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Skill Frequencies: April, 2007 through 2017-11-09

All Degrees

All Degree Programs

2017-11-09Jobs Found:4,052,474Click 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 10,9470.270% 1,4840.388% 0.117%43.485%
2Attention to DetailsSoft SkillsProblem-solving skills1 14,2860.353% 1,5650.409% 0.056%15.950%
8Conflict ResolutionSoft SkillsInterpersonal skills1 22,7620.562% 2,6020.680% 0.118%20.995%
231CooperationSoft SkillsInterpersonal skills1 30,0470.741% 2,2840.597% -0.145%-19.543%
3CreativitySoft SkillsProblem-solving skills3 120,2462.967% 14,1573.698% 0.730%24.615%
4Critical thinkingSoft SkillsProblem-solving skills3 50,4491.245% 7,7012.011% 0.766%61.571%
1300FlexibilitySoft SkillsWork ethic1 177,8554.389% 13,5423.537% -0.852%-19.409%
232IndependenceSoft SkillsInterpersonal skills1 19,7430.487% 1,6440.429% -0.058%-11.863%
13Initiative/Motivation to workSoft SkillsWork ethic5 482,89011.916% 44,33911.581% -0.335%-2.813%
256InnovationSoft SkillsProblem-solving skills1 277,6856.852% 33,1418.656% 1.804%26.323%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 376,2299.284% 29,6007.731% -1.553%-16.726%
1422InternshipSoft SkillsWork ethic3 85,0782.099% 3,0420.795% -1.305%-62.155%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 2,1000.052% 1660.043% -0.008%-16.332%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 259,0136.391% 27,4997.182% 0.791%12.374%
10LeadershipSoft SkillsInterpersonal skills1 810,49720.000% 82,91021.655% 1.655%8.274%
258LearningSoft SkillsProblem-solving skills1 328,2568.100% 37,6569.835% 1.735%21.420%
1Learning AbilitySoft SkillsProblem-solving skills3 68,5681.692% 7,6992.011% 0.319%18.845%
236ListeningSoft SkillsLanguage skills1 88,9472.195% 7,3771.927% -0.268%-12.216%
260MathematicsSoft SkillsProblem-solving skills3 209,3265.165% 22,2285.806% 0.640%12.395%
261MemorizationSoft SkillsProblem-solving skills1 1180.003% 20.001% -0.002%-82.060%
18Negotiation SkillsSoft SkillsLanguage skills1 34,2740.846% 2,4910.651% -0.195%-23.073%
262OptimizationSoft SkillsProblem-solving skills1 197,8004.881% 22,8725.974% 1.093%22.390%
19Oral CommunicationsSoft SkillsLanguage skills3 63,2221.560% 5,3881.407% -0.153%-9.795%
273PersistenceSoft SkillsWork ethic1 14,7750.365% 1,8920.494% 0.130%35.538%
239PersuasionSoft SkillsLanguage skills1 5,8080.143% 4840.126% -0.017%-11.796%
1301Physical SkillSoft SkillsWork ethic2 3,8700.095% 4730.124% 0.028%29.366%
240PresentationsSoft SkillsLanguage skills1 185,8734.587% 14,8453.877% -0.709%-15.466%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 706,52217.434% 74,36119.422% 1.988%11.401%
20Questioning skillsSoft SkillsLanguage skills1 1,1300.028% 1330.035% 0.007%24.578%
241Reading ComprehensionSoft SkillsLanguage skills1 9810.024% 920.024% -0.000%-0.737%
6Research skillsSoft SkillsProblem-solving skills1 6,6800.165% 6020.157% -0.008%-4.613%
15ResponsibilitySoft SkillsWork ethic2 367,6389.072% 28,1997.365% -1.707%-18.814%
234Self ControlSoft SkillsInterpersonal skills1 4130.010% 540.014% 0.004%38.393%
11Self-esteemSoft SkillsInterpersonal skills1 2490.006% 690.018% 0.012%193.304%
16Self-managementSoft SkillsWork ethic1 4,5150.111% 6080.159% 0.047%42.533%
250Stress ToleranceSoft SkillsPhysical skills1 6060.015% 840.022% 0.007%46.715%
12TeamworkSoft SkillsInterpersonal skills1 162,0163.998% 14,6173.818% -0.180%-4.508%
17Time ManagementSoft SkillsWork ethic2 135,4293.342% 13,4493.513% 0.171%5.111%
268VisualizationSoft SkillsProblem-solving skills1 40,6771.004% 9,6722.526% 1.522%151.673%
7Working under pressureSoft SkillsProblem-solving skills1 2,0320.050% 2190.057% 0.007%14.075%
21Written CommunicationsSoft SkillsLanguage skills4 596,93914.730% 57,67815.065% 0.334%2.270%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 299,0897.380% 21,4855.612% -1.769%-23.967%
172Account managementBusiness SkillsManagement skills1 41,6861.029% 3,2440.847% -0.181%-17.632%
22AccountingBusiness SkillsBusiness processes4 480,27711.851% 17,0614.456% -7.395%-62.401%
1263Accounting softwareBusiness SkillsBusiness processes7 58,1601.435% 2,2260.581% -0.854%-59.489%
174AdministrationBusiness SkillsManagement skills3 993,37324.513% 72,39918.910% -5.603%-22.858%
1313AnalystBusiness SkillsProject management1 683,99916.879% 57,20114.940% -1.938%-11.485%
175Application managementBusiness SkillsManagement skills5 280,0216.910% 29,9417.820% 0.910%13.173%
150Asset managementBusiness SkillsBusiness processes1 53,1951.313% 4,7011.228% -0.085%-6.462%
151AuditingBusiness SkillsBusiness processes5 239,1195.901% 17,6034.598% -1.303%-22.081%
1264Auditing softwareBusiness SkillsBusiness processes1 2140.005% 20.001% -0.005%-90.108%
152BillingBusiness SkillsBusiness processes1 108,8922.687% 4,6591.217% -1.470%-54.714%
1314Business AnalystBusiness SkillsProject management1 258,7856.386% 19,8575.186% -1.199%-18.784%
35Business IntelligenceBusiness SkillsStrategy skills1 169,7224.188% 17,2854.515% 0.326%7.795%
155Business performance management (BPM)Business SkillsBusiness processes2 25,0540.618% 2,7900.729% 0.110%17.868%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 59,4321.467% 1,5520.405% -1.061%-72.360%
36Business StrategyBusiness SkillsStrategy skills3 732,89218.085% 65,77817.180% -0.905%-5.003%
182Calendar and schedulingBusiness SkillsProject management3 157,0423.875% 11,7703.074% -0.801%-20.671%
156Capacity planningBusiness SkillsBusiness processes1 80,8021.994% 7,2491.893% -0.101%-5.043%
28Change ManagementBusiness SkillsManagement skills1 155,5553.839% 16,5994.335% 0.497%12.945%
183Content workflowBusiness SkillsProject management1 1610.004% 150.004% -0.000%-1.387%
24Contracting and legalBusiness SkillsBusiness processes2 270,8176.683% 16,6374.345% -2.337%-34.977%
176CoordinationBusiness SkillsManagement skills1 185,3254.573% 15,4814.043% -0.530%-11.583%
157Cost accountingBusiness SkillsBusiness processes1 6,1140.151% 2090.055% -0.096%-63.818%
158Cost estimationBusiness SkillsBusiness processes1 3,0810.076% 2500.065% -0.011%-14.115%
1312Customer SupportBusiness SkillsBusiness processes6 782,49319.309% 61,87916.162% -3.147%-16.299%
1339EducationBusiness SkillsIndustry Segment1 34,9420.862% 2,7320.714% -0.149%-17.244%
1333EnergyBusiness SkillsIndustry Segment1 194,3534.796% 16,8124.391% -0.405%-8.442%
1340EntertainmentBusiness SkillsIndustry Segment1 223,0245.503% 7,1321.863% -3.641%-66.152%
1319EnvironmentalBusiness SkillsEnvironmental15 164,6844.064% 7,5991.985% -2.079%-51.160%
1320Environmental StrategyBusiness SkillsEnvironmental7 23,8860.589% 6,8441.788% 1.198%203.274%
161FinancialBusiness SkillsBusiness processes2 990,94124.453% 68,46517.882% -6.571%-26.871%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 4,6340.114% 790.021% -0.094%-81.956%
1332Health CareBusiness SkillsIndustry Segment2 663,35216.369% 44,78711.698% -4.671%-28.538%
177Human resourcesBusiness SkillsManagement skills2 320,5847.911% 7,6602.001% -5.910%-74.710%
1336InsuranceBusiness SkillsIndustry Segment1 22,8990.565% 2,3110.604% 0.039%6.820%
1316Managing/SupervisionBusiness SkillsManagement skills5 1,615,60639.867% 114,38829.876% -9.991%-25.060%
1334ManufacturingBusiness SkillsIndustry Segment2 350,1128.639% 17,3194.523% -4.116%-47.642%
26MarketingBusiness SkillsBusiness processes1 513,04712.660% 24,9266.510% -6.150%-48.576%
185MonitoringBusiness SkillsProject management1 441,60210.897% 50,20313.112% 2.215%20.328%
179NegotiationBusiness SkillsManagement skills1 134,9493.330% 10,8632.837% -0.493%-14.798%
163Operation and ControlBusiness SkillsBusiness processes2 2,1120.052% 1710.045% -0.007%-14.302%
29Outsourcing ManagementBusiness SkillsManagement skills3 150,8973.724% 6,8641.793% -1.931%-51.853%
167ProcurementBusiness SkillsBusiness processes1 113,8712.810% 5,4151.414% -1.396%-49.667%
1290Project Management softwareBusiness SkillsProject management2 110,4992.727% 9,0172.355% -0.372%-13.628%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 701,20817.303% 58,92315.390% -1.913%-11.058%
168QualityBusiness SkillsBusiness processes1 1,164,07128.725% 118,07630.840% 2.115%7.362%
1337Real EstateBusiness SkillsIndustry Segment2 186,4424.601% 3,6590.956% -3.645%-79.228%
1335RetailBusiness SkillsIndustry Segment2 799,95819.740% 39,01010.189% -9.551%-48.385%
34Risk ManagementBusiness SkillsProject management1 116,7462.881% 12,0193.139% 0.258%8.967%
169Service OrientationBusiness SkillsBusiness processes1 27,9100.689% 2,3380.611% -0.078%-11.335%
27Supply Chain ManagementBusiness SkillsBusiness processes3 149,7103.694% 9,1572.392% -1.303%-35.260%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 7,8320.193% 4140.108% -0.085%-44.050%
178TeachingBusiness SkillsManagement skills7 275,5866.800% 8,5092.222% -4.578%-67.319%
190TimekeepingBusiness SkillsProject management3 111,1412.743% 3,9291.026% -1.716%-62.582%
1296Timekeeping softwareBusiness SkillsProject management1 4,5010.111% 3730.097% -0.014%-12.286%
171Total quality management (TQM)Business SkillsBusiness processes2 4,5120.111% 1980.052% -0.060%-53.552%
180TroubleshootingBusiness SkillsManagement skills1 508,19512.540% 56,02214.632% 2.092%16.680%
181VerificationBusiness SkillsManagement skills1 254,8476.289% 109,44428.585% 22.296%354.550%
1338Waste ManagementBusiness SkillsIndustry Segment1 4,2760.106% 3630.095% -0.011%-10.146%
191WorkflowBusiness SkillsProject management1 171,5204.232% 17,1814.487% 0.255%6.024%
31Working GloballyBusiness SkillsManagement skills3 23,4280.578% 6080.159% -0.419%-72.531%
32Working with Virtual TeamsBusiness SkillsManagement skills2 7,2130.178% 5500.144% -0.034%-19.292%
514GLTechnical SkillsSoftware development3 5,7050.141% 2410.063% -0.078%-55.287%
987Access servers & softwareTechnical SkillsNetwork10 124,3133.068% 13,4283.507% 0.440%14.331%
38Agile Development MethodsTechnical SkillsSoftware development13 235,2015.804% 50,41813.168% 7.365%126.890%
304Algorithmic softwareTechnical SkillsBusiness applications1 1100.003% 30.001% -0.002%-71.133%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 4,2530.105% 2400.063% -0.042%-40.271%
1352AndroidTechnical SkillsMobile Platforms3 67,7731.672% 16,7614.378% 2.705%161.765%
1351Apple iOSTechnical SkillsMobile Platforms6 51,9961.283% 8,7852.295% 1.011%78.830%
120Apple operating systemsTechnical SkillsBusiness applications6 103,7442.560% 15,6974.100% 1.540%60.148%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 42,4191.047% 2610.068% -0.979%-93.487%
1423Artificial IntelligenceTechnical SkillsInformation mgmt5 61,0971.508% 14,8283.873% 2.365%156.881%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 1600.004% 290.008% 0.004%91.843%
1265Backup & RecoveryTechnical SkillsTechnical applications16 311,0427.675% 25,6956.711% -0.964%-12.562%
1386BiometricTechnical SkillsInformation mgmt2 10,4110.257% 1,7070.446% 0.189%73.544%
1353BlackberryTechnical SkillsMobile Platforms2 32,1090.792% 1,3570.354% -0.438%-55.268%
336Borland DelphiTechnical SkillsBusiness applications1 6,0300.149% 5570.145% -0.003%-2.230%
337Borland JBuilderTechnical SkillsBusiness applications1 4,1030.101% 360.009% -0.092%-90.713%
338Borland ParadoxTechnical SkillsBusiness applications1 3480.009% 170.004% -0.004%-48.294%
72Business Continuity PlanningTechnical SkillsHardware2 68,0291.679% 4,1041.072% -0.607%-36.147%
352Cadence OpusTechnical SkillsBusiness applications1 2,0010.049% 1020.027% -0.023%-46.046%
868CalculatorsTechnical SkillsHardware1 3,6210.089% 3110.081% -0.008%-9.092%
39CASE ToolsTechnical SkillsSoftware development1 210,7775.201% 14,1713.701% -1.500%-28.838%
367Categorization or classification softwareTechnical SkillsBusiness applications1 16,3370.403% 1,6100.421% 0.017%4.309%
112CertificationTechnical SkillsMisc3 734,90918.135% 65,97017.230% -0.904%-4.987%
78CiscoTechnical SkillsHardware1 321,5697.935% 20,4285.335% -2.600%-32.761%
1009Cisco Systems IOSTechnical SkillsNetwork1 71,4051.762% 17,7884.646% 2.884%163.674%
40Client-ServerTechnical SkillsSoftware development1 89,1612.200% 4,6401.212% -0.988%-44.918%
1011Cluster server softwareTechnical SkillsNetwork8 62,4691.542% 6,9981.828% 0.286%18.571%
1147CMAKETechnical SkillsSoftware development1 6590.016% 3650.095% 0.079%486.241%
1151Compatibility testingTechnical SkillsSoftware development1 1,8800.046% 5630.147% 0.101%216.971%
1152CompilersTechnical SkillsSoftware development5 38,0200.938% 2,9230.763% -0.175%-18.626%
1255Compliance softwareTechnical SkillsTechnical applications3 21,9890.543% 2,3570.616% 0.073%13.455%
385Computer aided design (CAD)Technical SkillsBusiness applications12 73,5151.814% 3,1040.811% -1.003%-55.310%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 6,4920.160% 6020.157% -0.003%-1.851%
875Computer diagnosticsTechnical SkillsHardware5 162,1604.002% 16,0034.180% 0.178%4.454%
1107Computer forensicsTechnical SkillsSecurity1 9,0510.223% 5220.136% -0.087%-38.956%
1266Computer HardwareTechnical SkillsHardware15 90,5042.233% 7,7822.033% -0.201%-8.989%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 37,0330.914% 2150.056% -0.858%-93.855%
1015Computer serversTechnical SkillsNetwork6 364,7028.999% 32,0598.373% -0.626%-6.958%
1267Computer UtilitiesTechnical SkillsMisc1 2,3270.057% 3510.092% 0.034%59.654%
59Content ManagerTechnical SkillsBusiness applications1 4,1320.102% 2000.052% -0.050%-48.768%
1396Continuous ImprovementTechnical SkillsSoftware development1 67,7271.671% 9,3622.445% 0.774%46.311%
878ControllersTechnical SkillsHardware3 24,9360.615% 3,2330.844% 0.229%37.230%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 4,6860.116% 4760.124% 0.009%7.516%
407Customer information control system (CICS)Technical SkillsBusiness applications2 15,5640.384% 1,1130.291% -0.093%-24.309%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 236,5205.836% 18,2414.764% -1.072%-18.370%
1368Cyber SecurityTechnical SkillsInformation mgmt3 59,9961.480% 10,3472.702% 1.222%82.541%
953Data acquisition systemsTechnical SkillsInformation mgmt1 19,3870.478% 1,8350.479% 0.001%0.183%
955Data compression softwareTechnical SkillsInformation mgmt1 12,6780.313% 1,0850.283% -0.029%-9.417%
956Data conversion softwareTechnical SkillsInformation mgmt1 18,0450.445% 1,5620.408% -0.037%-8.379%
958Data dictionaryTechnical SkillsInformation mgmt1 10,4790.259% 8810.230% -0.028%-11.013%
959Data entryTechnical SkillsInformation mgmt1 188,5384.652% 1,7090.446% -4.206%-90.406%
962Data mappingTechnical SkillsInformation mgmt1 20,0440.495% 2,4090.629% 0.135%27.210%
67Data MiningTechnical SkillsInformation mgmt5 103,9762.566% 9,8532.573% 0.008%0.301%
963Data modelingTechnical SkillsInformation mgmt1 123,4343.046% 12,7203.322% 0.276%9.074%
68Data WarehousingTechnical SkillsInformation mgmt2 191,3784.722% 18,6004.858% 0.136%2.870%
69Database AdministrationTechnical SkillsInformation mgmt12 248,1476.123% 24,1206.300% 0.176%2.881%
969Database design softwareTechnical SkillsInformation mgmt15 199,9864.935% 17,8964.674% -0.261%-5.284%
1268Database ReportingTechnical SkillsInformation mgmt3 59,9841.480% 3,1080.812% -0.668%-45.158%
1269Database SecurityTechnical SkillsInformation mgmt2 6440.016% 700.018% 0.002%15.049%
1373Database SecurityTechnical SkillsInformation mgmt1 8850.022% 820.021% -0.000%-1.929%
1270Database ServersTechnical SkillsInformation mgmt3 50,4411.245% 2,4890.650% -0.595%-47.771%
1271Database TestingTechnical SkillsInformation mgmt1 3,3660.083% 5520.144% 0.061%73.578%
1160DebuggingTechnical SkillsSoftware development7 263,9616.514% 30,3337.923% 1.409%21.631%
1385DecryptionTechnical SkillsInformation mgmt1 1,2240.030% 1380.036% 0.006%19.335%
418Desktop publishing softwareTechnical SkillsBusiness applications13 52,7731.302% 3,5140.918% -0.384%-29.521%
1272Development EnvironmentTechnical SkillsSoftware development13 179,4204.427% 19,1755.008% 0.581%13.118%
1273Digital ImagingTechnical SkillsHardware1 2,0650.051% 140.004% -0.047%-92.824%
883Digital Signal Processor (DSP)Technical SkillsHardware2 11,0230.272% 1,0250.268% -0.004%-1.578%
423Disk operating system (DOS)Technical SkillsBusiness applications1 10,9720.271% 6150.161% -0.110%-40.672%
1307Doctor of PhilosophyTechnical SkillsMisc3 176,4244.353% 12,9873.392% -0.961%-22.085%
973Document management softwareTechnical SkillsInformation mgmt4 35,6460.880% 2,3950.626% -0.254%-28.885%
1020Domain name system (DNS)Technical SkillsNetwork3 121,9163.008% 13,7963.603% 0.595%19.774%
61DreamweaverTechnical SkillsSoftware development1 19,8480.490% 6080.159% -0.331%-67.577%
54DSS/GDSSTechnical SkillsBusiness applications5 47,9641.184% 3,1700.828% -0.356%-30.046%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 1380.003% 40.001% -0.002%-69.320%
62EclipseTechnical SkillsSoftware development1 77,4231.911% 7,8292.045% 0.134%7.030%
1308Electronic CommerceTechnical SkillsBusiness applications2 174,7004.311% 15,0663.935% -0.376%-8.720%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 34,5110.852% 3,6530.954% 0.103%12.037%
1023Electronic mail softwareTechnical SkillsNetwork8 61,2001.510% 4,8331.262% -0.248%-16.414%
1384EncryptionTechnical SkillsInformation mgmt1 1890.005% 170.004% -0.000%-4.796%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 192,2684.744% 15,7404.111% -0.633%-13.350%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications15 229,3825.660% 13,7543.592% -2.068%-36.534%
1321Environmental CertificationTechnical SkillsEnvironmental1 3300.008% 390.010% 0.002%25.089%
1328Environmental CleanupTechnical SkillsEnvironmental1 1,3680.034% 2050.054% 0.020%58.612%
1329Environmental EnergyTechnical SkillsEnvironmental21 13,0190.321% 1,4640.382% 0.061%19.023%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 13,1150.324% 1,2740.333% 0.009%2.818%
1327Environmental PollutionTechnical SkillsEnvironmental16 41,2471.018% 7850.205% -0.813%-79.856%
1324Environmental Pollution ControlTechnical SkillsEnvironmental7 6,1000.151% 5860.153% 0.003%1.680%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental7 2,0610.051% 1220.032% -0.019%-37.346%
1326Environmental Product StewardshipTechnical SkillsEnvironmental11 50,7571.252% 7440.194% -1.058%-84.485%
1331Environmental ScienceTechnical SkillsEnvironmental2 1,5030.037% 660.017% -0.020%-53.521%
1322Environmental TechnologyTechnical SkillsEnvironmental2 6760.017% 270.007% -0.010%-57.725%
461Expert system softwareTechnical SkillsBusiness applications1 1,4040.035% 1170.031% -0.004%-11.796%
1359FacebookTechnical SkillsSocial Networking1 519,12012.810% 99,51225.991% 13.181%102.897%
463Facilities management softwareTechnical SkillsBusiness applications4 12,1260.299% 3360.088% -0.211%-70.671%
468Flight control softwareTechnical SkillsBusiness applications1 1,0740.027% 540.014% -0.012%-46.782%
469Flowchart softwareTechnical SkillsBusiness applications5 11,8020.291% 1,4460.378% 0.086%29.683%
1367ForensicTechnical SkillsInformation mgmt2 66,9811.653% 3,8821.014% -0.639%-38.656%
1112Fraud DetectionTechnical SkillsSecurity1 19,9140.491% 2,9040.758% 0.267%54.350%
63FrontPageTechnical SkillsSoftware development1 3,2780.081% 580.015% -0.066%-81.272%
475Fund accounting softwareTechnical SkillsBusiness applications1 1,8260.045% 1210.032% -0.013%-29.862%
1260GamingTechnical SkillsMisc2 84,6892.090% 11,6743.049% 0.959%45.902%
113Generic databasesTechnical SkillsInformation mgmt2 573,84814.160% 62,96216.445% 2.284%16.132%
1365Google AppsTechnical SkillsBusiness applications4 13,1750.325% 1,4140.369% 0.044%13.597%
1364Google PlusTechnical SkillsSocial Networking1 1,3080.032% 20.001% -0.032%-98.382%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications31 236,0625.825% 17,6354.606% -1.219%-20.929%
484Graphic softwareTechnical SkillsBusiness applications16 324,8878.017% 28,0957.338% -0.679%-8.470%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 70,2721.734% 4,2411.108% -0.626%-36.121%
1323Green ITTechnical SkillsEnvironmental9 10,7410.265% 9290.243% -0.022%-8.454%
893Guidance systemsTechnical SkillsHardware1 1690.004% 70.002% -0.002%-56.159%
1371HackingTechnical SkillsInformation mgmt5 17,9240.442% 2,9060.759% 0.317%71.605%
895Hardware description language (HDL)Technical SkillsHardware2 1,0040.025% 640.017% -0.008%-32.529%
1277Hardware DesignTechnical SkillsHardware19 28,0990.693% 2,8090.734% 0.040%5.811%
1278Hardware TestingTechnical SkillsHardware4 9,7610.241% 6820.178% -0.063%-26.046%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 1,5780.039% 610.016% -0.023%-59.084%
492Helpdesk or call centerTechnical SkillsBusiness applications2 231,1445.704% 12,2363.196% -2.508%-43.969%
1377Homeland SecurityTechnical SkillsInformation mgmt1 105,8222.611% 2,5780.673% -1.938%-74.214%
114IBM databasesTechnical SkillsInformation mgmt2 101,7192.510% 7,5941.983% -0.527%-20.980%
121IBM operating systemsTechnical SkillsBusiness applications4 80,3261.982% 3,8150.996% -0.986%-49.730%
898Image capture devicesTechnical SkillsHardware8 17,8050.439% 1,6870.441% 0.001%0.286%
524Industrial control softwareTechnical SkillsBusiness applications3 14,8760.367% 1,2070.315% -0.052%-14.120%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 53,8811.330% 5,4571.425% 0.096%7.198%
1375Information SecurityTechnical SkillsInformation mgmt3 150,8623.723% 19,0764.982% 1.260%33.837%
899InfraredTechnical SkillsHardware1 4,9550.122% 1840.048% -0.074%-60.695%
1180InstallationTechnical SkillsSoftware development1 328,8438.115% 25,1246.562% -1.553%-19.133%
901Interface definition language (IDL)Technical SkillsHardware1 1,2590.031% 850.022% -0.009%-28.540%
536Internet browser softwareTechnical SkillsBusiness applications4 23,2240.573% 1,3370.349% -0.224%-39.065%
1393Intrusion DetectionTechnical SkillsInformation mgmt1 41,5351.025% 4,3181.128% 0.103%10.037%
541Inventory management softwareTechnical SkillsBusiness applications3 19,3960.479% 1,5950.417% -0.062%-12.960%
1414ISO 9000Technical SkillsSoftware development1 6,2230.154% 1710.045% -0.109%-70.915%
73IT Architecture/StandardsTechnical SkillsHardware2 32,1210.793% 2,5980.679% -0.114%-14.391%
1357Java METechnical SkillsMobile Platforms2 1,4470.036% 860.022% -0.013%-37.093%
1035KernelTechnical SkillsNetwork1 36,7760.907% 3,1690.828% -0.080%-8.793%
907LasersTechnical SkillsHardware1 1,0430.026% 740.019% -0.006%-24.904%
1038License management softwareTechnical SkillsNetwork1 2,5810.064% 2810.073% 0.010%15.236%
1361LinkedInTechnical SkillsSocial Networking1 33,7640.833% 5,5501.450% 0.616%73.983%
908Mainframe computersTechnical SkillsHardware2 123,3373.043% 5,6121.466% -1.578%-51.839%
124Mainframe operating systemsTechnical SkillsBusiness applications8 53,8231.328% 3,2600.851% -0.477%-35.891%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 87,9202.170% 6,3151.649% -0.520%-23.975%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 20,3390.502% 1,1060.289% -0.213%-42.443%
1281Medical softwareTechnical SkillsBusiness applications9 27,7250.684% 3,0570.798% 0.114%16.706%
115Microsoft databasesTechnical SkillsInformation mgmt5 555,17213.700% 53,03413.852% 0.152%1.110%
119Microsoft operating systemsTechnical SkillsBusiness applications4 783,30119.329% 62,70116.377% -2.952%-15.274%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 20,3480.502% 3,6850.962% 0.460%91.683%
625MultimediaTechnical SkillsBusiness applications1 146,3543.611% 1,6970.443% -3.168%-87.727%
1362MySpaceTechnical SkillsSocial Networking1 5,1700.128% 80.002% -0.125%-98.362%
74Network administrationTechnical SkillsHardware17 426,03110.513% 36,3669.498% -1.015%-9.651%
1282Network Administration softwareTechnical SkillsNetwork18 199,8194.931% 21,2945.562% 0.631%12.795%
1283Network HardwareTechnical SkillsNetwork11 150,4463.712% 13,0813.417% -0.296%-7.970%
1284Network Monitoring softwareTechnical SkillsNetwork15 101,3292.500% 11,7913.080% 0.579%23.165%
1059Network operation system software (NOS)Technical SkillsNetwork2 4,9140.121% 3480.091% -0.030%-25.043%
1122Network securityTechnical SkillsSecurity1 125,7773.104% 12,3513.226% 0.122%3.937%
1369Network SecurityTechnical SkillsInformation mgmt1 23,7590.586% 2,7480.718% 0.131%22.421%
1285Network Security softwareTechnical SkillsSecurity35 280,3346.918% 34,1548.921% 2.003%28.954%
1286Network softwareTechnical SkillsNetwork6 65,7481.622% 5,8381.525% -0.098%-6.017%
1287Network TestingTechnical SkillsNetwork11 66,8591.650% 5,8561.530% -0.120%-7.294%
1065Novell network softwareTechnical SkillsNetwork2 5,6670.140% 760.020% -0.120%-85.805%
643OberonTechnical SkillsBusiness applications1 5340.013% 780.020% 0.007%54.605%
1413Object Oriented DesignTechnical SkillsSoftware development2 101,7922.512% 10,3082.692% 0.180%7.184%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 466,10411.502% 52,59313.737% 2.235%19.430%
1288Office ApplicationsTechnical SkillsBusiness applications13 587,02914.486% 47,88512.507% -1.979%-13.661%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 43,5091.074% 2,7540.719% -0.354%-33.003%
116Open-source databasesTechnical SkillsInformation mgmt4 213,8775.278% 33,8058.829% 3.552%67.296%
118Open-source operating systemsTechnical SkillsBusiness applications8 612,89415.124% 74,81319.540% 4.416%29.199%
56Operating SystemsTechnical SkillsBusiness applications3 346,8268.558% 31,4938.226% -0.333%-3.889%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 2,5110.062% 2820.074% 0.012%18.870%
117Oracle databasesTechnical SkillsInformation mgmt1 694,32917.133% 48,51612.672% -4.462%-26.041%
1354Palm OSTechnical SkillsMobile Platforms3 3,3460.083% 600.016% -0.067%-81.020%
1376Penetration TestingTechnical SkillsInformation mgmt5 100,2232.473% 14,4643.778% 1.305%52.753%
1289Physical ToolsTechnical SkillsHardware1 2290.006% 120.003% -0.003%-44.536%
683Point of sale (POS)Technical SkillsBusiness applications3 22,7140.560% 2,3000.601% 0.040%7.177%
931PrintersTechnical SkillsHardware3 36,6370.904% 3,6710.959% 0.055%6.056%
43ProgrammingTechnical SkillsSoftware development1 990,96124.453% 99,64026.024% 1.571%6.426%
700ProvisioningTechnical SkillsBusiness applications1 55,2431.363% 7,4581.948% 0.585%42.894%
1405Rapid Application DevelopmentTechnical SkillsSoftware development2 21,2180.524% 1,3800.360% -0.163%-31.160%
1258Rate ControlTechnical SkillsTechnical applications1 1920.005% 110.003% -0.002%-39.360%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 46,8661.156% 1,8700.488% -0.668%-57.767%
1077Remote control softwareTechnical SkillsNetwork2 4,3650.108% 5490.143% 0.036%33.124%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 2,3890.059% 2180.057% -0.002%-3.415%
1379Risk AnalysisTechnical SkillsInformation mgmt1 24,3600.601% 2,4540.641% 0.040%6.627%
1262RoboticsTechnical SkillsHardware3 15,1650.374% 2,3420.612% 0.237%63.461%
1318RSATechnical SkillsSecurity1 17,6250.435% 1,7200.449% 0.014%3.292%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 100,9842.492% 21,0785.505% 3.013%120.925%
44SDLCTechnical SkillsSoftware development7 486,35112.001% 56,40314.732% 2.730%22.750%
1132Secure shell (SSH)Technical SkillsSecurity1 3780.009% 340.009% -0.000%-4.796%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 52,1131.286% 6,3681.663% 0.377%29.338%
76SecurityTechnical SkillsHardware4 2,902,53971.624% 380,72799.440% 27.816%38.837%
1382Security AuditTechnical SkillsInformation mgmt1 4,0570.100% 4240.111% 0.011%10.619%
1315Security ClearanceTechnical SkillsMisc2 319,4717.883% 19,0124.966% -2.918%-37.011%
1381Security PlanTechnical SkillsInformation mgmt1 3,3010.081% 4510.118% 0.036%44.611%
1380Security PolicyTechnical SkillsInformation mgmt2 62,0601.531% 8,0422.100% 0.569%37.158%
1135Security testing softwareTechnical SkillsSecurity1 10,1040.249% 1,6870.441% 0.191%76.722%
60Sharepoint ServerTechnical SkillsBusiness applications1 14,4570.357% 7470.195% -0.162%-45.310%
1084Signal generatorsTechnical SkillsNetwork1 8170.020% 800.021% 0.001%3.642%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 34,7320.857% 2,8830.753% -0.104%-12.142%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 143,6093.544% 20,1765.270% 1.726%48.704%
1220Simulation softwareTechnical SkillsSoftware development5 57,9081.429% 4,1821.092% -0.337%-23.561%
1366Social NetworkTechnical SkillsSocial Networking1 12,4000.306% 3,9131.022% 0.716%234.008%
1358Social NetworkingTechnical SkillsSocial Networking1 23,1940.572% 6750.176% -0.396%-69.197%
42Software DevelopmentTechnical SkillsSoftware development2 1,041,40825.698% 94,08724.574% -1.124%-4.374%
1291Software Development softwareTechnical SkillsSoftware development3 7,1520.176% 4810.126% -0.051%-28.815%
1309Software EngineeringTechnical SkillsSoftware development1 627,56115.486% 59,65715.582% 0.096%0.618%
1292Software InstallationTechnical SkillsSoftware development4 442,39410.917% 52,18113.629% 2.712%24.845%
1223Software librariesTechnical SkillsSoftware development1 1,1700.029% 1330.035% 0.006%20.319%
1293Software MaintenanceTechnical SkillsSoftware development1 28,7380.709% 3,0980.809% 0.100%14.102%
1294Software TestingTechnical SkillsSoftware development14 430,68110.628% 46,97312.269% 1.641%15.441%
1225Source code management (SCM)Technical SkillsSoftware development5 141,6233.495% 17,4984.570% 1.075%30.775%
1229Static analysis softwareTechnical SkillsSoftware development1 3,1650.078% 5620.147% 0.069%87.945%
772Statistical analysis softwareTechnical SkillsBusiness applications26 317,6097.837% 31,6138.257% 0.419%5.352%
774Statistical softwareTechnical SkillsBusiness applications1 135,4003.341% 13,7583.593% 0.252%7.549%
1230Stress testing softwareTechnical SkillsSoftware development1 9,7980.242% 8270.216% -0.026%-10.662%
122Sun operating systemsTechnical SkillsBusiness applications3 162,2734.004% 6,0961.592% -2.412%-60.238%
939Surveillance systemsTechnical SkillsHardware5 37,0970.915% 2,5110.656% -0.260%-28.356%
791Symantec softwareTechnical SkillsBusiness applications1 30,4900.752% 2,2090.577% -0.175%-23.316%
1355SymbianTechnical SkillsMobile Platforms1 1140.003% 00.000% -0.003%-100.000%
1310System AdministrationTechnical SkillsNetwork4 258,7296.384% 21,6125.645% -0.740%-11.586%
45System TestingTechnical SkillsSoftware development5 82,5382.037% 7,8372.047% 0.010%0.500%
46Systems AnalysisTechnical SkillsSoftware development8 330,4398.154% 28,0957.338% -0.816%-10.007%
47Systems DesignTechnical SkillsSoftware development1 54,2601.339% 4,1021.071% -0.268%-19.983%
1233Systems EvaluationTechnical SkillsSoftware development1 6280.015% 430.011% -0.004%-27.527%
1234Systems integrationTechnical SkillsSoftware development8 228,5615.640% 10,0512.625% -3.015%-53.455%
75TCP/IPTechnical SkillsHardware3 217,5075.367% 18,7864.907% -0.461%-8.582%
1235Technology DesignTechnical SkillsSoftware development1 3,9890.098% 2330.061% -0.038%-38.175%
1236TemplatesTechnical SkillsSoftware development1 64,2711.586% 6,6891.747% 0.161%10.158%
1239Test implementationTechnical SkillsSoftware development1 1,4630.036% 1890.049% 0.013%36.737%
1302TestingTechnical SkillsSoftware development1 1,207,96929.808% 129,10533.720% 3.912%13.124%
1297Training softwareTechnical SkillsBusiness applications3 4,2650.105% 1280.033% -0.072%-68.234%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 5,6510.139% 3920.102% -0.037%-26.577%
1360TwitterTechnical SkillsSocial Networking1 56,4721.394% 5,5211.442% 0.048%3.479%
1411Unified ProcessTechnical SkillsSoftware development1 10,6580.263% 3470.091% -0.172%-65.539%
123UNIX operating systemsTechnical SkillsBusiness applications5 621,73515.342% 41,33710.797% -4.545%-29.628%
1298UNIX ShellsTechnical SkillsBusiness applications4 131,2463.239% 13,1053.423% 0.184%5.687%
1410Use CaseTechnical SkillsSoftware development1 29,3160.723% 2,6820.700% -0.023%-3.167%
48User-Interface DesignTechnical SkillsSoftware development2 273,7106.754% 32,4668.480% 1.725%25.547%
836Video creation and editing softwareTechnical SkillsBusiness applications3 14,9050.368% 1,4650.383% 0.015%4.034%
64Visual StudioTechnical SkillsSoftware development1 133,3283.290% 14,2543.723% 0.433%13.158%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 5,9140.146% 5640.147% 0.001%0.941%
77Voice/Data TelecomTechnical SkillsHardware10 359,2518.865% 20,4445.340% -3.525%-39.767%
1299Web Application ServerTechnical SkillsBusiness applications8 181,5464.480% 11,6303.038% -1.442%-32.195%
1248Web platform development softwareTechnical SkillsSoftware development5 11,0300.272% 2610.068% -0.204%-74.954%
65web programmerTechnical SkillsSoftware development4 90,0352.222% 2,4400.637% -1.584%-71.315%
58Web serversTechnical SkillsBusiness applications6 278,6266.875% 25,7126.716% -0.160%-2.325%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 206,0805.085% 19,8315.180% 0.094%1.854%
1356Windows CETechnical SkillsMobile Platforms4 22,6030.558% 1,1320.296% -0.262%-46.991%
1102WirelessTechnical SkillsNetwork5 162,8424.018% 14,2723.728% -0.291%-7.234%
1363YouTubeTechnical SkillsSocial Networking2 6,9680.172% 8350.218% 0.046%26.837%
79.NETProgramming SkillsCurrent1 461,93111.399% 44,01011.495% 0.096%0.842%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 1270.003% 160.004% 0.001%33.348%
209A programming language (APL)Programming SkillsLegacy2 5,4720.135% 3370.088% -0.047%-34.814%
99AdaProgramming SkillsLegacy1 14,2120.351% 7990.209% -0.142%-40.494%
80AJAXProgramming SkillsCurrent1 230,3675.685% 18,1184.732% -0.952%-16.755%
210Algorithmic language (ALGOL)Programming SkillsLegacy1 1030.003% 210.005% 0.003%115.800%
192Apple AppleScriptProgramming SkillsCurrent1 6330.016% 1300.034% 0.018%117.374%
81ASPProgramming SkillsCurrent2 295,9997.304% 26,3506.882% -0.422%-5.776%
108AssemblyProgramming SkillsLegacy2 10,0090.247% 3430.090% -0.157%-63.728%
211AWKProgramming SkillsLegacy1 8,0950.200% 7160.187% -0.013%-6.381%
212BProgramming SkillsLegacy1 52,4881.295% 4,8351.263% -0.032%-2.500%
83C#Programming SkillsCurrent2 445,17910.985% 52,08013.603% 2.617%23.824%
82C/C++Programming SkillsCurrent3 650,05216.041% 57,06214.904% -1.137%-7.089%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 320,2037.901% 54,30614.184% 6.283%79.511%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 1,1310.028% 1650.043% 0.015%54.415%
84CGIProgramming SkillsCurrent2 32,1050.792% 5,1721.351% 0.559%70.512%
217ClipperProgramming SkillsLegacy1 6840.017% 370.010% -0.007%-42.745%
218CLUProgramming SkillsLegacy1 3620.009% 60.002% -0.007%-82.457%
100CobolProgramming SkillsLegacy1 30,8350.761% 2,2630.591% -0.170%-22.320%
85ColdFusionProgramming SkillsCurrent2 24,6960.609% 1,0870.284% -0.325%-53.412%
219Combined programming language (CPL)Programming SkillsLegacy1 5250.013% 150.004% -0.009%-69.759%
195Component object model (COM)Programming SkillsCurrent1 5580.014% 70.002% -0.012%-86.722%
125Database programmingProgramming SkillsCurrent3 93,5902.309% 6,7241.756% -0.553%-23.956%
196Distributed component object model (DCOM)Programming SkillsCurrent1 5,8390.144% 1080.028% -0.116%-80.423%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 23,1110.570% 1,7850.466% -0.104%-18.250%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 6,9200.171% 8020.209% 0.039%22.670%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 40,3630.996% 1,8920.494% -0.502%-50.386%
109ForthProgramming SkillsLegacy1 11,4000.281% 1,0330.270% -0.012%-4.090%
102FortranProgramming SkillsLegacy1 5,9630.147% 4070.106% -0.041%-27.757%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 723,43517.852% 67,04417.511% -0.341%-1.909%
222JProgramming SkillsLegacy1 14,6100.361% 8360.218% -0.142%-39.435%
87Java/J2EE/J2PProgramming SkillsCurrent4 915,46522.590% 103,44627.019% 4.428%19.603%
97JavaScriptProgramming SkillsCurrent3 510,17512.589% 80,72421.084% 8.495%67.476%
89JavaServer FacesProgramming SkillsCurrent3 34,4570.850% 2,4910.651% -0.200%-23.482%
88JavaServer PagesProgramming SkillsCurrent3 147,0963.630% 8,2512.155% -1.475%-40.629%
223Job control language (JCL)Programming SkillsLegacy2 20,2300.499% 1,4160.370% -0.129%-25.914%
126LAMPProgramming SkillsCurrent1 42,2431.042% 4,7781.248% 0.206%19.718%
104LispProgramming SkillsLegacy1 2,4510.060% 1740.045% -0.015%-24.859%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 2,2730.056% 3920.102% 0.046%82.539%
201Microsoft ActiveXProgramming SkillsCurrent1 5,5110.136% 950.025% -0.111%-81.754%
107PascalProgramming SkillsLegacy1 1,9140.047% 680.018% -0.029%-62.396%
90PerlProgramming SkillsCurrent1 279,6966.902% 23,7206.195% -0.707%-10.237%
91PHPProgramming SkillsCurrent1 165,0034.072% 19,0184.967% 0.896%21.995%
103PL/1Programming SkillsLegacy3 6550.016% 470.012% -0.004%-24.050%
105PrologProgramming SkillsLegacy1 1,6670.041% 2240.059% 0.017%42.227%
95PythonProgramming SkillsCurrent1 221,0075.454% 54,44714.221% 8.767%160.758%
228Register transfer language (RTL)Programming SkillsLegacy1 52,9061.306% 6,0021.568% 0.262%20.077%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 1,7410.043% 1850.048% 0.005%12.471%
206Scripting languagesProgramming SkillsCurrent1 81,3582.008% 9,8702.578% 0.570%28.406%
101SmalltalkProgramming SkillsLegacy1 1,0560.026% 190.005% -0.021%-80.956%
92SQLProgramming SkillsCurrent3 1,225,89630.251% 127,43933.285% 3.035%10.032%
110TCLProgramming SkillsLegacy1 17,2580.426% 8160.213% -0.213%-49.954%
98Unified Modeling LanguageProgramming SkillsCurrent2 111,1082.742% 5,5941.461% -1.281%-46.710%
93Visual BasicProgramming SkillsCurrent6 259,6306.407% 16,1434.216% -2.190%-34.189%
207Web service definition language (WSDL)Programming SkillsCurrent2 30,4850.752% 2,4640.644% -0.109%-14.449%
94XMLProgramming SkillsCurrent2 479,47811.832% 35,1429.179% -2.653%-22.424%
1342Computer ScienceMajorsComputer Science2 2,890,73971.333% 315,97982.529% 11.196%15.696%
1344Information TechnologyMajorsInformation Technology3 1,763,43443.515% 117,87230.786% -12.729%-29.251%
1343Management Information SystemsMajorsManagement Information Systems9 1,062,38626.216% 83,88521.910% -4.306%-16.426%

mis Degrees

Management Information Systems

2017-11-09Jobs Found:1,062,151Click 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 3,7160.350% 5000.596% 0.246%70.371%
2Attention to DetailsSoft SkillsProblem-solving skills1 4,2000.395% 3960.472% 0.077%19.384%
8Conflict ResolutionSoft SkillsInterpersonal skills1 7,2180.680% 6280.749% 0.069%10.165%
231CooperationSoft SkillsInterpersonal skills1 11,3411.068% 6840.815% -0.252%-23.633%
3CreativitySoft SkillsProblem-solving skills3 30,4072.863% 2,6383.145% 0.282%9.851%
4Critical thinkingSoft SkillsProblem-solving skills3 17,0071.601% 2,3262.773% 1.172%73.175%
1300FlexibilitySoft SkillsWork ethic1 37,7893.558% 3,2073.823% 0.265%7.457%
232IndependenceSoft SkillsInterpersonal skills1 5,9140.557% 3990.476% -0.081%-14.573%
13Initiative/Motivation to workSoft SkillsWork ethic5 149,78214.102% 11,86214.141% 0.039%0.277%
256InnovationSoft SkillsProblem-solving skills1 85,5128.051% 7,0438.396% 0.345%4.288%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 130,40512.277% 10,43712.442% 0.165%1.341%
1422InternshipSoft SkillsWork ethic3 15,8701.494% 6330.755% -0.740%-49.496%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 8370.079% 970.116% 0.037%46.740%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 88,0608.291% 8,61810.274% 1.983%23.917%
10LeadershipSoft SkillsInterpersonal skills1 252,95223.815% 22,66627.020% 3.205%13.459%
258LearningSoft SkillsProblem-solving skills1 60,9615.739% 5,3426.368% 0.629%10.957%
1Learning AbilitySoft SkillsProblem-solving skills3 19,5701.842% 1,7602.098% 0.256%13.874%
236ListeningSoft SkillsLanguage skills1 19,7811.862% 2,3692.824% 0.962%51.642%
260MathematicsSoft SkillsProblem-solving skills3 63,0835.939% 4,9305.877% -0.062%-1.045%
261MemorizationSoft SkillsProblem-solving skills1 230.002% 00.000% -0.002%-100.000%
18Negotiation SkillsSoft SkillsLanguage skills1 12,2681.155% 7970.950% -0.205%-17.740%
262OptimizationSoft SkillsProblem-solving skills1 46,3204.361% 4,3925.236% 0.875%20.059%
19Oral CommunicationsSoft SkillsLanguage skills3 18,0201.697% 1,4391.715% 0.019%1.113%
273PersistenceSoft SkillsWork ethic1 3,7790.356% 3980.474% 0.119%33.355%
239PersuasionSoft SkillsLanguage skills1 2,1680.204% 1530.182% -0.022%-10.642%
1301Physical SkillSoft SkillsWork ethic2 1,7360.163% 2950.352% 0.188%115.166%
240PresentationsSoft SkillsLanguage skills1 60,8725.731% 4,6795.578% -0.153%-2.672%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 225,55921.236% 20,47924.413% 3.177%14.961%
20Questioning skillsSoft SkillsLanguage skills1 2590.024% 340.041% 0.016%66.219%
241Reading ComprehensionSoft SkillsLanguage skills1 2280.021% 190.023% 0.001%5.517%
6Research skillsSoft SkillsProblem-solving skills1 1,9600.185% 1400.167% -0.018%-9.557%
15ResponsibilitySoft SkillsWork ethic2 121,78911.466% 8,51710.153% -1.313%-11.452%
234Self ControlSoft SkillsInterpersonal skills1 2180.021% 380.045% 0.025%120.714%
11Self-esteemSoft SkillsInterpersonal skills1 410.004% 100.012% 0.008%208.829%
16Self-managementSoft SkillsWork ethic1 1,3570.128% 1320.157% 0.030%23.167%
250Stress ToleranceSoft SkillsPhysical skills1 2350.022% 310.037% 0.015%67.031%
12TeamworkSoft SkillsInterpersonal skills1 58,5795.515% 4,4985.362% -0.153%-2.775%
17Time ManagementSoft SkillsWork ethic2 44,8114.219% 4,0634.844% 0.625%14.806%
268VisualizationSoft SkillsProblem-solving skills1 9,1700.863% 2,3052.748% 1.884%218.276%
7Working under pressureSoft SkillsProblem-solving skills1 6030.057% 560.067% 0.010%17.591%
21Written CommunicationsSoft SkillsLanguage skills4 170,65416.067% 14,35117.108% 1.041%6.480%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 44,2174.163% 5,6896.782% 2.619%62.910%
172Account managementBusiness SkillsManagement skills1 13,3391.256% 8240.982% -0.274%-21.782%
22AccountingBusiness SkillsBusiness processes4 130,52912.289% 5,4096.448% -5.841%-47.530%
1263Accounting softwareBusiness SkillsBusiness processes7 6,4680.609% 5170.616% 0.007%1.210%
174AdministrationBusiness SkillsManagement skills3 310,86629.268% 24,21028.861% -0.407%-1.389%
1313AnalystBusiness SkillsProject management1 266,22425.065% 20,86524.873% -0.191%-0.763%
175Application managementBusiness SkillsManagement skills5 91,7748.640% 8,3099.905% 1.265%14.639%
150Asset managementBusiness SkillsBusiness processes1 20,7871.957% 1,4911.777% -0.180%-9.179%
151AuditingBusiness SkillsBusiness processes5 99,7929.395% 8,2929.885% 0.490%5.212%
1264Auditing softwareBusiness SkillsBusiness processes1 1900.018% 20.002% -0.016%-86.672%
152BillingBusiness SkillsBusiness processes1 28,8922.720% 1,5451.842% -0.878%-32.290%
1314Business AnalystBusiness SkillsProject management1 85,0228.005% 6,9218.251% 0.246%3.072%
35Business IntelligenceBusiness SkillsStrategy skills1 56,6725.336% 5,5136.572% 1.237%23.175%
155Business performance management (BPM)Business SkillsBusiness processes2 6,6370.625% 7230.862% 0.237%37.933%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 18,8341.773% 6660.794% -0.979%-55.225%
36Business StrategyBusiness SkillsStrategy skills3 236,03022.222% 19,29823.005% 0.783%3.525%
182Calendar and schedulingBusiness SkillsProject management3 53,1895.008% 3,4514.114% -0.894%-17.847%
156Capacity planningBusiness SkillsBusiness processes1 25,1262.366% 1,8622.220% -0.146%-6.166%
28Change ManagementBusiness SkillsManagement skills1 59,5965.611% 6,3647.587% 1.976%35.212%
183Content workflowBusiness SkillsProject management1 690.006% 30.004% -0.003%-44.948%
24Contracting and legalBusiness SkillsBusiness processes2 68,2516.426% 4,9305.877% -0.549%-8.538%
176CoordinationBusiness SkillsManagement skills1 71,0196.686% 5,4556.503% -0.183%-2.743%
157Cost accountingBusiness SkillsBusiness processes1 3,0660.289% 740.088% -0.200%-69.439%
158Cost estimationBusiness SkillsBusiness processes1 1,1460.108% 580.069% -0.039%-35.917%
1312Customer SupportBusiness SkillsBusiness processes6 252,94023.814% 18,98622.633% -1.181%-4.957%
1339EducationBusiness SkillsIndustry Segment1 11,6011.092% 9111.086% -0.006%-0.568%
1333EnergyBusiness SkillsIndustry Segment1 64,7516.096% 3,6074.300% -1.796%-29.465%
1340EntertainmentBusiness SkillsIndustry Segment1 16,5981.563% 9741.161% -0.402%-25.697%
1319EnvironmentalBusiness SkillsEnvironmental15 26,8552.528% 1,9682.346% -0.182%-7.210%
1320Environmental StrategyBusiness SkillsEnvironmental7 3,6940.348% 9121.087% 0.739%212.608%
161FinancialBusiness SkillsBusiness processes2 283,08726.652% 19,12522.799% -3.853%-14.457%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 1,7920.169% 240.029% -0.140%-83.042%
1332Health CareBusiness SkillsIndustry Segment2 171,19616.118% 11,91714.206% -1.912%-11.860%
177Human resourcesBusiness SkillsManagement skills2 59,5295.605% 2,8603.409% -2.195%-39.167%
1336InsuranceBusiness SkillsIndustry Segment1 8,5790.808% 6560.782% -0.026%-3.179%
1316Managing/SupervisionBusiness SkillsManagement skills5 473,70144.598% 32,73239.020% -5.578%-12.508%
1334ManufacturingBusiness SkillsIndustry Segment2 71,8966.769% 3,9284.683% -2.086%-30.822%
26MarketingBusiness SkillsBusiness processes1 87,6278.250% 4,6055.490% -2.760%-33.458%
185MonitoringBusiness SkillsProject management1 152,28114.337% 15,09217.991% 3.654%25.488%
179NegotiationBusiness SkillsManagement skills1 48,6384.579% 3,7014.412% -0.167%-3.651%
163Operation and ControlBusiness SkillsBusiness processes2 7980.075% 420.050% -0.025%-33.358%
29Outsourcing ManagementBusiness SkillsManagement skills3 33,7523.178% 1,4721.755% -1.423%-44.778%
167ProcurementBusiness SkillsBusiness processes1 28,0412.640% 1,9172.285% -0.355%-13.437%
1290Project Management softwareBusiness SkillsProject management2 42,7324.023% 3,0713.661% -0.362%-9.003%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 254,05423.919% 19,47123.212% -0.707%-2.957%
168QualityBusiness SkillsBusiness processes1 327,57330.841% 27,57132.868% 2.027%6.573%
1337Real EstateBusiness SkillsIndustry Segment2 10,4040.980% 4750.566% -0.413%-42.191%
1335RetailBusiness SkillsIndustry Segment2 184,25017.347% 8,70910.382% -6.965%-40.150%
34Risk ManagementBusiness SkillsProject management1 50,8974.792% 5,0626.034% 1.243%25.931%
169Service OrientationBusiness SkillsBusiness processes1 9,9080.933% 8000.954% 0.021%2.236%
27Supply Chain ManagementBusiness SkillsBusiness processes3 36,2793.416% 2,5513.041% -0.375%-10.966%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 2,8350.267% 1680.200% -0.067%-24.966%
178TeachingBusiness SkillsManagement skills7 34,6173.259% 1,9832.364% -0.895%-27.467%
190TimekeepingBusiness SkillsProject management3 25,0532.359% 1,2571.498% -0.860%-36.470%
1296Timekeeping softwareBusiness SkillsProject management1 1,9010.179% 1600.191% 0.012%6.571%
171Total quality management (TQM)Business SkillsBusiness processes2 1,6410.154% 680.081% -0.073%-47.531%
180TroubleshootingBusiness SkillsManagement skills1 155,21014.613% 15,45218.420% 3.808%26.057%
181VerificationBusiness SkillsManagement skills1 43,8104.125% 11,63413.869% 9.744%236.246%
1338Waste ManagementBusiness SkillsIndustry Segment1 2,3830.224% 1900.227% 0.002%0.956%
191WorkflowBusiness SkillsProject management1 60,7475.719% 5,3466.373% 0.654%11.431%
31Working GloballyBusiness SkillsManagement skills3 4,5460.428% 570.068% -0.360%-84.124%
32Working with Virtual TeamsBusiness SkillsManagement skills2 2,2170.209% 1580.188% -0.020%-9.761%
514GLTechnical SkillsSoftware development3 2,4400.230% 680.081% -0.149%-64.712%
987Access servers & softwareTechnical SkillsNetwork10 42,5794.009% 3,9104.661% 0.652%16.274%
38Agile Development MethodsTechnical SkillsSoftware development13 43,1644.064% 8,63810.297% 6.234%153.392%
304Algorithmic softwareTechnical SkillsBusiness applications1 370.003% 00.000% -0.003%-100.000%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 8350.079% 590.070% -0.008%-10.532%
1352AndroidTechnical SkillsMobile Platforms3 7,1630.674% 1,5781.881% 1.207%178.942%
1351Apple iOSTechnical SkillsMobile Platforms6 5,1220.482% 6950.829% 0.346%71.810%
120Apple operating systemsTechnical SkillsBusiness applications6 20,1491.897% 2,5533.043% 1.146%60.435%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 7070.067% 50.006% -0.061%-91.045%
1423Artificial IntelligenceTechnical SkillsInformation mgmt5 5,4640.514% 5210.621% 0.107%20.734%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 90.001% 00.000% -0.001%-100.000%
1265Backup & RecoveryTechnical SkillsTechnical applications16 110,67610.420% 8,2239.803% -0.617%-5.924%
1386BiometricTechnical SkillsInformation mgmt2 4,1800.394% 2730.325% -0.068%-17.303%
1353BlackberryTechnical SkillsMobile Platforms2 7,9560.749% 3050.364% -0.385%-51.459%
336Borland DelphiTechnical SkillsBusiness applications1 1,6980.160% 1200.143% -0.017%-10.516%
337Borland JBuilderTechnical SkillsBusiness applications1 1,0180.096% 40.005% -0.091%-95.025%
338Borland ParadoxTechnical SkillsBusiness applications1 1480.014% 60.007% -0.007%-48.668%
72Business Continuity PlanningTechnical SkillsHardware2 19,5651.842% 1,8642.222% 0.380%20.634%
352Cadence OpusTechnical SkillsBusiness applications1 3540.033% 50.006% -0.027%-82.116%
868CalculatorsTechnical SkillsHardware1 1,7400.164% 1910.228% 0.064%38.991%
39CASE ToolsTechnical SkillsSoftware development1 52,7424.966% 3,7974.526% -0.439%-8.844%
367Categorization or classification softwareTechnical SkillsBusiness applications1 4,5410.428% 3190.380% -0.047%-11.051%
112CertificationTechnical SkillsMisc3 262,54924.719% 23,67028.217% 3.499%14.154%
78CiscoTechnical SkillsHardware1 57,9695.458% 5,5366.600% 1.142%20.921%
1009Cisco Systems IOSTechnical SkillsNetwork1 11,5781.090% 2,0722.470% 1.380%126.599%
40Client-ServerTechnical SkillsSoftware development1 29,2552.754% 1,8522.208% -0.547%-19.843%
1011Cluster server softwareTechnical SkillsNetwork8 14,7271.387% 1,3281.583% 0.197%14.179%
1147CMAKETechnical SkillsSoftware development1 400.004% 100.012% 0.008%216.550%
1151Compatibility testingTechnical SkillsSoftware development1 1810.017% 200.024% 0.007%39.911%
1152CompilersTechnical SkillsSoftware development5 9,1330.860% 6240.744% -0.116%-13.489%
1255Compliance softwareTechnical SkillsTechnical applications3 12,8091.206% 1,1521.373% 0.167%13.878%
385Computer aided design (CAD)Technical SkillsBusiness applications12 6,5050.612% 3160.377% -0.236%-38.491%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 1,3890.131% 730.087% -0.044%-33.454%
875Computer diagnosticsTechnical SkillsHardware5 49,1854.631% 4,5625.438% 0.808%17.442%
1107Computer forensicsTechnical SkillsSecurity1 4,1580.391% 2300.274% -0.117%-29.960%
1266Computer HardwareTechnical SkillsHardware15 31,2212.939% 2,3262.773% -0.167%-5.667%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 7170.068% 270.032% -0.035%-52.319%
1015Computer serversTechnical SkillsNetwork6 110,79810.431% 8,79910.489% 0.058%0.555%
1267Computer UtilitiesTechnical SkillsMisc1 1460.014% 390.046% 0.033%238.231%
59Content ManagerTechnical SkillsBusiness applications1 1,6520.156% 580.069% -0.086%-55.545%
1396Continuous ImprovementTechnical SkillsSoftware development1 22,2032.090% 2,5903.088% 0.997%47.703%
878ControllersTechnical SkillsHardware3 6,2270.586% 5540.660% 0.074%12.650%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 7560.071% 370.044% -0.027%-38.030%
407Customer information control system (CICS)Technical SkillsBusiness applications2 5,7310.540% 4070.485% -0.054%-10.078%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 75,5847.116% 5,5846.657% -0.459%-6.456%
1368Cyber SecurityTechnical SkillsInformation mgmt3 26,7632.520% 3,2443.867% 1.348%53.479%
953Data acquisition systemsTechnical SkillsInformation mgmt1 5,5110.519% 4250.507% -0.012%-2.353%
955Data compression softwareTechnical SkillsInformation mgmt1 1,6510.155% 1130.135% -0.021%-13.337%
956Data conversion softwareTechnical SkillsInformation mgmt1 7,4000.697% 6700.799% 0.102%14.642%
958Data dictionaryTechnical SkillsInformation mgmt1 4,4400.418% 3110.371% -0.047%-11.309%
959Data entryTechnical SkillsInformation mgmt1 6,6510.626% 3340.398% -0.228%-36.414%
962Data mappingTechnical SkillsInformation mgmt1 7,2030.678% 8801.049% 0.371%54.693%
67Data MiningTechnical SkillsInformation mgmt5 16,8081.582% 1,2311.467% -0.115%-7.265%
963Data modelingTechnical SkillsInformation mgmt1 41,1113.871% 4,1934.999% 1.128%29.142%
68Data WarehousingTechnical SkillsInformation mgmt2 62,4065.875% 5,3906.425% 0.550%9.361%
69Database AdministrationTechnical SkillsInformation mgmt12 84,1907.926% 6,3527.572% -0.354%-4.467%
969Database design softwareTechnical SkillsInformation mgmt15 63,1015.941% 4,8325.760% -0.181%-3.040%
1268Database ReportingTechnical SkillsInformation mgmt3 24,9902.353% 9791.167% -1.186%-50.396%
1269Database SecurityTechnical SkillsInformation mgmt2 700.007% 50.006% -0.001%-9.557%
1373Database SecurityTechnical SkillsInformation mgmt1 3420.032% 150.018% -0.014%-44.465%
1270Database ServersTechnical SkillsInformation mgmt3 15,5421.463% 4980.594% -0.870%-59.428%
1271Database TestingTechnical SkillsInformation mgmt1 1,0500.099% 2470.294% 0.196%197.858%
1160DebuggingTechnical SkillsSoftware development7 58,9835.553% 6,4637.705% 2.151%38.742%
1385DecryptionTechnical SkillsInformation mgmt1 2370.022% 210.025% 0.003%12.195%
418Desktop publishing softwareTechnical SkillsBusiness applications13 12,9951.223% 6840.815% -0.408%-33.353%
1272Development EnvironmentTechnical SkillsSoftware development13 34,6843.265% 3,3253.964% 0.698%21.385%
1273Digital ImagingTechnical SkillsHardware1 1,1940.112% 60.007% -0.105%-93.637%
883Digital Signal Processor (DSP)Technical SkillsHardware2 8060.076% 690.082% 0.006%8.397%
423Disk operating system (DOS)Technical SkillsBusiness applications1 3,5430.334% 1640.196% -0.138%-41.390%
1307Doctor of PhilosophyTechnical SkillsMisc3 20,2911.910% 6620.789% -1.121%-58.690%
973Document management softwareTechnical SkillsInformation mgmt4 13,8281.302% 8461.009% -0.293%-22.534%
1020Domain name system (DNS)Technical SkillsNetwork3 36,7293.458% 3,3994.052% 0.594%17.177%
61DreamweaverTechnical SkillsSoftware development1 4,8470.456% 790.094% -0.362%-79.363%
54DSS/GDSSTechnical SkillsBusiness applications5 19,1361.802% 1,3791.644% -0.158%-8.754%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 340.003% 00.000% -0.003%-100.000%
62EclipseTechnical SkillsSoftware development1 16,6641.569% 1,2321.469% -0.100%-6.388%
1308Electronic CommerceTechnical SkillsBusiness applications2 31,7732.991% 2,3802.837% -0.154%-5.154%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 12,5071.178% 1,0031.196% 0.018%1.543%
1023Electronic mail softwareTechnical SkillsNetwork8 20,8281.961% 1,4951.782% -0.179%-9.114%
1384EncryptionTechnical SkillsInformation mgmt1 360.003% 10.001% -0.002%-64.828%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 76,7837.229% 5,4066.445% -0.784%-10.852%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications15 80,6507.593% 4,7275.635% -1.958%-25.786%
1321Environmental CertificationTechnical SkillsEnvironmental1 850.008% 100.012% 0.004%48.965%
1328Environmental CleanupTechnical SkillsEnvironmental1 460.004% 00.000% -0.004%-100.000%
1329Environmental EnergyTechnical SkillsEnvironmental21 5,3040.499% 2100.250% -0.249%-49.868%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 3,0430.286% 1740.207% -0.079%-27.598%
1327Environmental PollutionTechnical SkillsEnvironmental16 3,2930.310% 3450.411% 0.101%32.657%
1324Environmental Pollution ControlTechnical SkillsEnvironmental7 2,1070.198% 820.098% -0.101%-50.722%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental7 6150.058% 610.073% 0.015%25.590%
1326Environmental Product StewardshipTechnical SkillsEnvironmental11 3,8560.363% 3410.407% 0.043%11.975%
1331Environmental ScienceTechnical SkillsEnvironmental2 1,1510.108% 70.008% -0.100%-92.299%
1322Environmental TechnologyTechnical SkillsEnvironmental2 2510.024% 100.012% -0.012%-49.554%
461Expert system softwareTechnical SkillsBusiness applications1 3900.037% 130.015% -0.021%-57.793%
1359FacebookTechnical SkillsSocial Networking1 132,26212.452% 25,79630.752% 18.299%146.956%
463Facilities management softwareTechnical SkillsBusiness applications4 6,8560.645% 1150.137% -0.508%-78.761%
468Flight control softwareTechnical SkillsBusiness applications1 1340.013% 50.006% -0.007%-52.754%
469Flowchart softwareTechnical SkillsBusiness applications5 4,1040.386% 3790.452% 0.065%16.932%
1367ForensicTechnical SkillsInformation mgmt2 16,3791.542% 1,7712.111% 0.569%36.909%
1112Fraud DetectionTechnical SkillsSecurity1 6,7890.639% 3750.447% -0.192%-30.060%
63FrontPageTechnical SkillsSoftware development1 1,3490.127% 130.015% -0.112%-87.798%
475Fund accounting softwareTechnical SkillsBusiness applications1 1,1240.106% 430.051% -0.055%-51.560%
1260GamingTechnical SkillsMisc2 15,9051.497% 1,2421.481% -0.017%-1.124%
113Generic databasesTechnical SkillsInformation mgmt2 172,11216.204% 14,67017.488% 1.284%7.925%
1365Google AppsTechnical SkillsBusiness applications4 3,1500.297% 2430.290% -0.007%-2.322%
1364Google PlusTechnical SkillsSocial Networking1 380.004% 00.000% -0.004%-100.000%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications31 66,9046.299% 5,0756.050% -0.249%-3.953%
484Graphic softwareTechnical SkillsBusiness applications16 81,1467.640% 6,5507.808% 0.169%2.206%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 13,1631.239% 7340.875% -0.364%-29.394%
1323Green ITTechnical SkillsEnvironmental9 2,5500.240% 960.114% -0.126%-52.331%
893Guidance systemsTechnical SkillsHardware1 470.004% 10.001% -0.003%-73.060%
1371HackingTechnical SkillsInformation mgmt5 5,3840.507% 7480.892% 0.385%75.913%
895Hardware description language (HDL)Technical SkillsHardware2 570.005% 40.005% -0.001%-11.144%
1277Hardware DesignTechnical SkillsHardware19 3,8490.362% 2810.335% -0.027%-7.560%
1278Hardware TestingTechnical SkillsHardware4 1,0440.098% 490.058% -0.040%-40.571%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 5490.052% 280.033% -0.018%-35.422%
492Helpdesk or call centerTechnical SkillsBusiness applications2 54,8955.168% 3,7354.453% -0.716%-13.849%
1377Homeland SecurityTechnical SkillsInformation mgmt1 50,9234.794% 5700.680% -4.115%-85.827%
114IBM databasesTechnical SkillsInformation mgmt2 34,4513.244% 2,3232.769% -0.474%-14.621%
121IBM operating systemsTechnical SkillsBusiness applications4 24,8532.340% 1,2361.473% -0.866%-37.029%
898Image capture devicesTechnical SkillsHardware8 5,6170.529% 5570.664% 0.135%25.560%
524Industrial control softwareTechnical SkillsBusiness applications3 3,4590.326% 1880.224% -0.102%-31.181%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 15,3781.448% 1,4891.775% 0.327%22.602%
1375Information SecurityTechnical SkillsInformation mgmt3 70,5416.641% 8,1999.774% 3.133%47.171%
899InfraredTechnical SkillsHardware1 7310.069% 110.013% -0.056%-80.946%
1180InstallationTechnical SkillsSoftware development1 114,01610.734% 7,3558.768% -1.966%-18.319%
901Interface definition language (IDL)Technical SkillsHardware1 2640.025% 120.014% -0.011%-42.446%
536Internet browser softwareTechnical SkillsBusiness applications4 7,6960.725% 3400.405% -0.319%-44.061%
1393Intrusion DetectionTechnical SkillsInformation mgmt1 19,2381.811% 1,7522.089% 0.277%15.312%
541Inventory management softwareTechnical SkillsBusiness applications3 6,9580.655% 4710.561% -0.094%-14.289%
1414ISO 9000Technical SkillsSoftware development1 2,3040.217% 390.046% -0.170%-78.567%
73IT Architecture/StandardsTechnical SkillsHardware2 10,3660.976% 1,0031.196% 0.220%22.516%
1357Java METechnical SkillsMobile Platforms2 1130.011% 00.000% -0.011%-100.000%
1035KernelTechnical SkillsNetwork1 2,8140.265% 2360.281% 0.016%6.192%
907LasersTechnical SkillsHardware1 1130.011% 20.002% -0.008%-77.589%
1038License management softwareTechnical SkillsNetwork1 1,0850.102% 1420.169% 0.067%65.715%
1361LinkedInTechnical SkillsSocial Networking1 6,6230.624% 1,6121.922% 1.298%208.186%
908Mainframe computersTechnical SkillsHardware2 36,1213.401% 2,0632.459% -0.941%-27.683%
124Mainframe operating systemsTechnical SkillsBusiness applications8 15,5081.460% 7820.932% -0.528%-36.151%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 23,5602.218% 1,6381.953% -0.265%-11.968%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 7,4940.706% 2580.308% -0.398%-56.408%
1281Medical softwareTechnical SkillsBusiness applications9 11,4201.075% 8160.973% -0.102%-9.526%
115Microsoft databasesTechnical SkillsInformation mgmt5 173,10916.298% 15,51618.497% 2.199%13.491%
119Microsoft operating systemsTechnical SkillsBusiness applications4 230,80421.730% 16,41119.564% -2.166%-9.969%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 1,7600.166% 3600.429% 0.263%158.995%
625MultimediaTechnical SkillsBusiness applications1 5,1030.480% 3440.410% -0.070%-14.644%
1362MySpaceTechnical SkillsSocial Networking1 1,8560.175% 10.001% -0.174%-99.318%
74Network administrationTechnical SkillsHardware17 116,91911.008% 9,21110.981% -0.027%-0.248%
1282Network Administration softwareTechnical SkillsNetwork18 71,2376.707% 6,7308.023% 1.316%19.622%
1283Network HardwareTechnical SkillsNetwork11 44,8784.225% 3,3894.040% -0.185%-4.382%
1284Network Monitoring softwareTechnical SkillsNetwork15 31,1302.931% 2,8863.440% 0.510%17.387%
1059Network operation system software (NOS)Technical SkillsNetwork2 1,3120.124% 520.062% -0.062%-49.815%
1122Network securityTechnical SkillsSecurity1 46,8584.412% 3,8774.622% 0.210%4.764%
1369Network SecurityTechnical SkillsInformation mgmt1 6,7370.634% 6380.761% 0.126%19.910%
1285Network Security softwareTechnical SkillsSecurity35 102,7089.670% 11,25313.415% 3.745%38.729%
1286Network softwareTechnical SkillsNetwork6 21,0191.979% 1,7942.139% 0.160%8.072%
1287Network TestingTechnical SkillsNetwork11 15,9541.502% 1,6211.932% 0.430%28.652%
1065Novell network softwareTechnical SkillsNetwork2 2,3510.221% 230.027% -0.194%-87.613%
643OberonTechnical SkillsBusiness applications1 1590.015% 210.025% 0.010%67.234%
1413Object Oriented DesignTechnical SkillsSoftware development2 14,2511.342% 1,2591.501% 0.159%11.862%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 79,8657.519% 7,2788.676% 1.157%15.387%
1288Office ApplicationsTechnical SkillsBusiness applications13 211,83019.943% 15,54118.527% -1.417%-7.105%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 13,8631.305% 8260.985% -0.321%-24.556%
116Open-source databasesTechnical SkillsInformation mgmt4 31,6612.981% 4,3345.167% 2.186%73.327%
118Open-source operating systemsTechnical SkillsBusiness applications8 117,96511.106% 12,77215.226% 4.119%37.091%
56Operating SystemsTechnical SkillsBusiness applications3 118,84411.189% 9,46211.280% 0.091%0.811%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 8320.078% 660.079% 0.000%0.444%
117Oracle databasesTechnical SkillsInformation mgmt1 207,11419.499% 13,92016.594% -2.905%-14.900%
1354Palm OSTechnical SkillsMobile Platforms3 1520.014% 00.000% -0.014%-100.000%
1376Penetration TestingTechnical SkillsInformation mgmt5 48,1694.535% 6,4367.672% 3.137%69.181%
1289Physical ToolsTechnical SkillsHardware1 320.003% 00.000% -0.003%-100.000%
683Point of sale (POS)Technical SkillsBusiness applications3 6,7200.633% 6080.725% 0.092%14.561%
931PrintersTechnical SkillsHardware3 13,3761.259% 1,2091.441% 0.182%14.446%
43ProgrammingTechnical SkillsSoftware development1 242,98822.877% 19,15622.836% -0.041%-0.179%
700ProvisioningTechnical SkillsBusiness applications1 17,6131.658% 1,9492.323% 0.665%40.114%
1405Rapid Application DevelopmentTechnical SkillsSoftware development2 6,2320.587% 3410.407% -0.180%-30.717%
1258Rate ControlTechnical SkillsTechnical applications1 60.001% 00.000% -0.001%-100.000%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 12,9961.224% 3470.414% -0.810%-66.192%
1077Remote control softwareTechnical SkillsNetwork2 1,5860.149% 1450.173% 0.024%15.762%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 7960.075% 830.099% 0.024%32.028%
1379Risk AnalysisTechnical SkillsInformation mgmt1 10,8791.024% 9891.179% 0.155%15.109%
1262RoboticsTechnical SkillsHardware3 2,9560.278% 2080.248% -0.030%-10.903%
1318RSATechnical SkillsSecurity1 7,6510.720% 5840.696% -0.024%-3.351%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 10,3740.977% 2,0262.415% 1.439%147.284%
44SDLCTechnical SkillsSoftware development7 148,64313.995% 14,97117.847% 3.853%27.529%
1132Secure shell (SSH)Technical SkillsSecurity1 540.005% 50.006% 0.001%17.241%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 12,7631.202% 1,3991.668% 0.466%38.793%
76SecurityTechnical SkillsHardware4 762,11871.752% 83,29199.292% 27.540%38.381%
1382Security AuditTechnical SkillsInformation mgmt1 1,9320.182% 2390.285% 0.103%56.636%
1315Security ClearanceTechnical SkillsMisc2 132,36912.462% 5,1956.193% -6.269%-50.306%
1381Security PlanTechnical SkillsInformation mgmt1 2,0550.193% 2920.348% 0.155%79.917%
1380Security PolicyTechnical SkillsInformation mgmt2 32,7543.084% 3,6984.408% 1.325%42.957%
1135Security testing softwareTechnical SkillsSecurity1 4,0850.385% 5860.699% 0.314%81.638%
60Sharepoint ServerTechnical SkillsBusiness applications1 5,1590.486% 2260.269% -0.216%-44.532%
1084Signal generatorsTechnical SkillsNetwork1 1710.016% 100.012% -0.004%-25.953%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 8,8270.831% 7770.926% 0.095%11.458%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 28,7272.705% 4,4055.251% 2.547%94.159%
1220Simulation softwareTechnical SkillsSoftware development5 15,8961.497% 6010.716% -0.780%-52.127%
1366Social NetworkTechnical SkillsSocial Networking1 1,4790.139% 6420.765% 0.626%449.628%
1358Social NetworkingTechnical SkillsSocial Networking1 7,9010.744% 390.046% -0.697%-93.750%
42Software DevelopmentTechnical SkillsSoftware development2 215,92420.329% 17,98121.435% 1.106%5.442%
1291Software Development softwareTechnical SkillsSoftware development3 2,4290.229% 640.076% -0.152%-66.638%
1309Software EngineeringTechnical SkillsSoftware development1 91,3188.597% 7,7799.273% 0.676%7.862%
1292Software InstallationTechnical SkillsSoftware development4 132,33512.459% 12,02014.329% 1.870%15.009%
1223Software librariesTechnical SkillsSoftware development1 2190.021% 110.013% -0.008%-36.401%
1293Software MaintenanceTechnical SkillsSoftware development1 6,5720.619% 6350.757% 0.138%22.343%
1294Software TestingTechnical SkillsSoftware development14 115,92810.914% 10,76512.833% 1.919%17.578%
1225Source code management (SCM)Technical SkillsSoftware development5 30,4942.871% 3,0253.606% 0.735%25.607%
1229Static analysis softwareTechnical SkillsSoftware development1 2670.025% 560.067% 0.042%165.570%
772Statistical analysis softwareTechnical SkillsBusiness applications26 85,3198.033% 6,6867.970% -0.062%-0.775%
774Statistical softwareTechnical SkillsBusiness applications1 43,0844.056% 2,7323.257% -0.799%-19.709%
1230Stress testing softwareTechnical SkillsSoftware development1 2,4090.227% 1200.143% -0.084%-36.927%
122Sun operating systemsTechnical SkillsBusiness applications3 52,2314.917% 1,6711.992% -2.925%-59.491%
939Surveillance systemsTechnical SkillsHardware5 9,8050.923% 5050.602% -0.321%-34.785%
791Symantec softwareTechnical SkillsBusiness applications1 9,6060.904% 7860.937% 0.033%3.605%
1355SymbianTechnical SkillsMobile Platforms1 320.003% 00.000% -0.003%-100.000%
1310System AdministrationTechnical SkillsNetwork4 93,6888.821% 6,1147.289% -1.532%-17.369%
45System TestingTechnical SkillsSoftware development5 26,7852.522% 2,2732.710% 0.188%7.451%
46Systems AnalysisTechnical SkillsSoftware development8 135,34012.742% 9,89811.799% -0.943%-7.397%
47Systems DesignTechnical SkillsSoftware development1 21,1031.987% 1,4701.752% -0.234%-11.799%
1233Systems EvaluationTechnical SkillsSoftware development1 1660.016% 70.008% -0.007%-46.606%
1234Systems integrationTechnical SkillsSoftware development8 84,3197.939% 3,2333.854% -4.084%-51.451%
75TCP/IPTechnical SkillsHardware3 53,1895.008% 3,9464.704% -0.304%-6.063%
1235Technology DesignTechnical SkillsSoftware development1 1,0900.103% 730.087% -0.016%-15.200%
1236TemplatesTechnical SkillsSoftware development1 19,8311.867% 1,6761.998% 0.131%7.012%
1239Test implementationTechnical SkillsSoftware development1 3540.033% 340.041% 0.007%21.612%
1302TestingTechnical SkillsSoftware development1 363,65734.238% 33,06339.415% 5.177%15.120%
1297Training softwareTechnical SkillsBusiness applications3 1,5070.142% 400.048% -0.094%-66.392%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 1,2090.114% 580.069% -0.045%-39.256%
1360TwitterTechnical SkillsSocial Networking1 14,1791.335% 8661.032% -0.303%-22.665%
1411Unified ProcessTechnical SkillsSoftware development1 3,5480.334% 980.117% -0.217%-65.026%
123UNIX operating systemsTechnical SkillsBusiness applications5 148,88814.018% 9,26811.048% -2.969%-21.181%
1298UNIX ShellsTechnical SkillsBusiness applications4 33,7053.173% 2,7763.309% 0.136%4.286%
1410Use CaseTechnical SkillsSoftware development1 10,4750.986% 8591.024% 0.038%3.834%
48User-Interface DesignTechnical SkillsSoftware development2 35,7863.369% 4,2875.111% 1.741%51.685%
836Video creation and editing softwareTechnical SkillsBusiness applications3 2,2130.208% 730.087% -0.121%-58.232%
64Visual StudioTechnical SkillsSoftware development1 35,5733.349% 3,4114.066% 0.717%21.412%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 1,3070.123% 840.100% -0.023%-18.622%
77Voice/Data TelecomTechnical SkillsHardware10 105,9539.975% 5,4556.503% -3.472%-34.810%
1299Web Application ServerTechnical SkillsBusiness applications8 53,4115.029% 3,1953.809% -1.220%-24.257%
1248Web platform development softwareTechnical SkillsSoftware development5 2,3670.223% 360.043% -0.180%-80.742%
65web programmerTechnical SkillsSoftware development4 11,1451.049% 5860.699% -0.351%-33.424%
58Web serversTechnical SkillsBusiness applications6 75,9497.150% 5,4886.542% -0.608%-8.506%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 50,2084.727% 4,0814.865% 0.138%2.919%
1356Windows CETechnical SkillsMobile Platforms4 2,1560.203% 1780.212% 0.009%4.538%
1102WirelessTechnical SkillsNetwork5 42,9794.046% 3,2713.899% -0.147%-3.633%
1363YouTubeTechnical SkillsSocial Networking2 8440.079% 1210.144% 0.065%81.529%
79.NETProgramming SkillsCurrent1 114,95010.822% 10,74112.804% 1.982%18.314%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 30.000% 00.000% -0.000%-100.000%
209A programming language (APL)Programming SkillsLegacy2 1,3670.129% 910.108% -0.020%-15.710%
99AdaProgramming SkillsLegacy1 4,4390.418% 1920.229% -0.189%-45.233%
80AJAXProgramming SkillsCurrent1 42,9474.043% 3,4614.126% 0.082%2.040%
210Algorithmic language (ALGOL)Programming SkillsLegacy1 270.003% 10.001% -0.001%-53.104%
192Apple AppleScriptProgramming SkillsCurrent1 660.006% 50.006% -0.000%-4.076%
81ASPProgramming SkillsCurrent2 81,1947.644% 6,5477.805% 0.160%2.099%
108AssemblyProgramming SkillsLegacy2 9800.092% 460.055% -0.037%-40.566%
211AWKProgramming SkillsLegacy1 1,7860.168% 1130.135% -0.033%-19.888%
212BProgramming SkillsLegacy1 13,7661.296% 8000.954% -0.342%-26.416%
83C#Programming SkillsCurrent2 90,4788.518% 10,04411.974% 3.455%40.561%
82C/C++Programming SkillsCurrent3 101,4799.554% 5,9487.091% -2.463%-25.784%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 56,1305.285% 8,50710.141% 4.857%91.904%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 4160.039% 170.020% -0.019%-48.256%
84CGIProgramming SkillsCurrent2 8,1310.766% 1,2171.451% 0.685%89.517%
217ClipperProgramming SkillsLegacy1 2270.021% 30.004% -0.018%-83.266%
218CLUProgramming SkillsLegacy1 1480.014% 40.005% -0.009%-65.778%
100CobolProgramming SkillsLegacy1 13,4441.266% 8921.063% -0.202%-15.989%
85ColdFusionProgramming SkillsCurrent2 8,4160.792% 3670.438% -0.355%-44.784%
219Combined programming language (CPL)Programming SkillsLegacy1 3080.029% 50.006% -0.023%-79.445%
195Component object model (COM)Programming SkillsCurrent1 870.008% 00.000% -0.008%-100.000%
125Database programmingProgramming SkillsCurrent3 21,4312.018% 1,2991.549% -0.469%-23.252%
196Distributed component object model (DCOM)Programming SkillsCurrent1 1,6080.151% 180.021% -0.130%-85.826%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 3,2590.307% 2110.252% -0.055%-18.021%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 1,6790.158% 1330.159% 0.000%0.300%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 9,4220.887% 3800.453% -0.434%-48.933%
109ForthProgramming SkillsLegacy1 4,9330.464% 4930.588% 0.123%26.543%
102FortranProgramming SkillsLegacy1 1,4430.136% 420.050% -0.086%-63.146%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 166,89615.713% 11,45813.659% -2.054%-13.071%
222JProgramming SkillsLegacy1 4,0070.377% 2550.304% -0.073%-19.421%
87Java/J2EE/J2PProgramming SkillsCurrent4 178,47616.803% 15,40018.358% 1.555%9.255%
97JavaScriptProgramming SkillsCurrent3 97,5769.187% 12,54114.950% 5.764%62.739%
89JavaServer FacesProgramming SkillsCurrent3 8,5470.805% 5390.643% -0.162%-20.150%
88JavaServer PagesProgramming SkillsCurrent3 31,4272.959% 1,6802.003% -0.956%-32.313%
223Job control language (JCL)Programming SkillsLegacy2 7,3360.691% 5010.597% -0.093%-13.527%
126LAMPProgramming SkillsCurrent1 4,2600.401% 9201.097% 0.696%173.451%
104LispProgramming SkillsLegacy1 1460.014% 100.012% -0.002%-13.274%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 3770.035% 170.020% -0.015%-42.903%
201Microsoft ActiveXProgramming SkillsCurrent1 1,3740.129% 120.014% -0.115%-88.941%
107PascalProgramming SkillsLegacy1 6840.064% 300.036% -0.029%-44.465%
90PerlProgramming SkillsCurrent1 50,0564.713% 3,7494.469% -0.243%-5.167%
91PHPProgramming SkillsCurrent1 23,9612.256% 3,3123.948% 1.692%75.020%
103PL/1Programming SkillsLegacy3 2320.022% 200.024% 0.002%9.155%
105PrologProgramming SkillsLegacy1 1770.017% 20.002% -0.014%-85.693%
95PythonProgramming SkillsCurrent1 24,4902.306% 5,0786.054% 3.748%162.546%
228Register transfer language (RTL)Programming SkillsLegacy1 14,6201.376% 1,7732.114% 0.737%53.555%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 2470.023% 160.019% -0.004%-17.979%
206Scripting languagesProgramming SkillsCurrent1 14,2091.338% 1,7522.089% 0.751%56.125%
101SmalltalkProgramming SkillsLegacy1 2740.026% 60.007% -0.019%-72.273%
92SQLProgramming SkillsCurrent3 337,44431.770% 31,09337.066% 5.296%16.671%
110TCLProgramming SkillsLegacy1 2,2540.212% 1010.120% -0.092%-43.263%
98Unified Modeling LanguageProgramming SkillsCurrent2 27,9062.627% 1,5501.848% -0.780%-29.671%
93Visual BasicProgramming SkillsCurrent6 87,6728.254% 5,1376.124% -2.130%-25.809%
207Web service definition language (WSDL)Programming SkillsCurrent2 7,4170.698% 5300.632% -0.066%-9.521%
94XMLProgramming SkillsCurrent2 111,78110.524% 8,0049.542% -0.982%-9.335%
1342Computer ScienceMajorsComputer Science2 749,44570.559% 67,69980.705% 10.145%14.379%
1344Information TechnologyMajorsInformation Technology3 425,42640.053% 31,76637.869% -2.185%-5.455%
1343Management Information SystemsMajorsManagement Information Systems9 1,062,151100.000% 83,885100.000% 0.000%0.000%

cs Degrees

Computer Science

2017-11-09Jobs Found:2,890,589Click on column headings to sort
Skill IDSkill NamePrimary CategorySecondary CategoryNumber of SynonymsOccurrencesFrequencyLast 2 years OccurrencesLast 2 years FrequencyLast 2 years Growth/DeclineMovement
252Analytical ThinkingSoft SkillsProblem-solving skills1 8,3870.290% 1,0900.345% 0.055%18.891%
2Attention to DetailsSoft SkillsProblem-solving skills1 11,1160.385% 1,2400.392% 0.008%2.047%
8Conflict ResolutionSoft SkillsInterpersonal skills1 14,5220.502% 1,5450.489% -0.013%-2.674%
231CooperationSoft SkillsInterpersonal skills1 20,4410.707% 1,6810.532% -0.175%-24.770%
3CreativitySoft SkillsProblem-solving skills3 90,5963.134% 11,2943.574% 0.440%14.043%
4Critical thinkingSoft SkillsProblem-solving skills3 35,6051.232% 5,5651.761% 0.529%42.982%
1300FlexibilitySoft SkillsWork ethic1 88,1733.050% 10,6563.372% 0.322%10.557%
232IndependenceSoft SkillsInterpersonal skills1 13,2000.457% 1,1940.378% -0.079%-17.252%
13Initiative/Motivation to workSoft SkillsWork ethic5 346,32111.981% 33,61210.637% -1.344%-11.214%
256InnovationSoft SkillsProblem-solving skills1 197,7186.840% 23,9627.583% 0.743%10.868%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 232,0848.029% 21,7896.896% -1.133%-14.114%
1422InternshipSoft SkillsWork ethic3 35,6581.234% 2,1630.685% -0.549%-44.508%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 1,3880.048% 1080.034% -0.014%-28.819%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 180,4906.244% 19,6456.217% -0.027%-0.430%
10LeadershipSoft SkillsInterpersonal skills1 559,80219.366% 64,78220.502% 1.136%5.864%
258LearningSoft SkillsProblem-solving skills1 192,9896.676% 32,59310.315% 3.638%54.497%
1Learning AbilitySoft SkillsProblem-solving skills3 53,4351.849% 6,3822.020% 0.171%9.259%
236ListeningSoft SkillsLanguage skills1 41,5101.436% 5,5431.754% 0.318%22.158%
260MathematicsSoft SkillsProblem-solving skills3 188,3386.516% 20,7166.556% 0.041%0.623%
261MemorizationSoft SkillsProblem-solving skills1 730.003% 20.001% -0.002%-74.937%
18Negotiation SkillsSoft SkillsLanguage skills1 21,7960.754% 1,6630.526% -0.228%-30.202%
262OptimizationSoft SkillsProblem-solving skills1 155,8945.393% 19,9036.299% 0.906%16.793%
19Oral CommunicationsSoft SkillsLanguage skills3 42,5621.472% 3,5421.121% -0.351%-23.870%
273PersistenceSoft SkillsWork ethic1 12,6470.438% 1,7070.540% 0.103%23.474%
239PersuasionSoft SkillsLanguage skills1 3,7410.129% 3250.103% -0.027%-20.526%
1301Physical SkillSoft SkillsWork ethic2 2,4950.086% 3620.115% 0.028%32.729%
240PresentationsSoft SkillsLanguage skills1 120,8754.182% 10,2023.229% -0.953%-22.789%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 562,88019.473% 61,02519.313% -0.160%-0.821%
20Questioning skillsSoft SkillsLanguage skills1 8780.030% 1040.033% 0.003%8.359%
241Reading ComprehensionSoft SkillsLanguage skills1 5400.019% 510.016% -0.003%-13.602%
6Research skillsSoft SkillsProblem-solving skills1 4,5270.157% 5230.166% 0.009%5.686%
15ResponsibilitySoft SkillsWork ethic2 258,5758.945% 21,0926.675% -2.270%-25.379%
234Self ControlSoft SkillsInterpersonal skills1 3110.011% 410.013% 0.002%20.601%
11Self-esteemSoft SkillsInterpersonal skills1 2090.007% 650.021% 0.013%184.508%
16Self-managementSoft SkillsWork ethic1 3,3950.117% 4850.153% 0.036%30.686%
250Stress ToleranceSoft SkillsPhysical skills1 4130.014% 450.014% -0.000%-0.324%
12TeamworkSoft SkillsInterpersonal skills1 118,4384.097% 11,5633.659% -0.438%-10.688%
17Time ManagementSoft SkillsWork ethic2 97,5483.375% 9,9823.159% -0.216%-6.389%
268VisualizationSoft SkillsProblem-solving skills1 35,7571.237% 8,8742.808% 1.571%127.032%
7Working under pressureSoft SkillsProblem-solving skills1 1,5030.052% 1810.057% 0.005%10.166%
21Written CommunicationsSoft SkillsLanguage skills4 439,27415.197% 47,28614.965% -0.232%-1.525%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 91,5043.166% 16,6015.254% 2.088%65.967%
172Account managementBusiness SkillsManagement skills1 24,0080.831% 1,9200.608% -0.223%-26.840%
22AccountingBusiness SkillsBusiness processes4 163,8015.667% 10,5023.324% -2.343%-41.348%
1263Accounting softwareBusiness SkillsBusiness processes7 17,4780.605% 1,6640.527% -0.078%-12.906%
174AdministrationBusiness SkillsManagement skills3 598,42720.703% 56,98418.034% -2.668%-12.890%
1313AnalystBusiness SkillsProject management1 428,12814.811% 38,82612.288% -2.524%-17.038%
175Application managementBusiness SkillsManagement skills5 215,5987.459% 24,7837.843% 0.385%5.157%
150Asset managementBusiness SkillsBusiness processes1 34,5161.194% 3,4711.098% -0.096%-8.005%
151AuditingBusiness SkillsBusiness processes5 117,6344.070% 11,8413.747% -0.322%-7.916%
1264Auditing softwareBusiness SkillsBusiness processes1 930.003% 20.001% -0.003%-80.327%
152BillingBusiness SkillsBusiness processes1 43,0681.490% 3,1380.993% -0.497%-33.346%
1314Business AnalystBusiness SkillsProject management1 149,5515.174% 12,7254.027% -1.147%-22.161%
35Business IntelligenceBusiness SkillsStrategy skills1 127,4044.408% 13,5834.299% -0.109%-2.469%
155Business performance management (BPM)Business SkillsBusiness processes2 18,1990.630% 2,0700.655% 0.026%4.052%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 31,1221.077% 8900.282% -0.795%-73.839%
36Business StrategyBusiness SkillsStrategy skills3 473,41016.378% 48,74015.425% -0.953%-5.816%
182Calendar and schedulingBusiness SkillsProject management3 106,3183.678% 8,1602.582% -1.096%-29.788%
156Capacity planningBusiness SkillsBusiness processes1 66,1722.289% 6,0421.912% -0.377%-16.472%
28Change ManagementBusiness SkillsManagement skills1 107,7283.727% 11,8433.748% 0.021%0.568%
183Content workflowBusiness SkillsProject management1 1140.004% 130.004% 0.000%4.320%
24Contracting and legalBusiness SkillsBusiness processes2 104,9463.631% 9,9873.161% -0.470%-12.944%
176CoordinationBusiness SkillsManagement skills1 118,5464.101% 10,3523.276% -0.825%-20.115%
157Cost accountingBusiness SkillsBusiness processes1 1,8100.063% 940.030% -0.033%-52.491%
158Cost estimationBusiness SkillsBusiness processes1 2,2510.078% 1950.062% -0.016%-20.752%
1312Customer SupportBusiness SkillsBusiness processes6 535,45518.524% 46,99014.871% -3.653%-19.719%
1339EducationBusiness SkillsIndustry Segment1 21,3020.737% 1,8460.584% -0.153%-20.724%
1333EnergyBusiness SkillsIndustry Segment1 133,3384.613% 12,3403.905% -0.708%-15.338%
1340EntertainmentBusiness SkillsIndustry Segment1 59,0312.042% 5,8151.840% -0.202%-9.885%
1319EnvironmentalBusiness SkillsEnvironmental15 51,4991.782% 5,3741.701% -0.081%-4.539%
1320Environmental StrategyBusiness SkillsEnvironmental7 21,0290.727% 6,4182.031% 1.304%179.196%
161FinancialBusiness SkillsBusiness processes2 522,03118.060% 49,09015.536% -2.524%-13.975%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 1,8360.064% 600.019% -0.045%-70.104%
1332Health CareBusiness SkillsIndustry Segment2 305,12210.556% 30,2459.572% -0.984%-9.321%
177Human resourcesBusiness SkillsManagement skills2 88,1683.050% 4,3281.370% -1.680%-55.094%
1336InsuranceBusiness SkillsIndustry Segment1 16,4050.568% 1,7350.549% -0.018%-3.250%
1316Managing/SupervisionBusiness SkillsManagement skills5 994,22334.395% 85,23726.976% -7.420%-21.572%
1334ManufacturingBusiness SkillsIndustry Segment2 157,4005.445% 13,0044.115% -1.330%-24.421%
26MarketingBusiness SkillsBusiness processes1 228,7897.915% 19,0716.036% -1.879%-23.745%
185MonitoringBusiness SkillsProject management1 331,55711.470% 40,17312.714% 1.244%10.842%
179NegotiationBusiness SkillsManagement skills1 82,0712.839% 7,2682.300% -0.539%-18.987%
163Operation and ControlBusiness SkillsBusiness processes2 1,3590.047% 1220.039% -0.008%-17.876%
29Outsourcing ManagementBusiness SkillsManagement skills3 67,1642.324% 3,5011.108% -1.216%-52.315%
167ProcurementBusiness SkillsBusiness processes1 41,1701.424% 3,2801.038% -0.386%-27.118%
1290Project Management softwareBusiness SkillsProject management2 69,5032.404% 5,2651.666% -0.738%-30.702%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 472,10716.333% 40,72812.889% -3.443%-21.081%
168QualityBusiness SkillsBusiness processes1 825,68028.564% 93,47029.581% 1.017%3.559%
1337Real EstateBusiness SkillsIndustry Segment2 16,9690.587% 2,5780.816% 0.229%38.981%
1335RetailBusiness SkillsIndustry Segment2 403,91513.973% 29,3989.304% -4.670%-33.418%
34Risk ManagementBusiness SkillsProject management1 71,0292.457% 7,4582.360% -0.097%-3.946%
169Service OrientationBusiness SkillsBusiness processes1 19,1240.662% 1,7380.550% -0.112%-16.862%
27Supply Chain ManagementBusiness SkillsBusiness processes3 73,8332.554% 6,9202.190% -0.364%-14.260%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 5,1650.179% 2960.094% -0.085%-47.574%
178TeachingBusiness SkillsManagement skills7 65,1382.253% 6,0271.907% -0.346%-15.356%
190TimekeepingBusiness SkillsProject management3 30,6661.061% 2,2930.726% -0.335%-31.597%
1296Timekeeping softwareBusiness SkillsProject management1 2,9330.101% 2210.070% -0.032%-31.070%
171Total quality management (TQM)Business SkillsBusiness processes2 3,2510.112% 1150.036% -0.076%-67.640%
180TroubleshootingBusiness SkillsManagement skills1 402,26013.916% 45,71614.468% 0.552%3.966%
181VerificationBusiness SkillsManagement skills1 222,9667.714% 103,65132.803% 25.090%325.268%
1338Waste ManagementBusiness SkillsIndustry Segment1 2,3220.080% 2960.094% 0.013%16.616%
191WorkflowBusiness SkillsProject management1 124,6054.311% 13,1864.173% -0.138%-3.193%
31Working GloballyBusiness SkillsManagement skills3 17,9970.623% 5420.172% -0.451%-72.450%
32Working with Virtual TeamsBusiness SkillsManagement skills2 5,2190.181% 4380.139% -0.042%-23.226%
514GLTechnical SkillsSoftware development3 4,7220.163% 2040.065% -0.099%-60.479%
987Access servers & softwareTechnical SkillsNetwork10 92,2833.193% 10,6373.366% 0.174%5.445%
38Agile Development MethodsTechnical SkillsSoftware development13 208,7547.222% 44,69814.146% 6.924%95.876%
304Algorithmic softwareTechnical SkillsBusiness applications1 1070.004% 30.001% -0.003%-74.351%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 3,6080.125% 2190.069% -0.056%-44.473%
1352AndroidTechnical SkillsMobile Platforms3 63,4852.196% 15,6854.964% 2.768%126.017%
1351Apple iOSTechnical SkillsMobile Platforms6 47,2011.633% 8,2382.607% 0.974%59.661%
120Apple operating systemsTechnical SkillsBusiness applications6 85,7782.967% 13,5704.295% 1.327%44.721%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 5,4560.189% 2470.078% -0.111%-58.586%
1423Artificial IntelligenceTechnical SkillsInformation mgmt5 52,2731.808% 14,4784.582% 2.774%153.372%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 1460.005% 290.009% 0.004%81.708%
1265Backup & RecoveryTechnical SkillsTechnical applications16 231,0107.992% 20,4546.473% -1.519%-19.002%
1386BiometricTechnical SkillsInformation mgmt2 7,2200.250% 1,0780.341% 0.091%36.587%
1353BlackberryTechnical SkillsMobile Platforms2 24,3300.842% 1,0080.319% -0.523%-62.099%
336Borland DelphiTechnical SkillsBusiness applications1 5,1840.179% 4920.156% -0.024%-13.178%
337Borland JBuilderTechnical SkillsBusiness applications1 3,7860.131% 360.011% -0.120%-91.301%
338Borland ParadoxTechnical SkillsBusiness applications1 2480.009% 120.004% -0.005%-55.735%
72Business Continuity PlanningTechnical SkillsHardware2 32,3991.121% 3,0160.954% -0.166%-14.842%
352Cadence OpusTechnical SkillsBusiness applications1 1,2990.045% 900.028% -0.016%-36.619%
868CalculatorsTechnical SkillsHardware1 1,8980.066% 2960.094% 0.028%42.667%
39CASE ToolsTechnical SkillsSoftware development1 115,3663.991% 10,2283.237% -0.754%-18.896%
367Categorization or classification softwareTechnical SkillsBusiness applications1 14,0760.487% 1,4770.467% -0.020%-4.009%
112CertificationTechnical SkillsMisc3 469,84316.254% 47,75015.112% -1.142%-7.029%
78CiscoTechnical SkillsHardware1 142,3524.925% 16,2125.131% 0.206%4.184%
1009Cisco Systems IOSTechnical SkillsNetwork1 64,0022.214% 16,3355.170% 2.955%133.482%
40Client-ServerTechnical SkillsSoftware development1 62,4612.161% 3,9451.249% -0.912%-42.222%
1011Cluster server softwareTechnical SkillsNetwork8 52,5241.817% 6,1571.949% 0.131%7.236%
1147CMAKETechnical SkillsSoftware development1 6420.022% 3540.112% 0.090%404.425%
1151Compatibility testingTechnical SkillsSoftware development1 1,7150.059% 5360.170% 0.110%185.910%
1152CompilersTechnical SkillsSoftware development5 30,0241.039% 2,4470.774% -0.264%-25.442%
1255Compliance softwareTechnical SkillsTechnical applications3 12,6690.438% 1,5000.475% 0.036%8.312%
385Computer aided design (CAD)Technical SkillsBusiness applications12 23,4250.810% 2,0870.660% -0.150%-18.497%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 4,2210.146% 4960.157% 0.011%7.497%
875Computer diagnosticsTechnical SkillsHardware5 126,9284.391% 13,1304.155% -0.236%-5.369%
1107Computer forensicsTechnical SkillsSecurity1 6,8420.237% 4030.128% -0.109%-46.117%
1266Computer HardwareTechnical SkillsHardware15 62,3452.157% 5,6561.790% -0.367%-17.008%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 2,2220.077% 1660.053% -0.024%-31.657%
1015Computer serversTechnical SkillsNetwork6 296,24510.249% 26,5458.401% -1.848%-18.029%
1267Computer UtilitiesTechnical SkillsMisc1 2,1660.075% 3230.102% 0.027%36.418%
59Content ManagerTechnical SkillsBusiness applications1 2,3790.082% 1660.053% -0.030%-36.168%
1396Continuous ImprovementTechnical SkillsSoftware development1 46,8221.620% 7,1832.273% 0.653%40.341%
878ControllersTechnical SkillsHardware3 18,8820.653% 2,7200.861% 0.208%31.780%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 2,6990.093% 3220.102% 0.009%9.139%
407Customer information control system (CICS)Technical SkillsBusiness applications2 11,9490.413% 9040.286% -0.127%-30.791%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 141,4534.894% 13,4014.241% -0.652%-13.333%
1368Cyber SecurityTechnical SkillsInformation mgmt3 46,8931.622% 8,0152.537% 0.914%56.359%
953Data acquisition systemsTechnical SkillsInformation mgmt1 15,2410.527% 1,5920.504% -0.023%-4.444%
955Data compression softwareTechnical SkillsInformation mgmt1 11,3240.392% 1,0150.321% -0.071%-18.004%
956Data conversion softwareTechnical SkillsInformation mgmt1 12,7160.440% 1,1910.377% -0.063%-14.318%
958Data dictionaryTechnical SkillsInformation mgmt1 8,5280.295% 6890.218% -0.077%-26.091%
959Data entryTechnical SkillsInformation mgmt1 11,2600.390% 7980.253% -0.137%-35.168%
962Data mappingTechnical SkillsInformation mgmt1 15,1750.525% 1,7880.566% 0.041%7.787%
67Data MiningTechnical SkillsInformation mgmt5 55,3951.916% 8,9592.835% 0.919%47.951%
963Data modelingTechnical SkillsInformation mgmt1 104,9093.629% 11,1523.529% -0.100%-2.755%
68Data WarehousingTechnical SkillsInformation mgmt2 153,5375.312% 15,3014.842% -0.469%-8.834%
69Database AdministrationTechnical SkillsInformation mgmt12 198,3706.863% 20,5046.489% -0.374%-5.444%
969Database design softwareTechnical SkillsInformation mgmt15 170,1905.888% 15,5634.925% -0.962%-16.346%
1268Database ReportingTechnical SkillsInformation mgmt3 46,7191.616% 2,3930.757% -0.859%-53.143%
1269Database SecurityTechnical SkillsInformation mgmt2 5340.018% 600.019% 0.001%2.787%
1373Database SecurityTechnical SkillsInformation mgmt1 5840.020% 670.021% 0.001%4.952%
1270Database ServersTechnical SkillsInformation mgmt3 40,6381.406% 2,1630.685% -0.721%-51.309%
1271Database TestingTechnical SkillsInformation mgmt1 2,8650.099% 3870.122% 0.023%23.570%
1160DebuggingTechnical SkillsSoftware development7 230,0537.959% 26,8038.483% 0.524%6.582%
1385DecryptionTechnical SkillsInformation mgmt1 8790.030% 950.030% -0.000%-1.130%
418Desktop publishing softwareTechnical SkillsBusiness applications13 36,0721.248% 2,7920.884% -0.364%-29.193%
1272Development EnvironmentTechnical SkillsSoftware development13 155,3385.374% 17,6465.585% 0.211%3.919%
1273Digital ImagingTechnical SkillsHardware1 8130.028% 90.003% -0.025%-89.873%
883Digital Signal Processor (DSP)Technical SkillsHardware2 9,8210.340% 9500.301% -0.039%-11.510%
423Disk operating system (DOS)Technical SkillsBusiness applications1 8,4560.293% 4910.155% -0.137%-46.882%
1307Doctor of PhilosophyTechnical SkillsMisc3 118,4584.098% 12,2783.886% -0.212%-5.182%
973Document management softwareTechnical SkillsInformation mgmt4 23,1050.799% 1,7270.547% -0.253%-31.622%
1020Domain name system (DNS)Technical SkillsNetwork3 100,6823.483% 11,4023.608% 0.125%3.599%
61DreamweaverTechnical SkillsSoftware development1 14,3490.496% 4820.153% -0.344%-69.271%
54DSS/GDSSTechnical SkillsBusiness applications5 33,1651.147% 2,2810.722% -0.425%-37.082%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 970.003% 40.001% -0.002%-62.276%
62EclipseTechnical SkillsSoftware development1 68,7332.378% 7,1002.247% -0.131%-5.502%
1308Electronic CommerceTechnical SkillsBusiness applications2 141,2034.885% 13,3424.222% -0.662%-13.562%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 25,6010.886% 2,5310.801% -0.085%-9.559%
1023Electronic mail softwareTechnical SkillsNetwork8 43,8081.516% 3,4761.100% -0.415%-27.414%
1384EncryptionTechnical SkillsInformation mgmt1 1720.006% 170.005% -0.001%-9.583%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 132,4624.583% 10,8423.431% -1.151%-25.123%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications15 132,1204.571% 10,3733.283% -1.288%-28.177%
1321Environmental CertificationTechnical SkillsEnvironmental1 1550.005% 140.004% -0.001%-17.373%
1328Environmental CleanupTechnical SkillsEnvironmental1 4390.015% 1420.045% 0.030%195.905%
1329Environmental EnergyTechnical SkillsEnvironmental21 7,9140.274% 1,2400.392% 0.119%43.335%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 8,4960.294% 8300.263% -0.031%-10.630%
1327Environmental PollutionTechnical SkillsEnvironmental16 5,8060.201% 5960.189% -0.012%-6.093%
1324Environmental Pollution ControlTechnical SkillsEnvironmental7 3,6990.128% 4550.144% 0.016%12.527%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental7 1,4460.050% 820.026% -0.024%-48.123%
1326Environmental Product StewardshipTechnical SkillsEnvironmental11 5,0360.174% 4700.149% -0.025%-14.623%
1331Environmental ScienceTechnical SkillsEnvironmental2 3640.013% 480.015% 0.003%20.634%
1322Environmental TechnologyTechnical SkillsEnvironmental2 3790.013% 140.004% -0.009%-66.208%
461Expert system softwareTechnical SkillsBusiness applications1 1,0770.037% 870.028% -0.010%-26.102%
1359FacebookTechnical SkillsSocial Networking1 430,79714.903% 84,15026.632% 11.728%78.694%
463Facilities management softwareTechnical SkillsBusiness applications4 4,8810.169% 1980.063% -0.106%-62.891%
468Flight control softwareTechnical SkillsBusiness applications1 9580.033% 480.015% -0.018%-54.164%
469Flowchart softwareTechnical SkillsBusiness applications5 8,8160.305% 1,0090.319% 0.014%4.700%
1367ForensicTechnical SkillsInformation mgmt2 22,3830.774% 2,9290.927% 0.153%19.710%
1112Fraud DetectionTechnical SkillsSecurity1 14,1800.491% 2,5370.803% 0.312%63.671%
63FrontPageTechnical SkillsSoftware development1 2,4460.085% 360.011% -0.073%-86.536%
475Fund accounting softwareTechnical SkillsBusiness applications1 6570.023% 760.024% 0.001%5.822%
1260GamingTechnical SkillsMisc2 65,4422.264% 10,8313.428% 1.164%51.405%
113Generic databasesTechnical SkillsInformation mgmt2 480,51816.624% 55,30017.501% 0.878%5.279%
1365Google AppsTechnical SkillsBusiness applications4 11,3980.394% 1,2430.393% -0.001%-0.237%
1364Google PlusTechnical SkillsSocial Networking1 1,3070.045% 20.001% -0.045%-98.600%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications31 142,0024.913% 13,4854.268% -0.645%-13.127%
484Graphic softwareTechnical SkillsBusiness applications16 214,8647.433% 21,2336.720% -0.713%-9.598%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 62,8462.174% 3,9661.255% -0.919%-42.270%
1323Green ITTechnical SkillsEnvironmental9 6,8060.235% 8240.261% 0.025%10.755%
893Guidance systemsTechnical SkillsHardware1 1390.005% 60.002% -0.003%-60.512%
1371HackingTechnical SkillsInformation mgmt5 13,9880.484% 2,5440.805% 0.321%66.376%
895Hardware description language (HDL)Technical SkillsHardware2 8830.031% 540.017% -0.013%-44.055%
1277Hardware DesignTechnical SkillsHardware19 23,3590.808% 2,5040.792% -0.016%-1.936%
1278Hardware TestingTechnical SkillsHardware4 8,1580.282% 6240.197% -0.085%-30.027%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 8090.028% 280.009% -0.019%-68.338%
492Helpdesk or call centerTechnical SkillsBusiness applications2 100,1813.466% 7,9582.519% -0.947%-27.331%
1377Homeland SecurityTechnical SkillsInformation mgmt1 52,2501.808% 1,8980.601% -1.207%-66.769%
114IBM databasesTechnical SkillsInformation mgmt2 81,6542.825% 6,3262.002% -0.823%-29.127%
121IBM operating systemsTechnical SkillsBusiness applications4 58,6252.028% 3,1230.988% -1.040%-51.268%
898Image capture devicesTechnical SkillsHardware8 13,0770.452% 1,2400.392% -0.060%-13.256%
524Industrial control softwareTechnical SkillsBusiness applications3 11,1710.386% 1,0150.321% -0.065%-16.881%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 44,7851.549% 4,6451.470% -0.079%-5.119%
1375Information SecurityTechnical SkillsInformation mgmt3 108,8783.767% 14,5004.589% 0.822%21.830%
899InfraredTechnical SkillsHardware1 2,2340.077% 1460.046% -0.031%-40.214%
1180InstallationTechnical SkillsSoftware development1 245,1098.480% 19,7526.251% -2.229%-26.281%
901Interface definition language (IDL)Technical SkillsHardware1 1,1270.039% 700.022% -0.017%-43.180%
536Internet browser softwareTechnical SkillsBusiness applications4 16,9910.588% 9770.309% -0.279%-47.398%
1393Intrusion DetectionTechnical SkillsInformation mgmt1 32,1811.113% 3,4711.098% -0.015%-1.330%
541Inventory management softwareTechnical SkillsBusiness applications3 12,7690.442% 1,1620.368% -0.074%-16.751%
1414ISO 9000Technical SkillsSoftware development1 4,7750.165% 1180.037% -0.128%-77.393%
73IT Architecture/StandardsTechnical SkillsHardware2 19,8620.687% 1,8530.586% -0.101%-14.655%
1357Java METechnical SkillsMobile Platforms2 1,1330.039% 850.027% -0.012%-31.370%
1035KernelTechnical SkillsNetwork1 34,7551.202% 3,0530.966% -0.236%-19.640%
907LasersTechnical SkillsHardware1 7500.026% 690.022% -0.004%-15.838%
1038License management softwareTechnical SkillsNetwork1 1,8540.064% 1820.058% -0.007%-10.197%
1361LinkedInTechnical SkillsSocial Networking1 25,7320.890% 4,6531.473% 0.582%65.420%
908Mainframe computersTechnical SkillsHardware2 64,7252.239% 4,3651.381% -0.858%-38.306%
124Mainframe operating systemsTechnical SkillsBusiness applications8 37,9741.314% 2,4810.785% -0.529%-40.232%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 67,2002.325% 5,2201.652% -0.673%-28.939%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 11,9160.412% 8520.270% -0.143%-34.591%
1281Medical softwareTechnical SkillsBusiness applications9 16,2320.562% 2,4510.776% 0.214%38.134%
115Microsoft databasesTechnical SkillsInformation mgmt5 462,22215.991% 45,93114.536% -1.454%-9.096%
119Microsoft operating systemsTechnical SkillsBusiness applications4 632,20421.871% 52,33216.562% -5.309%-24.275%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 19,1350.662% 3,5191.114% 0.452%68.236%
625MultimediaTechnical SkillsBusiness applications1 26,6080.921% 1,4050.445% -0.476%-51.695%
1362MySpaceTechnical SkillsSocial Networking1 3,6880.128% 70.002% -0.125%-98.264%
74Network administrationTechnical SkillsHardware17 306,48210.603% 29,5939.365% -1.237%-11.669%
1282Network Administration softwareTechnical SkillsNetwork18 150,6765.213% 16,2325.137% -0.076%-1.450%
1283Network HardwareTechnical SkillsNetwork11 115,0553.980% 10,4343.302% -0.678%-17.039%
1284Network Monitoring softwareTechnical SkillsNetwork15 81,5622.822% 10,0253.173% 0.351%12.441%
1059Network operation system software (NOS)Technical SkillsNetwork2 2,8150.097% 2660.084% -0.013%-13.557%
1122Network securityTechnical SkillsSecurity1 95,7933.314% 9,3242.951% -0.363%-10.958%
1369Network SecurityTechnical SkillsInformation mgmt1 19,8630.687% 2,3600.747% 0.060%8.691%
1285Network Security softwareTechnical SkillsSecurity35 209,0007.230% 26,8918.510% 1.280%17.703%
1286Network softwareTechnical SkillsNetwork6 53,2931.844% 5,0041.584% -0.260%-14.104%
1287Network TestingTechnical SkillsNetwork11 47,8221.654% 4,9431.564% -0.090%-5.444%
1065Novell network softwareTechnical SkillsNetwork2 4,1850.145% 440.014% -0.131%-90.382%
643OberonTechnical SkillsBusiness applications1 4130.014% 690.022% 0.008%52.837%
1413Object Oriented DesignTechnical SkillsSoftware development2 94,6923.276% 9,9613.152% -0.123%-3.768%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 429,85614.871% 50,17715.880% 1.009%6.785%
1288Office ApplicationsTechnical SkillsBusiness applications13 359,58412.440% 30,5639.672% -2.767%-22.246%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 36,7041.270% 2,3890.756% -0.514%-40.457%
116Open-source databasesTechnical SkillsInformation mgmt4 193,5436.696% 32,34610.237% 3.541%52.887%
118Open-source operating systemsTechnical SkillsBusiness applications8 538,95518.645% 68,46821.669% 3.023%16.215%
56Operating SystemsTechnical SkillsBusiness applications3 284,2839.835% 25,6938.131% -1.704%-17.322%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 1,7210.060% 2370.075% 0.015%25.978%
117Oracle databasesTechnical SkillsInformation mgmt1 527,75918.258% 40,64812.864% -5.394%-29.542%
1354Palm OSTechnical SkillsMobile Platforms3 3,1710.110% 600.019% -0.091%-82.691%
1376Penetration TestingTechnical SkillsInformation mgmt5 71,5962.477% 11,0263.489% 1.013%40.883%
1289Physical ToolsTechnical SkillsHardware1 1570.005% 90.003% -0.003%-47.559%
683Point of sale (POS)Technical SkillsBusiness applications3 16,9150.585% 1,8200.576% -0.009%-1.570%
931PrintersTechnical SkillsHardware3 24,1980.837% 2,3600.747% -0.090%-10.780%
43ProgrammingTechnical SkillsSoftware development1 860,01029.752% 90,98628.795% -0.957%-3.217%
700ProvisioningTechnical SkillsBusiness applications1 42,6701.476% 6,2611.981% 0.505%34.230%
1405Rapid Application DevelopmentTechnical SkillsSoftware development2 17,6520.611% 1,1610.367% -0.243%-39.832%
1258Rate ControlTechnical SkillsTechnical applications1 1840.006% 100.003% -0.003%-50.282%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 39,1551.355% 1,4320.453% -0.901%-66.543%
1077Remote control softwareTechnical SkillsNetwork2 2,7370.095% 2200.070% -0.025%-26.468%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 1,9510.067% 1750.055% -0.012%-17.944%
1379Risk AnalysisTechnical SkillsInformation mgmt1 17,5250.606% 1,8200.576% -0.030%-4.996%
1262RoboticsTechnical SkillsHardware3 12,4830.432% 2,2380.708% 0.276%64.010%
1318RSATechnical SkillsSecurity1 13,9330.482% 1,2340.391% -0.091%-18.979%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 94,2213.260% 20,3366.436% 3.176%97.445%
44SDLCTechnical SkillsSoftware development7 399,63113.825% 46,37514.677% 0.851%6.158%
1132Secure shell (SSH)Technical SkillsSecurity1 3130.011% 300.009% -0.001%-12.319%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 41,7781.445% 5,6531.789% 0.344%23.783%
76SecurityTechnical SkillsHardware4 2,060,89571.297% 314,44999.516% 28.219%39.580%
1382Security AuditTechnical SkillsInformation mgmt1 2,9780.103% 2920.092% -0.011%-10.301%
1315Security ClearanceTechnical SkillsMisc2 212,3047.345% 13,5524.289% -3.056%-41.605%
1381Security PlanTechnical SkillsInformation mgmt1 2,0070.069% 2750.087% 0.018%25.347%
1380Security PolicyTechnical SkillsInformation mgmt2 43,3551.500% 5,7461.818% 0.319%21.242%
1135Security testing softwareTechnical SkillsSecurity1 8,2440.285% 1,3550.429% 0.144%50.359%
60Sharepoint ServerTechnical SkillsBusiness applications1 11,3600.393% 5270.167% -0.226%-57.561%
1084Signal generatorsTechnical SkillsNetwork1 5810.020% 680.022% 0.001%7.068%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 29,5601.023% 2,4880.787% -0.235%-23.003%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 130,3744.510% 18,4585.842% 1.331%29.516%
1220Simulation softwareTechnical SkillsSoftware development5 47,6571.649% 3,6531.156% -0.493%-29.879%
1366Social NetworkTechnical SkillsSocial Networking1 11,1000.384% 3,5631.128% 0.744%193.644%
1358Social NetworkingTechnical SkillsSocial Networking1 18,0070.623% 5820.184% -0.439%-70.433%
42Software DevelopmentTechnical SkillsSoftware development2 796,32627.549% 83,74826.504% -1.045%-3.792%
1291Software Development softwareTechnical SkillsSoftware development3 5,8840.204% 3690.117% -0.087%-42.630%
1309Software EngineeringTechnical SkillsSoftware development1 470,38216.273% 56,89218.005% 1.732%10.644%
1292Software InstallationTechnical SkillsSoftware development4 352,31812.188% 44,58714.111% 1.922%15.771%
1223Software librariesTechnical SkillsSoftware development1 1,0770.037% 1170.037% -0.000%-0.620%
1293Software MaintenanceTechnical SkillsSoftware development1 25,3880.878% 2,7450.869% -0.010%-1.090%
1294Software TestingTechnical SkillsSoftware development14 355,40612.295% 39,96312.647% 0.352%2.864%
1225Source code management (SCM)Technical SkillsSoftware development5 126,3054.370% 16,1365.107% 0.737%16.870%
1229Static analysis softwareTechnical SkillsSoftware development1 2,9560.102% 5040.160% 0.057%55.975%
772Statistical analysis softwareTechnical SkillsBusiness applications26 213,6947.393% 26,4478.370% 0.977%13.217%
774Statistical softwareTechnical SkillsBusiness applications1 99,7113.450% 12,2193.867% 0.418%12.104%
1230Stress testing softwareTechnical SkillsSoftware development1 8,4500.292% 7520.238% -0.054%-18.588%
122Sun operating systemsTechnical SkillsBusiness applications3 132,8154.595% 5,0481.598% -2.997%-65.230%
939Surveillance systemsTechnical SkillsHardware5 24,5660.850% 2,1700.687% -0.163%-19.192%
791Symantec softwareTechnical SkillsBusiness applications1 22,8460.790% 1,7620.558% -0.233%-29.446%
1355SymbianTechnical SkillsMobile Platforms1 1080.004% 00.000% -0.004%-100.000%
1310System AdministrationTechnical SkillsNetwork4 200,3656.932% 17,9365.676% -1.255%-18.110%
45System TestingTechnical SkillsSoftware development5 68,0582.354% 6,5432.071% -0.284%-12.052%
46Systems AnalysisTechnical SkillsSoftware development8 253,3618.765% 21,3106.744% -2.021%-23.057%
47Systems DesignTechnical SkillsSoftware development1 44,0041.522% 3,2871.040% -0.482%-31.666%
1233Systems EvaluationTechnical SkillsSoftware development1 2570.009% 350.011% 0.002%24.584%
1234Systems integrationTechnical SkillsSoftware development8 149,0465.156% 7,3312.320% -2.836%-55.004%
75TCP/IPTechnical SkillsHardware3 182,8916.327% 15,9695.054% -1.273%-20.125%
1235Technology DesignTechnical SkillsSoftware development1 2,5960.090% 1800.057% -0.033%-36.570%
1236TemplatesTechnical SkillsSoftware development1 45,8821.587% 5,0681.604% 0.017%1.047%
1239Test implementationTechnical SkillsSoftware development1 1,1750.041% 1550.049% 0.008%20.676%
1302TestingTechnical SkillsSoftware development1 963,73133.340% 107,95934.167% 0.826%2.478%
1297Training softwareTechnical SkillsBusiness applications3 2,3830.082% 690.022% -0.061%-73.512%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 4,1750.144% 3200.101% -0.043%-29.883%
1360TwitterTechnical SkillsSocial Networking1 36,3631.258% 3,5931.137% -0.121%-9.609%
1411Unified ProcessTechnical SkillsSoftware development1 8,7240.302% 2450.078% -0.224%-74.309%
123UNIX operating systemsTechnical SkillsBusiness applications5 499,70017.287% 35,98311.388% -5.899%-34.126%
1298UNIX ShellsTechnical SkillsBusiness applications4 115,3423.990% 11,7573.721% -0.269%-6.753%
1410Use CaseTechnical SkillsSoftware development1 22,3490.773% 2,0120.637% -0.136%-17.643%
48User-Interface DesignTechnical SkillsSoftware development2 206,9817.161% 29,7449.413% 2.253%31.461%
836Video creation and editing softwareTechnical SkillsBusiness applications3 13,0730.452% 1,4260.451% -0.001%-0.213%
64Visual StudioTechnical SkillsSoftware development1 117,2204.055% 12,8624.071% 0.015%0.377%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 3,7490.130% 5260.166% 0.037%28.351%
77Voice/Data TelecomTechnical SkillsHardware10 216,5467.491% 15,5404.918% -2.573%-34.351%
1299Web Application ServerTechnical SkillsBusiness applications8 150,8105.217% 9,9793.158% -2.059%-39.468%
1248Web platform development softwareTechnical SkillsSoftware development5 9,6680.334% 2470.078% -0.256%-76.628%
65web programmerTechnical SkillsSoftware development4 36,6731.269% 2,1880.692% -0.576%-45.421%
58Web serversTechnical SkillsBusiness applications6 240,7728.330% 23,1047.312% -1.018%-12.217%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 174,5696.039% 17,6105.573% -0.466%-7.717%
1356Windows CETechnical SkillsMobile Platforms4 20,8020.720% 1,0610.336% -0.384%-53.341%
1102WirelessTechnical SkillsNetwork5 128,3144.439% 11,5523.656% -0.783%-17.641%
1363YouTubeTechnical SkillsSocial Networking2 6,1900.214% 7350.233% 0.018%8.624%
79.NETProgramming SkillsCurrent1 372,22712.877% 39,34112.451% -0.427%-3.314%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 950.003% 70.002% -0.001%-32.593%
209A programming language (APL)Programming SkillsLegacy2 4,5000.156% 2950.093% -0.062%-40.030%
99AdaProgramming SkillsLegacy1 9,8840.342% 5590.177% -0.165%-48.262%
80AJAXProgramming SkillsCurrent1 205,9047.123% 16,8835.343% -1.780%-24.991%
210Algorithmic language (ALGOL)Programming SkillsLegacy1 720.002% 200.006% 0.004%154.112%
192Apple AppleScriptProgramming SkillsCurrent1 5330.018% 1270.040% 0.022%117.974%
81ASPProgramming SkillsCurrent2 255,4458.837% 24,0627.615% -1.222%-13.829%
108AssemblyProgramming SkillsLegacy2 9,3370.323% 3030.096% -0.227%-70.313%
211AWKProgramming SkillsLegacy1 7,3540.254% 6720.213% -0.042%-16.406%
212BProgramming SkillsLegacy1 36,3201.256% 4,0681.287% 0.031%2.462%
83C#Programming SkillsCurrent2 370,24612.809% 48,29115.283% 2.474%19.317%
82C/C++Programming SkillsCurrent3 545,21618.862% 53,35216.885% -1.977%-10.482%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 284,6689.848% 50,77316.068% 6.220%63.163%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 8680.030% 1280.041% 0.010%34.902%
84CGIProgramming SkillsCurrent2 23,1230.800% 3,4951.106% 0.306%38.271%
217ClipperProgramming SkillsLegacy1 5530.019% 260.008% -0.011%-56.989%
218CLUProgramming SkillsLegacy1 1820.006% 40.001% -0.005%-79.894%
100CobolProgramming SkillsLegacy1 24,3800.843% 1,8470.585% -0.259%-30.696%
85ColdFusionProgramming SkillsCurrent2 20,5090.710% 9670.306% -0.403%-56.867%
219Combined programming language (CPL)Programming SkillsLegacy1 3860.013% 120.004% -0.010%-71.560%
195Component object model (COM)Programming SkillsCurrent1 5280.018% 70.002% -0.016%-87.872%
125Database programmingProgramming SkillsCurrent3 84,1302.910% 6,0391.911% -0.999%-34.334%
196Distributed component object model (DCOM)Programming SkillsCurrent1 5,2730.182% 1010.032% -0.150%-82.478%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 20,9800.726% 1,7030.539% -0.187%-25.743%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 5,3290.184% 6280.199% 0.014%7.806%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 36,4611.261% 1,6720.529% -0.732%-58.050%
109ForthProgramming SkillsLegacy1 7,6840.266% 7280.230% -0.035%-13.329%
102FortranProgramming SkillsLegacy1 5,3400.185% 3780.120% -0.065%-35.244%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 590,90920.443% 62,15119.669% -0.773%-3.782%
222JProgramming SkillsLegacy1 10,5250.364% 6360.201% -0.163%-44.721%
87Java/J2EE/J2PProgramming SkillsCurrent4 780,47927.001% 95,78930.315% 3.314%12.275%
97JavaScriptProgramming SkillsCurrent3 458,66815.868% 76,04324.066% 8.198%51.666%
89JavaServer FacesProgramming SkillsCurrent3 31,0051.073% 2,2530.713% -0.360%-33.525%
88JavaServer PagesProgramming SkillsCurrent3 131,0054.532% 7,5762.398% -2.134%-47.097%
223Job control language (JCL)Programming SkillsLegacy2 14,1180.488% 1,1760.372% -0.116%-23.799%
126LAMPProgramming SkillsCurrent1 37,0051.280% 4,6341.467% 0.186%14.558%
104LispProgramming SkillsLegacy1 2,2650.078% 1740.055% -0.023%-29.724%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 1,8990.066% 3460.110% 0.044%66.678%
201Microsoft ActiveXProgramming SkillsCurrent1 5,0410.174% 830.026% -0.148%-84.938%
107PascalProgramming SkillsLegacy1 1,5630.054% 650.021% -0.034%-61.956%
90PerlProgramming SkillsCurrent1 253,2558.761% 22,1287.003% -1.758%-20.070%
91PHPProgramming SkillsCurrent1 147,2995.096% 18,0355.708% 0.612%12.007%
103PL/1Programming SkillsLegacy3 5370.019% 280.009% -0.010%-52.301%
105PrologProgramming SkillsLegacy1 1,4940.052% 2200.070% 0.018%34.710%
95PythonProgramming SkillsCurrent1 208,4907.213% 52,34316.565% 9.353%129.669%
228Register transfer language (RTL)Programming SkillsLegacy1 44,1761.528% 4,8141.524% -0.005%-0.311%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 1,6400.057% 1820.058% 0.001%1.521%
206Scripting languagesProgramming SkillsCurrent1 74,6892.584% 9,0602.867% 0.283%10.968%
101SmalltalkProgramming SkillsLegacy1 9730.034% 170.005% -0.028%-84.017%
92SQLProgramming SkillsCurrent3 1,010,71934.966% 112,39935.572% 0.606%1.733%
110TCLProgramming SkillsLegacy1 16,3140.564% 7730.245% -0.320%-56.654%
98Unified Modeling LanguageProgramming SkillsCurrent2 98,8953.421% 4,9651.571% -1.850%-54.072%
93Visual BasicProgramming SkillsCurrent6 217,3667.520% 13,5354.284% -3.236%-43.037%
207Web service definition language (WSDL)Programming SkillsCurrent2 26,7400.925% 2,1260.673% -0.252%-27.267%
94XMLProgramming SkillsCurrent2 423,37114.647% 31,89010.092% -4.554%-31.093%
1342Computer ScienceMajorsComputer Science2 2,890,589100.000% 315,979100.000% 0.000%0.000%
1344Information TechnologyMajorsInformation Technology3 773,01426.742% 59,58618.858% -7.885%-29.484%
1343Management Information SystemsMajorsManagement Information Systems9 749,55625.931% 67,69921.425% -4.506%-17.376%

IT Degrees

Information Technology

2017-11-09Jobs Found:1,412,386Click 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 3,9740.281% 5990.566% 0.285%101.205%
2Attention to DetailsSoft SkillsProblem-solving skills1 3,7240.264% 4420.418% 0.154%58.435%
8Conflict ResolutionSoft SkillsInterpersonal skills1 9,5440.676% 1,3521.278% 0.602%89.097%
231CooperationSoft SkillsInterpersonal skills1 11,3610.804% 8710.823% 0.019%2.339%
3CreativitySoft SkillsProblem-solving skills3 38,2972.712% 4,3314.093% 1.382%50.960%
4Critical thinkingSoft SkillsProblem-solving skills3 18,1251.283% 3,2623.083% 1.800%140.240%
1300FlexibilitySoft SkillsWork ethic1 96,0316.799% 4,3514.112% -2.687%-39.519%
232IndependenceSoft SkillsInterpersonal skills1 7,7880.551% 6740.637% 0.086%15.524%
13Initiative/Motivation to workSoft SkillsWork ethic5 176,26912.480% 16,60415.693% 3.212%25.741%
256InnovationSoft SkillsProblem-solving skills1 97,6306.912% 12,59711.906% 4.993%72.236%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 169,76812.020% 12,12311.458% -0.562%-4.678%
1422InternshipSoft SkillsWork ethic3 49,1073.477% 1,0550.997% -2.480%-71.322%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 8430.060% 660.062% 0.003%4.509%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 97,6586.914% 11,16210.549% 3.635%52.571%
10LeadershipSoft SkillsInterpersonal skills1 312,08622.096% 28,40426.845% 4.749%21.491%
258LearningSoft SkillsProblem-solving skills1 150,06110.625% 7,8247.395% -3.230%-30.401%
1Learning AbilitySoft SkillsProblem-solving skills3 20,4371.447% 2,3142.187% 0.740%51.142%
236ListeningSoft SkillsLanguage skills1 51,1613.622% 2,6142.471% -1.152%-31.797%
260MathematicsSoft SkillsProblem-solving skills3 41,5702.943% 4,8114.547% 1.604%54.488%
261MemorizationSoft SkillsProblem-solving skills1 770.005% 10.001% -0.005%-82.664%
18Negotiation SkillsSoft SkillsLanguage skills1 15,7601.116% 1,1241.062% -0.054%-4.797%
262OptimizationSoft SkillsProblem-solving skills1 58,5974.149% 5,3155.023% 0.875%21.078%
19Oral CommunicationsSoft SkillsLanguage skills3 24,3741.726% 2,3302.202% 0.476%27.605%
273PersistenceSoft SkillsWork ethic1 3,3650.238% 3550.336% 0.097%40.826%
239PersuasionSoft SkillsLanguage skills1 2,3990.170% 2590.245% 0.075%44.115%
1301Physical SkillSoft SkillsWork ethic2 1,3550.096% 1110.105% 0.009%9.351%
240PresentationsSoft SkillsLanguage skills1 74,3685.265% 6,1925.852% 0.587%11.143%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 202,98314.372% 21,69620.505% 6.134%42.679%
20Questioning skillsSoft SkillsLanguage skills1 3840.027% 470.044% 0.017%63.383%
241Reading ComprehensionSoft SkillsLanguage skills1 4800.034% 420.040% 0.006%16.801%
6Research skillsSoft SkillsProblem-solving skills1 2,6460.187% 1510.143% -0.045%-23.823%
15ResponsibilitySoft SkillsWork ethic2 138,4709.804% 10,72710.138% 0.334%3.410%
234Self ControlSoft SkillsInterpersonal skills1 1140.008% 140.013% 0.005%63.931%
11Self-esteemSoft SkillsInterpersonal skills1 430.003% 140.013% 0.010%334.609%
16Self-managementSoft SkillsWork ethic1 1,2550.089% 1900.180% 0.091%102.092%
250Stress ToleranceSoft SkillsPhysical skills1 2280.016% 480.045% 0.029%181.025%
12TeamworkSoft SkillsInterpersonal skills1 60,6174.292% 4,7884.525% 0.233%5.438%
17Time ManagementSoft SkillsWork ethic2 46,5923.299% 4,9284.658% 1.359%41.188%
268VisualizationSoft SkillsProblem-solving skills1 9,9890.707% 2,1982.077% 1.370%193.728%
7Working under pressureSoft SkillsProblem-solving skills1 8800.062% 1520.144% 0.081%130.568%
21Written CommunicationsSoft SkillsLanguage skills4 207,15314.667% 17,84816.868% 2.202%15.010%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 215,48215.257% 6,9736.590% -8.666%-56.804%
172Account managementBusiness SkillsManagement skills1 14,8991.055% 1,4921.410% 0.355%33.675%
22AccountingBusiness SkillsBusiness processes4 303,76321.507% 7,6927.270% -14.237%-66.198%
1263Accounting softwareBusiness SkillsBusiness processes7 41,2142.918% 9790.925% -1.993%-68.291%
174AdministrationBusiness SkillsManagement skills3 471,64733.394% 26,85425.380% -8.013%-23.997%
1313AnalystBusiness SkillsProject management1 289,33120.485% 26,08824.656% 4.171%20.361%
175Application managementBusiness SkillsManagement skills5 95,9996.797% 9,5799.053% 2.256%33.196%
150Asset managementBusiness SkillsBusiness processes1 21,8741.549% 1,7701.673% 0.124%8.015%
151AuditingBusiness SkillsBusiness processes5 122,5298.675% 7,6307.211% -1.464%-16.876%
1264Auditing softwareBusiness SkillsBusiness processes1 1350.010% 00.000% -0.010%-100.000%
152BillingBusiness SkillsBusiness processes1 61,1994.333% 1,7611.664% -2.669%-61.589%
1314Business AnalystBusiness SkillsProject management1 123,5908.750% 9,9209.376% 0.625%7.144%
35Business IntelligenceBusiness SkillsStrategy skills1 62,5854.431% 6,6856.318% 1.887%42.584%
155Business performance management (BPM)Business SkillsBusiness processes2 9,2750.657% 1,1981.132% 0.476%72.418%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 26,4771.875% 8350.789% -1.085%-57.902%
36Business StrategyBusiness SkillsStrategy skills3 308,19821.821% 25,34323.952% 2.131%9.766%
182Calendar and schedulingBusiness SkillsProject management3 60,4714.281% 4,8894.621% 0.339%7.922%
156Capacity planningBusiness SkillsBusiness processes1 25,8551.831% 2,4342.300% 0.470%25.665%
28Change ManagementBusiness SkillsManagement skills1 64,5914.573% 7,4837.072% 2.499%54.647%
183Content workflowBusiness SkillsProject management1 500.004% 10.001% -0.003%-73.303%
24Contracting and legalBusiness SkillsBusiness processes2 170,30812.058% 9,4578.938% -3.120%-25.876%
176CoordinationBusiness SkillsManagement skills1 77,4365.483% 7,2046.809% 1.326%24.185%
157Cost accountingBusiness SkillsBusiness processes1 2,9200.207% 980.093% -0.114%-55.200%
158Cost estimationBusiness SkillsBusiness processes1 1,3030.092% 1190.112% 0.020%21.911%
1312Customer SupportBusiness SkillsBusiness processes6 310,61121.992% 23,28622.008% 0.016%0.073%
1339EducationBusiness SkillsIndustry Segment1 15,5231.099% 1,2441.176% 0.077%6.975%
1333EnergyBusiness SkillsIndustry Segment1 68,4514.846% 6,5546.194% 1.348%27.810%
1340EntertainmentBusiness SkillsIndustry Segment1 165,54511.721% 1,8501.748% -9.972%-85.083%
1319EnvironmentalBusiness SkillsEnvironmental15 115,4938.177% 3,0452.878% -5.299%-64.806%
1320Environmental StrategyBusiness SkillsEnvironmental7 4,7960.340% 1,0090.954% 0.614%180.835%
161FinancialBusiness SkillsBusiness processes2 490,92434.758% 26,55925.101% -9.657%-27.783%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 2,3820.169% 330.031% -0.137%-81.507%
1332Health CareBusiness SkillsIndustry Segment2 384,14127.198% 19,73718.654% -8.544%-31.415%
177Human resourcesBusiness SkillsManagement skills2 234,16516.579% 3,8983.684% -12.895%-77.779%
1336InsuranceBusiness SkillsIndustry Segment1 8,6970.616% 9550.903% 0.287%46.579%
1316Managing/SupervisionBusiness SkillsManagement skills5 696,72949.330% 41,97539.671% -9.659%-19.580%
1334ManufacturingBusiness SkillsIndustry Segment2 197,69613.997% 5,6555.345% -8.653%-61.817%
26MarketingBusiness SkillsBusiness processes1 288,82120.449% 7,0796.690% -13.759%-67.282%
185MonitoringBusiness SkillsProject management1 154,33710.927% 18,04417.054% 6.126%56.064%
179NegotiationBusiness SkillsManagement skills1 60,0024.248% 4,7794.517% 0.268%6.319%
163Operation and ControlBusiness SkillsBusiness processes2 6590.047% 710.067% 0.020%43.818%
29Outsourcing ManagementBusiness SkillsManagement skills3 96,3126.819% 4,2133.982% -2.837%-41.608%
167ProcurementBusiness SkillsBusiness processes1 73,2255.184% 2,6272.483% -2.702%-52.111%
1290Project Management softwareBusiness SkillsProject management2 49,1623.481% 4,8984.629% 1.148%32.993%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 285,47820.212% 25,41224.017% 3.805%18.824%
168QualityBusiness SkillsBusiness processes1 418,15629.606% 37,94835.865% 6.259%21.141%
1337Real EstateBusiness SkillsIndustry Segment2 166,52011.790% 1,1301.068% -10.722%-90.942%
1335RetailBusiness SkillsIndustry Segment2 409,04728.961% 12,52211.835% -17.127%-59.136%
34Risk ManagementBusiness SkillsProject management1 51,3813.638% 5,8995.575% 1.937%53.255%
169Service OrientationBusiness SkillsBusiness processes1 11,4040.807% 8940.845% 0.038%4.645%
27Supply Chain ManagementBusiness SkillsBusiness processes3 77,1595.463% 3,1062.936% -2.527%-46.265%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 3,0410.215% 1650.156% -0.059%-27.572%
178TeachingBusiness SkillsManagement skills7 211,81214.997% 3,1342.962% -12.035%-80.249%
190TimekeepingBusiness SkillsProject management3 75,5845.352% 1,8211.721% -3.630%-67.840%
1296Timekeeping softwareBusiness SkillsProject management1 1,7100.121% 1710.162% 0.041%33.487%
171Total quality management (TQM)Business SkillsBusiness processes2 1,4300.101% 920.087% -0.014%-14.120%
180TroubleshootingBusiness SkillsManagement skills1 160,67811.376% 18,92317.884% 6.508%57.207%
181VerificationBusiness SkillsManagement skills1 45,7403.238% 12,41511.734% 8.495%262.318%
1338Waste ManagementBusiness SkillsIndustry Segment1 1,2880.091% 2320.219% 0.128%140.442%
191WorkflowBusiness SkillsProject management1 59,2004.191% 6,1015.766% 1.575%37.568%
31Working GloballyBusiness SkillsManagement skills3 9,2990.658% 1060.100% -0.558%-84.784%
32Working with Virtual TeamsBusiness SkillsManagement skills2 2,5790.183% 1810.171% -0.012%-6.316%
514GLTechnical SkillsSoftware development3 1,5030.106% 650.061% -0.045%-42.271%
987Access servers & softwareTechnical SkillsNetwork10 47,3903.355% 4,9894.715% 1.360%40.529%
38Agile Development MethodsTechnical SkillsSoftware development13 51,5853.652% 10,99610.393% 6.740%184.545%
304Algorithmic softwareTechnical SkillsBusiness applications1 60.000% 00.000% -0.000%-100.000%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 1,1420.081% 520.049% -0.032%-39.218%
1352AndroidTechnical SkillsMobile Platforms3 9,6210.681% 2,4412.307% 1.626%238.678%
1351Apple iOSTechnical SkillsMobile Platforms6 8,9160.631% 1,1681.104% 0.473%74.869%
120Apple operating systemsTechnical SkillsBusiness applications6 26,6341.886% 3,5973.400% 1.514%80.278%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 36,5752.590% 180.017% -2.573%-99.343%
1423Artificial IntelligenceTechnical SkillsInformation mgmt5 19,0621.350% 1,0520.994% -0.355%-26.331%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 120.001% 00.000% -0.001%-100.000%
1265Backup & RecoveryTechnical SkillsTechnical applications16 116,8658.274% 9,9659.418% 1.144%13.823%
1386BiometricTechnical SkillsInformation mgmt2 3,0280.214% 9480.896% 0.682%317.918%
1353BlackberryTechnical SkillsMobile Platforms2 11,0430.782% 4840.457% -0.324%-41.494%
336Borland DelphiTechnical SkillsBusiness applications1 1,4260.101% 1210.114% 0.013%13.267%
337Borland JBuilderTechnical SkillsBusiness applications1 8420.060% 30.003% -0.057%-95.244%
338Borland ParadoxTechnical SkillsBusiness applications1 1000.007% 40.004% -0.003%-46.605%
72Business Continuity PlanningTechnical SkillsHardware2 42,9133.038% 2,0111.901% -1.138%-37.445%
352Cadence OpusTechnical SkillsBusiness applications1 1,0830.077% 240.023% -0.054%-70.418%
868CalculatorsTechnical SkillsHardware1 7040.050% 460.043% -0.006%-12.778%
39CASE ToolsTechnical SkillsSoftware development1 102,0547.226% 5,6035.295% -1.930%-26.713%
367Categorization or classification softwareTechnical SkillsBusiness applications1 4,0260.285% 3700.350% 0.065%22.678%
112CertificationTechnical SkillsMisc3 329,06923.299% 29,01927.426% 4.128%17.716%
78CiscoTechnical SkillsHardware1 202,55814.342% 7,5367.122% -7.219%-50.337%
1009Cisco Systems IOSTechnical SkillsNetwork1 14,1030.999% 3,2243.047% 2.049%205.156%
40Client-ServerTechnical SkillsSoftware development1 35,0452.481% 1,4581.378% -1.103%-44.465%
1011Cluster server softwareTechnical SkillsNetwork8 20,2551.434% 2,0461.934% 0.500%34.838%
1147CMAKETechnical SkillsSoftware development1 550.004% 250.024% 0.020%506.759%
1151Compatibility testingTechnical SkillsSoftware development1 3820.027% 900.085% 0.058%214.498%
1152CompilersTechnical SkillsSoftware development5 10,3040.730% 7650.723% -0.007%-0.895%
1255Compliance softwareTechnical SkillsTechnical applications3 10,3350.732% 1,2681.198% 0.467%63.775%
385Computer aided design (CAD)Technical SkillsBusiness applications12 50,4923.575% 1,1521.089% -2.486%-69.544%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 2,5640.182% 2090.198% 0.016%8.810%
875Computer diagnosticsTechnical SkillsHardware5 51,1973.625% 5,2544.966% 1.341%36.989%
1107Computer forensicsTechnical SkillsSecurity1 3,9550.280% 2480.234% -0.046%-16.296%
1266Computer HardwareTechnical SkillsHardware15 34,3462.432% 3,1462.973% 0.542%22.270%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 34,9192.472% 560.053% -2.419%-97.859%
1015Computer serversTechnical SkillsNetwork6 116,9478.280% 10,98810.385% 2.105%25.421%
1267Computer UtilitiesTechnical SkillsMisc1 2940.021% 540.051% 0.030%145.180%
59Content ManagerTechnical SkillsBusiness applications1 1,4640.104% 870.082% -0.021%-20.674%
1396Continuous ImprovementTechnical SkillsSoftware development1 24,6391.744% 3,3223.140% 1.395%79.976%
878ControllersTechnical SkillsHardware3 7,5540.535% 9270.876% 0.341%63.811%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 1,9090.135% 1610.152% 0.017%12.579%
407Customer information control system (CICS)Technical SkillsBusiness applications2 5,7970.410% 4610.436% 0.025%6.154%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 106,5677.545% 6,6506.285% -1.260%-16.701%
1368Cyber SecurityTechnical SkillsInformation mgmt3 21,1001.494% 4,3744.134% 2.640%176.717%
953Data acquisition systemsTechnical SkillsInformation mgmt1 4,9170.348% 4410.417% 0.069%19.723%
955Data compression softwareTechnical SkillsInformation mgmt1 2,0750.147% 1530.145% -0.002%-1.573%
956Data conversion softwareTechnical SkillsInformation mgmt1 6,7250.476% 5720.541% 0.064%13.538%
958Data dictionaryTechnical SkillsInformation mgmt1 3,4620.245% 3140.297% 0.052%21.071%
959Data entryTechnical SkillsInformation mgmt1 176,11112.469% 8840.835% -11.634%-93.300%
962Data mappingTechnical SkillsInformation mgmt1 6,8530.485% 9040.854% 0.369%76.087%
67Data MiningTechnical SkillsInformation mgmt5 51,0123.612% 1,5031.421% -2.191%-60.670%
963Data modelingTechnical SkillsInformation mgmt1 34,8672.469% 3,3393.156% 0.687%27.832%
68Data WarehousingTechnical SkillsInformation mgmt2 58,9964.177% 5,7645.448% 1.271%30.419%
69Database AdministrationTechnical SkillsInformation mgmt12 79,6555.640% 7,4367.028% 1.388%24.614%
969Database design softwareTechnical SkillsInformation mgmt15 53,0623.757% 5,0384.761% 1.005%26.740%
1268Database ReportingTechnical SkillsInformation mgmt3 18,0491.278% 1,1221.060% -0.217%-17.019%
1269Database SecurityTechnical SkillsInformation mgmt2 1050.007% 170.016% 0.009%116.122%
1373Database SecurityTechnical SkillsInformation mgmt1 4360.031% 540.051% 0.020%65.328%
1270Database ServersTechnical SkillsInformation mgmt3 13,4350.951% 7110.672% -0.279%-29.357%
1271Database TestingTechnical SkillsInformation mgmt1 8430.060% 2070.196% 0.136%227.779%
1160DebuggingTechnical SkillsSoftware development7 63,2724.480% 7,1256.734% 2.254%50.318%
1385DecryptionTechnical SkillsInformation mgmt1 5240.037% 620.059% 0.021%57.943%
418Desktop publishing softwareTechnical SkillsBusiness applications13 19,7941.401% 1,0681.009% -0.392%-27.976%
1272Development EnvironmentTechnical SkillsSoftware development13 43,2843.065% 3,6553.454% 0.390%12.719%
1273Digital ImagingTechnical SkillsHardware1 2920.021% 70.007% -0.014%-68.000%
883Digital Signal Processor (DSP)Technical SkillsHardware2 1,4340.102% 1340.127% 0.025%24.737%
423Disk operating system (DOS)Technical SkillsBusiness applications1 3,2920.233% 2350.222% -0.011%-4.710%
1307Doctor of PhilosophyTechnical SkillsMisc3 63,9714.529% 1,3111.239% -3.290%-72.644%
973Document management softwareTechnical SkillsInformation mgmt4 13,4890.955% 1,1141.053% 0.098%10.241%
1020Domain name system (DNS)Technical SkillsNetwork3 39,5462.800% 4,8124.548% 1.748%62.428%
61DreamweaverTechnical SkillsSoftware development1 7,2250.512% 2210.209% -0.303%-59.169%
54DSS/GDSSTechnical SkillsBusiness applications5 18,5361.312% 1,3981.321% 0.009%0.677%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 470.003% 10.001% -0.002%-71.599%
62EclipseTechnical SkillsSoftware development1 17,2231.219% 1,7881.690% 0.470%38.579%
1308Electronic CommerceTechnical SkillsBusiness applications2 50,7513.593% 3,0622.894% -0.699%-19.462%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 11,9840.848% 1,5601.474% 0.626%73.765%
1023Electronic mail softwareTechnical SkillsNetwork8 23,3991.657% 1,9831.874% 0.217%13.127%
1384EncryptionTechnical SkillsInformation mgmt1 320.002% 40.004% 0.002%66.859%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 77,4455.483% 7,0656.677% 1.194%21.775%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications15 102,4707.255% 4,8004.537% -2.719%-37.471%
1321Environmental CertificationTechnical SkillsEnvironmental1 1230.009% 170.016% 0.007%84.494%
1328Environmental CleanupTechnical SkillsEnvironmental1 1,2930.092% 1940.183% 0.092%100.282%
1329Environmental EnergyTechnical SkillsEnvironmental21 4,5950.325% 2850.269% -0.056%-17.206%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 5,0120.355% 5710.540% 0.185%52.077%
1327Environmental PollutionTechnical SkillsEnvironmental16 35,5832.519% 3410.322% -2.197%-87.208%
1324Environmental Pollution ControlTechnical SkillsEnvironmental7 2,7110.192% 4080.386% 0.194%100.895%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental7 6380.045% 500.047% 0.002%4.614%
1326Environmental Product StewardshipTechnical SkillsEnvironmental11 45,4463.218% 4500.425% -2.792%-86.782%
1331Environmental ScienceTechnical SkillsEnvironmental2 1820.013% 210.020% 0.007%54.023%
1322Environmental TechnologyTechnical SkillsEnvironmental2 2100.015% 140.013% -0.002%-11.009%
461Expert system softwareTechnical SkillsBusiness applications1 4690.033% 330.031% -0.002%-6.075%
1359FacebookTechnical SkillsSocial Networking1 145,94010.333% 26,89825.422% 15.089%146.028%
463Facilities management softwareTechnical SkillsBusiness applications4 8,0710.571% 1800.170% -0.401%-70.230%
468Flight control softwareTechnical SkillsBusiness applications1 1210.009% 60.006% -0.003%-33.808%
469Flowchart softwareTechnical SkillsBusiness applications5 4,3240.306% 6040.571% 0.265%86.462%
1367ForensicTechnical SkillsInformation mgmt2 47,4943.363% 1,9191.814% -1.549%-46.064%
1112Fraud DetectionTechnical SkillsSecurity1 5,7380.406% 4590.434% 0.028%6.780%
63FrontPageTechnical SkillsSoftware development1 8650.061% 250.024% -0.038%-61.420%
475Fund accounting softwareTechnical SkillsBusiness applications1 5350.038% 460.043% 0.006%14.774%
1260GamingTechnical SkillsMisc2 23,5481.667% 1,7531.657% -0.010%-0.627%
113Generic databasesTechnical SkillsInformation mgmt2 152,15410.773% 15,27914.440% 3.668%34.045%
1365Google AppsTechnical SkillsBusiness applications4 2,5790.183% 2790.264% 0.081%44.408%
1364Google PlusTechnical SkillsSocial Networking1 70.000% 00.000% -0.000%-100.000%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications31 107,1017.583% 6,0085.678% -1.905%-25.118%
484Graphic softwareTechnical SkillsBusiness applications16 131,7129.325% 9,4988.977% -0.349%-3.740%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 14,4221.021% 7170.678% -0.343%-33.636%
1323Green ITTechnical SkillsEnvironmental9 3,3970.241% 1370.129% -0.111%-46.165%
893Guidance systemsTechnical SkillsHardware1 670.005% 10.001% -0.004%-80.077%
1371HackingTechnical SkillsInformation mgmt5 6,8040.482% 7540.713% 0.231%47.927%
895Hardware description language (HDL)Technical SkillsHardware2 1030.007% 110.010% 0.003%42.559%
1277Hardware DesignTechnical SkillsHardware19 6,1020.432% 6780.641% 0.209%48.319%
1278Hardware TestingTechnical SkillsHardware4 1,7370.123% 690.065% -0.058%-46.974%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 6330.045% 170.016% -0.029%-64.150%
492Helpdesk or call centerTechnical SkillsBusiness applications2 141,92410.049% 6,2625.918% -4.130%-41.103%
1377Homeland SecurityTechnical SkillsInformation mgmt1 56,2253.981% 1,1891.124% -2.857%-71.771%
114IBM databasesTechnical SkillsInformation mgmt2 30,1952.138% 2,6602.514% 0.376%17.594%
121IBM operating systemsTechnical SkillsBusiness applications4 29,8412.113% 1,4761.395% -0.718%-33.974%
898Image capture devicesTechnical SkillsHardware8 6,2460.442% 6870.649% 0.207%46.823%
524Industrial control softwareTechnical SkillsBusiness applications3 4,6370.328% 5820.550% 0.222%67.542%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 15,0041.062% 1,3971.320% 0.258%24.288%
1375Information SecurityTechnical SkillsInformation mgmt3 68,2744.834% 8,9648.472% 3.638%75.261%
899InfraredTechnical SkillsHardware1 2,9560.209% 520.049% -0.160%-76.518%
1180InstallationTechnical SkillsSoftware development1 118,7918.411% 9,5669.041% 0.630%7.494%
901Interface definition language (IDL)Technical SkillsHardware1 1720.012% 150.014% 0.002%16.413%
536Internet browser softwareTechnical SkillsBusiness applications4 6,7880.481% 4930.466% -0.015%-3.051%
1393Intrusion DetectionTechnical SkillsInformation mgmt1 17,5671.244% 1,9061.801% 0.558%44.832%
541Inventory management softwareTechnical SkillsBusiness applications3 6,5440.463% 5580.527% 0.064%13.823%
1414ISO 9000Technical SkillsSoftware development1 1,5730.111% 670.063% -0.048%-43.143%
73IT Architecture/StandardsTechnical SkillsHardware2 16,7491.186% 1,3031.231% 0.046%3.847%
1357Java METechnical SkillsMobile Platforms2 3980.028% 60.006% -0.023%-79.876%
1035KernelTechnical SkillsNetwork1 4,7000.333% 2440.231% -0.102%-30.700%
907LasersTechnical SkillsHardware1 3030.021% 40.004% -0.018%-82.378%
1038License management softwareTechnical SkillsNetwork1 9390.066% 1340.127% 0.060%90.493%
1361LinkedInTechnical SkillsSocial Networking1 13,7990.977% 1,7621.665% 0.688%70.450%
908Mainframe computersTechnical SkillsHardware2 66,8024.730% 2,3132.186% -2.544%-53.781%
124Mainframe operating systemsTechnical SkillsBusiness applications8 20,2291.432% 1,2251.158% -0.274%-19.165%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 29,0372.056% 2,2362.113% 0.057%2.792%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 7,3630.521% 3660.346% -0.175%-33.646%
1281Medical softwareTechnical SkillsBusiness applications9 11,5940.821% 8790.831% 0.010%1.203%
115Microsoft databasesTechnical SkillsInformation mgmt5 155,47611.008% 14,21813.438% 2.430%22.071%
119Microsoft operating systemsTechnical SkillsBusiness applications4 233,35916.522% 19,86118.771% 2.249%13.610%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 3,4270.243% 5230.494% 0.252%103.717%
625MultimediaTechnical SkillsBusiness applications1 123,6438.754% 4130.390% -8.364%-95.541%
1362MySpaceTechnical SkillsSocial Networking1 6520.046% 00.000% -0.046%-100.000%
74Network administrationTechnical SkillsHardware17 164,38811.639% 12,72412.026% 0.387%3.322%
1282Network Administration softwareTechnical SkillsNetwork18 76,9455.448% 8,9558.464% 3.016%55.355%
1283Network HardwareTechnical SkillsNetwork11 53,1293.762% 4,8424.576% 0.815%21.656%
1284Network Monitoring softwareTechnical SkillsNetwork15 31,5912.237% 3,5183.325% 1.088%48.652%
1059Network operation system software (NOS)Technical SkillsNetwork2 2,8730.203% 2260.214% 0.010%5.005%
1122Network securityTechnical SkillsSecurity1 43,2603.063% 5,0084.733% 1.670%54.531%
1369Network SecurityTechnical SkillsInformation mgmt1 7,1030.503% 1,0741.015% 0.512%101.837%
1285Network Security softwareTechnical SkillsSecurity35 105,4677.467% 13,43112.694% 5.227%69.993%
1286Network softwareTechnical SkillsNetwork6 19,8411.405% 1,8081.709% 0.304%21.639%
1287Network TestingTechnical SkillsNetwork11 26,4751.874% 1,6711.579% -0.295%-15.748%
1065Novell network softwareTechnical SkillsNetwork2 1,7680.125% 460.043% -0.082%-65.269%
643OberonTechnical SkillsBusiness applications1 1810.013% 120.011% -0.001%-11.500%
1413Object Oriented DesignTechnical SkillsSoftware development2 18,1361.284% 1,1881.123% -0.161%-12.559%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 86,7126.139% 7,6897.267% 1.128%18.367%
1288Office ApplicationsTechnical SkillsBusiness applications13 243,69217.254% 21,80220.605% 3.352%19.425%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 10,8870.771% 7500.709% -0.062%-8.041%
116Open-source databasesTechnical SkillsInformation mgmt4 41,8132.960% 4,6044.351% 1.391%46.982%
118Open-source operating systemsTechnical SkillsBusiness applications8 137,0889.706% 15,17014.337% 4.631%47.715%
56Operating SystemsTechnical SkillsBusiness applications3 103,5957.335% 10,85610.260% 2.925%39.885%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 8260.058% 970.092% 0.033%56.758%
117Oracle databasesTechnical SkillsInformation mgmt1 232,05816.430% 15,23714.401% -2.029%-12.352%
1354Palm OSTechnical SkillsMobile Platforms3 2820.020% 20.002% -0.018%-90.533%
1376Penetration TestingTechnical SkillsInformation mgmt5 44,0083.116% 6,4606.105% 2.990%95.948%
1289Physical ToolsTechnical SkillsHardware1 510.004% 20.002% -0.002%-47.652%
683Point of sale (POS)Technical SkillsBusiness applications3 7,4730.529% 7440.703% 0.174%32.898%
931PrintersTechnical SkillsHardware3 15,8371.121% 1,8501.748% 0.627%55.933%
43ProgrammingTechnical SkillsSoftware development1 235,28016.658% 20,29419.180% 2.522%15.139%
700ProvisioningTechnical SkillsBusiness applications1 18,5361.312% 2,3142.187% 0.875%66.643%
1405Rapid Application DevelopmentTechnical SkillsSoftware development2 6,4470.456% 4330.409% -0.047%-10.346%
1258Rate ControlTechnical SkillsTechnical applications1 120.001% 20.002% 0.001%122.478%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 13,1660.932% 7450.704% -0.228%-24.466%
1077Remote control softwareTechnical SkillsNetwork2 2,0510.145% 3940.372% 0.227%156.430%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 8600.061% 870.082% 0.021%35.039%
1379Risk AnalysisTechnical SkillsInformation mgmt1 9,4510.669% 1,0661.007% 0.338%50.563%
1262RoboticsTechnical SkillsHardware3 2,9750.211% 2580.244% 0.033%15.764%
1318RSATechnical SkillsSecurity1 5,1490.365% 8210.776% 0.411%112.843%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 16,2451.150% 2,6622.516% 1.366%118.740%
44SDLCTechnical SkillsSoftware development7 146,45310.369% 17,74616.772% 6.403%61.749%
1132Secure shell (SSH)Technical SkillsSecurity1 1020.007% 80.008% 0.000%4.696%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 16,3561.158% 1,8051.706% 0.548%47.312%
76SecurityTechnical SkillsHardware4 1,063,39375.291% 105,01399.250% 23.959%31.822%
1382Security AuditTechnical SkillsInformation mgmt1 1,6600.118% 1610.152% 0.035%29.466%
1315Security ClearanceTechnical SkillsMisc2 124,1028.787% 9,1068.606% -0.180%-2.054%
1381Security PlanTechnical SkillsInformation mgmt1 1,7830.126% 2940.278% 0.152%120.108%
1380Security PolicyTechnical SkillsInformation mgmt2 27,5201.948% 4,1243.898% 1.949%100.036%
1135Security testing softwareTechnical SkillsSecurity1 3,4970.248% 5800.548% 0.301%121.397%
60Sharepoint ServerTechnical SkillsBusiness applications1 5,0640.359% 3470.328% -0.031%-8.531%
1084Signal generatorsTechnical SkillsNetwork1 2600.018% 140.013% -0.005%-28.122%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 9,9580.705% 8530.806% 0.101%14.345%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 30,5422.162% 4,8274.562% 2.400%110.969%
1220Simulation softwareTechnical SkillsSoftware development5 14,3841.018% 1,0290.973% -0.046%-4.506%
1366Social NetworkTechnical SkillsSocial Networking1 2,6740.189% 6300.595% 0.406%214.498%
1358Social NetworkingTechnical SkillsSocial Networking1 6,3470.449% 1200.113% -0.336%-74.762%
42Software DevelopmentTechnical SkillsSoftware development2 354,95725.132% 21,07619.919% -5.212%-20.740%
1291Software Development softwareTechnical SkillsSoftware development3 2,3310.165% 2510.237% 0.072%43.738%
1309Software EngineeringTechnical SkillsSoftware development1 210,09014.875% 8,0467.604% -7.270%-48.877%
1292Software InstallationTechnical SkillsSoftware development4 138,9839.840% 15,37314.529% 4.689%47.651%
1223Software librariesTechnical SkillsSoftware development1 1920.014% 260.025% 0.011%80.764%
1293Software MaintenanceTechnical SkillsSoftware development1 6,5050.461% 7380.697% 0.237%51.443%
1294Software TestingTechnical SkillsSoftware development14 115,8938.205% 12,47811.793% 3.588%43.723%
1225Source code management (SCM)Technical SkillsSoftware development5 31,8902.258% 3,6463.446% 1.188%52.616%
1229Static analysis softwareTechnical SkillsSoftware development1 5830.041% 1480.140% 0.099%238.869%
772Statistical analysis softwareTechnical SkillsBusiness applications26 117,3938.312% 7,9417.505% -0.807%-9.703%
774Statistical softwareTechnical SkillsBusiness applications1 38,6112.734% 3,1162.945% 0.211%7.727%
1230Stress testing softwareTechnical SkillsSoftware development1 2,2630.160% 1320.125% -0.035%-22.137%
122Sun operating systemsTechnical SkillsBusiness applications3 44,1823.128% 2,2922.166% -0.962%-30.752%
939Surveillance systemsTechnical SkillsHardware5 14,1311.001% 6360.601% -0.399%-39.921%
791Symantec softwareTechnical SkillsBusiness applications1 10,7900.764% 7880.745% -0.019%-2.514%
1355SymbianTechnical SkillsMobile Platforms1 200.001% 00.000% -0.001%-100.000%
1310System AdministrationTechnical SkillsNetwork4 88,1956.244% 7,5817.165% 0.921%14.742%
45System TestingTechnical SkillsSoftware development5 21,8981.550% 2,2832.158% 0.607%39.168%
46Systems AnalysisTechnical SkillsSoftware development8 111,4807.893% 11,17410.561% 2.668%33.798%
47Systems DesignTechnical SkillsSoftware development1 17,0361.206% 1,4691.388% 0.182%15.105%
1233Systems EvaluationTechnical SkillsSoftware development1 4150.029% 200.019% -0.010%-35.669%
1234Systems integrationTechnical SkillsSoftware development8 90,7296.424% 4,4954.248% -2.176%-33.866%
75TCP/IPTechnical SkillsHardware3 59,5384.215% 5,6005.293% 1.077%25.555%
1235Technology DesignTechnical SkillsSoftware development1 1,7360.123% 1020.096% -0.027%-21.569%
1236TemplatesTechnical SkillsSoftware development1 22,4501.590% 2,4502.316% 0.726%45.676%
1239Test implementationTechnical SkillsSoftware development1 3190.023% 340.032% 0.010%42.275%
1302TestingTechnical SkillsSoftware development1 353,99225.063% 37,18435.143% 10.080%40.217%
1297Training softwareTechnical SkillsBusiness applications3 2,1560.153% 870.082% -0.070%-46.135%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 2,1810.154% 1240.117% -0.037%-24.106%
1360TwitterTechnical SkillsSocial Networking1 24,7701.754% 2,5462.406% 0.652%37.205%
1411Unified ProcessTechnical SkillsSoftware development1 3,2120.227% 1580.149% -0.078%-34.337%
123UNIX operating systemsTechnical SkillsBusiness applications5 180,46012.777% 10,95010.349% -2.428%-19.002%
1298UNIX ShellsTechnical SkillsBusiness applications4 30,1372.134% 3,1642.990% 0.857%40.144%
1410Use CaseTechnical SkillsSoftware development1 9,4830.671% 9300.879% 0.208%30.911%
48User-Interface DesignTechnical SkillsSoftware development2 90,0026.372% 5,7415.426% -0.946%-14.852%
836Video creation and editing softwareTechnical SkillsBusiness applications3 1,8670.132% 1250.118% -0.014%-10.627%
64Visual StudioTechnical SkillsSoftware development1 32,3672.292% 3,1452.972% 0.681%29.705%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 2,4050.170% 690.065% -0.105%-61.702%
77Voice/Data TelecomTechnical SkillsHardware10 162,24511.487% 7,9447.508% -3.979%-34.641%
1299Web Application ServerTechnical SkillsBusiness applications8 53,4333.783% 3,6473.447% -0.336%-8.890%
1248Web platform development softwareTechnical SkillsSoftware development5 2,9640.210% 490.046% -0.164%-77.932%
65web programmerTechnical SkillsSoftware development4 58,1374.116% 6060.573% -3.543%-86.086%
58Web serversTechnical SkillsBusiness applications6 72,3075.119% 6,4456.091% 0.972%18.982%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 51,9073.675% 4,3944.153% 0.478%12.999%
1356Windows CETechnical SkillsMobile Platforms4 4,1660.295% 2050.194% -0.101%-34.314%
1102WirelessTechnical SkillsNetwork5 46,5853.298% 4,4694.224% 0.925%28.057%
1363YouTubeTechnical SkillsSocial Networking2 9560.068% 1560.147% 0.080%117.824%
79.NETProgramming SkillsCurrent1 142,45010.086% 10,3739.804% -0.282%-2.797%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 390.003% 90.009% 0.006%208.047%
209A programming language (APL)Programming SkillsLegacy2 1,5690.111% 730.069% -0.042%-37.893%
99AdaProgramming SkillsLegacy1 4,1950.297% 3210.303% 0.006%2.144%
80AJAXProgramming SkillsCurrent1 46,9613.325% 3,5023.310% -0.015%-0.455%
210Algorithmic language (ALGOL)Programming SkillsLegacy1 510.004% 30.003% -0.001%-21.478%
192Apple AppleScriptProgramming SkillsCurrent1 1420.010% 50.005% -0.005%-52.998%
81ASPProgramming SkillsCurrent2 75,7475.363% 5,7645.448% 0.085%1.578%
108AssemblyProgramming SkillsLegacy2 1,6200.115% 910.086% -0.029%-25.017%
211AWKProgramming SkillsLegacy1 1,5060.107% 1750.165% 0.059%55.114%
212BProgramming SkillsLegacy1 17,6331.248% 1,1661.102% -0.146%-11.730%
83C#Programming SkillsCurrent2 123,0398.711% 9,3548.841% 0.129%1.483%
82C/C++Programming SkillsCurrent3 145,49110.301% 7,4487.039% -3.262%-31.665%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 67,0924.750% 8,6738.197% 3.447%72.559%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 3830.027% 690.065% 0.038%140.486%
84CGIProgramming SkillsCurrent2 13,0580.925% 2,9002.741% 1.816%196.456%
217ClipperProgramming SkillsLegacy1 1380.010% 130.012% 0.003%25.749%
218CLUProgramming SkillsLegacy1 1430.010% 20.002% -0.008%-81.330%
100CobolProgramming SkillsLegacy1 9,7910.693% 8370.791% 0.098%14.114%
85ColdFusionProgramming SkillsCurrent2 7,1610.507% 2680.253% -0.254%-50.043%
219Combined programming language (CPL)Programming SkillsLegacy1 1360.010% 30.003% -0.007%-70.554%
195Component object model (COM)Programming SkillsCurrent1 510.004% 10.001% -0.003%-73.826%
125Database programmingProgramming SkillsCurrent3 20,8761.478% 1,5751.489% 0.010%0.710%
196Distributed component object model (DCOM)Programming SkillsCurrent1 9500.067% 290.027% -0.040%-59.251%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 4,3510.308% 2410.228% -0.080%-26.062%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 2,0400.144% 2780.263% 0.118%81.909%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 8,7360.619% 4750.449% -0.170%-27.419%
109ForthProgramming SkillsLegacy1 4,7350.335% 4560.431% 0.096%28.553%
102FortranProgramming SkillsLegacy1 9230.065% 600.057% -0.009%-13.226%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 200,41414.190% 11,90711.254% -2.936%-20.693%
222JProgramming SkillsLegacy1 5,5060.390% 3150.298% -0.092%-23.632%
87Java/J2EE/J2PProgramming SkillsCurrent4 220,35115.601% 18,61417.592% 1.991%12.762%
97JavaScriptProgramming SkillsCurrent3 99,7327.061% 12,94112.231% 5.170%73.210%
89JavaServer FacesProgramming SkillsCurrent3 8,7190.617% 6180.584% -0.033%-5.385%
88JavaServer PagesProgramming SkillsCurrent3 33,9562.404% 1,9131.808% -0.596%-24.797%
223Job control language (JCL)Programming SkillsLegacy2 8,1760.579% 5440.514% -0.065%-11.183%
126LAMPProgramming SkillsCurrent1 9,9390.704% 7920.749% 0.045%6.371%
104LispProgramming SkillsLegacy1 4960.035% 290.027% -0.008%-21.953%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 5250.037% 870.082% 0.045%121.207%
201Microsoft ActiveXProgramming SkillsCurrent1 9660.068% 180.017% -0.051%-75.127%
107PascalProgramming SkillsLegacy1 3960.028% 170.016% -0.012%-42.695%
90PerlProgramming SkillsCurrent1 52,4313.712% 4,3404.102% 0.390%10.494%
91PHPProgramming SkillsCurrent1 35,3272.501% 3,1652.991% 0.490%19.593%
103PL/1Programming SkillsLegacy3 1950.014% 270.026% 0.012%84.828%
105PrologProgramming SkillsLegacy1 6710.048% 810.077% 0.029%61.139%
95PythonProgramming SkillsCurrent1 31,0582.199% 6,2605.916% 3.717%169.054%
228Register transfer language (RTL)Programming SkillsLegacy1 14,7491.044% 2,0811.967% 0.923%88.343%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 2240.016% 210.020% 0.004%25.144%
206Scripting languagesProgramming SkillsCurrent1 14,5891.033% 1,9491.842% 0.809%78.330%
101SmalltalkProgramming SkillsLegacy1 1770.013% 90.009% -0.004%-32.125%
92SQLProgramming SkillsCurrent3 341,36924.170% 30,50528.831% 4.661%19.285%
110TCLProgramming SkillsLegacy1 1,9040.135% 1060.100% -0.035%-25.685%
98Unified Modeling LanguageProgramming SkillsCurrent2 27,3851.939% 1,3831.307% -0.632%-32.586%
93Visual BasicProgramming SkillsCurrent6 69,6104.929% 5,0534.776% -0.153%-3.102%
207Web service definition language (WSDL)Programming SkillsCurrent2 7,2860.516% 7360.696% 0.180%34.843%
94XMLProgramming SkillsCurrent2 110,4467.820% 8,4978.031% 0.211%2.696%
1342Computer ScienceMajorsComputer Science2 464,50632.888% 49,27146.567% 13.679%41.592%
1344Information TechnologyMajorsInformation Technology3 1,412,386100.000% 105,807100.000% 0.000%0.000%
1343Management Information SystemsMajorsManagement Information Systems9 271,99019.257% 25,96024.535% 5.278%27.406%