% 15,7015.918% 0.448%8.188%
10LeadershipSoft SkillsInterpersonal skills1 208,57820.534% 57,22521.570% 1.036%5.047%
258LearningSoft SkillsProblem-solving skills1 121,66511.978% 58,10421.902% 9.924%82.856%
1Learning AbilitySoft SkillsProblem-solving skills3 11,7951.161% 3,3201.251% 0.090%7.773%
236ListeningSoft SkillsLanguage skills1 41,9274.128% 32,18612.132% 8.005%193.928%
260MathematicsSoft SkillsProblem-solving skills3 25,6122.521% 4,7351.785% -0.737%-29.214%
18Negotiation SkillsSoft SkillsLanguage skills1 10,4311.027% 2,7231.026% -0.000%-0.048%
262OptimizationSoft SkillsProblem-solving skills1 36,9763.640% 8,1393.068% -0.572%-15.721%
19Oral CommunicationsSoft SkillsLanguage skills2 13,4251.322% 3,4401.297% -0.025%-1.890%
273PersistenceSoft SkillsWork ethic1 1,8150.179% 6090.230% 0.051%28.472%
239PersuasionSoft SkillsLanguage skills1 1,2450.123% 3310.125% 0.002%1.795%
1301Physical SkillSoft SkillsWork ethic2 8630.085% 1900.072% -0.013%-15.703%
240PresentationsSoft SkillsLanguage skills1 49,2664.850% 10,6834.027% -0.823%-16.974%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 116,55911.475% 32,31912.182% 0.707%6.165%
20Questioning skillsSoft SkillsLanguage skills1 1830.018% 620.023% 0.005%29.721%
241Reading ComprehensionSoft SkillsLanguage skills1 2920.029% 680.026% -0.003%-10.835%
6Research skillsSoft SkillsProblem-solving skills1 1,9320.190% 3470.131% -0.059%-31.231%
15ResponsibilitySoft SkillsWork ethic2 95,2169.374% 19,5947.386% -1.988%-21.208%
234Self ControlSoft SkillsInterpersonal skills1 740.007% 360.014% 0.006%86.268%
16Self-managementSoft SkillsWork ethic1 5970.059% 1870.070% 0.012%19.932%
250Stress ToleranceSoft SkillsPhysical skills1 770.008% 460.017% 0.010%128.736%
12TeamworkSoft SkillsInterpersonal skills1 39,4593.885% 8,9243.364% -0.521%-13.407%
17Time ManagementSoft SkillsWork ethic2 26,3862.598% 7,6832.896% 0.298%11.487%
268VisualizationSoft SkillsProblem-solving skills1 5,1850.510% 9340.352% -0.158%-31.029%
7Working under pressureSoft SkillsProblem-solving skills1 3610.036% 1930.073% 0.037%104.700%
21Written CommunicationsSoft SkillsLanguage skills3 140,10613.793% 27,25610.274% -3.519%-25.514%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 189,33618.640% 101,01138.075% 19.435%104.269%
172Account managementBusiness SkillsManagement skills1 9,7510.960% 2,0210.762% -0.198%-20.643%
22AccountingBusiness SkillsBusiness processes4 268,72326.455% 109,72741.360% 14.905%56.342%
1263Accounting softwareBusiness SkillsBusiness processes7 38,8073.820% 30,44911.477% 7.657%200.421%
174AdministrationBusiness SkillsManagement skills3 366,34136.065% 136,15651.322% 15.257%42.305%
1313AnalystBusiness SkillsProject management1 191,18418.822% 64,97624.492% 5.670%30.128%
175Application managementBusiness SkillsManagement skills5 59,5575.863% 14,1125.319% -0.544%-9.276%
150Asset managementBusiness SkillsBusiness processes1 14,5721.435% 2,9881.126% -0.308%-21.489%
151AuditingBusiness SkillsBusiness processes4 92,4929.106% 41,14415.509% 6.403%70.322%
1264Auditing softwareBusiness SkillsBusiness processes1 1220.012% 230.009% -0.003%-27.817%
152BillingBusiness SkillsBusiness processes1 53,5555.272% 32,94912.420% 7.147%135.565%
1314Business AnalystBusiness SkillsProject management1 82,3518.107% 45,95617.323% 9.215%113.669%
35Business IntelligenceBusiness SkillsStrategy skills1 38,0533.746% 9,7823.687% -0.059%-1.575%
155Business performance management (BPM)Business SkillsBusiness processes2 5,0000.492% 1,2540.473% -0.020%-3.973%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 22,7292.238% 1,7130.646% -1.592%-71.143%
36Business StrategyBusiness SkillsStrategy skills3 207,04420.383% 40,96615.442% -4.941%-24.242%
182Calendar and schedulingBusiness SkillsProject management3 41,4484.080% 7,9723.005% -1.075%-26.357%
156Capacity planningBusiness SkillsBusiness processes1 15,7051.546% 3,9221.478% -0.068%-4.382%
28Change ManagementBusiness SkillsManagement skills1 35,8823.532% 10,6043.997% 0.465%13.152%
24Contracting and legalBusiness SkillsBusiness processes2 137,66013.552% 54,01020.358% 6.806%50.222%
176CoordinationBusiness SkillsManagement skills1 49,6594.889% 10,6734.023% -0.866%-17.708%
157Cost accountingBusiness SkillsBusiness processes1 2,4310.239% 2960.112% -0.128%-53.380%
158Cost estimationBusiness SkillsBusiness processes1 9400.093% 1330.050% -0.042%-45.826%
1312Customer SupportBusiness SkillsBusiness processes6 217,25521.388% 71,23226.850% 5.462%25.537%
1339EducationBusiness SkillsIndustry Segment1 10,6391.047% 2,1980.829% -0.219%-20.897%
1333EnergyBusiness SkillsIndustry Segment1 42,0584.140% 8,9513.374% -0.767%-18.513%
1340EntertainmentBusiness SkillsIndustry Segment1 155,52015.310% 92,34634.809% 19.498%127.353%
1319EnvironmentalBusiness SkillsEnvironmental12 101,0079.944% 47,78318.011% 8.067%81.130%
1320Environmental StrategyBusiness SkillsEnvironmental3 1,7690.174% 4740.179% 0.005%2.593%
161FinancialBusiness SkillsBusiness processes2 380,59037.468% 138,61252.248% 14.780%39.448%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 1,7650.174% 1340.051% -0.123%-70.931%
1332Health CareBusiness SkillsIndustry Segment2 307,61930.284% 121,90545.951% 15.667%51.732%
177Human resourcesBusiness SkillsManagement skills2 215,36621.202% 103,55539.034% 17.832%84.103%
1336InsuranceBusiness SkillsIndustry Segment1 4,9510.487% 1,2550.473% -0.014%-2.945%
1316Managing/SupervisionBusiness SkillsManagement skills5 531,84452.358% 164,32561.940% 9.582%18.301%
1334ManufacturingBusiness SkillsIndustry Segment2 175,25717.254% 66,95825.239% 7.986%46.283%
26MarketingBusiness SkillsBusiness processes1 258,18225.417% 108,54540.915% 15.498%60.973%
185MonitoringBusiness SkillsProject management1 90,5348.913% 21,8658.242% -0.671%-7.529%
179NegotiationBusiness SkillsManagement skills1 39,2553.865% 9,8513.713% -0.151%-3.915%
163Operation and ControlBusiness SkillsBusiness processes2 4480.044% 1050.040% -0.005%-10.261%
29Outsourcing ManagementBusiness SkillsManagement skills3 75,4057.423% 8,3823.160% -4.264%-57.439%
167ProcurementBusiness SkillsBusiness processes1 62,9376.196% 33,73312.715% 6.519%105.219%
1290Project Management softwareBusiness SkillsProject management2 29,3412.889% 7,4542.810% -0.079%-2.729%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 180,91317.810% 43,21216.288% -1.522%-8.546%
168QualityBusiness SkillsBusiness processes1 274,68527.042% 85,31232.157% 5.115%18.917%
1337Real EstateBusiness SkillsIndustry Segment2 159,80615.732% 95,14435.863% 20.131%127.959%
1335RetailBusiness SkillsIndustry Segment2 350,82634.538% 130,69949.266% 14.728%42.642%
34Risk ManagementBusiness SkillsProject management1 30,5203.005% 6,8522.583% -0.422%-14.039%
169Service OrientationBusiness SkillsBusiness processes1 7,6980.758% 1,7800.671% -0.087%-11.466%
27Supply Chain ManagementBusiness SkillsBusiness processes3 64,8296.382% 35,09113.227% 6.845%107.250%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 2,2270.219% 5000.188% -0.031%-14.036%
178TeachingBusiness SkillsManagement skills7 196,67419.362% 99,26537.417% 18.055%93.249%
190TimekeepingBusiness SkillsProject management3 66,3386.531% 31,85412.007% 5.476%83.853%
1296Timekeeping softwareBusiness SkillsProject management1 9980.098% 2360.089% -0.009%-9.458%
171Total quality management (TQM)Business SkillsBusiness processes2 1,0000.098% 2170.082% -0.017%-16.914%
180TroubleshootingBusiness SkillsManagement skills1 92,9559.151% 24,2499.140% -0.011%-0.118%
181VerificationBusiness SkillsManagement skills1 18,8821.859% 4,1561.567% -0.292%-15.726%
1338Waste ManagementBusiness SkillsIndustry Segment1 7150.070% 1960.074% 0.003%4.959%
191WorkflowBusiness SkillsProject management1 35,2753.473% 9,7083.659% 0.187%5.373%
31Working GloballyBusiness SkillsManagement skills3 8,8560.872% 1,0410.392% -0.479%-54.993%
32Working with Virtual TeamsBusiness SkillsManagement skills2 1,5160.149% 3260.123% -0.026%-17.665%
514GLTechnical SkillsSoftware development3 1,2170.120% 1900.072% -0.048%-40.223%
987Access servers & softwareTechnical SkillsNetwork10 28,5972.815% 7,1292.687% -0.128%-4.550%
38Agile Development MethodsTechnical SkillsSoftware development3 9,3710.923% 3,4861.314% 0.391%42.433%
304Algorithmic softwareTechnical SkillsBusiness applications1 60.001% 20.001% 0.000%27.628%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 9330.092% 1330.050% -0.042%-45.419%
1352AndroidTechnical SkillsMobile Platforms1 2,2250.219% 1,6070.606% 0.387%176.537%
1351Apple iOSTechnical SkillsMobile Platforms6 3,9970.393% 2,5300.954% 0.560%142.356%
120Apple operating systemsTechnical SkillsBusiness applications6 12,9521.275% 3,7511.414% 0.139%10.886%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 36,5033.594% 29,48211.113% 7.519%209.241%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 80.001% 00.000% -0.001%-100.000%
1265Backup & RecoveryTechnical SkillsTechnical applications16 76,4387.525% 16,4936.217% -1.308%-17.385%
1353BlackberryTechnical SkillsMobile Platforms2 7,5860.747% 2,3830.898% 0.151%20.276%
336Borland DelphiTechnical SkillsBusiness applications1 9620.095% 2550.096% 0.001%1.492%
337Borland JBuilderTechnical SkillsBusiness applications1 7780.077% 1240.047% -0.030%-38.975%
338Borland ParadoxTechnical SkillsBusiness applications1 750.007% 120.005% -0.003%-38.738%
72Business Continuity PlanningTechnical SkillsHardware2 34,2593.373% 3,5981.356% -2.016%-59.788%
352Cadence OpusTechnical SkillsBusiness applications1 8400.083% 3700.139% 0.057%68.652%
868CalculatorsTechnical SkillsHardware1 5660.056% 290.011% -0.045%-80.382%
39CASE ToolsTechnical SkillsSoftware development1 81,1587.990% 37,68414.205% 6.215%77.784%
367Categorization or classification softwareTechnical SkillsBusiness applications1 2,5130.247% 6100.230% -0.017%-7.059%
112CertificationTechnical SkillsMisc3 224,30322.082% 69,69326.270% 4.188%18.966%
78CiscoTechnical SkillsHardware1 175,57217.285% 75,00828.273% 10.989%63.576%
1009Cisco Systems IOSTechnical SkillsNetwork1 4,2980.423% 1,6720.630% 0.207%48.949%
40Client-ServerTechnical SkillsSoftware development1 28,7322.829% 3,3261.254% -1.575%-55.677%
1011Cluster server softwareTechnical SkillsNetwork8 12,8071.261% 2,7501.037% -0.224%-17.785%
1151Compatibility testingTechnical SkillsSoftware development1 1840.018% 590.022% 0.004%22.773%
1152CompilersTechnical SkillsSoftware development4 7,5440.743% 1,1140.420% -0.323%-43.461%
1255Compliance softwareTechnical SkillsTechnical applications3 5,6800.559% 1,5060.568% 0.008%1.518%
385Computer aided design (CAD)Technical SkillsBusiness applications12 43,8404.316% 30,52911.508% 7.192%166.631%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 1,8410.181% 6140.231% 0.050%27.698%
875Computer diagnosticsTechnical SkillsHardware5 31,8803.138% 6,8122.568% -0.571%-18.187%
1107Computer forensicsTechnical SkillsSecurity1 3,1020.305% 2720.103% -0.203%-66.427%
1266Computer HardwareTechnical SkillsHardware12 22,7102.236% 4,3361.634% -0.601%-26.896%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications1 34,5503.401% 29,56111.143% 7.741%227.596%
1015Computer serversTechnical SkillsNetwork6 74,3567.320% 17,8066.712% -0.608%-8.311%
1267Computer UtilitiesTechnical SkillsMisc1 1900.019% 400.015% -0.004%-19.393%
59Content ManagerTechnical SkillsBusiness applications1 1,0840.107% 2570.097% -0.010%-9.224%
878ControllersTechnical SkillsHardware2 4,9050.483% 8330.314% -0.169%-34.976%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 5820.057% 1180.044% -0.013%-22.370%
407Customer information control system (CICS)Technical SkillsBusiness applications2 3,9070.385% 7570.285% -0.099%-25.814%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 79,9597.872% 41,20315.531% 7.659%97.301%
953Data acquisition systemsTechnical SkillsInformation mgmt1 3,2170.317% 5270.199% -0.118%-37.277%
955Data compression softwareTechnical SkillsInformation mgmt1 1,3920.137% 3490.132% -0.005%-4.004%
956Data conversion softwareTechnical SkillsInformation mgmt1 4,2570.419% 1,1800.445% 0.026%6.132%
958Data dictionaryTechnical SkillsInformation mgmt1 2,0570.203% 6080.229% 0.027%13.172%
959Data entryTechnical SkillsInformation mgmt1 170,44416.780% 94,75435.716% 18.937%112.855%
962Data mappingTechnical SkillsInformation mgmt1 3,4970.344% 1,2130.457% 0.113%32.811%
67Data MiningTechnical SkillsInformation mgmt4 45,5164.481% 31,50311.875% 7.394%165.006%
963Data modelingTechnical SkillsInformation mgmt1 20,8002.048% 6,1432.316% 0.268%13.080%
68Data WarehousingTechnical SkillsInformation mgmt2 35,2663.472% 10,1443.824% 0.352%10.134%
69Database AdministrationTechnical SkillsInformation mgmt12 51,2535.046% 11,0854.178% -0.867%-17.190%
969Database design softwareTechnical SkillsInformation mgmt15 33,5693.305% 8,5403.219% -0.086%-2.594%
1268Database ReportingTechnical SkillsInformation mgmt2 12,6371.244% 3,0901.165% -0.079%-6.377%
1269Database SecurityTechnical SkillsInformation mgmt1 620.006% 130.005% -0.001%-19.718%
1270Database ServersTechnical SkillsInformation mgmt3 9,9070.975% 2,0910.788% -0.187%-19.187%
1271Database TestingTechnical SkillsInformation mgmt1 3800.037% 920.035% -0.003%-7.302%
1160DebuggingTechnical SkillsSoftware development7 37,2713.669% 9,6203.626% -0.043%-1.174%
418Desktop publishing softwareTechnical SkillsBusiness applications13 15,8211.558% 1,9600.739% -0.819%-52.566%
1272Development EnvironmentTechnical SkillsSoftware development13 29,2562.880% 5,7962.185% -0.695%-24.145%
1273Digital ImagingTechnical SkillsHardware1 2500.025% 280.011% -0.014%-57.117%
883Digital Signal Processor (DSP)Technical SkillsHardware2 1,1620.114% 2010.076% -0.039%-33.770%
423Disk operating system (DOS)Technical SkillsBusiness applications1 2,4200.238% 4600.173% -0.065%-27.220%
1307Doctor of PhilosophyTechnical SkillsMisc3 59,7695.884% 2,7111.022% -4.862%-82.633%
973Document management softwareTechnical SkillsInformation mgmt4 8,8700.873% 2,0800.784% -0.089%-10.214%
1020Domain name system (DNS)Technical SkillsNetwork3 23,3622.300% 5,4852.068% -0.232%-10.105%
61DreamweaverTechnical SkillsSoftware development1 5,9140.582% 9130.344% -0.238%-40.890%
54DSS/GDSSTechnical SkillsBusiness applications5 12,5111.232% 2,5210.950% -0.281%-22.848%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 370.004% 10.000% -0.003%-89.652%
62EclipseTechnical SkillsSoftware development1 10,6811.052% 2,8691.081% 0.030%2.846%
1308Electronic CommerceTechnical SkillsBusiness applications2 37,0673.649% 7,0642.663% -0.986%-27.032%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 6,5620.646% 1,8400.694% 0.048%7.362%
1023Electronic mail softwareTechnical SkillsNetwork8 15,1631.493% 3,7051.397% -0.096%-6.444%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 49,0394.828% 12,5284.722% -0.105%-2.184%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications13 79,9387.870% 40,01115.082% 7.212%91.644%
1321Environmental CertificationTechnical SkillsEnvironmental1 760.007% 130.005% -0.003%-34.507%
1329Environmental EnergyTechnical SkillsEnvironmental3 2,8890.284% 6020.227% -0.057%-20.216%
1330Environmental Energy ConservationTechnical SkillsEnvironmental3 2,2080.217% 3670.138% -0.079%-36.359%
1327Environmental PollutionTechnical SkillsEnvironmental10 34,1073.358% 29,95011.289% 7.932%236.218%
1324Environmental Pollution ControlTechnical SkillsEnvironmental4 1,8840.185% 3240.122% -0.063%-34.154%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental2 2620.026% 380.014% -0.011%-44.467%
1326Environmental Product StewardshipTechnical SkillsEnvironmental6 44,1544.347% 13,7515.183% 0.836%19.243%
1331Environmental ScienceTechnical SkillsEnvironmental1 900.009% 00.000% -0.009%-100.000%
1322Environmental TechnologyTechnical SkillsEnvironmental2 1660.016% 270.010% -0.006%-37.724%
461Expert system softwareTechnical SkillsBusiness applications1 3630.036% 720.027% -0.009%-24.056%
1359FacebookTechnical SkillsSocial Networking1 8,5850.845% 7,4632.813% 1.968%232.844%
463Facilities management softwareTechnical SkillsBusiness applications4 6,5120.641% 7440.280% -0.361%-56.255%
468Flight control softwareTechnical SkillsBusiness applications1 890.009% 110.004% -0.005%-52.677%
469Flowchart softwareTechnical SkillsBusiness applications4 2,2040.217% 6670.251% 0.034%15.873%
1112Fraud DetectionTechnical SkillsSecurity1 3,5590.350% 8870.334% -0.016%-4.575%
63FrontPageTechnical SkillsSoftware development1 7670.076% 940.035% -0.040%-53.075%
475Fund accounting softwareTechnical SkillsBusiness applications1 3900.038% 1120.042% 0.004%9.957%
1260GamingTechnical SkillsMisc2 14,3071.408% 5,6642.135% 0.726%51.580%
113Generic databasesTechnical SkillsInformation mgmt2 95,0809.360% 23,2298.756% -0.604%-6.457%
1365Google AppsTechnical SkillsBusiness applications4 1,2820.126% 7320.276% 0.150%118.621%
1364Google PlusTechnical SkillsSocial Networking1 10.000% 10.000% 0.000%282.885%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications27 83,7128.241% 38,55914.534% 6.293%76.362%
484Graphic softwareTechnical SkillsBusiness applications15 94,3849.292% 44,46316.760% 7.468%80.372%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 10,7391.057% 2,4250.914% -0.143%-13.540%
1323Green ITTechnical SkillsEnvironmental6 2,7240.268% 9310.351% 0.083%30.861%
893Guidance systemsTechnical SkillsHardware1 660.006% 320.012% 0.006%85.641%
895Hardware description language (HDL)Technical SkillsHardware2 770.008% 140.005% -0.002%-30.385%
1277Hardware DesignTechnical SkillsHardware19 4,2520.419% 7840.296% -0.123%-29.402%
1278Hardware TestingTechnical SkillsHardware4 1,4760.145% 2370.089% -0.056%-38.521%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 4790.047% 420.016% -0.031%-66.428%
492Helpdesk or call centerTechnical SkillsBusiness applications2 116,33711.453% 53,92920.328% 8.875%77.489%
114IBM databasesTechnical SkillsInformation mgmt2 18,9441.865% 4,9401.862% -0.003%-0.156%
121IBM operating systemsTechnical SkillsBusiness applications4 22,3962.205% 4,0401.523% -0.682%-30.932%
898Image capture devicesTechnical SkillsHardware8 3,8000.374% 7000.264% -0.110%-29.469%
524Industrial control softwareTechnical SkillsBusiness applications3 3,1550.311% 5890.222% -0.089%-28.520%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 9,3720.923% 2,3380.881% -0.041%-4.483%
899InfraredTechnical SkillsHardware1 2,7800.274% 230.009% -0.265%-96.832%
1180InstallationTechnical SkillsSoftware development1 81,2097.995% 15,8495.974% -2.021%-25.275%
901Interface definition language (IDL)Technical SkillsHardware1 1200.012% 160.006% -0.006%-48.949%
536Internet browser softwareTechnical SkillsBusiness applications4 4,6520.458% 8270.312% -0.146%-31.933%
541Inventory management softwareTechnical SkillsBusiness applications3 4,3050.424% 9400.354% -0.069%-16.397%
73IT Architecture/StandardsTechnical SkillsHardware2 11,7371.155% 1,7150.646% -0.509%-44.053%
1357Java METechnical SkillsMobile Platforms2 3790.037% 360.014% -0.024%-63.631%
1035KernelTechnical SkillsNetwork1 3,7720.371% 7400.279% -0.092%-24.885%
907LasersTechnical SkillsHardware1 2820.028% 310.012% -0.016%-57.910%
1038License management softwareTechnical SkillsNetwork1 4690.046% 1440.054% 0.008%17.559%
1361LinkedInTechnical SkillsSocial Networking1 8,4190.829% 1,5460.583% -0.246%-29.690%
908Mainframe computersTechnical SkillsHardware2 56,5465.567% 34,07112.843% 7.276%130.702%
124Mainframe operating systemsTechnical SkillsBusiness applications7 15,0841.485% 2,1710.818% -0.667%-44.892%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 20,3051.999% 4,0991.545% -0.454%-22.707%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 5,7390.565% 1,4810.558% -0.007%-1.193%
1281Medical softwareTechnical SkillsBusiness applications8 8,4680.834% 1,8880.712% -0.122%-14.633%
115Microsoft databasesTechnical SkillsInformation mgmt5 98,6979.716% 25,4729.601% -0.115%-1.184%
119Microsoft operating systemsTechnical SkillsBusiness applications4 156,96415.453% 33,96212.802% -2.651%-17.156%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 1,4640.144% 6760.255% 0.111%76.796%
625MultimediaTechnical SkillsBusiness applications1 121,87511.998% 64,11524.167% 12.169%101.425%
1362MySpaceTechnical SkillsSocial Networking1 6400.063% 1560.059% -0.004%-6.672%
74Network administrationTechnical SkillsHardware11 98,5819.705% 42,35515.965% 6.260%64.505%
1282Network Administration softwareTechnical SkillsNetwork17 45,2304.453% 10,9554.129% -0.323%-7.263%
1283Network HardwareTechnical SkillsNetwork11 34,4563.392% 7,2932.749% -0.643%-18.958%
1284Network Monitoring softwareTechnical SkillsNetwork13 18,6781.839% 4,9001.847% 0.008%0.446%
1059Network operation system software (NOS)Technical SkillsNetwork2 1,8430.181% 6640.250% 0.069%37.947%
1122Network securityTechnical SkillsSecurity1 25,5072.511% 5,8232.195% -0.316%-12.591%
1285Network Security softwareTechnical SkillsSecurity31 62,1186.115% 13,3505.032% -1.083%-17.713%
1286Network softwareTechnical SkillsNetwork5 12,4281.224% 3,0961.167% -0.056%-4.618%
1287Network TestingTechnical SkillsNetwork11 20,4182.010% 2,1380.806% -1.204%-59.908%
1065Novell network softwareTechnical SkillsNetwork2 1,3590.134% 1580.060% -0.074%-55.485%
643OberonTechnical SkillsBusiness applications1 1040.010% 40.002% -0.009%-85.274%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 57,9615.706% 13,7115.168% -0.538%-9.426%
1288Office ApplicationsTechnical SkillsBusiness applications13 161,00615.851% 33,45012.609% -3.242%-20.453%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 7,5460.743% 2,0260.764% 0.021%2.799%
116Open-source databasesTechnical SkillsInformation mgmt4 27,2742.685% 7,2252.723% 0.038%1.428%
118Open-source operating systemsTechnical SkillsBusiness applications8 85,8488.451% 21,1097.957% -0.495%-5.853%
56Operating SystemsTechnical SkillsBusiness applications3 64,0426.305% 15,8835.987% -0.318%-5.041%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 5490.054% 940.035% -0.019%-34.442%
117Oracle databasesTechnical SkillsInformation mgmt1 163,79116.125% 59,52122.436% 6.311%39.139%
1354Palm OSTechnical SkillsMobile Platforms3 2330.023% 890.034% 0.011%46.252%
1289Physical ToolsTechnical SkillsHardware1 460.005% 70.003% -0.002%-41.735%
683Point of sale (POS)Technical SkillsBusiness applications3 4,5740.450% 1,1260.424% -0.026%-5.744%
931PrintersTechnical SkillsHardware3 9,4230.928% 2,0770.783% -0.145%-15.605%
43ProgrammingTechnical SkillsSoftware development1 159,77715.730% 34,14212.869% -2.860%-18.183%
700ProvisioningTechnical SkillsBusiness applications1 9,7500.960% 2,7811.048% 0.088%9.211%
1258Rate ControlTechnical SkillsTechnical applications1 70.001% 10.000% -0.000%-45.302%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 9,8170.966% 2,3850.899% -0.067%-6.980%
1077Remote control softwareTechnical SkillsNetwork2 1,0520.104% 2460.093% -0.011%-10.466%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 5320.052% 1180.044% -0.008%-15.074%
1262RoboticsTechnical SkillsHardware2 2,1270.209% 3450.130% -0.079%-37.896%
1318RSATechnical SkillsSecurity1 2,4390.240% 9960.375% 0.135%56.356%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 8,6970.856% 2,2220.838% -0.019%-2.177%
44SDLCTechnical SkillsSoftware development7 80,4387.919% 24,2219.130% 1.211%15.292%
1132Secure shell (SSH)Technical SkillsSecurity1 680.007% 240.009% 0.002%35.136%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 10,0440.989% 2,1910.826% -0.163%-16.477%
76SecurityTechnical SkillsHardware4 668,51665.813% 263,69099.395% 33.582%51.025%
1315Security ClearanceTechnical SkillsMisc2 101,3139.974% 10,5813.988% -5.986%-60.012%
1135Security testing softwareTechnical SkillsSecurity1 1,8840.185% 3530.133% -0.052%-28.260%
60Sharepoint ServerTechnical SkillsBusiness applications1 3,6320.358% 1,0950.413% 0.055%15.435%
1084Signal generatorsTechnical SkillsNetwork1 2090.021% 520.020% -0.001%-4.737%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 6,6170.651% 1,3020.491% -0.161%-24.661%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 15,7691.552% 4,9421.863% 0.310%19.996%
1220Simulation softwareTechnical SkillsSoftware development5 11,4221.124% 1,2140.458% -0.667%-59.305%
1366Social NetworkTechnical SkillsSocial Networking1 1,7680.174% 5850.221% 0.046%26.690%
1358Social NetworkingTechnical SkillsSocial Networking1 5,7050.562% 1,1780.444% -0.118%-20.940%
42Software DevelopmentTechnical SkillsSoftware development2 278,78527.446% 89,79933.849% 6.403%23.330%
1291Software Development softwareTechnical SkillsSoftware development2 1,4210.140% 2800.106% -0.034%-24.555%
1309Software EngineeringTechnical SkillsSoftware development1 184,75418.188% 78,97329.768% 11.579%63.664%
1292Software InstallationTechnical SkillsSoftware development4 83,3088.201% 20,7267.812% -0.389%-4.743%
1223Software librariesTechnical SkillsSoftware development1 1010.010% 360.014% 0.004%36.474%
1293Software MaintenanceTechnical SkillsSoftware development1 3,3550.330% 1,0590.399% 0.069%20.857%
1294Software TestingTechnical SkillsSoftware development14 68,5836.752% 18,3926.933% 0.181%2.679%
1225Source code management (SCM)Technical SkillsSoftware development5 18,1371.786% 4,8261.819% 0.034%1.880%
1229Static analysis softwareTechnical SkillsSoftware development1 2190.022% 1020.038% 0.017%78.330%
772Statistical analysis softwareTechnical SkillsBusiness applications21 87,4328.607% 41,15315.512% 6.905%80.218%
1230Stress testing softwareTechnical SkillsSoftware development1 1,3700.135% 4190.158% 0.023%17.101%
122Sun operating systemsTechnical SkillsBusiness applications3 32,8163.231% 6,8362.577% -0.654%-20.240%
939Surveillance systemsTechnical SkillsHardware5 11,8181.163% 1,1160.421% -0.743%-63.843%
791Symantec softwareTechnical SkillsBusiness applications1 6,5180.642% 1,8820.709% 0.068%10.554%
1355SymbianTechnical SkillsMobile Platforms1 110.001% 40.002% 0.000%39.231%
1310System AdministrationTechnical SkillsNetwork4 60,3675.943% 11,2204.229% -1.714%-28.836%
45System TestingTechnical SkillsSoftware development5 12,6121.242% 3,7041.396% 0.155%12.449%
46Systems AnalysisTechnical SkillsSoftware development8 69,7666.868% 16,5776.249% -0.620%-9.023%
47Systems DesignTechnical SkillsSoftware development1 11,4511.127% 2,2440.846% -0.281%-24.968%
1233Systems EvaluationTechnical SkillsSoftware development1 3220.032% 390.015% -0.017%-53.626%
1234Systems integrationTechnical SkillsSoftware development8 70,3876.929% 9,0193.400% -3.530%-50.939%
75TCP/IPTechnical SkillsHardware3 38,6163.802% 8,4823.197% -0.604%-15.899%
1235Technology DesignTechnical SkillsSoftware development1 1,2330.121% 1830.069% -0.052%-43.173%
1236TemplatesTechnical SkillsSoftware development1 13,0421.284% 3,5521.339% 0.055%4.279%
1239Test implementationTechnical SkillsSoftware development1 2060.020% 480.018% -0.002%-10.784%
1302TestingTechnical SkillsSoftware development1 210,52920.726% 54,54620.561% -0.165%-0.798%
1297Training softwareTechnical SkillsBusiness applications3 1,7970.177% 2160.081% -0.095%-53.977%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 1,6530.163% 3060.115% -0.047%-29.121%
1360TwitterTechnical SkillsSocial Networking1 15,2331.500% 2,0370.768% -0.732%-48.800%
123UNIX operating systemsTechnical SkillsBusiness applications5 134,99813.290% 51,12819.272% 5.982%45.011%
1298UNIX ShellsTechnical SkillsBusiness applications4 18,0171.774% 4,7741.800% 0.026%1.454%
48User-Interface DesignTechnical SkillsSoftware development2 70,0706.898% 21,0177.922% 1.024%14.844%
836Video creation and editing softwareTechnical SkillsBusiness applications3 1,5000.148% 3060.115% -0.032%-21.892%
64Visual StudioTechnical SkillsSoftware development1 19,0811.878% 5,4412.051% 0.172%9.181%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 2,1680.213% 1460.055% -0.158%-74.215%
77Voice/Data TelecomTechnical SkillsHardware9 124,33512.240% 32,24012.153% -0.088%-0.718%
1299Web Application ServerTechnical SkillsBusiness applications8 37,6273.704% 8,6473.259% -0.445%-12.010%
1248Web platform development softwareTechnical SkillsSoftware development4 2,4690.243% 5140.194% -0.049%-20.291%
65web programmerTechnical SkillsSoftware development4 55,5855.472% 17,6206.642% 1.169%21.371%
58Web serversTechnical SkillsBusiness applications6 47,6854.694% 11,7234.419% -0.276%-5.871%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 33,7483.322% 8,6233.250% -0.072%-2.169%
1356Windows CETechnical SkillsMobile Platforms4 3,1240.308% 7020.265% -0.043%-13.961%
1102WirelessTechnical SkillsNetwork5 29,9092.944% 7,0762.667% -0.277%-9.415%
1363YouTubeTechnical SkillsSocial Networking2 2310.023% 1470.055% 0.033%143.654%
79.NETProgramming SkillsCurrent1 102,36010.077% 47,26617.816% 7.739%76.802%
209A programming language (APL)Programming SkillsLegacy2 1,1620.114% 2130.080% -0.034%-29.815%
99AdaProgramming SkillsLegacy1 2,8930.285% 4680.176% -0.108%-38.061%
80AJAXProgramming SkillsCurrent1 32,3953.189% 8,9143.360% 0.171%5.357%
192Apple AppleScriptProgramming SkillsCurrent1 880.009% 110.004% -0.005%-52.139%
81ASPProgramming SkillsCurrent2 52,3295.152% 12,1254.570% -0.581%-11.283%
108AssemblyProgramming SkillsLegacy2 1,3760.135% 1950.074% -0.062%-45.739%
211AWKProgramming SkillsLegacy1 8920.088% 2680.101% 0.013%15.037%
212BProgramming SkillsLegacy1 12,8131.261% 6,3072.377% 1.116%88.469%
83C#Programming SkillsCurrent2 88,7238.735% 44,12716.633% 7.899%90.430%
82C/C++Programming SkillsCurrent3 115,68411.389% 47,29917.829% 6.440%56.548%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 38,2363.764% 11,2964.258% 0.494%13.115%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 2160.021% 670.025% 0.004%18.765%
84CGIProgramming SkillsCurrent2 3,9020.384% 1,5170.572% 0.188%48.856%
217ClipperProgramming SkillsLegacy1 910.009% 320.012% 0.003%34.641%
218CLUProgramming SkillsLegacy1 1250.012% 40.002% -0.011%-87.748%
100CobolProgramming SkillsLegacy1 6,3160.622% 1,5880.599% -0.023%-3.733%
85ColdFusionProgramming SkillsCurrent2 5,6930.560% 9890.373% -0.188%-33.484%
219Combined programming language (CPL)Programming SkillsLegacy1 1030.010% 80.003% -0.007%-70.261%
195Component object model (COM)Programming SkillsCurrent1 290.003% 130.005% 0.002%71.638%
125Database programmingProgramming SkillsCurrent3 14,3901.417% 3,9791.500% 0.083%5.872%
196Distributed component object model (DCOM)Programming SkillsCurrent1 8000.079% 1570.059% -0.020%-24.859%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 3,1840.313% 7350.277% -0.036%-11.614%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 1,1550.114% 3650.138% 0.024%20.998%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 6,4570.636% 1,6430.619% -0.016%-2.574%
109ForthProgramming SkillsLegacy1 2,7590.272% 8740.329% 0.058%21.291%
102FortranProgramming SkillsLegacy1 7410.073% 890.034% -0.039%-54.012%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 157,65815.521% 18,3446.915% -8.606%-55.450%
222JProgramming SkillsLegacy1 4,1830.412% 5120.193% -0.219%-53.135%
87Java/J2EE/J2PProgramming SkillsCurrent4 151,52114.917% 58,37322.003% 7.086%47.505%
97JavaScriptProgramming SkillsCurrent3 57,6925.680% 16,5546.240% 0.560%9.864%
89JavaServer FacesProgramming SkillsCurrent3 6,1390.604% 1,5510.585% -0.020%-3.265%
88JavaServer PagesProgramming SkillsCurrent3 25,2562.486% 6,0532.282% -0.205%-8.236%
223Job control language (JCL)Programming SkillsLegacy2 6,0150.592% 8680.327% -0.265%-44.747%
126LAMPProgramming SkillsCurrent1 7,6440.753% 2,0750.782% 0.030%3.936%
104LispProgramming SkillsLegacy1 3920.039% 820.031% -0.008%-19.907%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 2940.029% 860.032% 0.003%12.000%
201Microsoft ActiveXProgramming SkillsCurrent1 7760.076% 1890.071% -0.005%-6.746%
107PascalProgramming SkillsLegacy1 3290.032% 390.015% -0.018%-54.612%
90PerlProgramming SkillsCurrent1 35,6233.507% 8,3183.135% -0.372%-10.596%
91PHPProgramming SkillsCurrent1 24,4372.406% 5,8972.223% -0.183%-7.604%
103PL/1Programming SkillsLegacy2 810.008% 320.012% 0.004%51.263%
105PrologProgramming SkillsLegacy1 5010.049% 190.007% -0.042%-85.479%
95PythonProgramming SkillsCurrent1 14,8151.458% 3,9471.488% 0.029%2.008%
228Register transfer language (RTL)Programming SkillsLegacy1 6,2380.614% 3,8351.446% 0.831%135.390%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 1210.012% 240.009% -0.003%-24.056%
206Scripting languagesProgramming SkillsCurrent1 8,2710.814% 2,3280.878% 0.063%7.769%
101SmalltalkProgramming SkillsLegacy1 1400.014% 320.012% -0.002%-12.483%
92SQLProgramming SkillsCurrent3 223,33621.987% 80,38230.299% 8.312%37.806%
110TCLProgramming SkillsLegacy1 1,4150.139% 2990.113% -0.027%-19.094%
98Unified Modeling LanguageProgramming SkillsCurrent2 20,1041.979% 4,1301.557% -0.422%-21.343%
93Visual BasicProgramming SkillsCurrent6 48,6414.789% 10,6554.016% -0.772%-16.128%
207Web service definition language (WSDL)Programming SkillsCurrent2 4,3880.432% 1,3720.517% 0.085%19.717%
94XMLProgramming SkillsCurrent2 74,7477.359% 18,6737.039% -0.320%-4.349%
1342Computer ScienceMajorsComputer Science2 283,32627.893% 72,51927.335% -0.557%-1.998%
1344Information TechnologyMajorsInformation Technology3 1,015,774100.000% 265,295100.000% 0.000%0.000%
1343Management Information SystemsMajorsManagement Information Systems9 170,95316.830% 41,25815.552% -1.278%-7.594%