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Skill Frequencies: April, 2007 through 2017-02-27

All Degrees

All Degree Programs

2017-02-27Jobs 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% 2,3080.404% 0.134%49.588%
2Attention to DetailsSoft SkillsProblem-solving skills1 14,2860.353% 2,3790.417% 0.064%18.152%
8Conflict ResolutionSoft SkillsInterpersonal skills1 22,7620.562% 4,0290.705% 0.144%25.587%
231CooperationSoft SkillsInterpersonal skills1 30,0470.741% 3,5240.617% -0.124%-16.787%
3CreativitySoft SkillsProblem-solving skills3 120,2462.967% 20,5883.605% 0.637%21.479%
4Critical thinkingSoft SkillsProblem-solving skills3 50,4491.245% 12,1012.119% 0.874%70.187%
1300FlexibilitySoft SkillsWork ethic1 177,8554.389% 20,4083.573% -0.816%-18.587%
232IndependenceSoft SkillsInterpersonal skills1 19,7430.487% 2,5440.445% -0.042%-8.576%
13Initiative/Motivation to workSoft SkillsWork ethic5 482,89011.916% 71,64712.544% 0.628%5.271%
256InnovationSoft SkillsProblem-solving skills1 277,6856.852% 51,2258.968% 2.116%30.884%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 376,2299.284% 47,4608.309% -0.975%-10.498%
1422InternshipSoft SkillsWork ethic3 85,0782.099% 5,9221.037% -1.063%-50.613%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 2,1000.052% 2630.046% -0.006%-11.143%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 259,0136.391% 42,7297.481% 1.090%17.046%
10LeadershipSoft SkillsInterpersonal skills1 810,49720.000% 127,38422.302% 2.302%11.512%
258LearningSoft SkillsProblem-solving skills1 328,2568.100% 52,4489.183% 1.082%13.364%
1Learning AbilitySoft SkillsProblem-solving skills3 68,5681.692% 11,8112.068% 0.376%22.214%
236ListeningSoft SkillsLanguage skills1 88,9472.195% 10,9901.924% -0.271%-12.336%
260MathematicsSoft SkillsProblem-solving skills3 209,3265.165% 32,9415.767% 0.602%11.653%
261MemorizationSoft SkillsProblem-solving skills1 1180.003% 100.002% -0.001%-39.872%
18Negotiation SkillsSoft SkillsLanguage skills1 34,2740.846% 4,1410.725% -0.121%-14.277%
262OptimizationSoft SkillsProblem-solving skills1 197,8004.881% 34,0695.965% 1.084%22.205%
19Oral CommunicationsSoft SkillsLanguage skills3 63,2221.560% 9,8991.733% 0.173%11.091%
273PersistenceSoft SkillsWork ethic1 14,7750.365% 2,7670.484% 0.120%32.874%
239PersuasionSoft SkillsLanguage skills1 5,8080.143% 7990.140% -0.003%-2.394%
1301Physical SkillSoft SkillsWork ethic2 3,8700.095% 6940.122% 0.026%27.235%
240PresentationsSoft SkillsLanguage skills1 185,8734.587% 23,7804.163% -0.423%-9.228%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 706,52217.434% 115,28820.185% 2.750%15.775%
20Questioning skillsSoft SkillsLanguage skills1 1,1300.028% 2230.039% 0.011%40.018%
241Reading ComprehensionSoft SkillsLanguage skills1 9810.024% 1500.026% 0.002%8.487%
6Research skillsSoft SkillsProblem-solving skills1 6,6800.165% 9180.161% -0.004%-2.496%
15ResponsibilitySoft SkillsWork ethic2 367,6389.072% 44,8047.844% -1.228%-13.532%
234Self ControlSoft SkillsInterpersonal skills1 4130.010% 950.017% 0.006%63.204%
11Self-esteemSoft SkillsInterpersonal skills1 2490.006% 790.014% 0.008%125.105%
16Self-managementSoft SkillsWork ethic1 4,5150.111% 8450.148% 0.037%32.787%
250Stress ToleranceSoft SkillsPhysical skills1 6060.015% 1270.022% 0.007%48.692%
12TeamworkSoft SkillsInterpersonal skills1 162,0163.998% 22,7033.975% -0.023%-0.578%
17Time ManagementSoft SkillsWork ethic2 135,4293.342% 21,3473.737% 0.396%11.836%
268VisualizationSoft SkillsProblem-solving skills1 40,6771.004% 13,1212.297% 1.293%128.863%
7Working under pressureSoft SkillsProblem-solving skills1 2,0320.050% 4040.071% 0.021%41.064%
21Written CommunicationsSoft SkillsLanguage skills4 596,93914.730% 88,22715.447% 0.717%4.865%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 299,0897.380% 34,4936.039% -1.341%-18.175%
172Account managementBusiness SkillsManagement skills1 41,6861.029% 5,3190.931% -0.097%-9.469%
22AccountingBusiness SkillsBusiness processes4 480,27711.851% 32,0245.607% -6.245%-52.691%
1263Accounting softwareBusiness SkillsBusiness processes7 58,1601.435% 3,2160.563% -0.872%-60.767%
174AdministrationBusiness SkillsManagement skills3 993,37324.513% 113,66919.901% -4.612%-18.813%
1313AnalystBusiness SkillsProject management1 683,99916.879% 90,77815.893% -0.985%-5.837%
175Application managementBusiness SkillsManagement skills5 280,0216.910% 45,1767.909% 1.000%14.465%
150Asset managementBusiness SkillsBusiness processes1 53,1951.313% 7,2271.265% -0.047%-3.607%
151AuditingBusiness SkillsBusiness processes5 239,1195.901% 29,0675.089% -0.812%-13.753%
1264Auditing softwareBusiness SkillsBusiness processes1 2140.005% 30.001% -0.005%-90.054%
152BillingBusiness SkillsBusiness processes1 108,8922.687% 7,4611.306% -1.381%-51.386%
1314Business AnalystBusiness SkillsProject management1 258,7856.386% 32,5835.705% -0.681%-10.668%
35Business IntelligenceBusiness SkillsStrategy skills1 169,7224.188% 26,5444.647% 0.459%10.965%
155Business performance management (BPM)Business SkillsBusiness processes2 25,0540.618% 4,3880.768% 0.150%24.264%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 59,4321.467% 2,5060.439% -1.028%-70.083%
36Business StrategyBusiness SkillsStrategy skills3 732,89218.085% 102,23617.899% -0.186%-1.026%
182Calendar and schedulingBusiness SkillsProject management3 157,0423.875% 18,0793.165% -0.710%-18.320%
156Capacity planningBusiness SkillsBusiness processes1 80,8021.994% 11,5302.019% 0.025%1.243%
28Change ManagementBusiness SkillsManagement skills1 155,5553.839% 25,6674.494% 0.655%17.071%
183Content workflowBusiness SkillsProject management1 1610.004% 180.003% -0.001%-20.676%
24Contracting and legalBusiness SkillsBusiness processes2 270,8176.683% 29,7925.216% -1.467%-21.949%
176CoordinationBusiness SkillsManagement skills1 185,3254.573% 24,7064.326% -0.248%-5.414%
157Cost accountingBusiness SkillsBusiness processes1 6,1140.151% 4180.073% -0.078%-51.493%
158Cost estimationBusiness SkillsBusiness processes1 3,0810.076% 3930.069% -0.007%-9.498%
1312Customer SupportBusiness SkillsBusiness processes6 782,49319.309% 98,62617.267% -2.042%-10.573%
1339EducationBusiness SkillsIndustry Segment1 34,9420.862% 4,3450.761% -0.102%-11.773%
1333EnergyBusiness SkillsIndustry Segment1 194,3534.796% 25,9714.547% -0.249%-5.190%
1340EntertainmentBusiness SkillsIndustry Segment1 223,0245.503% 11,9832.098% -3.405%-61.878%
1319EnvironmentalBusiness SkillsEnvironmental15 164,6844.064% 13,3202.332% -1.732%-42.613%
1320Environmental StrategyBusiness SkillsEnvironmental7 23,8860.589% 9,6831.695% 1.106%187.623%
161FinancialBusiness SkillsBusiness processes2 990,94124.453% 113,37119.849% -4.604%-18.827%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 4,6340.114% 1390.024% -0.090%-78.718%
1332Health CareBusiness SkillsIndustry Segment2 663,35216.369% 70,07712.269% -4.100%-25.047%
177Human resourcesBusiness SkillsManagement skills2 320,5847.911% 14,4232.525% -5.386%-68.079%
1336InsuranceBusiness SkillsIndustry Segment1 22,8990.565% 3,6350.636% 0.071%12.628%
1316Managing/SupervisionBusiness SkillsManagement skills5 1,615,60639.867% 176,44830.893% -8.975%-22.511%
1334ManufacturingBusiness SkillsIndustry Segment2 350,1128.639% 26,5654.651% -3.988%-46.166%
26MarketingBusiness SkillsBusiness processes1 513,04712.660% 39,0546.838% -5.823%-45.991%
185MonitoringBusiness SkillsProject management1 441,60210.897% 75,86513.282% 2.385%21.890%
179NegotiationBusiness SkillsManagement skills1 134,9493.330% 17,4343.052% -0.278%-8.339%
163Operation and ControlBusiness SkillsBusiness processes2 2,1120.052% 2820.049% -0.003%-5.265%
29Outsourcing ManagementBusiness SkillsManagement skills3 150,8973.724% 12,0912.117% -1.607%-43.149%
167ProcurementBusiness SkillsBusiness processes1 113,8712.810% 8,4451.479% -1.331%-47.381%
1290Project Management softwareBusiness SkillsProject management2 110,4992.727% 14,1762.482% -0.245%-8.977%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 701,20817.303% 92,57416.208% -1.095%-6.330%
168QualityBusiness SkillsBusiness processes1 1,164,07128.725% 179,79931.479% 2.754%9.588%
1337Real EstateBusiness SkillsIndustry Segment2 186,4424.601% 6,6401.163% -3.438%-74.731%
1335RetailBusiness SkillsIndustry Segment2 799,95819.740% 64,25311.249% -8.491%-43.012%
34Risk ManagementBusiness SkillsProject management1 116,7462.881% 19,2993.379% 0.498%17.287%
169Service OrientationBusiness SkillsBusiness processes1 27,9100.689% 3,7390.655% -0.034%-4.950%
27Supply Chain ManagementBusiness SkillsBusiness processes3 149,7103.694% 13,7322.404% -1.290%-34.921%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 7,8320.193% 6870.120% -0.073%-37.764%
178TeachingBusiness SkillsManagement skills7 275,5866.800% 14,6952.573% -4.228%-62.167%
190TimekeepingBusiness SkillsProject management3 111,1412.743% 7,6461.339% -1.404%-51.189%
1296Timekeeping softwareBusiness SkillsProject management1 4,5010.111% 6040.106% -0.005%-4.789%
171Total quality management (TQM)Business SkillsBusiness processes2 4,5120.111% 3330.058% -0.053%-47.636%
180TroubleshootingBusiness SkillsManagement skills1 508,19512.540% 85,58614.984% 2.444%19.489%
181VerificationBusiness SkillsManagement skills1 254,8486.289% 139,52024.427% 18.138%288.430%
1338Waste ManagementBusiness SkillsIndustry Segment1 4,2760.106% 4980.087% -0.018%-17.368%
191WorkflowBusiness SkillsProject management1 171,5204.232% 26,2234.591% 0.359%8.474%
31Working GloballyBusiness SkillsManagement skills3 23,4280.578% 9630.169% -0.410%-70.836%
32Working with Virtual TeamsBusiness SkillsManagement skills2 7,2130.178% 1,0200.179% 0.001%0.332%
514GLTechnical SkillsSoftware development3 5,7050.141% 4060.071% -0.070%-49.507%
987Access servers & softwareTechnical SkillsNetwork10 124,3133.068% 20,5283.594% 0.526%17.162%
38Agile Development MethodsTechnical SkillsSoftware development13 235,2015.804% 72,95312.773% 6.969%120.070%
304Algorithmic softwareTechnical SkillsBusiness applications1 1100.003% 40.001% -0.002%-74.200%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 4,2530.105% 3460.061% -0.044%-42.278%
1352AndroidTechnical SkillsMobile Platforms3 67,7731.672% 23,5064.115% 2.443%146.082%
1351Apple iOSTechnical SkillsMobile Platforms6 51,9961.283% 12,8592.251% 0.968%75.467%
120Apple operating systemsTechnical SkillsBusiness applications6 103,7442.560% 22,8704.004% 1.444%56.408%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 42,4191.047% 3440.060% -0.987%-94.246%
1423Artificial IntelligenceTechnical SkillsInformation mgmt5 61,0971.508% 18,2813.201% 1.693%112.294%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 1600.004% 320.006% 0.002%41.902%
1265Backup & RecoveryTechnical SkillsTechnical applications16 311,0427.675% 40,3417.063% -0.612%-7.979%
1386BiometricTechnical SkillsInformation mgmt2 10,4110.257% 2,2640.396% 0.139%54.291%
1353BlackberryTechnical SkillsMobile Platforms2 32,1090.792% 2,2180.388% -0.404%-50.989%
336Borland DelphiTechnical SkillsBusiness applications1 6,0300.149% 7310.128% -0.021%-13.988%
337Borland JBuilderTechnical SkillsBusiness applications1 4,1030.101% 750.013% -0.088%-87.031%
338Borland ParadoxTechnical SkillsBusiness applications1 3480.009% 270.005% -0.004%-44.952%
72Business Continuity PlanningTechnical SkillsHardware2 68,0291.679% 6,9071.209% -0.469%-27.964%
352Cadence OpusTechnical SkillsBusiness applications1 2,0010.049% 1220.021% -0.028%-56.742%
868CalculatorsTechnical SkillsHardware1 3,6210.089% 3740.065% -0.024%-26.718%
39CASE ToolsTechnical SkillsSoftware development1 210,7775.201% 21,9563.844% -1.357%-26.093%
367Categorization or classification softwareTechnical SkillsBusiness applications1 16,3370.403% 2,5660.449% 0.046%11.440%
112CertificationTechnical SkillsMisc3 734,90918.135% 102,29217.909% -0.226%-1.244%
78CiscoTechnical SkillsHardware1 321,5697.935% 31,0565.437% -2.498%-31.478%
1009Cisco Systems IOSTechnical SkillsNetwork1 71,4051.762% 25,4144.449% 2.687%152.523%
40Client-ServerTechnical SkillsSoftware development1 89,1612.200% 7,3401.285% -0.915%-41.591%
1011Cluster server softwareTechnical SkillsNetwork8 62,4691.542% 10,5631.849% 0.308%19.972%
1147CMAKETechnical SkillsSoftware development1 6590.016% 4710.082% 0.066%407.099%
1151Compatibility testingTechnical SkillsSoftware development1 1,8800.046% 6910.121% 0.075%160.782%
1152CompilersTechnical SkillsSoftware development5 38,0200.938% 4,3810.767% -0.171%-18.244%
1255Compliance softwareTechnical SkillsTechnical applications3 21,9890.543% 3,8490.674% 0.131%24.194%
385Computer aided design (CAD)Technical SkillsBusiness applications12 73,5151.814% 6,1011.068% -0.746%-41.118%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 6,4920.160% 8320.146% -0.015%-9.071%
875Computer diagnosticsTechnical SkillsHardware5 162,1604.002% 24,4314.277% 0.276%6.894%
1107Computer forensicsTechnical SkillsSecurity1 9,0510.223% 8030.141% -0.083%-37.053%
1266Computer HardwareTechnical SkillsHardware15 90,5042.233% 11,7822.063% -0.171%-7.635%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 37,0330.914% 3740.065% -0.848%-92.835%
1015Computer serversTechnical SkillsNetwork6 364,7028.999% 49,7148.704% -0.296%-3.284%
1267Computer UtilitiesTechnical SkillsMisc1 2,3270.057% 4690.082% 0.025%42.999%
59Content ManagerTechnical SkillsBusiness applications1 4,1320.102% 3600.063% -0.039%-38.184%
1396Continuous ImprovementTechnical SkillsSoftware development1 67,7271.671% 14,3312.509% 0.838%50.131%
878ControllersTechnical SkillsHardware3 24,9360.615% 4,6540.815% 0.199%32.421%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 4,6860.116% 1,1890.208% 0.093%80.027%
407Customer information control system (CICS)Technical SkillsBusiness applications2 15,5640.384% 1,7280.303% -0.082%-21.227%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 236,5205.836% 28,5655.001% -0.835%-14.311%
1368Cyber SecurityTechnical SkillsInformation mgmt3 59,9961.480% 15,6442.739% 1.258%85.005%
953Data acquisition systemsTechnical SkillsInformation mgmt1 19,3870.478% 2,6880.471% -0.008%-1.627%
955Data compression softwareTechnical SkillsInformation mgmt1 12,6780.313% 1,5510.272% -0.041%-13.200%
956Data conversion softwareTechnical SkillsInformation mgmt1 18,0450.445% 2,4120.422% -0.023%-5.163%
958Data dictionaryTechnical SkillsInformation mgmt1 10,4790.259% 1,2900.226% -0.033%-12.657%
959Data entryTechnical SkillsInformation mgmt1 188,5384.652% 3,9080.684% -3.968%-85.293%
962Data mappingTechnical SkillsInformation mgmt1 20,0440.495% 3,6740.643% 0.149%30.050%
67Data MiningTechnical SkillsInformation mgmt5 103,9762.566% 13,2832.326% -0.240%-9.360%
963Data modelingTechnical SkillsInformation mgmt1 123,4343.046% 19,4893.412% 0.366%12.024%
68Data WarehousingTechnical SkillsInformation mgmt2 191,3784.722% 28,9515.069% 0.346%7.332%
69Database AdministrationTechnical SkillsInformation mgmt12 248,1476.123% 36,3286.360% 0.237%3.870%
969Database design softwareTechnical SkillsInformation mgmt15 199,9864.935% 27,0904.743% -0.192%-3.890%
1268Database ReportingTechnical SkillsInformation mgmt3 59,9841.480% 4,9350.864% -0.616%-41.627%
1269Database SecurityTechnical SkillsInformation mgmt2 6440.016% 1580.028% 0.012%74.072%
1373Database SecurityTechnical SkillsInformation mgmt1 8850.022% 1410.025% 0.003%13.040%
1270Database ServersTechnical SkillsInformation mgmt3 50,4411.245% 4,0620.711% -0.534%-42.864%
1271Database TestingTechnical SkillsInformation mgmt1 3,3660.083% 7690.135% 0.052%62.095%
1160DebuggingTechnical SkillsSoftware development7 263,9616.514% 45,0077.880% 1.366%20.976%
1385DecryptionTechnical SkillsInformation mgmt1 1,2240.030% 2150.038% 0.007%24.628%
418Desktop publishing softwareTechnical SkillsBusiness applications13 52,7731.302% 4,9970.875% -0.427%-32.818%
1272Development EnvironmentTechnical SkillsSoftware development13 179,4204.427% 28,7545.034% 0.607%13.706%
1273Digital ImagingTechnical SkillsHardware1 2,0650.051% 310.005% -0.046%-89.349%
883Digital Signal Processor (DSP)Technical SkillsHardware2 11,0230.272% 1,3840.242% -0.030%-10.917%
423Disk operating system (DOS)Technical SkillsBusiness applications1 10,9720.271% 8750.153% -0.118%-43.418%
1307Doctor of PhilosophyTechnical SkillsMisc3 176,4244.353% 16,6732.919% -1.434%-32.948%
973Document management softwareTechnical SkillsInformation mgmt4 35,6460.880% 3,9110.685% -0.195%-22.154%
1020Domain name system (DNS)Technical SkillsNetwork3 121,9163.008% 20,6073.608% 0.599%19.925%
61DreamweaverTechnical SkillsSoftware development1 19,8480.490% 1,0640.186% -0.303%-61.965%
54DSS/GDSSTechnical SkillsBusiness applications5 47,9641.184% 5,4390.952% -0.231%-19.544%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 1380.003% 70.001% -0.002%-64.010%
62EclipseTechnical SkillsSoftware development1 77,4231.911% 11,7242.053% 0.142%7.439%
1308Electronic CommerceTechnical SkillsBusiness applications2 174,7004.311% 23,9554.194% -0.117%-2.712%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 34,5110.852% 5,4260.950% 0.098%11.553%
1023Electronic mail softwareTechnical SkillsNetwork8 61,2001.510% 7,3651.289% -0.221%-14.616%
1384EncryptionTechnical SkillsInformation mgmt1 1890.005% 600.011% 0.006%125.241%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 192,2684.744% 24,8344.348% -0.397%-8.358%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications15 229,3825.660% 22,3463.912% -1.748%-30.881%
1321Environmental CertificationTechnical SkillsEnvironmental1 3300.008% 630.011% 0.003%35.451%
1328Environmental CleanupTechnical SkillsEnvironmental1 1,3680.034% 3110.054% 0.021%61.299%
1329Environmental EnergyTechnical SkillsEnvironmental21 13,0190.321% 2,1840.382% 0.061%19.023%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 13,1150.324% 1,9860.348% 0.024%7.441%
1327Environmental PollutionTechnical SkillsEnvironmental16 41,2471.018% 1,2700.222% -0.795%-78.154%
1324Environmental Pollution ControlTechnical SkillsEnvironmental7 6,1000.151% 8680.152% 0.001%0.959%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental7 2,0610.051% 1910.033% -0.017%-34.247%
1326Environmental Product StewardshipTechnical SkillsEnvironmental11 50,7571.252% 1,1840.207% -1.045%-83.449%
1331Environmental ScienceTechnical SkillsEnvironmental2 1,5030.037% 1440.025% -0.012%-32.023%
1322Environmental TechnologyTechnical SkillsEnvironmental2 6760.017% 500.009% -0.008%-47.522%
461Expert system softwareTechnical SkillsBusiness applications1 1,4040.035% 2140.037% 0.003%8.144%
1359FacebookTechnical SkillsSocial Networking1 519,12012.810% 155,85727.287% 14.478%113.018%
463Facilities management softwareTechnical SkillsBusiness applications4 12,1260.299% 6880.120% -0.179%-59.744%
468Flight control softwareTechnical SkillsBusiness applications1 1,0740.027% 990.017% -0.009%-34.598%
469Flowchart softwareTechnical SkillsBusiness applications5 11,8020.291% 2,1570.378% 0.086%29.674%
1367ForensicTechnical SkillsInformation mgmt2 66,9811.653% 5,8931.032% -0.621%-37.577%
1112Fraud DetectionTechnical SkillsSecurity1 19,9140.491% 3,9500.692% 0.200%40.733%
63FrontPageTechnical SkillsSoftware development1 3,2780.081% 770.013% -0.067%-83.334%
475Fund accounting softwareTechnical SkillsBusiness applications1 1,8260.045% 1680.029% -0.016%-34.722%
1260GamingTechnical SkillsMisc2 84,6892.090% 16,6122.908% 0.819%39.172%
113Generic databasesTechnical SkillsInformation mgmt2 573,84814.160% 93,63316.393% 2.233%15.768%
1365Google AppsTechnical SkillsBusiness applications4 13,1750.325% 2,0400.357% 0.032%9.859%
1364Google PlusTechnical SkillsSocial Networking1 1,3080.032% 40.001% -0.032%-97.830%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications31 236,0625.825% 26,8204.696% -1.129%-19.390%
484Graphic softwareTechnical SkillsBusiness applications16 324,8878.017% 42,7257.480% -0.537%-6.695%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 70,2721.734% 6,5021.138% -0.596%-34.352%
1323Green ITTechnical SkillsEnvironmental9 10,7410.265% 1,2880.226% -0.040%-14.920%
893Guidance systemsTechnical SkillsHardware1 1690.004% 70.001% -0.003%-70.612%
1371HackingTechnical SkillsInformation mgmt5 17,9240.442% 4,1540.727% 0.285%64.433%
895Hardware description language (HDL)Technical SkillsHardware2 1,0040.025% 870.015% -0.010%-38.519%
1277Hardware DesignTechnical SkillsHardware19 28,0990.693% 3,8480.674% -0.020%-2.837%
1278Hardware TestingTechnical SkillsHardware4 9,7610.241% 9420.165% -0.076%-31.528%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 1,5780.039% 1040.018% -0.021%-53.239%
492Helpdesk or call centerTechnical SkillsBusiness applications2 231,1445.704% 20,3903.570% -2.134%-37.412%
1377Homeland SecurityTechnical SkillsInformation mgmt1 105,8222.611% 3,4770.609% -2.003%-76.688%
114IBM databasesTechnical SkillsInformation mgmt2 101,7192.510% 12,3402.160% -0.350%-13.926%
121IBM operating systemsTechnical SkillsBusiness applications4 80,3261.982% 6,2601.096% -0.886%-44.706%
898Image capture devicesTechnical SkillsHardware8 17,8050.439% 2,6350.461% 0.022%5.002%
524Industrial control softwareTechnical SkillsBusiness applications3 14,8760.367% 1,8370.322% -0.045%-12.385%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 53,8811.330% 8,1501.427% 0.097%7.320%
1375Information SecurityTechnical SkillsInformation mgmt3 150,8623.723% 29,3445.138% 1.415%38.006%
899InfraredTechnical SkillsHardware1 4,9550.122% 2610.046% -0.077%-62.627%
1180InstallationTechnical SkillsSoftware development1 328,8438.115% 39,5986.933% -1.182%-14.564%
901Interface definition language (IDL)Technical SkillsHardware1 1,2590.031% 1110.019% -0.012%-37.446%
536Internet browser softwareTechnical SkillsBusiness applications4 23,2240.573% 2,1220.372% -0.202%-35.172%
1393Intrusion DetectionTechnical SkillsInformation mgmt1 41,5351.025% 6,6081.157% 0.132%12.879%
541Inventory management softwareTechnical SkillsBusiness applications3 19,3960.479% 2,4950.437% -0.042%-8.733%
1414ISO 9000Technical SkillsSoftware development1 6,2230.154% 3340.058% -0.095%-61.919%
73IT Architecture/StandardsTechnical SkillsHardware2 32,1210.793% 4,2050.736% -0.056%-7.117%
1357Java METechnical SkillsMobile Platforms2 1,4470.036% 1070.019% -0.017%-47.535%
1035KernelTechnical SkillsNetwork1 36,7760.907% 4,3170.756% -0.152%-16.713%
907LasersTechnical SkillsHardware1 1,0430.026% 960.017% -0.009%-34.695%
1038License management softwareTechnical SkillsNetwork1 2,5810.064% 4270.075% 0.011%17.381%
1361LinkedInTechnical SkillsSocial Networking1 33,7640.833% 8,0351.407% 0.574%68.845%
908Mainframe computersTechnical SkillsHardware2 123,3373.043% 8,9401.565% -1.478%-48.572%
124Mainframe operating systemsTechnical SkillsBusiness applications8 53,8231.328% 4,9290.863% -0.465%-35.025%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 87,9202.170% 9,8881.731% -0.438%-20.205%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 20,3390.502% 1,7380.304% -0.198%-39.371%
1281Medical softwareTechnical SkillsBusiness applications9 27,7250.684% 4,1920.734% 0.050%7.277%
115Microsoft databasesTechnical SkillsInformation mgmt5 555,17213.700% 81,40814.253% 0.553%4.039%
119Microsoft operating systemsTechnical SkillsBusiness applications4 783,30119.329% 95,58216.735% -2.594%-13.423%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 20,3480.502% 5,0560.885% 0.383%76.296%
625MultimediaTechnical SkillsBusiness applications1 146,3543.611% 2,5950.454% -3.157%-87.420%
1362MySpaceTechnical SkillsSocial Networking1 5,1700.128% 90.002% -0.126%-98.765%
74Network administrationTechnical SkillsHardware17 426,03110.513% 54,6559.569% -0.944%-8.978%
1282Network Administration softwareTechnical SkillsNetwork18 199,8194.931% 32,7745.738% 0.807%16.372%
1283Network HardwareTechnical SkillsNetwork11 150,4463.712% 20,1033.520% -0.193%-5.194%
1284Network Monitoring softwareTechnical SkillsNetwork15 101,3292.500% 17,7973.116% 0.615%24.615%
1059Network operation system software (NOS)Technical SkillsNetwork2 4,9140.121% 6140.107% -0.014%-11.348%
1369Network SecurityTechnical SkillsInformation mgmt1 23,7590.586% 4,1690.730% 0.144%24.498%
1122Network securityTechnical SkillsSecurity1 125,7773.104% 20,9393.666% 0.562%18.117%
1285Network Security softwareTechnical SkillsSecurity35 280,3346.918% 51,2438.972% 2.054%29.693%
1286Network softwareTechnical SkillsNetwork6 65,7481.622% 8,8211.544% -0.078%-4.810%
1287Network TestingTechnical SkillsNetwork11 66,8591.650% 8,8561.551% -0.099%-6.020%
1065Novell network softwareTechnical SkillsNetwork2 5,6670.140% 1330.023% -0.117%-83.348%
643OberonTechnical SkillsBusiness applications1 5340.013% 1350.024% 0.010%79.370%
1413Object Oriented DesignTechnical SkillsSoftware development2 101,7922.512% 14,8872.606% 0.095%3.765%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 466,10411.502% 76,13313.329% 1.828%15.890%
1288Office ApplicationsTechnical SkillsBusiness applications13 587,02914.486% 75,31813.187% -1.299%-8.968%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 43,5091.074% 4,2940.752% -0.322%-29.977%
116Open-source databasesTechnical SkillsInformation mgmt4 213,8775.278% 46,9908.227% 2.949%55.883%
118Open-source operating systemsTechnical SkillsBusiness applications8 612,89415.124% 106,99218.732% 3.608%23.858%
56Operating SystemsTechnical SkillsBusiness applications3 346,8268.558% 47,6118.336% -0.223%-2.601%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 2,5110.062% 4460.078% 0.016%26.022%
117Oracle databasesTechnical SkillsInformation mgmt1 694,32917.133% 78,76113.789% -3.344%-19.517%
1354Palm OSTechnical SkillsMobile Platforms3 3,3460.083% 820.014% -0.068%-82.612%
1376Penetration TestingTechnical SkillsInformation mgmt5 100,2232.473% 21,6893.797% 1.324%53.543%
1289Physical ToolsTechnical SkillsHardware1 2290.006% 180.003% -0.002%-44.231%
683Point of sale (POS)Technical SkillsBusiness applications3 22,7140.560% 3,5990.630% 0.070%12.420%
931PrintersTechnical SkillsHardware3 36,6370.904% 5,4630.956% 0.052%5.796%
43ProgrammingTechnical SkillsSoftware development1 990,96124.453% 146,40625.633% 1.180%4.824%
700ProvisioningTechnical SkillsBusiness applications1 55,2431.363% 11,4732.009% 0.646%47.352%
1405Rapid Application DevelopmentTechnical SkillsSoftware development2 21,2180.524% 2,3390.410% -0.114%-21.786%
1258Rate ControlTechnical SkillsTechnical applications1 1920.005% 140.002% -0.002%-48.265%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 46,8661.156% 2,8730.503% -0.653%-56.505%
1077Remote control softwareTechnical SkillsNetwork2 4,3650.108% 7830.137% 0.029%27.273%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 2,3890.059% 3420.060% 0.001%1.570%
1379Risk AnalysisTechnical SkillsInformation mgmt1 24,3600.601% 3,9550.692% 0.091%15.193%
1262RoboticsTechnical SkillsHardware3 15,1650.374% 3,0210.529% 0.155%41.340%
1318RSATechnical SkillsSecurity1 17,6250.435% 2,7180.476% 0.041%9.415%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 100,9842.492% 30,0885.268% 2.776%111.397%
44SDLCTechnical SkillsSoftware development7 486,35112.001% 85,94815.048% 3.046%25.384%
1132Secure shell (SSH)Technical SkillsSecurity1 3780.009% 470.008% -0.001%-11.781%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 52,1131.286% 9,2711.623% 0.337%26.223%
76SecurityTechnical SkillsHardware4 2,902,53971.624% 568,47399.528% 27.904%38.960%
1382Security AuditTechnical SkillsInformation mgmt1 4,0570.100% 7090.124% 0.024%23.993%
1315Security ClearanceTechnical SkillsMisc2 319,4717.883% 27,5574.825% -3.059%-38.799%
1381Security PlanTechnical SkillsInformation mgmt1 3,3010.081% 6480.113% 0.032%39.279%
1380Security PolicyTechnical SkillsInformation mgmt2 62,0601.531% 12,5242.193% 0.661%43.182%
1135Security testing softwareTechnical SkillsSecurity1 10,1040.249% 2,4010.420% 0.171%68.599%
60Sharepoint ServerTechnical SkillsBusiness applications1 14,4570.357% 1,2160.213% -0.144%-40.322%
1084Signal generatorsTechnical SkillsNetwork1 8170.020% 1140.020% -0.000%-0.999%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 34,7320.857% 4,3800.767% -0.090%-10.525%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 143,6093.544% 30,1375.276% 1.733%48.893%
1220Simulation softwareTechnical SkillsSoftware development5 57,9081.429% 6,0481.059% -0.370%-25.898%
1366Social NetworkTechnical SkillsSocial Networking1 12,4000.306% 4,3100.755% 0.449%146.611%
1358Social NetworkingTechnical SkillsSocial Networking1 23,1940.572% 1,0800.189% -0.383%-66.963%
42Software DevelopmentTechnical SkillsSoftware development2 1,041,40825.698% 137,73924.115% -1.583%-6.159%
1291Software Development softwareTechnical SkillsSoftware development3 7,1520.176% 7230.127% -0.050%-28.275%
1309Software EngineeringTechnical SkillsSoftware development1 627,56115.486% 83,31014.586% -0.900%-5.811%
1292Software InstallationTechnical SkillsSoftware development4 442,39410.917% 78,34513.717% 2.800%25.649%
1223Software librariesTechnical SkillsSoftware development1 1,1700.029% 2110.037% 0.008%27.954%
1293Software MaintenanceTechnical SkillsSoftware development1 28,7380.709% 4,7900.839% 0.129%18.260%
1294Software TestingTechnical SkillsSoftware development14 430,68110.628% 71,26712.477% 1.850%17.406%
1225Source code management (SCM)Technical SkillsSoftware development5 141,6233.495% 26,5434.647% 1.152%32.976%
1229Static analysis softwareTechnical SkillsSoftware development1 3,1650.078% 8720.153% 0.075%95.479%
772Statistical analysis softwareTechnical SkillsBusiness applications26 317,6097.837% 46,8688.206% 0.368%4.699%
774Statistical softwareTechnical SkillsBusiness applications1 135,4003.341% 19,8163.469% 0.128%3.838%
1230Stress testing softwareTechnical SkillsSoftware development1 9,7980.242% 1,3910.244% 0.002%0.727%
122Sun operating systemsTechnical SkillsBusiness applications3 162,2734.004% 10,3911.819% -2.185%-54.567%
939Surveillance systemsTechnical SkillsHardware5 37,0970.915% 3,8270.670% -0.245%-26.806%
791Symantec softwareTechnical SkillsBusiness applications1 30,4900.752% 3,8620.676% -0.076%-10.131%
1355SymbianTechnical SkillsMobile Platforms1 1140.003% 20.000% -0.002%-87.552%
1310System AdministrationTechnical SkillsNetwork4 258,7296.384% 33,1705.807% -0.577%-9.039%
45System TestingTechnical SkillsSoftware development5 82,5382.037% 12,1602.129% 0.092%4.529%
46Systems AnalysisTechnical SkillsSoftware development8 330,4398.154% 43,0667.540% -0.614%-7.530%
47Systems DesignTechnical SkillsSoftware development1 54,2601.339% 6,4371.127% -0.212%-15.829%
1233Systems EvaluationTechnical SkillsSoftware development1 6280.015% 710.012% -0.003%-19.785%
1234Systems integrationTechnical SkillsSoftware development8 228,5615.640% 18,3003.204% -2.436%-43.192%
75TCP/IPTechnical SkillsHardware3 217,5075.367% 28,1184.923% -0.444%-8.279%
1235Technology DesignTechnical SkillsSoftware development1 3,9890.098% 3640.064% -0.035%-35.257%
1236TemplatesTechnical SkillsSoftware development1 64,2711.586% 10,2821.800% 0.214%13.506%
1239Test implementationTechnical SkillsSoftware development1 1,4630.036% 2770.048% 0.012%34.336%
1302TestingTechnical SkillsSoftware development1 1,207,96929.808% 195,31634.196% 4.388%14.720%
1297Training softwareTechnical SkillsBusiness applications3 4,2650.105% 1910.033% -0.072%-68.226%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 5,6510.139% 5930.104% -0.036%-25.546%
1360TwitterTechnical SkillsSocial Networking1 56,4721.394% 8,6341.512% 0.118%8.477%
1411Unified ProcessTechnical SkillsSoftware development1 10,6580.263% 5480.096% -0.167%-63.519%
123UNIX operating systemsTechnical SkillsBusiness applications5 621,73515.342% 62,93511.019% -4.323%-28.180%
1298UNIX ShellsTechnical SkillsBusiness applications4 131,2463.239% 19,8983.484% 0.245%7.567%
1410Use CaseTechnical SkillsSoftware development1 29,3160.723% 4,1080.719% -0.004%-0.578%
48User-Interface DesignTechnical SkillsSoftware development2 273,7106.754% 47,4488.307% 1.553%22.994%
836Video creation and editing softwareTechnical SkillsBusiness applications3 14,9050.368% 1,9380.339% -0.028%-7.747%
64Visual StudioTechnical SkillsSoftware development1 133,3283.290% 21,6843.796% 0.506%15.392%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 5,9140.146% 8420.147% 0.001%1.015%
77Voice/Data TelecomTechnical SkillsHardware10 359,2518.865% 34,2986.005% -2.860%-32.263%
1299Web Application ServerTechnical SkillsBusiness applications8 181,5464.480% 18,7193.277% -1.203%-26.843%
1248Web platform development softwareTechnical SkillsSoftware development5 11,0300.272% 4390.077% -0.195%-71.761%
65web programmerTechnical SkillsSoftware development4 90,0352.222% 3,7650.659% -1.563%-70.330%
58Web serversTechnical SkillsBusiness applications6 278,6266.875% 38,3446.713% -0.162%-2.359%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 206,0805.085% 31,5605.526% 0.440%8.657%
1356Windows CETechnical SkillsMobile Platforms4 22,6030.558% 1,8000.315% -0.243%-43.498%
1102WirelessTechnical SkillsNetwork5 162,8424.018% 21,4473.755% -0.263%-6.555%
1363YouTubeTechnical SkillsSocial Networking2 6,9680.172% 1,2770.224% 0.052%30.029%
79.NETProgramming SkillsCurrent1 461,93111.399% 66,01511.558% 0.159%1.396%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 1270.003% 160.003% -0.000%-10.613%
209A programming language (APL)Programming SkillsLegacy2 5,4720.135% 5190.091% -0.044%-32.706%
99AdaProgramming SkillsLegacy1 14,2120.351% 1,2710.223% -0.128%-36.548%
80AJAXProgramming SkillsCurrent1 230,3675.685% 27,6464.840% -0.844%-14.853%
210Algorithmic language (ALGOL)Programming SkillsLegacy1 1030.003% 220.004% 0.001%51.545%
192Apple AppleScriptProgramming SkillsCurrent1 6330.016% 1510.026% 0.011%69.251%
81ASPProgramming SkillsCurrent2 295,9997.304% 39,4876.913% -0.391%-5.350%
108AssemblyProgramming SkillsLegacy2 10,0090.247% 5950.104% -0.143%-57.822%
211AWKProgramming SkillsLegacy1 8,0950.200% 1,0210.179% -0.021%-10.512%
212BProgramming SkillsLegacy1 52,4881.295% 7,4971.313% 0.017%1.341%
83C#Programming SkillsCurrent2 445,17910.985% 75,28413.181% 2.195%19.985%
82C/C++Programming SkillsCurrent3 650,05216.041% 80,93414.170% -1.871%-11.664%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 320,2037.901% 77,67713.600% 5.698%72.117%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 1,1310.028% 2440.043% 0.015%53.068%
84CGIProgramming SkillsCurrent2 32,1050.792% 7,1921.259% 0.467%58.940%
217ClipperProgramming SkillsLegacy1 6840.017% 1060.019% 0.002%9.953%
218CLUProgramming SkillsLegacy1 3620.009% 160.003% -0.006%-68.641%
100CobolProgramming SkillsLegacy1 30,8350.761% 3,4560.605% -0.156%-20.478%
85ColdFusionProgramming SkillsCurrent2 24,6960.609% 1,5610.273% -0.336%-55.153%
219Combined programming language (CPL)Programming SkillsLegacy1 5250.013% 270.005% -0.008%-63.511%
195Component object model (COM)Programming SkillsCurrent1 5580.014% 150.003% -0.011%-80.927%
125Database programmingProgramming SkillsCurrent3 93,5902.309% 10,2041.787% -0.523%-22.643%
196Distributed component object model (DCOM)Programming SkillsCurrent1 5,8390.144% 1930.034% -0.110%-76.548%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 23,1110.570% 2,7850.488% -0.083%-14.500%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 6,9200.171% 1,1880.208% 0.037%21.806%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 40,3630.996% 3,1490.551% -0.445%-44.646%
109ForthProgramming SkillsLegacy1 11,4000.281% 1,9890.348% 0.067%23.790%
102FortranProgramming SkillsLegacy1 5,9630.147% 5840.102% -0.045%-30.513%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 723,43517.852% 97,80817.124% -0.727%-4.075%
222JProgramming SkillsLegacy1 14,6100.361% 1,5690.275% -0.086%-23.804%
87Java/J2EE/J2PProgramming SkillsCurrent4 915,46522.590% 150,71326.387% 3.797%16.806%
97JavaScriptProgramming SkillsCurrent3 510,17512.589% 115,41120.206% 7.617%60.504%
89JavaServer FacesProgramming SkillsCurrent3 34,4570.850% 3,8980.682% -0.168%-19.736%
88JavaServer PagesProgramming SkillsCurrent3 147,0963.630% 13,2182.314% -1.316%-36.244%
223Job control language (JCL)Programming SkillsLegacy2 20,2300.499% 2,1690.380% -0.119%-23.929%
126LAMPProgramming SkillsCurrent1 42,2431.042% 6,4351.127% 0.084%8.081%
104LispProgramming SkillsLegacy1 2,4510.060% 2830.050% -0.011%-18.078%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 2,2730.056% 5910.103% 0.047%84.478%
201Microsoft ActiveXProgramming SkillsCurrent1 5,5110.136% 1760.031% -0.105%-77.341%
107PascalProgramming SkillsLegacy1 1,9140.047% 1070.019% -0.028%-60.336%
90PerlProgramming SkillsCurrent1 279,6966.902% 35,1006.145% -0.757%-10.961%
91PHPProgramming SkillsCurrent1 165,0034.072% 26,5844.654% 0.583%14.310%
103PL/1Programming SkillsLegacy3 6550.016% 880.015% -0.001%-4.677%
105PrologProgramming SkillsLegacy1 1,6670.041% 2550.045% 0.004%8.533%
95PythonProgramming SkillsCurrent1 221,0075.454% 72,93612.770% 7.316%134.149%
228Register transfer language (RTL)Programming SkillsLegacy1 52,9061.306% 9,4861.661% 0.355%27.214%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 1,7410.043% 3290.058% 0.015%34.077%
206Scripting languagesProgramming SkillsCurrent1 81,3582.008% 14,7782.587% 0.580%28.876%
101SmalltalkProgramming SkillsLegacy1 1,0560.026% 370.006% -0.020%-75.140%
92SQLProgramming SkillsCurrent3 1,225,89630.251% 191,19633.475% 3.224%10.658%
110TCLProgramming SkillsLegacy1 17,2580.426% 1,2010.210% -0.216%-50.625%
98Unified Modeling LanguageProgramming SkillsCurrent2 111,1082.742% 9,0821.590% -1.152%-42.005%
93Visual BasicProgramming SkillsCurrent6 259,6306.407% 25,6704.494% -1.912%-29.850%
207Web service definition language (WSDL)Programming SkillsCurrent2 30,4850.752% 4,0180.703% -0.049%-6.485%
94XMLProgramming SkillsCurrent2 479,47811.832% 55,0539.639% -2.193%-18.535%
1342Computer ScienceMajorsComputer Science2 2,890,73971.333% 463,13181.085% 9.752%13.672%
1344Information TechnologyMajorsInformation Technology3 1,763,43443.515% 191,01833.443% -10.072%-23.145%
1343Management Information SystemsMajorsManagement Information Systems9 1,062,38626.216% 134,76123.594% -2.622%-10.001%

mis Degrees

Management Information Systems

2017-02-27Jobs 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% 8000.594% 0.244%69.682%
2Attention to DetailsSoft SkillsProblem-solving skills1 4,2000.395% 6600.490% 0.094%23.856%
8Conflict ResolutionSoft SkillsInterpersonal skills1 7,2180.680% 1,0300.764% 0.085%12.471%
231CooperationSoft SkillsInterpersonal skills1 11,3411.068% 1,1610.862% -0.206%-19.313%
3CreativitySoft SkillsProblem-solving skills3 30,4072.863% 4,4343.290% 0.427%14.933%
4Critical thinkingSoft SkillsProblem-solving skills3 17,0071.601% 4,1043.045% 1.444%90.196%
1300FlexibilitySoft SkillsWork ethic1 37,7893.558% 5,1103.792% 0.234%6.580%
232IndependenceSoft SkillsInterpersonal skills1 5,9140.557% 6250.464% -0.093%-16.705%
13Initiative/Motivation to workSoft SkillsWork ethic5 149,78214.102% 19,91414.777% 0.676%4.790%
256InnovationSoft SkillsProblem-solving skills1 85,5128.051% 12,2909.120% 1.069%13.278%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 130,40512.277% 17,47112.964% 0.687%5.596%
1422InternshipSoft SkillsWork ethic3 15,8701.494% 1,0760.798% -0.696%-46.561%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 8370.079% 1300.096% 0.018%22.416%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 88,0608.291% 14,08010.448% 2.157%26.022%
10LeadershipSoft SkillsInterpersonal skills1 252,95223.815% 36,69927.233% 3.418%14.351%
258LearningSoft SkillsProblem-solving skills1 60,9615.739% 8,6466.416% 0.676%11.785%
1Learning AbilitySoft SkillsProblem-solving skills3 19,5701.842% 2,9642.199% 0.357%19.374%
236ListeningSoft SkillsLanguage skills1 19,7811.862% 3,6702.723% 0.861%46.231%
260MathematicsSoft SkillsProblem-solving skills3 63,0835.939% 8,3316.182% 0.243%4.089%
261MemorizationSoft SkillsProblem-solving skills1 230.002% 00.000% -0.002%-100.000%
18Negotiation SkillsSoft SkillsLanguage skills1 12,2681.155% 1,4841.101% -0.054%-4.658%
262OptimizationSoft SkillsProblem-solving skills1 46,3204.361% 7,0575.237% 0.876%20.081%
19Oral CommunicationsSoft SkillsLanguage skills3 18,0201.697% 2,3941.776% 0.080%4.711%
273PersistenceSoft SkillsWork ethic1 3,7790.356% 6080.451% 0.095%26.809%
239PersuasionSoft SkillsLanguage skills1 2,1680.204% 2590.192% -0.012%-5.841%
1301Physical SkillSoft SkillsWork ethic2 1,7360.163% 4010.298% 0.134%82.061%
240PresentationsSoft SkillsLanguage skills1 60,8725.731% 7,6995.713% -0.018%-0.313%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 225,55921.236% 33,58324.920% 3.684%17.350%
20Questioning skillsSoft SkillsLanguage skills1 2590.024% 580.043% 0.019%76.502%
241Reading ComprehensionSoft SkillsLanguage skills1 2280.021% 270.020% -0.001%-6.664%
6Research skillsSoft SkillsProblem-solving skills1 1,9600.185% 2420.180% -0.005%-2.685%
15ResponsibilitySoft SkillsWork ethic2 121,78911.466% 13,82510.259% -1.207%-10.530%
234Self ControlSoft SkillsInterpersonal skills1 2180.021% 560.042% 0.021%102.467%
11Self-esteemSoft SkillsInterpersonal skills1 410.004% 130.010% 0.006%149.909%
16Self-managementSoft SkillsWork ethic1 1,3570.128% 2010.149% 0.021%16.745%
250Stress ToleranceSoft SkillsPhysical skills1 2350.022% 390.029% 0.007%30.803%
12TeamworkSoft SkillsInterpersonal skills1 58,5795.515% 7,5085.571% 0.056%1.019%
17Time ManagementSoft SkillsWork ethic2 44,8114.219% 6,5394.852% 0.633%15.013%
268VisualizationSoft SkillsProblem-solving skills1 9,1700.863% 3,0462.260% 1.397%161.808%
7Working under pressureSoft SkillsProblem-solving skills1 6030.057% 1080.080% 0.023%41.165%
21Written CommunicationsSoft SkillsLanguage skills4 170,65416.067% 23,17817.199% 1.133%7.049%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 44,2174.163% 9,3726.955% 2.792%67.057%
172Account managementBusiness SkillsManagement skills1 13,3391.256% 1,4801.098% -0.158%-12.550%
22AccountingBusiness SkillsBusiness processes4 130,52912.289% 9,9287.367% -4.922%-40.052%
1263Accounting softwareBusiness SkillsBusiness processes7 6,4680.609% 7850.583% -0.026%-4.342%
174AdministrationBusiness SkillsManagement skills3 310,86629.268% 39,14429.047% -0.221%-0.754%
1313AnalystBusiness SkillsProject management1 266,22425.065% 33,72725.027% -0.037%-0.149%
175Application managementBusiness SkillsManagement skills5 91,7748.640% 13,2609.840% 1.199%13.880%
150Asset managementBusiness SkillsBusiness processes1 20,7871.957% 2,3171.719% -0.238%-12.147%
151AuditingBusiness SkillsBusiness processes5 99,7929.395% 14,24510.571% 1.175%12.509%
1264Auditing softwareBusiness SkillsBusiness processes1 1900.018% 30.002% -0.016%-87.555%
152BillingBusiness SkillsBusiness processes1 28,8922.720% 2,6121.938% -0.782%-28.745%
1314Business AnalystBusiness SkillsProject management1 85,0228.005% 11,1968.308% 0.303%3.790%
35Business IntelligenceBusiness SkillsStrategy skills1 56,6725.336% 8,9046.607% 1.272%23.834%
155Business performance management (BPM)Business SkillsBusiness processes2 6,6370.625% 1,1070.821% 0.197%31.461%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 18,8341.773% 1,1650.864% -0.909%-51.247%
36Business StrategyBusiness SkillsStrategy skills3 236,03022.222% 31,68723.513% 1.292%5.812%
182Calendar and schedulingBusiness SkillsProject management3 53,1895.008% 5,7384.258% -0.750%-14.972%
156Capacity planningBusiness SkillsBusiness processes1 25,1262.366% 3,0132.236% -0.130%-5.486%
28Change ManagementBusiness SkillsManagement skills1 59,5965.611% 9,9467.380% 1.770%31.539%
183Content workflowBusiness SkillsProject management1 690.006% 30.002% -0.004%-65.732%
24Contracting and legalBusiness SkillsBusiness processes2 68,2516.426% 8,4606.278% -0.148%-2.303%
176CoordinationBusiness SkillsManagement skills1 71,0196.686% 8,9996.678% -0.009%-0.128%
157Cost accountingBusiness SkillsBusiness processes1 3,0660.289% 1590.118% -0.171%-59.126%
158Cost estimationBusiness SkillsBusiness processes1 1,1460.108% 1070.079% -0.028%-26.410%
1312Customer SupportBusiness SkillsBusiness processes6 252,94023.814% 31,14323.110% -0.704%-2.957%
1339EducationBusiness SkillsIndustry Segment1 11,6011.092% 1,3871.029% -0.063%-5.767%
1333EnergyBusiness SkillsIndustry Segment1 64,7516.096% 5,8974.376% -1.720%-28.219%
1340EntertainmentBusiness SkillsIndustry Segment1 16,5981.563% 1,4931.108% -0.455%-29.103%
1319EnvironmentalBusiness SkillsEnvironmental15 26,8552.528% 3,2082.381% -0.148%-5.848%
1320Environmental StrategyBusiness SkillsEnvironmental7 3,6940.348% 1,4661.088% 0.740%212.795%
161FinancialBusiness SkillsBusiness processes2 283,08726.652% 33,24124.667% -1.986%-7.450%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 1,7920.169% 470.035% -0.134%-79.328%
1332Health CareBusiness SkillsIndustry Segment2 171,19616.118% 19,78814.684% -1.434%-8.897%
177Human resourcesBusiness SkillsManagement skills2 59,5295.605% 5,1363.811% -1.793%-31.999%
1336InsuranceBusiness SkillsIndustry Segment1 8,5790.808% 1,1640.864% 0.056%6.940%
1316Managing/SupervisionBusiness SkillsManagement skills5 473,70144.598% 52,88839.246% -5.352%-12.002%
1334ManufacturingBusiness SkillsIndustry Segment2 71,8966.769% 6,4964.820% -1.949%-28.786%
26MarketingBusiness SkillsBusiness processes1 87,6278.250% 7,4785.549% -2.701%-32.738%
185MonitoringBusiness SkillsProject management1 152,28114.337% 23,78617.651% 3.313%23.111%
179NegotiationBusiness SkillsManagement skills1 48,6384.579% 6,2324.624% 0.045%0.989%
163Operation and ControlBusiness SkillsBusiness processes2 7980.075% 1060.079% 0.004%4.695%
29Outsourcing ManagementBusiness SkillsManagement skills3 33,7523.178% 2,8072.083% -1.095%-34.451%
167ProcurementBusiness SkillsBusiness processes1 28,0412.640% 3,0902.293% -0.347%-13.147%
1290Project Management softwareBusiness SkillsProject management2 42,7324.023% 4,9983.709% -0.314%-7.814%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 254,05423.919% 31,19723.150% -0.769%-3.215%
168QualityBusiness SkillsBusiness processes1 327,57330.841% 45,00033.392% 2.552%8.275%
1337Real EstateBusiness SkillsIndustry Segment2 10,4040.980% 8130.603% -0.376%-38.410%
1335RetailBusiness SkillsIndustry Segment2 184,25017.347% 14,83011.005% -6.342%-36.561%
34Risk ManagementBusiness SkillsProject management1 50,8974.792% 8,5196.322% 1.530%31.922%
169Service OrientationBusiness SkillsBusiness processes1 9,9080.933% 1,3320.988% 0.056%5.960%
27Supply Chain ManagementBusiness SkillsBusiness processes3 36,2793.416% 4,1153.054% -0.362%-10.600%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 2,8350.267% 2740.203% -0.064%-23.824%
178TeachingBusiness SkillsManagement skills7 34,6173.259% 3,3642.496% -0.763%-23.407%
190TimekeepingBusiness SkillsProject management3 25,0532.359% 2,0301.506% -0.852%-36.136%
1296Timekeeping softwareBusiness SkillsProject management1 1,9010.179% 2470.183% 0.004%2.409%
171Total quality management (TQM)Business SkillsBusiness processes2 1,6410.154% 1330.099% -0.056%-36.120%
180TroubleshootingBusiness SkillsManagement skills1 155,21014.613% 24,49818.179% 3.566%24.404%
181VerificationBusiness SkillsManagement skills1 43,8104.125% 15,11011.212% 7.088%171.840%
1338Waste ManagementBusiness SkillsIndustry Segment1 2,3830.224% 2700.200% -0.024%-10.698%
191WorkflowBusiness SkillsProject management1 60,7475.719% 8,3296.181% 0.461%8.066%
31Working GloballyBusiness SkillsManagement skills3 4,5460.428% 950.070% -0.358%-83.529%
32Working with Virtual TeamsBusiness SkillsManagement skills2 2,2170.209% 3070.228% 0.019%9.143%
514GLTechnical SkillsSoftware development3 2,4400.230% 1510.112% -0.118%-51.224%
987Access servers & softwareTechnical SkillsNetwork10 42,5794.009% 6,5994.897% 0.888%22.153%
38Agile Development MethodsTechnical SkillsSoftware development13 43,1644.064% 13,1259.739% 5.676%139.662%
304Algorithmic softwareTechnical SkillsBusiness applications1 370.003% 00.000% -0.003%-100.000%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 8350.079% 870.065% -0.014%-17.879%
1352AndroidTechnical SkillsMobile Platforms3 7,1630.674% 2,4921.849% 1.175%174.205%
1351Apple iOSTechnical SkillsMobile Platforms6 5,1220.482% 1,2060.895% 0.413%85.579%
120Apple operating systemsTechnical SkillsBusiness applications6 20,1491.897% 4,0272.988% 1.091%57.525%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 7070.067% 80.006% -0.061%-91.081%
1423Artificial IntelligenceTechnical SkillsInformation mgmt5 5,4640.514% 8170.606% 0.092%17.851%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 90.001% 00.000% -0.001%-100.000%
1265Backup & RecoveryTechnical SkillsTechnical applications16 110,67610.420% 13,47710.001% -0.419%-4.024%
1386BiometricTechnical SkillsInformation mgmt2 4,1800.394% 3960.294% -0.100%-25.331%
1353BlackberryTechnical SkillsMobile Platforms2 7,9560.749% 5340.396% -0.353%-47.098%
336Borland DelphiTechnical SkillsBusiness applications1 1,6980.160% 1600.119% -0.041%-25.732%
337Borland JBuilderTechnical SkillsBusiness applications1 1,0180.096% 180.013% -0.082%-86.064%
338Borland ParadoxTechnical SkillsBusiness applications1 1480.014% 120.009% -0.005%-36.094%
72Business Continuity PlanningTechnical SkillsHardware2 19,5651.842% 3,1122.309% 0.467%25.367%
352Cadence OpusTechnical SkillsBusiness applications1 3540.033% 70.005% -0.028%-84.415%
868CalculatorsTechnical SkillsHardware1 1,7400.164% 2010.149% -0.015%-8.952%
39CASE ToolsTechnical SkillsSoftware development1 52,7424.966% 6,0454.486% -0.480%-9.664%
367Categorization or classification softwareTechnical SkillsBusiness applications1 4,5410.428% 6080.451% 0.024%5.530%
112CertificationTechnical SkillsMisc3 262,54924.719% 37,61027.909% 3.190%12.905%
78CiscoTechnical SkillsHardware1 57,9695.458% 9,0346.704% 1.246%22.831%
1009Cisco Systems IOSTechnical SkillsNetwork1 11,5781.090% 3,3532.488% 1.398%128.256%
40Client-ServerTechnical SkillsSoftware development1 29,2552.754% 2,9932.221% -0.533%-19.364%
1011Cluster server softwareTechnical SkillsNetwork8 14,7271.387% 2,1971.630% 0.244%17.581%
1147CMAKETechnical SkillsSoftware development1 400.004% 150.011% 0.007%195.565%
1151Compatibility testingTechnical SkillsSoftware development1 1810.017% 220.016% -0.001%-4.200%
1152CompilersTechnical SkillsSoftware development5 9,1330.860% 1,0840.804% -0.055%-6.451%
1255Compliance softwareTechnical SkillsTechnical applications3 12,8091.206% 2,0031.486% 0.280%23.250%
385Computer aided design (CAD)Technical SkillsBusiness applications12 6,5050.612% 5130.381% -0.232%-37.843%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 1,3890.131% 1330.099% -0.032%-24.531%
875Computer diagnosticsTechnical SkillsHardware5 49,1854.631% 7,3375.444% 0.814%17.573%
1107Computer forensicsTechnical SkillsSecurity1 4,1580.391% 3770.280% -0.112%-28.537%
1266Computer HardwareTechnical SkillsHardware15 31,2212.939% 3,5572.639% -0.300%-10.204%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 7170.068% 720.053% -0.014%-20.853%
1015Computer serversTechnical SkillsNetwork6 110,79810.431% 14,30110.612% 0.181%1.732%
1267Computer UtilitiesTechnical SkillsMisc1 1460.014% 580.043% 0.029%213.110%
59Content ManagerTechnical SkillsBusiness applications1 1,6520.156% 900.067% -0.089%-57.061%
1396Continuous ImprovementTechnical SkillsSoftware development1 22,2032.090% 4,0172.981% 0.890%42.598%
878ControllersTechnical SkillsHardware3 6,2270.586% 8980.666% 0.080%13.663%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 7560.071% 760.056% -0.015%-20.766%
407Customer information control system (CICS)Technical SkillsBusiness applications2 5,7310.540% 6590.489% -0.051%-9.369%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 75,5847.116% 9,3926.969% -0.147%-2.062%
1368Cyber SecurityTechnical SkillsInformation mgmt3 26,7632.520% 5,7574.272% 1.752%69.544%
953Data acquisition systemsTechnical SkillsInformation mgmt1 5,5110.519% 7070.525% 0.006%1.114%
955Data compression softwareTechnical SkillsInformation mgmt1 1,6510.155% 1900.141% -0.014%-9.296%
956Data conversion softwareTechnical SkillsInformation mgmt1 7,4000.697% 9960.739% 0.042%6.084%
958Data dictionaryTechnical SkillsInformation mgmt1 4,4400.418% 4680.347% -0.071%-16.922%
959Data entryTechnical SkillsInformation mgmt1 6,6510.626% 6110.453% -0.173%-27.594%
962Data mappingTechnical SkillsInformation mgmt1 7,2030.678% 1,3691.016% 0.338%49.800%
67Data MiningTechnical SkillsInformation mgmt5 16,8081.582% 2,0441.517% -0.066%-4.151%
963Data modelingTechnical SkillsInformation mgmt1 41,1113.871% 6,3564.716% 0.846%21.856%
68Data WarehousingTechnical SkillsInformation mgmt2 62,4065.875% 8,7586.499% 0.623%10.612%
69Database AdministrationTechnical SkillsInformation mgmt12 84,1907.926% 10,3187.657% -0.270%-3.404%
969Database design softwareTechnical SkillsInformation mgmt15 63,1015.941% 7,6125.649% -0.292%-4.921%
1268Database ReportingTechnical SkillsInformation mgmt3 24,9902.353% 1,7361.288% -1.065%-45.247%
1269Database SecurityTechnical SkillsInformation mgmt2 700.007% 140.010% 0.004%57.635%
1373Database SecurityTechnical SkillsInformation mgmt1 3420.032% 340.025% -0.007%-21.644%
1270Database ServersTechnical SkillsInformation mgmt3 15,5421.463% 8910.661% -0.802%-54.815%
1271Database TestingTechnical SkillsInformation mgmt1 1,0500.099% 3390.252% 0.153%154.468%
1160DebuggingTechnical SkillsSoftware development7 58,9835.553% 10,2987.642% 2.089%37.609%
1385DecryptionTechnical SkillsInformation mgmt1 2370.022% 430.032% 0.010%43.002%
418Desktop publishing softwareTechnical SkillsBusiness applications13 12,9951.223% 1,0130.752% -0.472%-38.559%
1272Development EnvironmentTechnical SkillsSoftware development13 34,6843.265% 5,3523.971% 0.706%21.621%
1273Digital ImagingTechnical SkillsHardware1 1,1940.112% 90.007% -0.106%-94.059%
883Digital Signal Processor (DSP)Technical SkillsHardware2 8060.076% 930.069% -0.007%-9.057%
423Disk operating system (DOS)Technical SkillsBusiness applications1 3,5430.334% 2590.192% -0.141%-42.383%
1307Doctor of PhilosophyTechnical SkillsMisc3 20,2911.910% 1,1420.847% -1.063%-55.641%
973Document management softwareTechnical SkillsInformation mgmt4 13,8281.302% 1,4451.072% -0.230%-17.637%
1020Domain name system (DNS)Technical SkillsNetwork3 36,7293.458% 5,3703.985% 0.527%15.236%
61DreamweaverTechnical SkillsSoftware development1 4,8470.456% 1790.133% -0.324%-70.893%
54DSS/GDSSTechnical SkillsBusiness applications5 19,1361.802% 2,4801.840% 0.039%2.146%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 340.003% 10.001% -0.002%-76.818%
62EclipseTechnical SkillsSoftware development1 16,6641.569% 2,1791.617% 0.048%3.062%
1308Electronic CommerceTechnical SkillsBusiness applications2 31,7732.991% 3,9742.949% -0.042%-1.419%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 12,5071.178% 1,6251.206% 0.028%2.405%
1023Electronic mail softwareTechnical SkillsNetwork8 20,8281.961% 2,4041.784% -0.177%-9.028%
1384EncryptionTechnical SkillsInformation mgmt1 360.003% 90.007% 0.003%97.043%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 76,7837.229% 8,9806.664% -0.565%-7.821%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications15 80,6507.593% 8,3036.161% -1.432%-18.857%
1321Environmental CertificationTechnical SkillsEnvironmental1 850.008% 180.013% 0.005%66.907%
1328Environmental CleanupTechnical SkillsEnvironmental1 460.004% 100.007% 0.003%71.342%
1329Environmental EnergyTechnical SkillsEnvironmental21 5,3040.499% 4030.299% -0.200%-40.114%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 3,0430.286% 3880.288% 0.001%0.497%
1327Environmental PollutionTechnical SkillsEnvironmental16 3,2930.310% 5170.384% 0.074%23.743%
1324Environmental Pollution ControlTechnical SkillsEnvironmental7 2,1070.198% 1830.136% -0.063%-31.544%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental7 6150.058% 990.073% 0.016%26.877%
1326Environmental Product StewardshipTechnical SkillsEnvironmental11 3,8560.363% 4740.352% -0.011%-3.113%
1331Environmental ScienceTechnical SkillsEnvironmental2 1,1510.108% 190.014% -0.094%-86.989%
1322Environmental TechnologyTechnical SkillsEnvironmental2 2510.024% 180.013% -0.010%-43.478%
461Expert system softwareTechnical SkillsBusiness applications1 3900.037% 350.026% -0.011%-29.266%
1359FacebookTechnical SkillsSocial Networking1 132,26212.452% 41,04330.456% 18.004%144.583%
463Facilities management softwareTechnical SkillsBusiness applications4 6,8560.645% 2000.148% -0.497%-77.008%
468Flight control softwareTechnical SkillsBusiness applications1 1340.013% 140.010% -0.002%-17.653%
469Flowchart softwareTechnical SkillsBusiness applications5 4,1040.386% 5870.436% 0.049%12.733%
1367ForensicTechnical SkillsInformation mgmt2 16,3791.542% 2,8392.107% 0.565%36.616%
1112Fraud DetectionTechnical SkillsSecurity1 6,7890.639% 6910.513% -0.126%-19.778%
63FrontPageTechnical SkillsSoftware development1 1,3490.127% 240.018% -0.109%-85.978%
475Fund accounting softwareTechnical SkillsBusiness applications1 1,1240.106% 600.045% -0.061%-57.927%
1260GamingTechnical SkillsMisc2 15,9051.497% 2,1101.566% 0.068%4.561%
113Generic databasesTechnical SkillsInformation mgmt2 172,11216.204% 23,15217.180% 0.976%6.023%
1365Google AppsTechnical SkillsBusiness applications4 3,1500.297% 3720.276% -0.021%-6.920%
1364Google PlusTechnical SkillsSocial Networking1 380.004% 00.000% -0.004%-100.000%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications31 66,9046.299% 8,1736.065% -0.234%-3.717%
484Graphic softwareTechnical SkillsBusiness applications16 81,1467.640% 11,0128.172% 0.532%6.960%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 13,1631.239% 1,3020.966% -0.273%-22.039%
1323Green ITTechnical SkillsEnvironmental9 2,5500.240% 1620.120% -0.120%-49.928%
893Guidance systemsTechnical SkillsHardware1 470.004% 10.001% -0.004%-83.230%
1371HackingTechnical SkillsInformation mgmt5 5,3840.507% 1,1670.866% 0.359%70.839%
895Hardware description language (HDL)Technical SkillsHardware2 570.005% 40.003% -0.002%-44.690%
1277Hardware DesignTechnical SkillsHardware19 3,8490.362% 4510.335% -0.028%-7.647%
1278Hardware TestingTechnical SkillsHardware4 1,0440.098% 970.072% -0.026%-26.769%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 5490.052% 500.037% -0.015%-28.217%
492Helpdesk or call centerTechnical SkillsBusiness applications2 54,8955.168% 6,0234.469% -0.699%-13.523%
1377Homeland SecurityTechnical SkillsInformation mgmt1 50,9234.794% 8860.657% -4.137%-86.287%
114IBM databasesTechnical SkillsInformation mgmt2 34,4513.244% 3,9682.944% -0.299%-9.220%
121IBM operating systemsTechnical SkillsBusiness applications4 24,8532.340% 2,1481.594% -0.746%-31.880%
898Image capture devicesTechnical SkillsHardware8 5,6170.529% 8960.665% 0.136%25.726%
524Industrial control softwareTechnical SkillsBusiness applications3 3,4590.326% 3160.234% -0.091%-27.996%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 15,3781.448% 2,4021.782% 0.335%23.111%
1375Information SecurityTechnical SkillsInformation mgmt3 70,5416.641% 12,9539.612% 2.970%44.727%
899InfraredTechnical SkillsHardware1 7310.069% 170.013% -0.056%-81.670%
1180InstallationTechnical SkillsSoftware development1 114,01610.734% 12,2009.053% -1.681%-15.663%
901Interface definition language (IDL)Technical SkillsHardware1 2640.025% 140.010% -0.014%-58.203%
536Internet browser softwareTechnical SkillsBusiness applications4 7,6960.725% 5550.412% -0.313%-43.161%
1393Intrusion DetectionTechnical SkillsInformation mgmt1 19,2381.811% 2,8372.105% 0.294%16.231%
541Inventory management softwareTechnical SkillsBusiness applications3 6,9580.655% 7630.566% -0.089%-13.570%
1414ISO 9000Technical SkillsSoftware development1 2,3040.217% 620.046% -0.171%-78.790%
73IT Architecture/StandardsTechnical SkillsHardware2 10,3660.976% 1,7411.292% 0.316%32.376%
1357Java METechnical SkillsMobile Platforms2 1130.011% 00.000% -0.011%-100.000%
1035KernelTechnical SkillsNetwork1 2,8140.265% 3490.259% -0.006%-2.249%
907LasersTechnical SkillsHardware1 1130.011% 30.002% -0.008%-79.075%
1038License management softwareTechnical SkillsNetwork1 1,0850.102% 1890.140% 0.038%37.295%
1361LinkedInTechnical SkillsSocial Networking1 6,6230.624% 2,1751.614% 0.990%158.837%
908Mainframe computersTechnical SkillsHardware2 36,1213.401% 3,5312.620% -0.781%-22.952%
124Mainframe operating systemsTechnical SkillsBusiness applications8 15,5081.460% 1,2920.959% -0.501%-34.336%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 23,5602.218% 2,7772.061% -0.157%-7.099%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 7,4940.706% 4840.359% -0.346%-49.096%
1281Medical softwareTechnical SkillsBusiness applications9 11,4201.075% 1,2340.916% -0.159%-14.833%
115Microsoft databasesTechnical SkillsInformation mgmt5 173,10916.298% 24,43218.130% 1.832%11.240%
119Microsoft operating systemsTechnical SkillsBusiness applications4 230,80421.730% 26,62219.755% -1.975%-9.088%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 1,7600.166% 5360.398% 0.232%140.035%
625MultimediaTechnical SkillsBusiness applications1 5,1030.480% 4830.358% -0.122%-25.399%
1362MySpaceTechnical SkillsSocial Networking1 1,8560.175% 10.001% -0.174%-99.575%
74Network administrationTechnical SkillsHardware17 116,91911.008% 14,96411.104% 0.096%0.875%
1282Network Administration softwareTechnical SkillsNetwork18 71,2376.707% 11,0538.202% 1.495%22.292%
1283Network HardwareTechnical SkillsNetwork11 44,8784.225% 5,8024.305% 0.080%1.898%
1284Network Monitoring softwareTechnical SkillsNetwork15 31,1302.931% 4,5513.377% 0.446%15.226%
1059Network operation system software (NOS)Technical SkillsNetwork2 1,3120.124% 830.062% -0.062%-50.138%
1369Network SecurityTechnical SkillsInformation mgmt1 6,7370.634% 1,0650.790% 0.156%24.596%
1122Network securityTechnical SkillsSecurity1 46,8584.412% 7,0045.197% 0.786%17.811%
1285Network Security softwareTechnical SkillsSecurity35 102,7089.670% 17,67113.113% 3.443%35.606%
1286Network softwareTechnical SkillsNetwork6 21,0191.979% 2,8252.096% 0.117%5.932%
1287Network TestingTechnical SkillsNetwork11 15,9541.502% 2,5111.863% 0.361%24.051%
1065Novell network softwareTechnical SkillsNetwork2 2,3510.221% 550.041% -0.181%-81.561%
643OberonTechnical SkillsBusiness applications1 1590.015% 350.026% 0.011%73.497%
1413Object Oriented DesignTechnical SkillsSoftware development2 14,2511.342% 1,9291.431% 0.090%6.686%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 79,8657.519% 11,3008.385% 0.866%11.518%
1288Office ApplicationsTechnical SkillsBusiness applications13 211,83019.943% 25,89019.212% -0.732%-3.669%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 13,8631.305% 1,3330.989% -0.316%-24.213%
116Open-source databasesTechnical SkillsInformation mgmt4 31,6612.981% 6,3474.710% 1.729%58.003%
118Open-source operating systemsTechnical SkillsBusiness applications8 117,96511.106% 19,74814.654% 3.548%31.945%
56Operating SystemsTechnical SkillsBusiness applications3 118,84411.189% 15,08311.192% 0.003%0.031%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 8320.078% 1240.092% 0.014%17.468%
117Oracle databasesTechnical SkillsInformation mgmt1 207,11419.499% 23,56417.486% -2.014%-10.327%
1354Palm OSTechnical SkillsMobile Platforms3 1520.014% 10.001% -0.014%-94.815%
1376Penetration TestingTechnical SkillsInformation mgmt5 48,1694.535% 9,7557.239% 2.704%59.618%
1289Physical ToolsTechnical SkillsHardware1 320.003% 10.001% -0.002%-75.370%
683Point of sale (POS)Technical SkillsBusiness applications3 6,7200.633% 9760.724% 0.092%14.473%
931PrintersTechnical SkillsHardware3 13,3761.259% 1,8461.370% 0.111%8.775%
43ProgrammingTechnical SkillsSoftware development1 242,98822.877% 30,66922.758% -0.119%-0.520%
700ProvisioningTechnical SkillsBusiness applications1 17,6131.658% 3,3472.484% 0.825%49.777%
1405Rapid Application DevelopmentTechnical SkillsSoftware development2 6,2320.587% 6040.448% -0.139%-23.611%
1258Rate ControlTechnical SkillsTechnical applications1 60.001% 00.000% -0.001%-100.000%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 12,9961.224% 6850.508% -0.715%-58.457%
1077Remote control softwareTechnical SkillsNetwork2 1,5860.149% 2380.177% 0.027%18.276%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 7960.075% 1190.088% 0.013%17.830%
1379Risk AnalysisTechnical SkillsInformation mgmt1 10,8791.024% 1,6921.256% 0.231%22.584%
1262RoboticsTechnical SkillsHardware3 2,9560.278% 2990.222% -0.056%-20.276%
1318RSATechnical SkillsSecurity1 7,6510.720% 9420.699% -0.021%-2.959%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 10,3740.977% 3,2142.385% 1.408%144.187%
44SDLCTechnical SkillsSoftware development7 148,64313.995% 24,32918.053% 4.059%29.004%
1132Secure shell (SSH)Technical SkillsSecurity1 540.005% 80.006% 0.001%16.767%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 12,7631.202% 2,2851.696% 0.494%41.109%
76SecurityTechnical SkillsHardware4 762,11871.752% 133,99599.432% 27.679%38.576%
1382Security AuditTechnical SkillsInformation mgmt1 1,9320.182% 4120.306% 0.124%68.078%
1315Security ClearanceTechnical SkillsMisc2 132,36912.462% 8,3956.230% -6.233%-50.013%
1381Security PlanTechnical SkillsInformation mgmt1 2,0550.193% 4270.317% 0.123%63.771%
1380Security PolicyTechnical SkillsInformation mgmt2 32,7543.084% 5,8274.324% 1.240%40.218%
1135Security testing softwareTechnical SkillsSecurity1 4,0850.385% 8680.644% 0.260%67.475%
60Sharepoint ServerTechnical SkillsBusiness applications1 5,1590.486% 4050.301% -0.185%-38.126%
1084Signal generatorsTechnical SkillsNetwork1 1710.016% 160.012% -0.004%-26.253%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 8,8270.831% 1,2310.913% 0.082%9.918%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 28,7272.705% 6,4664.798% 2.094%77.406%
1220Simulation softwareTechnical SkillsSoftware development5 15,8961.497% 1,1220.833% -0.664%-44.368%
1366Social NetworkTechnical SkillsSocial Networking1 1,4790.139% 6900.512% 0.373%267.708%
1358Social NetworkingTechnical SkillsSocial Networking1 7,9010.744% 710.053% -0.691%-92.917%
42Software DevelopmentTechnical SkillsSoftware development2 215,92420.329% 28,17920.910% 0.581%2.860%
1291Software Development softwareTechnical SkillsSoftware development3 2,4290.229% 1240.092% -0.137%-59.764%
1309Software EngineeringTechnical SkillsSoftware development1 91,3188.597% 12,1999.052% 0.455%5.291%
1292Software InstallationTechnical SkillsSoftware development4 132,33512.459% 19,21914.262% 1.802%14.466%
1223Software librariesTechnical SkillsSoftware development1 2190.021% 310.023% 0.002%11.568%
1293Software MaintenanceTechnical SkillsSoftware development1 6,5720.619% 9940.738% 0.119%19.210%
1294Software TestingTechnical SkillsSoftware development14 115,92810.914% 17,44212.943% 2.028%18.585%
1225Source code management (SCM)Technical SkillsSoftware development5 30,4942.871% 5,1083.790% 0.919%32.026%
1229Static analysis softwareTechnical SkillsSoftware development1 2670.025% 890.066% 0.041%162.725%
772Statistical analysis softwareTechnical SkillsBusiness applications26 85,3198.033% 11,0978.235% 0.202%2.514%
774Statistical softwareTechnical SkillsBusiness applications1 43,0844.056% 4,5193.353% -0.703%-17.330%
1230Stress testing softwareTechnical SkillsSoftware development1 2,4090.227% 2530.188% -0.039%-17.224%
122Sun operating systemsTechnical SkillsBusiness applications3 52,2314.917% 3,0912.294% -2.624%-53.356%
939Surveillance systemsTechnical SkillsHardware5 9,8050.923% 8810.654% -0.269%-29.181%
791Symantec softwareTechnical SkillsBusiness applications1 9,6060.904% 1,3060.969% 0.065%7.158%
1355SymbianTechnical SkillsMobile Platforms1 320.003% 00.000% -0.003%-100.000%
1310System AdministrationTechnical SkillsNetwork4 93,6888.821% 10,0907.487% -1.333%-15.115%
45System TestingTechnical SkillsSoftware development5 26,7852.522% 3,6682.722% 0.200%7.934%
46Systems AnalysisTechnical SkillsSoftware development8 135,34012.742% 15,80311.727% -1.015%-7.969%
47Systems DesignTechnical SkillsSoftware development1 21,1031.987% 2,4751.837% -0.150%-7.561%
1233Systems EvaluationTechnical SkillsSoftware development1 1660.016% 110.008% -0.007%-47.772%
1234Systems integrationTechnical SkillsSoftware development8 84,3197.939% 5,9954.449% -3.490%-43.962%
75TCP/IPTechnical SkillsHardware3 53,1895.008% 6,5034.826% -0.182%-3.636%
1235Technology DesignTechnical SkillsSoftware development1 1,0900.103% 1370.102% -0.001%-0.936%
1236TemplatesTechnical SkillsSoftware development1 19,8311.867% 2,7532.043% 0.176%9.417%
1239Test implementationTechnical SkillsSoftware development1 3540.033% 690.051% 0.018%53.627%
1302TestingTechnical SkillsSoftware development1 363,65734.238% 52,78139.166% 4.929%14.395%
1297Training softwareTechnical SkillsBusiness applications3 1,5070.142% 680.050% -0.091%-64.435%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 1,2090.114% 920.068% -0.046%-40.023%
1360TwitterTechnical SkillsSocial Networking1 14,1791.335% 1,4301.061% -0.274%-20.510%
1411Unified ProcessTechnical SkillsSoftware development1 3,5480.334% 1810.134% -0.200%-59.792%
123UNIX operating systemsTechnical SkillsBusiness applications5 148,88814.018% 15,24411.312% -2.706%-19.302%
1298UNIX ShellsTechnical SkillsBusiness applications4 33,7053.173% 4,6293.435% 0.262%8.247%
1410Use CaseTechnical SkillsSoftware development1 10,4750.986% 1,3370.992% 0.006%0.600%
48User-Interface DesignTechnical SkillsSoftware development2 35,7863.369% 6,5904.890% 1.521%45.142%
836Video creation and editing softwareTechnical SkillsBusiness applications3 2,2130.208% 1230.091% -0.117%-56.193%
64Visual StudioTechnical SkillsSoftware development1 35,5733.349% 5,4504.044% 0.695%20.753%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 1,3070.123% 1290.096% -0.027%-22.208%
77Voice/Data TelecomTechnical SkillsHardware10 105,9539.975% 9,7627.244% -2.731%-27.381%
1299Web Application ServerTechnical SkillsBusiness applications8 53,4115.029% 5,4064.012% -1.017%-20.225%
1248Web platform development softwareTechnical SkillsSoftware development5 2,3670.223% 900.067% -0.156%-70.031%
65web programmerTechnical SkillsSoftware development4 11,1451.049% 1,0200.757% -0.292%-27.866%
58Web serversTechnical SkillsBusiness applications6 75,9497.150% 8,7786.514% -0.637%-8.905%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 50,2084.727% 7,1485.304% 0.577%12.211%
1356Windows CETechnical SkillsMobile Platforms4 2,1560.203% 2990.222% 0.019%9.306%
1102WirelessTechnical SkillsNetwork5 42,9794.046% 5,2163.871% -0.176%-4.346%
1363YouTubeTechnical SkillsSocial Networking2 8440.079% 2030.151% 0.071%89.573%
79.NETProgramming SkillsCurrent1 114,95010.822% 17,05912.659% 1.836%16.968%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 30.000% 00.000% -0.000%-100.000%
209A programming language (APL)Programming SkillsLegacy2 1,3670.129% 1360.101% -0.028%-21.586%
99AdaProgramming SkillsLegacy1 4,4390.418% 3180.236% -0.182%-43.537%
80AJAXProgramming SkillsCurrent1 42,9474.043% 5,4384.035% -0.008%-0.200%
210Algorithmic language (ALGOL)Programming SkillsLegacy1 270.003% 10.001% -0.002%-70.808%
192Apple AppleScriptProgramming SkillsCurrent1 660.006% 110.008% 0.002%31.362%
81ASPProgramming SkillsCurrent2 81,1947.644% 10,2637.616% -0.029%-0.374%
108AssemblyProgramming SkillsLegacy2 9800.092% 870.065% -0.028%-30.029%
211AWKProgramming SkillsLegacy1 1,7860.168% 1850.137% -0.031%-18.358%
212BProgramming SkillsLegacy1 13,7661.296% 1,6021.189% -0.107%-8.277%
83C#Programming SkillsCurrent2 90,4788.518% 15,58111.562% 3.044%35.730%
82C/C++Programming SkillsCurrent3 101,4799.554% 10,2087.575% -1.979%-20.716%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 56,1305.285% 12,6609.394% 4.110%77.771%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 4160.039% 340.025% -0.014%-35.582%
84CGIProgramming SkillsCurrent2 8,1310.766% 1,7481.297% 0.532%69.441%
217ClipperProgramming SkillsLegacy1 2270.021% 330.024% 0.003%14.580%
218CLUProgramming SkillsLegacy1 1480.014% 50.004% -0.010%-73.373%
100CobolProgramming SkillsLegacy1 13,4441.266% 1,3821.026% -0.240%-18.978%
85ColdFusionProgramming SkillsCurrent2 8,4160.792% 5030.373% -0.419%-52.893%
219Combined programming language (CPL)Programming SkillsLegacy1 3080.029% 70.005% -0.024%-82.087%
195Component object model (COM)Programming SkillsCurrent1 870.008% 30.002% -0.006%-72.822%
125Database programmingProgramming SkillsCurrent3 21,4312.018% 2,2181.646% -0.372%-18.428%
196Distributed component object model (DCOM)Programming SkillsCurrent1 1,6080.151% 490.036% -0.115%-75.982%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 3,2590.307% 3660.272% -0.035%-11.485%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 1,6790.158% 2430.180% 0.022%14.072%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 9,4220.887% 7060.524% -0.363%-40.941%
109ForthProgramming SkillsLegacy1 4,9330.464% 1,0220.758% 0.294%63.291%
102FortranProgramming SkillsLegacy1 1,4430.136% 750.056% -0.080%-59.035%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 166,89615.713% 17,84013.238% -2.475%-15.750%
222JProgramming SkillsLegacy1 4,0070.377% 5500.408% 0.031%8.185%
87Java/J2EE/J2PProgramming SkillsCurrent4 178,47616.803% 24,47818.164% 1.361%8.098%
97JavaScriptProgramming SkillsCurrent3 97,5769.187% 19,08614.163% 4.976%54.168%
89JavaServer FacesProgramming SkillsCurrent3 8,5470.805% 8590.637% -0.167%-20.786%
88JavaServer PagesProgramming SkillsCurrent3 31,4272.959% 2,9182.165% -0.793%-26.818%
223Job control language (JCL)Programming SkillsLegacy2 7,3360.691% 8360.620% -0.070%-10.181%
126LAMPProgramming SkillsCurrent1 4,2600.401% 1,1160.828% 0.427%106.479%
104LispProgramming SkillsLegacy1 1460.014% 210.016% 0.002%13.367%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 3770.035% 410.030% -0.005%-14.283%
201Microsoft ActiveXProgramming SkillsCurrent1 1,3740.129% 340.025% -0.104%-80.496%
107PascalProgramming SkillsLegacy1 6840.064% 470.035% -0.030%-45.842%
90PerlProgramming SkillsCurrent1 50,0564.713% 6,2184.614% -0.099%-2.092%
91PHPProgramming SkillsCurrent1 23,9612.256% 4,6253.432% 1.176%52.135%
103PL/1Programming SkillsLegacy3 2320.022% 440.033% 0.011%49.481%
105PrologProgramming SkillsLegacy1 1770.017% 30.002% -0.014%-86.641%
95PythonProgramming SkillsCurrent1 24,4902.306% 7,7665.763% 3.457%149.937%
228Register transfer language (RTL)Programming SkillsLegacy1 14,6201.376% 2,8752.133% 0.757%54.993%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 2470.023% 350.026% 0.003%11.685%
206Scripting languagesProgramming SkillsCurrent1 14,2091.338% 2,8232.095% 0.757%56.592%
101SmalltalkProgramming SkillsLegacy1 2740.026% 160.012% -0.014%-53.975%
92SQLProgramming SkillsCurrent3 337,44431.770% 49,39636.655% 4.885%15.375%
110TCLProgramming SkillsLegacy1 2,2540.212% 2030.151% -0.062%-29.015%
98Unified Modeling LanguageProgramming SkillsCurrent2 27,9062.627% 2,6151.940% -0.687%-26.142%
93Visual BasicProgramming SkillsCurrent6 87,6728.254% 8,5626.353% -1.901%-23.027%
207Web service definition language (WSDL)Programming SkillsCurrent2 7,4170.698% 9920.736% 0.038%5.416%
94XMLProgramming SkillsCurrent2 111,78110.524% 13,0719.699% -0.825%-7.836%
1342Computer ScienceMajorsComputer Science2 749,44570.559% 106,95779.368% 8.809%12.484%
1344Information TechnologyMajorsInformation Technology3 425,42640.053% 53,02039.344% -0.710%-1.771%
1343Management Information SystemsMajorsManagement Information Systems9 1,062,151100.000% 134,761100.000% 0.000%0.000%

cs Degrees

Computer Science

2017-02-27Jobs 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% 1,6740.361% 0.071%24.575%
2Attention to DetailsSoft SkillsProblem-solving skills1 11,1160.385% 1,8730.404% 0.020%5.165%
8Conflict ResolutionSoft SkillsInterpersonal skills1 14,5220.502% 2,3540.508% 0.006%1.173%
231CooperationSoft SkillsInterpersonal skills1 20,4410.707% 2,6150.565% -0.143%-20.154%
3CreativitySoft SkillsProblem-solving skills3 90,5963.134% 16,0803.472% 0.338%10.780%
4Critical thinkingSoft SkillsProblem-solving skills3 35,6051.232% 8,6161.860% 0.629%51.035%
1300FlexibilitySoft SkillsWork ethic1 88,1733.050% 15,7483.400% 0.350%11.474%
232IndependenceSoft SkillsInterpersonal skills1 13,2000.457% 1,8200.393% -0.064%-13.944%
13Initiative/Motivation to workSoft SkillsWork ethic5 346,32111.981% 52,70811.381% -0.600%-5.009%
256InnovationSoft SkillsProblem-solving skills1 197,7186.840% 36,3477.848% 1.008%14.737%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 232,0848.029% 34,5087.451% -0.578%-7.198%
1422InternshipSoft SkillsWork ethic3 35,6581.234% 3,1030.670% -0.564%-45.687%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 1,3880.048% 1730.037% -0.011%-22.207%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 180,4906.244% 30,1616.512% 0.268%4.298%
10LeadershipSoft SkillsInterpersonal skills1 559,80219.366% 96,57420.852% 1.486%7.673%
258LearningSoft SkillsProblem-solving skills1 192,9896.676% 44,0349.508% 2.831%42.409%
1Learning AbilitySoft SkillsProblem-solving skills3 53,4351.849% 9,5982.072% 0.224%12.108%
236ListeningSoft SkillsLanguage skills1 41,5101.436% 8,1211.753% 0.317%22.107%
260MathematicsSoft SkillsProblem-solving skills3 188,3386.516% 30,4816.582% 0.066%1.012%
261MemorizationSoft SkillsProblem-solving skills1 730.003% 30.001% -0.002%-74.350%
18Negotiation SkillsSoft SkillsLanguage skills1 21,7960.754% 2,7670.597% -0.157%-20.765%
262OptimizationSoft SkillsProblem-solving skills1 155,8945.393% 29,2626.318% 0.925%17.154%
19Oral CommunicationsSoft SkillsLanguage skills3 42,5621.472% 5,6931.229% -0.243%-16.516%
273PersistenceSoft SkillsWork ethic1 12,6470.438% 2,4450.528% 0.090%20.663%
239PersuasionSoft SkillsLanguage skills1 3,7410.129% 5110.110% -0.019%-14.746%
1301Physical SkillSoft SkillsWork ethic2 2,4950.086% 5160.111% 0.025%29.081%
240PresentationsSoft SkillsLanguage skills1 120,8754.182% 15,8333.419% -0.763%-18.246%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 562,88019.473% 93,61120.213% 0.740%3.799%
20Questioning skillsSoft SkillsLanguage skills1 8780.030% 1750.038% 0.007%24.402%
241Reading ComprehensionSoft SkillsLanguage skills1 5400.019% 990.021% 0.003%14.426%
6Research skillsSoft SkillsProblem-solving skills1 4,5270.157% 7450.161% 0.004%2.714%
15ResponsibilitySoft SkillsWork ethic2 258,5758.945% 33,4427.221% -1.725%-19.279%
234Self ControlSoft SkillsInterpersonal skills1 3110.011% 760.016% 0.006%52.523%
11Self-esteemSoft SkillsInterpersonal skills1 2090.007% 680.015% 0.007%103.070%
16Self-managementSoft SkillsWork ethic1 3,3950.117% 6730.145% 0.028%23.725%
250Stress ToleranceSoft SkillsPhysical skills1 4130.014% 630.014% -0.001%-4.792%
12TeamworkSoft SkillsInterpersonal skills1 118,4384.097% 17,7323.829% -0.269%-6.556%
17Time ManagementSoft SkillsWork ethic2 97,5483.375% 15,5423.356% -0.019%-0.558%
268VisualizationSoft SkillsProblem-solving skills1 35,7571.237% 11,8702.563% 1.326%107.192%
7Working under pressureSoft SkillsProblem-solving skills1 1,5030.052% 3500.076% 0.024%45.342%
21Written CommunicationsSoft SkillsLanguage skills4 439,27415.197% 71,66515.474% 0.277%1.825%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 91,5043.166% 25,0515.409% 2.243%70.871%
172Account managementBusiness SkillsManagement skills1 24,0080.831% 2,9730.642% -0.189%-22.710%
22AccountingBusiness SkillsBusiness processes4 163,8015.667% 18,6844.034% -1.632%-28.807%
1263Accounting softwareBusiness SkillsBusiness processes7 17,4780.605% 2,3510.508% -0.097%-16.046%
174AdministrationBusiness SkillsManagement skills3 598,42720.703% 87,34218.859% -1.844%-8.905%
1313AnalystBusiness SkillsProject management1 428,12814.811% 60,42913.048% -1.763%-11.904%
175Application managementBusiness SkillsManagement skills5 215,5987.459% 37,0187.993% 0.534%7.164%
150Asset managementBusiness SkillsBusiness processes1 34,5161.194% 5,3331.152% -0.043%-3.565%
151AuditingBusiness SkillsBusiness processes5 117,6344.070% 19,2264.151% 0.082%2.009%
1264Auditing softwareBusiness SkillsBusiness processes1 930.003% 20.000% -0.003%-86.578%
152BillingBusiness SkillsBusiness processes1 43,0681.490% 4,9061.059% -0.431%-28.902%
1314Business AnalystBusiness SkillsProject management1 149,5515.174% 19,8664.289% -0.884%-17.091%
35Business IntelligenceBusiness SkillsStrategy skills1 127,4044.408% 20,6574.460% 0.053%1.197%
155Business performance management (BPM)Business SkillsBusiness processes2 18,1990.630% 3,1990.691% 0.061%9.711%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 31,1221.077% 1,5030.325% -0.752%-69.858%
36Business StrategyBusiness SkillsStrategy skills3 473,41016.378% 74,11716.003% -0.374%-2.285%
182Calendar and schedulingBusiness SkillsProject management3 106,3183.678% 12,5432.708% -0.970%-26.366%
156Capacity planningBusiness SkillsBusiness processes1 66,1722.289% 9,6662.087% -0.202%-8.829%
28Change ManagementBusiness SkillsManagement skills1 107,7283.727% 18,2153.933% 0.206%5.532%
183Content workflowBusiness SkillsProject management1 1140.004% 150.003% -0.001%-17.876%
24Contracting and legalBusiness SkillsBusiness processes2 104,9463.631% 17,2083.716% 0.085%2.340%
176CoordinationBusiness SkillsManagement skills1 118,5464.101% 16,5523.574% -0.527%-12.854%
157Cost accountingBusiness SkillsBusiness processes1 1,8100.063% 1840.040% -0.023%-36.551%
158Cost estimationBusiness SkillsBusiness processes1 2,2510.078% 3020.065% -0.013%-16.264%
1312Customer SupportBusiness SkillsBusiness processes6 535,45518.524% 73,62115.896% -2.628%-14.185%
1339EducationBusiness SkillsIndustry Segment1 21,3020.737% 2,7600.596% -0.141%-19.133%
1333EnergyBusiness SkillsIndustry Segment1 133,3384.613% 18,4783.990% -0.623%-13.506%
1340EntertainmentBusiness SkillsIndustry Segment1 59,0312.042% 8,4971.835% -0.207%-10.160%
1319EnvironmentalBusiness SkillsEnvironmental15 51,4991.782% 8,2631.784% 0.003%0.143%
1320Environmental StrategyBusiness SkillsEnvironmental7 21,0290.727% 8,9851.940% 1.213%166.675%
161FinancialBusiness SkillsBusiness processes2 522,03118.060% 78,54116.959% -1.101%-6.096%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 1,8360.064% 960.021% -0.043%-67.365%
1332Health CareBusiness SkillsIndustry Segment2 305,12210.556% 45,4169.806% -0.749%-7.100%
177Human resourcesBusiness SkillsManagement skills2 88,1683.050% 7,4071.599% -1.451%-47.566%
1336InsuranceBusiness SkillsIndustry Segment1 16,4050.568% 2,6760.578% 0.010%1.810%
1316Managing/SupervisionBusiness SkillsManagement skills5 994,22334.395% 128,76927.804% -6.591%-19.163%
1334ManufacturingBusiness SkillsIndustry Segment2 157,4005.445% 19,2194.150% -1.295%-23.791%
26MarketingBusiness SkillsBusiness processes1 228,7897.915% 27,8466.013% -1.902%-24.036%
185MonitoringBusiness SkillsProject management1 331,55711.470% 60,14912.987% 1.517%13.228%
179NegotiationBusiness SkillsManagement skills1 82,0712.839% 11,4862.480% -0.359%-12.650%
163Operation and ControlBusiness SkillsBusiness processes2 1,3590.047% 1840.040% -0.007%-15.495%
29Outsourcing ManagementBusiness SkillsManagement skills3 67,1642.324% 6,2691.354% -0.970%-41.744%
167ProcurementBusiness SkillsBusiness processes1 41,1701.424% 5,1621.115% -0.310%-21.744%
1290Project Management softwareBusiness SkillsProject management2 69,5032.404% 8,3691.807% -0.597%-24.846%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 472,10716.333% 62,58513.513% -2.819%-17.261%
168QualityBusiness SkillsBusiness processes1 825,68028.564% 139,29130.076% 1.512%5.292%
1337Real EstateBusiness SkillsIndustry Segment2 16,9690.587% 3,5120.758% 0.171%29.176%
1335RetailBusiness SkillsIndustry Segment2 403,91513.973% 45,9769.927% -4.046%-28.957%
34Risk ManagementBusiness SkillsProject management1 71,0292.457% 11,9782.586% 0.129%5.252%
169Service OrientationBusiness SkillsBusiness processes1 19,1240.662% 2,8360.612% -0.049%-7.443%
27Supply Chain ManagementBusiness SkillsBusiness processes3 73,8332.554% 10,1012.181% -0.373%-14.612%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 5,1650.179% 4490.097% -0.082%-45.743%
178TeachingBusiness SkillsManagement skills7 65,1382.253% 8,8761.917% -0.337%-14.952%
190TimekeepingBusiness SkillsProject management3 30,6661.061% 3,6750.794% -0.267%-25.203%
1296Timekeeping softwareBusiness SkillsProject management1 2,9330.101% 3820.082% -0.019%-18.711%
171Total quality management (TQM)Business SkillsBusiness processes2 3,2510.112% 1980.043% -0.070%-61.987%
180TroubleshootingBusiness SkillsManagement skills1 402,26013.916% 69,58115.024% 1.108%7.961%
181VerificationBusiness SkillsManagement skills1 222,9667.714% 130,40328.157% 20.443%265.032%
1338Waste ManagementBusiness SkillsIndustry Segment1 2,3220.080% 3850.083% 0.003%3.486%
191WorkflowBusiness SkillsProject management1 124,6054.311% 19,8514.286% -0.024%-0.567%
31Working GloballyBusiness SkillsManagement skills3 17,9970.623% 8490.183% -0.439%-70.556%
32Working with Virtual TeamsBusiness SkillsManagement skills2 5,2190.181% 8190.177% -0.004%-2.056%
514GLTechnical SkillsSoftware development3 4,7220.163% 3440.074% -0.089%-54.531%
987Access servers & softwareTechnical SkillsNetwork10 92,2833.193% 16,2343.505% 0.313%9.796%
38Agile Development MethodsTechnical SkillsSoftware development13 208,7547.222% 64,54213.936% 6.714%92.970%
304Algorithmic softwareTechnical SkillsBusiness applications1 1070.004% 40.001% -0.003%-76.668%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 3,6080.125% 3120.067% -0.057%-46.028%
1352AndroidTechnical SkillsMobile Platforms3 63,4852.196% 21,8854.725% 2.529%115.158%
1351Apple iOSTechnical SkillsMobile Platforms6 47,2011.633% 11,9232.574% 0.942%57.658%
120Apple operating systemsTechnical SkillsBusiness applications6 85,7782.967% 19,5414.219% 1.252%42.185%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 5,4560.189% 3230.070% -0.119%-63.050%
1423Artificial IntelligenceTechnical SkillsInformation mgmt5 52,2731.808% 17,7483.832% 2.024%111.911%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 1460.005% 310.007% 0.002%32.523%
1265Backup & RecoveryTechnical SkillsTechnical applications16 231,0107.992% 31,9636.902% -1.090%-13.643%
1386BiometricTechnical SkillsInformation mgmt2 7,2200.250% 1,4780.319% 0.069%27.767%
1353BlackberryTechnical SkillsMobile Platforms2 24,3300.842% 1,6730.361% -0.480%-57.082%
336Borland DelphiTechnical SkillsBusiness applications1 5,1840.179% 6340.137% -0.042%-23.668%
337Borland JBuilderTechnical SkillsBusiness applications1 3,7860.131% 730.016% -0.115%-87.966%
338Borland ParadoxTechnical SkillsBusiness applications1 2480.009% 170.004% -0.005%-57.216%
72Business Continuity PlanningTechnical SkillsHardware2 32,3991.121% 4,9621.071% -0.049%-4.411%
352Cadence OpusTechnical SkillsBusiness applications1 1,2990.045% 1100.024% -0.021%-47.147%
868CalculatorsTechnical SkillsHardware1 1,8980.066% 3380.073% 0.007%11.148%
39CASE ToolsTechnical SkillsSoftware development1 115,3663.991% 15,9573.445% -0.546%-13.671%
367Categorization or classification softwareTechnical SkillsBusiness applications1 14,0760.487% 2,3220.501% 0.014%2.959%
112CertificationTechnical SkillsMisc3 469,84316.254% 73,31515.830% -0.424%-2.608%
78CiscoTechnical SkillsHardware1 142,3524.925% 24,6225.316% 0.392%7.955%
1009Cisco Systems IOSTechnical SkillsNetwork1 64,0022.214% 23,1635.001% 2.787%125.883%
40Client-ServerTechnical SkillsSoftware development1 62,4612.161% 6,2641.353% -0.808%-37.407%
1011Cluster server softwareTechnical SkillsNetwork8 52,5241.817% 9,2291.993% 0.176%9.668%
1147CMAKETechnical SkillsSoftware development1 6420.022% 4560.098% 0.076%343.315%
1151Compatibility testingTechnical SkillsSoftware development1 1,7150.059% 6600.143% 0.083%140.194%
1152CompilersTechnical SkillsSoftware development5 30,0241.039% 3,5860.774% -0.264%-25.454%
1255Compliance softwareTechnical SkillsTechnical applications3 12,6690.438% 2,4630.532% 0.094%21.340%
385Computer aided design (CAD)Technical SkillsBusiness applications12 23,4250.810% 2,9860.645% -0.166%-20.440%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 4,2210.146% 6800.147% 0.001%0.549%
875Computer diagnosticsTechnical SkillsHardware5 126,9284.391% 19,8754.291% -0.100%-2.269%
1107Computer forensicsTechnical SkillsSecurity1 6,8420.237% 5970.129% -0.108%-45.540%
1266Computer HardwareTechnical SkillsHardware15 62,3452.157% 8,4371.822% -0.335%-15.537%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 2,2220.077% 2670.058% -0.019%-25.002%
1015Computer serversTechnical SkillsNetwork6 296,24510.249% 40,9428.840% -1.408%-13.742%
1267Computer UtilitiesTechnical SkillsMisc1 2,1660.075% 4340.094% 0.019%25.059%
59Content ManagerTechnical SkillsBusiness applications1 2,3790.082% 2870.062% -0.020%-24.704%
1396Continuous ImprovementTechnical SkillsSoftware development1 46,8221.620% 10,8552.344% 0.724%44.698%
878ControllersTechnical SkillsHardware3 18,8820.653% 3,8410.829% 0.176%26.963%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 2,6990.093% 5130.111% 0.017%18.631%
407Customer information control system (CICS)Technical SkillsBusiness applications2 11,9490.413% 1,3880.300% -0.114%-27.500%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 141,4534.894% 20,5184.430% -0.463%-9.467%
1368Cyber SecurityTechnical SkillsInformation mgmt3 46,8931.622% 11,8632.561% 0.939%57.895%
953Data acquisition systemsTechnical SkillsInformation mgmt1 15,2410.527% 2,2780.492% -0.035%-6.713%
955Data compression softwareTechnical SkillsInformation mgmt1 11,3240.392% 1,4270.308% -0.084%-21.349%
956Data conversion softwareTechnical SkillsInformation mgmt1 12,7160.440% 1,8280.395% -0.045%-10.276%
958Data dictionaryTechnical SkillsInformation mgmt1 8,5280.295% 1,0030.217% -0.078%-26.593%
959Data entryTechnical SkillsInformation mgmt1 11,2600.390% 1,1650.252% -0.138%-35.424%
962Data mappingTechnical SkillsInformation mgmt1 15,1750.525% 2,6750.578% 0.053%10.022%
67Data MiningTechnical SkillsInformation mgmt5 55,3951.916% 11,8622.561% 0.645%33.650%
963Data modelingTechnical SkillsInformation mgmt1 104,9093.629% 17,0043.672% 0.042%1.163%
68Data WarehousingTechnical SkillsInformation mgmt2 153,5375.312% 23,7345.125% -0.187%-3.519%
69Database AdministrationTechnical SkillsInformation mgmt12 198,3706.863% 30,7176.632% -0.230%-3.354%
969Database design softwareTechnical SkillsInformation mgmt15 170,1905.888% 23,5295.080% -0.807%-13.712%
1268Database ReportingTechnical SkillsInformation mgmt3 46,7191.616% 3,8860.839% -0.777%-48.085%
1269Database SecurityTechnical SkillsInformation mgmt2 5340.018% 1450.031% 0.013%69.476%
1373Database SecurityTechnical SkillsInformation mgmt1 5840.020% 1110.024% 0.004%18.629%
1270Database ServersTechnical SkillsInformation mgmt3 40,6381.406% 3,5720.771% -0.635%-45.139%
1271Database TestingTechnical SkillsInformation mgmt1 2,8650.099% 5640.122% 0.023%22.867%
1160DebuggingTechnical SkillsSoftware development7 230,0537.959% 39,5388.537% 0.578%7.268%
1385DecryptionTechnical SkillsInformation mgmt1 8790.030% 1500.032% 0.002%6.509%
418Desktop publishing softwareTechnical SkillsBusiness applications13 36,0721.248% 3,9130.845% -0.403%-32.295%
1272Development EnvironmentTechnical SkillsSoftware development13 155,3385.374% 26,3385.687% 0.313%5.825%
1273Digital ImagingTechnical SkillsHardware1 8130.028% 240.005% -0.023%-81.575%
883Digital Signal Processor (DSP)Technical SkillsHardware2 9,8210.340% 1,2750.275% -0.064%-18.972%
423Disk operating system (DOS)Technical SkillsBusiness applications1 8,4560.293% 7110.154% -0.139%-47.521%
1307Doctor of PhilosophyTechnical SkillsMisc3 118,4584.098% 15,5803.364% -0.734%-17.911%
973Document management softwareTechnical SkillsInformation mgmt4 23,1050.799% 2,7690.598% -0.201%-25.200%
1020Domain name system (DNS)Technical SkillsNetwork3 100,6823.483% 16,9943.669% 0.186%5.348%
61DreamweaverTechnical SkillsSoftware development1 14,3490.496% 8340.180% -0.316%-63.723%
54DSS/GDSSTechnical SkillsBusiness applications5 33,1651.147% 3,9130.845% -0.302%-26.360%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 970.003% 50.001% -0.002%-67.828%
62EclipseTechnical SkillsSoftware development1 68,7332.378% 10,6152.292% -0.086%-3.609%
1308Electronic CommerceTechnical SkillsBusiness applications2 141,2034.885% 20,9414.522% -0.363%-7.437%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 25,6010.886% 3,7990.820% -0.065%-7.382%
1023Electronic mail softwareTechnical SkillsNetwork8 43,8081.516% 5,2671.137% -0.378%-24.960%
1384EncryptionTechnical SkillsInformation mgmt1 1720.006% 550.012% 0.006%99.580%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 132,4624.583% 16,8183.631% -0.951%-20.756%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications15 132,1204.571% 16,4293.547% -1.023%-22.389%
1321Environmental CertificationTechnical SkillsEnvironmental1 1550.005% 200.004% -0.001%-19.466%
1328Environmental CleanupTechnical SkillsEnvironmental1 4390.015% 2220.048% 0.033%215.625%
1329Environmental EnergyTechnical SkillsEnvironmental21 7,9140.274% 1,7110.369% 0.096%34.939%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 8,4960.294% 1,3160.284% -0.010%-3.323%
1327Environmental PollutionTechnical SkillsEnvironmental16 5,8060.201% 9010.195% -0.006%-3.143%
1324Environmental Pollution ControlTechnical SkillsEnvironmental7 3,6990.128% 6200.134% 0.006%4.614%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental7 1,4460.050% 1220.026% -0.024%-47.341%
1326Environmental Product StewardshipTechnical SkillsEnvironmental11 5,0360.174% 7150.154% -0.020%-11.386%
1331Environmental ScienceTechnical SkillsEnvironmental2 3640.013% 1230.027% 0.014%110.905%
1322Environmental TechnologyTechnical SkillsEnvironmental2 3790.013% 280.006% -0.007%-53.889%
461Expert system softwareTechnical SkillsBusiness applications1 1,0770.037% 1720.037% -0.000%-0.323%
1359FacebookTechnical SkillsSocial Networking1 430,79714.903% 131,54428.403% 13.500%90.582%
463Facilities management softwareTechnical SkillsBusiness applications4 4,8810.169% 4440.096% -0.073%-43.225%
468Flight control softwareTechnical SkillsBusiness applications1 9580.033% 850.018% -0.015%-44.622%
469Flowchart softwareTechnical SkillsBusiness applications5 8,8160.305% 1,5290.330% 0.025%8.248%
1367ForensicTechnical SkillsInformation mgmt2 22,3830.774% 4,4540.962% 0.187%24.198%
1112Fraud DetectionTechnical SkillsSecurity1 14,1800.491% 3,3180.716% 0.226%46.044%
63FrontPageTechnical SkillsSoftware development1 2,4460.085% 430.009% -0.075%-89.028%
475Fund accounting softwareTechnical SkillsBusiness applications1 6570.023% 1120.024% 0.001%6.398%
1260GamingTechnical SkillsMisc2 65,4422.264% 14,6313.159% 0.895%39.540%
113Generic databasesTechnical SkillsInformation mgmt2 480,51816.624% 81,76617.655% 1.032%6.205%
1365Google AppsTechnical SkillsBusiness applications4 11,3980.394% 1,7640.381% -0.013%-3.405%
1364Google PlusTechnical SkillsSocial Networking1 1,3070.045% 40.001% -0.044%-98.090%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications31 142,0024.913% 20,1134.343% -0.570%-11.597%
484Graphic softwareTechnical SkillsBusiness applications16 214,8647.433% 31,7886.864% -0.570%-7.662%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 62,8462.174% 5,9931.294% -0.880%-40.482%
1323Green ITTechnical SkillsEnvironmental9 6,8060.235% 1,0980.237% 0.002%0.692%
893Guidance systemsTechnical SkillsHardware1 1390.005% 60.001% -0.004%-73.059%
1371HackingTechnical SkillsInformation mgmt5 13,9880.484% 3,5570.768% 0.284%58.712%
895Hardware description language (HDL)Technical SkillsHardware2 8830.031% 750.016% -0.014%-46.987%
1277Hardware DesignTechnical SkillsHardware19 23,3590.808% 3,3630.726% -0.082%-10.142%
1278Hardware TestingTechnical SkillsHardware4 8,1580.282% 8230.178% -0.105%-37.035%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 8090.028% 370.008% -0.020%-71.455%
492Helpdesk or call centerTechnical SkillsBusiness applications2 100,1813.466% 12,3082.658% -0.808%-23.320%
1377Homeland SecurityTechnical SkillsInformation mgmt1 52,2501.808% 2,5550.552% -1.256%-69.480%
114IBM databasesTechnical SkillsInformation mgmt2 81,6542.825% 10,2662.217% -0.608%-21.530%
121IBM operating systemsTechnical SkillsBusiness applications4 58,6252.028% 5,0811.097% -0.931%-45.906%
898Image capture devicesTechnical SkillsHardware8 13,0770.452% 1,9450.420% -0.032%-7.169%
524Industrial control softwareTechnical SkillsBusiness applications3 11,1710.386% 1,5010.324% -0.062%-16.137%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 44,7851.549% 6,8341.476% -0.074%-4.759%
1375Information SecurityTechnical SkillsInformation mgmt3 108,8783.767% 21,8694.722% 0.955%25.364%
899InfraredTechnical SkillsHardware1 2,2340.077% 1970.043% -0.035%-44.962%
1180InstallationTechnical SkillsSoftware development1 245,1098.480% 31,1546.727% -1.753%-20.670%
901Interface definition language (IDL)Technical SkillsHardware1 1,1270.039% 920.020% -0.019%-49.050%
536Internet browser softwareTechnical SkillsBusiness applications4 16,9910.588% 1,5810.341% -0.246%-41.924%
1393Intrusion DetectionTechnical SkillsInformation mgmt1 32,1811.113% 5,2501.134% 0.020%1.822%
541Inventory management softwareTechnical SkillsBusiness applications3 12,7690.442% 1,7980.388% -0.054%-12.115%
1414ISO 9000Technical SkillsSoftware development1 4,7750.165% 2340.051% -0.115%-69.414%
73IT Architecture/StandardsTechnical SkillsHardware2 19,8620.687% 3,0440.657% -0.030%-4.346%
1357Java METechnical SkillsMobile Platforms2 1,1330.039% 1060.023% -0.016%-41.607%
1035KernelTechnical SkillsNetwork1 34,7551.202% 4,1250.891% -0.312%-25.922%
907LasersTechnical SkillsHardware1 7500.026% 880.019% -0.007%-26.767%
1038License management softwareTechnical SkillsNetwork1 1,8540.064% 2940.063% -0.001%-1.026%
1361LinkedInTechnical SkillsSocial Networking1 25,7320.890% 6,5181.407% 0.517%58.097%
908Mainframe computersTechnical SkillsHardware2 64,7252.239% 6,8971.489% -0.750%-33.492%
124Mainframe operating systemsTechnical SkillsBusiness applications8 37,9741.314% 3,7290.805% -0.509%-38.710%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 67,2002.325% 8,1201.753% -0.572%-24.583%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 11,9160.412% 1,3000.281% -0.132%-31.908%
1281Medical softwareTechnical SkillsBusiness applications9 16,2320.562% 3,2960.712% 0.150%26.735%
115Microsoft databasesTechnical SkillsInformation mgmt5 462,22215.991% 70,16215.149% -0.841%-5.260%
119Microsoft operating systemsTechnical SkillsBusiness applications4 632,20421.871% 79,40617.145% -4.726%-21.607%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 19,1350.662% 4,7581.027% 0.365%55.195%
625MultimediaTechnical SkillsBusiness applications1 26,6080.921% 2,1540.465% -0.455%-49.474%
1362MySpaceTechnical SkillsSocial Networking1 3,6880.128% 80.002% -0.126%-98.646%
74Network administrationTechnical SkillsHardware17 306,48210.603% 44,2689.558% -1.044%-9.850%
1282Network Administration softwareTechnical SkillsNetwork18 150,6765.213% 25,1295.426% 0.213%4.091%
1283Network HardwareTechnical SkillsNetwork11 115,0553.980% 15,9533.445% -0.536%-13.460%
1284Network Monitoring softwareTechnical SkillsNetwork15 81,5622.822% 15,0473.249% 0.427%15.145%
1059Network operation system software (NOS)Technical SkillsNetwork2 2,8150.097% 4880.105% 0.008%8.199%
1369Network SecurityTechnical SkillsInformation mgmt1 19,8630.687% 3,5330.763% 0.076%11.015%
1122Network securityTechnical SkillsSecurity1 95,7933.314% 15,9033.434% 0.120%3.616%
1285Network Security softwareTechnical SkillsSecurity35 209,0007.230% 39,9558.627% 1.397%19.318%
1286Network softwareTechnical SkillsNetwork6 53,2931.844% 7,3751.592% -0.251%-13.628%
1287Network TestingTechnical SkillsNetwork11 47,8221.654% 7,4701.613% -0.041%-2.507%
1065Novell network softwareTechnical SkillsNetwork2 4,1850.145% 740.016% -0.129%-88.964%
643OberonTechnical SkillsBusiness applications1 4130.014% 1190.026% 0.011%79.837%
1413Object Oriented DesignTechnical SkillsSoftware development2 94,6923.276% 14,2853.084% -0.191%-5.844%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 429,85614.871% 72,34015.620% 0.749%5.036%
1288Office ApplicationsTechnical SkillsBusiness applications13 359,58412.440% 47,84310.330% -2.109%-16.957%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 36,7041.270% 3,6950.798% -0.472%-37.168%
116Open-source databasesTechnical SkillsInformation mgmt4 193,5436.696% 44,6329.637% 2.941%43.930%
118Open-source operating systemsTechnical SkillsBusiness applications8 538,95518.645% 97,24920.998% 2.353%12.620%
56Operating SystemsTechnical SkillsBusiness applications3 284,2839.835% 38,8988.399% -1.436%-14.600%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 1,7210.060% 3800.082% 0.023%37.811%
117Oracle databasesTechnical SkillsInformation mgmt1 527,75918.258% 65,75714.198% -4.059%-22.234%
1354Palm OSTechnical SkillsMobile Platforms3 3,1710.110% 810.017% -0.092%-84.057%
1376Penetration TestingTechnical SkillsInformation mgmt5 71,5962.477% 16,4003.541% 1.064%42.968%
1289Physical ToolsTechnical SkillsHardware1 1570.005% 150.003% -0.002%-40.369%
683Point of sale (POS)Technical SkillsBusiness applications3 16,9150.585% 2,8700.620% 0.035%5.899%
931PrintersTechnical SkillsHardware3 24,1980.837% 3,5250.761% -0.076%-9.079%
43ProgrammingTechnical SkillsSoftware development1 860,01029.752% 132,96928.711% -1.041%-3.500%
700ProvisioningTechnical SkillsBusiness applications1 42,6701.476% 9,5602.064% 0.588%39.836%
1405Rapid Application DevelopmentTechnical SkillsSoftware development2 17,6520.611% 1,9640.424% -0.187%-30.557%
1258Rate ControlTechnical SkillsTechnical applications1 1840.006% 130.003% -0.004%-55.903%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 39,1551.355% 2,2720.491% -0.864%-63.784%
1077Remote control softwareTechnical SkillsNetwork2 2,7370.095% 3550.077% -0.018%-19.046%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 1,9510.067% 2840.061% -0.006%-9.146%
1379Risk AnalysisTechnical SkillsInformation mgmt1 17,5250.606% 2,8720.620% 0.014%2.284%
1262RoboticsTechnical SkillsHardware3 12,4830.432% 2,8340.612% 0.180%41.698%
1318RSATechnical SkillsSecurity1 13,9330.482% 1,9260.416% -0.066%-13.723%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 94,2213.260% 28,8606.231% 2.972%91.175%
44SDLCTechnical SkillsSoftware development7 399,63113.825% 70,04015.123% 1.298%9.388%
1132Secure shell (SSH)Technical SkillsSecurity1 3130.011% 410.009% -0.002%-18.244%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 41,7781.445% 7,9701.721% 0.276%19.067%
76SecurityTechnical SkillsHardware4 2,060,89571.297% 461,19099.581% 28.284%39.671%
1382Security AuditTechnical SkillsInformation mgmt1 2,9780.103% 4940.107% 0.004%3.534%
1315Security ClearanceTechnical SkillsMisc2 212,3047.345% 19,7114.256% -3.089%-42.053%
1381Security PlanTechnical SkillsInformation mgmt1 2,0070.069% 4190.090% 0.021%30.301%
1380Security PolicyTechnical SkillsInformation mgmt2 43,3551.500% 8,7761.895% 0.395%26.340%
1135Security testing softwareTechnical SkillsSecurity1 8,2440.285% 1,9370.418% 0.133%46.647%
60Sharepoint ServerTechnical SkillsBusiness applications1 11,3600.393% 9230.199% -0.194%-49.289%
1084Signal generatorsTechnical SkillsNetwork1 5810.020% 970.021% 0.001%4.202%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 29,5601.023% 3,6920.797% -0.225%-22.046%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 130,3744.510% 27,5665.952% 1.442%31.967%
1220Simulation softwareTechnical SkillsSoftware development5 47,6571.649% 5,2811.140% -0.508%-30.837%
1366Social NetworkTechnical SkillsSocial Networking1 11,1000.384% 3,9320.849% 0.465%121.092%
1358Social NetworkingTechnical SkillsSocial Networking1 18,0070.623% 9330.201% -0.421%-67.661%
42Software DevelopmentTechnical SkillsSoftware development2 796,32627.549% 121,74326.287% -1.262%-4.581%
1291Software Development softwareTechnical SkillsSoftware development3 5,8840.204% 5520.119% -0.084%-41.447%
1309Software EngineeringTechnical SkillsSoftware development1 470,38216.273% 79,22717.107% 0.834%5.125%
1292Software InstallationTechnical SkillsSoftware development4 352,31812.188% 66,48514.356% 2.167%17.780%
1223Software librariesTechnical SkillsSoftware development1 1,0770.037% 1840.040% 0.002%6.631%
1293Software MaintenanceTechnical SkillsSoftware development1 25,3880.878% 4,2170.911% 0.032%3.671%
1294Software TestingTechnical SkillsSoftware development14 355,40612.295% 60,27713.015% 0.720%5.855%
1225Source code management (SCM)Technical SkillsSoftware development5 126,3054.370% 24,1415.213% 0.843%19.294%
1229Static analysis softwareTechnical SkillsSoftware development1 2,9560.102% 8040.174% 0.071%69.760%
772Statistical analysis softwareTechnical SkillsBusiness applications26 213,6947.393% 38,3848.288% 0.895%12.109%
774Statistical softwareTechnical SkillsBusiness applications1 99,7113.450% 17,2433.723% 0.274%7.933%
1230Stress testing softwareTechnical SkillsSoftware development1 8,4500.292% 1,2320.266% -0.026%-9.001%
122Sun operating systemsTechnical SkillsBusiness applications3 132,8154.595% 8,5591.848% -2.747%-59.778%
939Surveillance systemsTechnical SkillsHardware5 24,5660.850% 3,2000.691% -0.159%-18.699%
791Symantec softwareTechnical SkillsBusiness applications1 22,8460.790% 3,0110.650% -0.140%-17.741%
1355SymbianTechnical SkillsMobile Platforms1 1080.004% 00.000% -0.004%-100.000%
1310System AdministrationTechnical SkillsNetwork4 200,3656.932% 27,4125.919% -1.013%-14.611%
45System TestingTechnical SkillsSoftware development5 68,0582.354% 10,1302.187% -0.167%-7.101%
46Systems AnalysisTechnical SkillsSoftware development8 253,3618.765% 32,5547.029% -1.736%-19.805%
47Systems DesignTechnical SkillsSoftware development1 44,0041.522% 5,2131.126% -0.397%-26.060%
1233Systems EvaluationTechnical SkillsSoftware development1 2570.009% 600.013% 0.004%45.714%
1234Systems integrationTechnical SkillsSoftware development8 149,0465.156% 13,6292.943% -2.213%-42.928%
75TCP/IPTechnical SkillsHardware3 182,8916.327% 23,8595.152% -1.175%-18.578%
1235Technology DesignTechnical SkillsSoftware development1 2,5960.090% 2700.058% -0.032%-35.086%
1236TemplatesTechnical SkillsSoftware development1 45,8821.587% 7,7361.670% 0.083%5.234%
1239Test implementationTechnical SkillsSoftware development1 1,1750.041% 2210.048% 0.007%17.392%
1302TestingTechnical SkillsSoftware development1 963,73133.340% 161,93734.966% 1.625%4.875%
1297Training softwareTechnical SkillsBusiness applications3 2,3830.082% 1000.022% -0.061%-73.809%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 4,1750.144% 4990.108% -0.037%-25.402%
1360TwitterTechnical SkillsSocial Networking1 36,3631.258% 5,5891.207% -0.051%-4.069%
1411Unified ProcessTechnical SkillsSoftware development1 8,7240.302% 4100.089% -0.213%-70.667%
123UNIX operating systemsTechnical SkillsBusiness applications5 499,70017.287% 54,62711.795% -5.492%-31.769%
1298UNIX ShellsTechnical SkillsBusiness applications4 115,3423.990% 17,8583.856% -0.134%-3.366%
1410Use CaseTechnical SkillsSoftware development1 22,3490.773% 3,0480.658% -0.115%-14.878%
48User-Interface DesignTechnical SkillsSoftware development2 206,9817.161% 43,0689.299% 2.139%29.869%
836Video creation and editing softwareTechnical SkillsBusiness applications3 13,0730.452% 1,8810.406% -0.046%-10.196%
64Visual StudioTechnical SkillsSoftware development1 117,2204.055% 19,4134.192% 0.136%3.365%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 3,7490.130% 7800.168% 0.039%29.856%
77Voice/Data TelecomTechnical SkillsHardware10 216,5467.491% 24,5565.302% -2.189%-29.223%
1299Web Application ServerTechnical SkillsBusiness applications8 150,8105.217% 16,1273.482% -1.735%-33.257%
1248Web platform development softwareTechnical SkillsSoftware development5 9,6680.334% 4090.088% -0.246%-73.596%
65web programmerTechnical SkillsSoftware development4 36,6731.269% 3,3580.725% -0.544%-42.850%
58Web serversTechnical SkillsBusiness applications6 240,7728.330% 34,2427.394% -0.936%-11.236%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 174,5696.039% 27,7195.985% -0.054%-0.896%
1356Windows CETechnical SkillsMobile Platforms4 20,8020.720% 1,6500.356% -0.363%-50.494%
1102WirelessTechnical SkillsNetwork5 128,3144.439% 17,1963.713% -0.726%-16.356%
1363YouTubeTechnical SkillsSocial Networking2 6,1900.214% 1,0880.235% 0.021%9.704%
79.NETProgramming SkillsCurrent1 372,22712.877% 58,63812.661% -0.216%-1.677%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 950.003% 70.002% -0.002%-54.011%
209A programming language (APL)Programming SkillsLegacy2 4,5000.156% 4470.097% -0.059%-38.002%
99AdaProgramming SkillsLegacy1 9,8840.342% 8820.190% -0.151%-44.305%
80AJAXProgramming SkillsCurrent1 205,9047.123% 25,6925.547% -1.576%-22.122%
210Algorithmic language (ALGOL)Programming SkillsLegacy1 720.002% 210.005% 0.002%82.041%
192Apple AppleScriptProgramming SkillsCurrent1 5330.018% 1450.031% 0.013%69.794%
81ASPProgramming SkillsCurrent2 255,4458.837% 35,8527.741% -1.096%-12.401%
108AssemblyProgramming SkillsLegacy2 9,3370.323% 5160.111% -0.212%-65.507%
211AWKProgramming SkillsLegacy1 7,3540.254% 9540.206% -0.048%-19.033%
212BProgramming SkillsLegacy1 36,3201.256% 6,1781.334% 0.077%6.166%
83C#Programming SkillsCurrent2 370,24612.809% 69,35514.975% 2.167%16.915%
82C/C++Programming SkillsCurrent3 545,21618.862% 74,80116.151% -2.711%-14.371%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 284,6689.848% 72,11615.571% 5.723%58.116%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 8680.030% 1900.041% 0.011%36.621%
84CGIProgramming SkillsCurrent2 23,1230.800% 4,7071.016% 0.216%27.052%
217ClipperProgramming SkillsLegacy1 5530.019% 910.020% 0.001%2.707%
218CLUProgramming SkillsLegacy1 1820.006% 100.002% -0.004%-65.707%
100CobolProgramming SkillsLegacy1 24,3800.843% 2,7910.603% -0.241%-28.549%
85ColdFusionProgramming SkillsCurrent2 20,5090.710% 1,3660.295% -0.415%-58.429%
219Combined programming language (CPL)Programming SkillsLegacy1 3860.013% 190.004% -0.009%-69.278%
195Component object model (COM)Programming SkillsCurrent1 5280.018% 140.003% -0.015%-83.451%
125Database programmingProgramming SkillsCurrent3 84,1302.910% 9,1191.969% -0.941%-32.348%
196Distributed component object model (DCOM)Programming SkillsCurrent1 5,2730.182% 1730.037% -0.145%-79.523%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 20,9800.726% 2,6330.569% -0.157%-21.670%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 5,3290.184% 9530.206% 0.021%11.617%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 36,4611.261% 2,8200.609% -0.652%-51.727%
109ForthProgramming SkillsLegacy1 7,6840.266% 1,4950.323% 0.057%21.433%
102FortranProgramming SkillsLegacy1 5,3400.185% 5500.119% -0.066%-35.716%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 590,90920.443% 89,90619.413% -1.030%-5.038%
222JProgramming SkillsLegacy1 10,5250.364% 1,2380.267% -0.097%-26.586%
87Java/J2EE/J2PProgramming SkillsCurrent4 780,47927.001% 137,52129.694% 2.693%9.974%
97JavaScriptProgramming SkillsCurrent3 458,66815.868% 107,89823.298% 7.430%46.824%
89JavaServer FacesProgramming SkillsCurrent3 31,0051.073% 3,5460.766% -0.307%-28.618%
88JavaServer PagesProgramming SkillsCurrent3 131,0054.532% 12,1352.620% -1.912%-42.186%
223Job control language (JCL)Programming SkillsLegacy2 14,1180.488% 1,7800.384% -0.104%-21.308%
126LAMPProgramming SkillsCurrent1 37,0051.280% 6,2051.340% 0.060%4.656%
104LispProgramming SkillsLegacy1 2,2650.078% 2800.060% -0.018%-22.844%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 1,8990.066% 5140.111% 0.045%68.935%
201Microsoft ActiveXProgramming SkillsCurrent1 5,0410.174% 1570.034% -0.140%-80.561%
107PascalProgramming SkillsLegacy1 1,5630.054% 1030.022% -0.032%-58.870%
90PerlProgramming SkillsCurrent1 253,2558.761% 32,5327.024% -1.737%-19.826%
91PHPProgramming SkillsCurrent1 147,2995.096% 25,0095.400% 0.304%5.969%
103PL/1Programming SkillsLegacy3 5370.019% 450.010% -0.009%-47.698%
105PrologProgramming SkillsLegacy1 1,4940.052% 2470.053% 0.002%3.188%
95PythonProgramming SkillsCurrent1 208,4907.213% 69,67115.043% 7.831%108.569%
228Register transfer language (RTL)Programming SkillsLegacy1 44,1761.528% 7,6991.662% 0.134%8.775%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 1,6400.057% 3240.070% 0.013%23.306%
206Scripting languagesProgramming SkillsCurrent1 74,6892.584% 13,5582.927% 0.344%13.298%
101SmalltalkProgramming SkillsLegacy1 9730.034% 290.006% -0.027%-81.398%
92SQLProgramming SkillsCurrent3 1,010,71934.966% 167,48336.163% 1.197%3.424%
110TCLProgramming SkillsLegacy1 16,3140.564% 1,1310.244% -0.320%-56.730%
98Unified Modeling LanguageProgramming SkillsCurrent2 98,8953.421% 8,0311.734% -1.687%-49.315%
93Visual BasicProgramming SkillsCurrent6 217,3667.520% 21,5914.662% -2.858%-38.004%
207Web service definition language (WSDL)Programming SkillsCurrent2 26,7400.925% 3,4230.739% -0.186%-20.103%
94XMLProgramming SkillsCurrent2 423,37114.647% 49,69810.731% -3.916%-26.734%
1342Computer ScienceMajorsComputer Science2 2,890,589100.000% 463,131100.000% 0.000%0.000%
1344Information TechnologyMajorsInformation Technology3 773,01426.742% 97,44421.040% -5.702%-21.323%
1343Management Information SystemsMajorsManagement Information Systems9 749,55625.931% 106,95723.094% -2.837%-10.939%

IT Degrees

Information Technology

2017-02-27Jobs 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% 9290.558% 0.277%98.301%
2Attention to DetailsSoft SkillsProblem-solving skills1 3,7240.264% 6650.399% 0.136%51.478%
8Conflict ResolutionSoft SkillsInterpersonal skills1 9,5440.676% 2,0791.249% 0.573%84.782%
231CooperationSoft SkillsInterpersonal skills1 11,3610.804% 1,3210.793% -0.011%-1.367%
3CreativitySoft SkillsProblem-solving skills3 38,2972.712% 6,7124.031% 1.320%48.670%
4Critical thinkingSoft SkillsProblem-solving skills3 18,1251.283% 5,2333.143% 1.860%144.912%
1300FlexibilitySoft SkillsWork ethic1 96,0316.799% 6,9234.158% -2.641%-38.847%
232IndependenceSoft SkillsInterpersonal skills1 7,7880.551% 1,0780.647% 0.096%17.417%
13Initiative/Motivation to workSoft SkillsWork ethic5 176,26912.480% 28,15516.910% 4.430%35.493%
256InnovationSoft SkillsProblem-solving skills1 97,6306.912% 20,43612.274% 5.361%77.562%
14Integrity/Honesty/EthicsSoft SkillsWork ethic4 169,76812.020% 19,61111.778% -0.242%-2.010%
1422InternshipSoft SkillsWork ethic3 49,1073.477% 3,1221.875% -1.602%-46.071%
9Interpersonal RelationshipsSoft SkillsInterpersonal skills1 8430.060% 1150.069% 0.009%15.720%
257Judgment and Decision MakingSoft SkillsProblem-solving skills2 97,6586.914% 17,61710.581% 3.666%53.024%
10LeadershipSoft SkillsInterpersonal skills1 312,08622.096% 45,74427.474% 5.377%24.336%
258LearningSoft SkillsProblem-solving skills1 150,06110.625% 12,4237.461% -3.163%-29.774%
1Learning AbilitySoft SkillsProblem-solving skills3 20,4371.447% 3,6122.169% 0.722%49.923%
236ListeningSoft SkillsLanguage skills1 51,1613.622% 4,0162.412% -1.210%-33.413%
260MathematicsSoft SkillsProblem-solving skills3 41,5702.943% 7,5104.510% 1.567%53.249%
261MemorizationSoft SkillsProblem-solving skills1 770.005% 80.005% -0.001%-11.868%
18Negotiation SkillsSoft SkillsLanguage skills1 15,7601.116% 1,9021.142% 0.026%2.374%
262OptimizationSoft SkillsProblem-solving skills1 58,5974.149% 8,5865.157% 1.008%24.295%
19Oral CommunicationsSoft SkillsLanguage skills3 24,3741.726% 4,8952.940% 1.214%70.358%
273PersistenceSoft SkillsWork ethic1 3,3650.238% 5670.341% 0.102%42.934%
239PersuasionSoft SkillsLanguage skills1 2,3990.170% 4530.272% 0.102%60.179%
1301Physical SkillSoft SkillsWork ethic2 1,3550.096% 1950.117% 0.021%22.076%
240PresentationsSoft SkillsLanguage skills1 74,3685.265% 10,5176.316% 1.051%19.962%
265Problem Solving SkillsSoft SkillsProblem-solving skills2 202,98314.372% 34,33620.622% 6.250%43.492%
20Questioning skillsSoft SkillsLanguage skills1 3840.027% 790.047% 0.020%74.515%
241Reading ComprehensionSoft SkillsLanguage skills1 4800.034% 580.035% 0.001%2.500%
6Research skillsSoft SkillsProblem-solving skills1 2,6460.187% 2870.172% -0.015%-7.991%
15ResponsibilitySoft SkillsWork ethic2 138,4709.804% 16,93110.169% 0.365%3.720%
234Self ControlSoft SkillsInterpersonal skills1 1140.008% 190.011% 0.003%41.379%
11Self-esteemSoft SkillsInterpersonal skills1 430.003% 160.010% 0.007%215.637%
16Self-managementSoft SkillsWork ethic1 1,2550.089% 2590.156% 0.067%75.062%
250Stress ToleranceSoft SkillsPhysical skills1 2280.016% 760.046% 0.030%182.758%
12TeamworkSoft SkillsInterpersonal skills1 60,6174.292% 7,6244.579% 0.287%6.690%
17Time ManagementSoft SkillsWork ethic2 46,5923.299% 7,9534.777% 1.478%44.796%
268VisualizationSoft SkillsProblem-solving skills1 9,9890.707% 3,0711.844% 1.137%160.792%
7Working under pressureSoft SkillsProblem-solving skills1 8800.062% 2660.160% 0.097%156.410%
21Written CommunicationsSoft SkillsLanguage skills4 207,15314.667% 28,21316.945% 2.278%15.530%
1341Accommodation and Food ServiceBusiness SkillsIndustry Segment4 215,48215.257% 12,4287.464% -7.792%-51.075%
172Account managementBusiness SkillsManagement skills1 14,8991.055% 2,4401.465% 0.411%38.921%
22AccountingBusiness SkillsBusiness processes4 303,76321.507% 15,8359.510% -11.997%-55.780%
1263Accounting softwareBusiness SkillsBusiness processes7 41,2142.918% 1,3440.807% -2.111%-72.338%
174AdministrationBusiness SkillsManagement skills3 471,64733.394% 43,80026.306% -7.087%-21.224%
1313AnalystBusiness SkillsProject management1 289,33120.485% 41,63025.003% 4.518%22.053%
175Application managementBusiness SkillsManagement skills5 95,9996.797% 14,9959.006% 2.209%32.500%
150Asset managementBusiness SkillsBusiness processes1 21,8741.549% 2,8141.690% 0.141%9.127%
151AuditingBusiness SkillsBusiness processes5 122,5298.675% 12,9317.766% -0.909%-10.478%
1264Auditing softwareBusiness SkillsBusiness processes1 1350.010% 10.001% -0.009%-93.716%
152BillingBusiness SkillsBusiness processes1 61,1994.333% 2,8911.736% -2.597%-59.928%
1314Business AnalystBusiness SkillsProject management1 123,5908.750% 17,00910.216% 1.465%16.743%
35Business IntelligenceBusiness SkillsStrategy skills1 62,5854.431% 10,2226.139% 1.708%38.549%
155Business performance management (BPM)Business SkillsBusiness processes2 9,2750.657% 1,8521.112% 0.456%69.381%
23Business Process Design/Re-engineeringBusiness SkillsBusiness processes3 26,4771.875% 1,3680.822% -1.053%-56.172%
36Business StrategyBusiness SkillsStrategy skills3 308,19821.821% 40,74924.474% 2.653%12.156%
182Calendar and schedulingBusiness SkillsProject management3 60,4714.281% 7,4134.452% 0.171%3.988%
156Capacity planningBusiness SkillsBusiness processes1 25,8551.831% 3,9082.347% 0.517%28.217%
28Change ManagementBusiness SkillsManagement skills1 64,5914.573% 11,4986.906% 2.332%51.003%
183Content workflowBusiness SkillsProject management1 500.004% 20.001% -0.002%-66.069%
24Contracting and legalBusiness SkillsBusiness processes2 170,30812.058% 17,66910.612% -1.446%-11.994%
176CoordinationBusiness SkillsManagement skills1 77,4365.483% 11,3386.810% 1.327%24.202%
157Cost accountingBusiness SkillsBusiness processes1 2,9200.207% 1970.118% -0.088%-42.771%
158Cost estimationBusiness SkillsBusiness processes1 1,3030.092% 1820.109% 0.017%18.485%
1312Customer SupportBusiness SkillsBusiness processes6 310,61121.992% 37,74222.668% 0.676%3.073%
1339EducationBusiness SkillsIndustry Segment1 15,5231.099% 2,0791.249% 0.150%13.610%
1333EnergyBusiness SkillsIndustry Segment1 68,4514.846% 10,4436.272% 1.426%29.414%
1340EntertainmentBusiness SkillsIndustry Segment1 165,54511.721% 4,3192.594% -9.127%-77.869%
1319EnvironmentalBusiness SkillsEnvironmental15 115,4938.177% 6,3083.789% -4.389%-53.669%
1320Environmental StrategyBusiness SkillsEnvironmental7 4,7960.340% 1,6691.002% 0.663%195.198%
161FinancialBusiness SkillsBusiness processes2 490,92434.758% 46,48327.918% -6.841%-19.681%
1275Financial Analysis softwareBusiness SkillsBusiness processes6 2,3820.169% 600.036% -0.133%-78.633%
1332Health CareBusiness SkillsIndustry Segment2 384,14127.198% 32,37919.447% -7.751%-28.499%
177Human resourcesBusiness SkillsManagement skills2 234,16516.579% 7,6464.592% -11.987%-72.302%
1336InsuranceBusiness SkillsIndustry Segment1 8,6970.616% 1,5120.908% 0.292%47.475%
1316Managing/SupervisionBusiness SkillsManagement skills5 696,72949.330% 67,05840.275% -9.055%-18.356%
1334ManufacturingBusiness SkillsIndustry Segment2 197,69613.997% 9,2055.528% -8.469%-60.503%
26MarketingBusiness SkillsBusiness processes1 288,82120.449% 12,8357.709% -12.740%-62.303%
185MonitoringBusiness SkillsProject management1 154,33710.927% 27,66616.616% 5.689%52.059%
179NegotiationBusiness SkillsManagement skills1 60,0024.248% 7,8074.689% 0.441%10.371%
163Operation and ControlBusiness SkillsBusiness processes2 6590.047% 1010.061% 0.014%30.009%
29Outsourcing ManagementBusiness SkillsManagement skills3 96,3126.819% 6,9994.204% -2.616%-38.356%
167ProcurementBusiness SkillsBusiness processes1 73,2255.184% 3,9832.392% -2.792%-53.859%
1290Project Management softwareBusiness SkillsProject management2 49,1623.481% 7,4564.478% 0.997%28.651%
33Project Management/Planning/Budgeting/SchedulingBusiness SkillsProject management6 285,47820.212% 41,22524.760% 4.547%22.497%
168QualityBusiness SkillsBusiness processes1 418,15629.606% 60,52936.354% 6.747%22.790%
1337Real EstateBusiness SkillsIndustry Segment2 166,52011.790% 3,1941.918% -9.872%-83.729%
1335RetailBusiness SkillsIndustry Segment2 409,04728.961% 23,15113.904% -15.057%-51.990%
34Risk ManagementBusiness SkillsProject management1 51,3813.638% 9,6825.815% 2.177%59.845%
169Service OrientationBusiness SkillsBusiness processes1 11,4040.807% 1,4140.849% 0.042%5.179%
27Supply Chain ManagementBusiness SkillsBusiness processes3 77,1595.463% 4,9712.986% -2.477%-45.350%
1295Supply Chain Management softwareBusiness SkillsBusiness processes4 3,0410.215% 2880.173% -0.042%-19.664%
178TeachingBusiness SkillsManagement skills7 211,81214.997% 6,6604.000% -10.997%-73.328%
190TimekeepingBusiness SkillsProject management3 75,5845.352% 4,1942.519% -2.833%-52.931%
1296Timekeeping softwareBusiness SkillsProject management1 1,7100.121% 2620.157% 0.036%29.970%
171Total quality management (TQM)Business SkillsBusiness processes2 1,4300.101% 1370.082% -0.019%-18.732%
180TroubleshootingBusiness SkillsManagement skills1 160,67811.376% 28,63917.200% 5.824%51.195%
181VerificationBusiness SkillsManagement skills1 45,7403.238% 18,63311.191% 7.952%245.560%
1338Waste ManagementBusiness SkillsIndustry Segment1 1,2880.091% 2980.179% 0.088%96.262%
191WorkflowBusiness SkillsProject management1 59,2004.191% 9,6285.783% 1.591%37.959%
31Working GloballyBusiness SkillsManagement skills3 9,2990.658% 1750.105% -0.553%-84.036%
32Working with Virtual TeamsBusiness SkillsManagement skills2 2,5790.183% 3150.189% 0.007%3.609%
514GLTechnical SkillsSoftware development3 1,5030.106% 1110.067% -0.040%-37.353%
987Access servers & softwareTechnical SkillsNetwork10 47,3903.355% 7,6594.600% 1.245%37.095%
38Agile Development MethodsTechnical SkillsSoftware development13 51,5853.652% 16,4279.866% 6.214%170.129%
304Algorithmic softwareTechnical SkillsBusiness applications1 60.000% 00.000% -0.000%-100.000%
1253Analytical or scientific softwareTechnical SkillsTechnical applications2 1,1420.081% 730.044% -0.037%-45.776%
1352AndroidTechnical SkillsMobile Platforms3 9,6210.681% 3,7462.250% 1.569%230.281%
1351Apple iOSTechnical SkillsMobile Platforms6 8,9160.631% 1,9151.150% 0.519%82.195%
120Apple operating systemsTechnical SkillsBusiness applications6 26,6341.886% 5,5903.357% 1.472%78.038%
865Application-specific integrated circuit (ASIC) logic synthesis softwareTechnical SkillsHardware1 36,5752.590% 300.018% -2.572%-99.304%
1423Artificial IntelligenceTechnical SkillsInformation mgmt5 19,0621.350% 1,5350.922% -0.428%-31.691%
1145Automatic test program generation (ATPG)Technical SkillsSoftware development1 120.001% 10.001% -0.000%-29.310%
1265Backup & RecoveryTechnical SkillsTechnical applications16 116,8658.274% 15,7119.436% 1.162%14.040%
1386BiometricTechnical SkillsInformation mgmt2 3,0280.214% 1,1400.685% 0.470%219.364%
1353BlackberryTechnical SkillsMobile Platforms2 11,0430.782% 8110.487% -0.295%-37.703%
336Borland DelphiTechnical SkillsBusiness applications1 1,4260.101% 1860.112% 0.011%10.645%
337Borland JBuilderTechnical SkillsBusiness applications1 8420.060% 60.004% -0.056%-93.955%
338Borland ParadoxTechnical SkillsBusiness applications1 1000.007% 60.004% -0.003%-49.104%
72Business Continuity PlanningTechnical SkillsHardware2 42,9133.038% 3,3802.030% -1.008%-33.186%
352Cadence OpusTechnical SkillsBusiness applications1 1,0830.077% 270.016% -0.060%-78.852%
868CalculatorsTechnical SkillsHardware1 7040.050% 710.043% -0.007%-14.450%
39CASE ToolsTechnical SkillsSoftware development1 102,0547.226% 8,5805.153% -2.073%-28.683%
367Categorization or classification softwareTechnical SkillsBusiness applications1 4,0260.285% 6030.362% 0.077%27.052%
112CertificationTechnical SkillsMisc3 329,06923.299% 45,40827.272% 3.973%17.053%
78CiscoTechnical SkillsHardware1 202,55814.342% 11,3336.807% -7.535%-52.540%
1009Cisco Systems IOSTechnical SkillsNetwork1 14,1030.999% 4,9953.000% 2.001%200.442%
40Client-ServerTechnical SkillsSoftware development1 35,0452.481% 2,2281.338% -1.143%-46.071%
1011Cluster server softwareTechnical SkillsNetwork8 20,2551.434% 3,0881.855% 0.421%29.325%
1147CMAKETechnical SkillsSoftware development1 550.004% 350.021% 0.017%439.811%
1151Compatibility testingTechnical SkillsSoftware development1 3820.027% 1130.068% 0.041%150.929%
1152CompilersTechnical SkillsSoftware development5 10,3040.730% 1,2000.721% -0.009%-1.210%
1255Compliance softwareTechnical SkillsTechnical applications3 10,3350.732% 2,0601.237% 0.505%69.080%
385Computer aided design (CAD)Technical SkillsBusiness applications12 50,4923.575% 3,3372.004% -1.571%-43.938%
386Computer aided manufacturing (CAM)Technical SkillsBusiness applications3 2,5640.182% 2850.171% -0.010%-5.710%
875Computer diagnosticsTechnical SkillsHardware5 51,1973.625% 8,2204.937% 1.312%36.196%
1107Computer forensicsTechnical SkillsSecurity1 3,9550.280% 3970.238% -0.042%-14.851%
1266Computer HardwareTechnical SkillsHardware15 34,3462.432% 4,9752.988% 0.556%22.872%
390Computer Numerical Control (CNC)Technical SkillsBusiness applications2 34,9192.472% 1240.074% -2.398%-96.988%
1015Computer serversTechnical SkillsNetwork6 116,9478.280% 17,23710.352% 2.072%25.029%
1267Computer UtilitiesTechnical SkillsMisc1 2940.021% 670.040% 0.019%93.314%
59Content ManagerTechnical SkillsBusiness applications1 1,4640.104% 1540.092% -0.011%-10.769%
1396Continuous ImprovementTechnical SkillsSoftware development1 24,6391.744% 5,0713.046% 1.301%74.585%
878ControllersTechnical SkillsHardware3 7,5540.535% 1,3630.819% 0.284%53.058%
406Customer Acquisition Management (CAM)Technical SkillsBusiness applications1 1,9090.135% 6790.408% 0.273%201.717%
407Customer information control system (CICS)Technical SkillsBusiness applications2 5,7970.410% 7290.438% 0.027%6.675%
53Customer Relationship ManagementTechnical SkillsBusiness applications9 106,5677.545% 10,7036.428% -1.117%-14.804%
1368Cyber SecurityTechnical SkillsInformation mgmt3 21,1001.494% 6,9614.181% 2.687%179.850%
953Data acquisition systemsTechnical SkillsInformation mgmt1 4,9170.348% 7180.431% 0.083%23.868%
955Data compression softwareTechnical SkillsInformation mgmt1 2,0750.147% 2810.169% 0.022%14.875%
956Data conversion softwareTechnical SkillsInformation mgmt1 6,7250.476% 8890.534% 0.058%12.136%
958Data dictionaryTechnical SkillsInformation mgmt1 3,4620.245% 4740.285% 0.040%16.142%
959Data entryTechnical SkillsInformation mgmt1 176,11112.469% 2,6611.598% -10.871%-87.183%
962Data mappingTechnical SkillsInformation mgmt1 6,8530.485% 1,4130.849% 0.363%74.903%
67Data MiningTechnical SkillsInformation mgmt5 51,0123.612% 2,3531.413% -2.199%-60.872%
963Data modelingTechnical SkillsInformation mgmt1 34,8672.469% 5,2423.148% 0.680%27.532%
68Data WarehousingTechnical SkillsInformation mgmt2 58,9964.177% 9,0895.459% 1.282%30.686%
69Database AdministrationTechnical SkillsInformation mgmt12 79,6555.640% 11,3846.837% 1.197%21.232%
969Database design softwareTechnical SkillsInformation mgmt15 53,0623.757% 7,7434.650% 0.894%23.783%
1268Database ReportingTechnical SkillsInformation mgmt3 18,0491.278% 1,7681.062% -0.216%-16.907%
1269Database SecurityTechnical SkillsInformation mgmt2 1050.007% 220.013% 0.006%77.734%
1373Database SecurityTechnical SkillsInformation mgmt1 4360.031% 820.049% 0.018%59.538%
1270Database ServersTechnical SkillsInformation mgmt3 13,4350.951% 1,0770.647% -0.304%-31.999%
1271Database TestingTechnical SkillsInformation mgmt1 8430.060% 2740.165% 0.105%175.714%
1160DebuggingTechnical SkillsSoftware development7 63,2724.480% 10,8336.506% 2.026%45.236%
1385DecryptionTechnical SkillsInformation mgmt1 5240.037% 930.056% 0.019%50.553%
418Desktop publishing softwareTechnical SkillsBusiness applications13 19,7941.401% 1,5890.954% -0.447%-31.903%
1272Development EnvironmentTechnical SkillsSoftware development13 43,2843.065% 5,7193.435% 0.370%12.080%
1273Digital ImagingTechnical SkillsHardware1 2920.021% 130.008% -0.013%-62.234%
883Digital Signal Processor (DSP)Technical SkillsHardware2 1,4340.102% 1850.111% 0.010%9.436%
423Disk operating system (DOS)Technical SkillsBusiness applications1 3,2920.233% 3200.192% -0.041%-17.543%
1307Doctor of PhilosophyTechnical SkillsMisc3 63,9714.529% 2,0061.205% -3.324%-73.400%
973Document management softwareTechnical SkillsInformation mgmt4 13,4890.955% 1,8231.095% 0.140%14.642%
1020Domain name system (DNS)Technical SkillsNetwork3 39,5462.800% 7,1944.321% 1.521%54.314%
61DreamweaverTechnical SkillsSoftware development1 7,2250.512% 3850.231% -0.280%-54.798%
54DSS/GDSSTechnical SkillsBusiness applications5 18,5361.312% 2,4011.442% 0.130%9.878%
425Dynamic modeling softwareTechnical SkillsBusiness applications1 470.003% 20.001% -0.002%-63.903%
62EclipseTechnical SkillsSoftware development1 17,2231.219% 2,6961.619% 0.400%32.785%
1308Electronic CommerceTechnical SkillsBusiness applications2 50,7513.593% 5,3853.234% -0.359%-9.993%
70Electronic Data InterchangeTechnical SkillsInformation mgmt2 11,9840.848% 2,3001.381% 0.533%62.803%
1023Electronic mail softwareTechnical SkillsNetwork8 23,3991.657% 3,0401.826% 0.169%10.208%
1384EncryptionTechnical SkillsInformation mgmt1 320.002% 110.007% 0.004%191.594%
55Enterprise Resource PlanningTechnical SkillsBusiness applications5 77,4455.483% 11,2636.765% 1.281%23.367%
1274Enterprise Resource Planning softwareTechnical SkillsBusiness applications15 102,4707.255% 7,9934.801% -2.455%-33.832%
1321Environmental CertificationTechnical SkillsEnvironmental1 1230.009% 250.015% 0.006%72.414%
1328Environmental CleanupTechnical SkillsEnvironmental1 1,2930.092% 2660.160% 0.068%74.510%
1329Environmental EnergyTechnical SkillsEnvironmental21 4,5950.325% 5990.360% 0.034%10.580%
1330Environmental Energy ConservationTechnical SkillsEnvironmental11 5,0120.355% 8470.509% 0.154%43.354%
1327Environmental PollutionTechnical SkillsEnvironmental16 35,5832.519% 5410.325% -2.194%-87.103%
1324Environmental Pollution ControlTechnical SkillsEnvironmental7 2,7110.192% 5430.326% 0.134%69.905%
1325Environmental Pollution PreventionTechnical SkillsEnvironmental7 6380.045% 860.052% 0.006%14.344%
1326Environmental Product StewardshipTechnical SkillsEnvironmental11 45,4463.218% 6860.412% -2.806%-87.195%
1331Environmental ScienceTechnical SkillsEnvironmental2 1820.013% 270.016% 0.003%25.843%
1322Environmental TechnologyTechnical SkillsEnvironmental2 2100.015% 210.013% -0.002%-15.173%
461Expert system softwareTechnical SkillsBusiness applications1 4690.033% 500.030% -0.003%-9.566%
1359FacebookTechnical SkillsSocial Networking1 145,94010.333% 42,29525.402% 15.069%145.839%
463Facilities management softwareTechnical SkillsBusiness applications4 8,0710.571% 4170.250% -0.321%-56.173%
468Flight control softwareTechnical SkillsBusiness applications1 1210.009% 130.008% -0.001%-8.863%
469Flowchart softwareTechnical SkillsBusiness applications5 4,3240.306% 8830.530% 0.224%73.225%
1367ForensicTechnical SkillsInformation mgmt2 47,4943.363% 2,8511.712% -1.650%-49.079%
1112Fraud DetectionTechnical SkillsSecurity1 5,7380.406% 8290.498% 0.092%22.555%
63FrontPageTechnical SkillsSoftware development1 8650.061% 340.020% -0.041%-66.657%
475Fund accounting softwareTechnical SkillsBusiness applications1 5350.038% 560.034% -0.004%-11.209%
1260GamingTechnical SkillsMisc2 23,5481.667% 3,6722.205% 0.538%32.277%
113Generic databasesTechnical SkillsInformation mgmt2 152,15410.773% 23,63214.193% 3.420%31.751%
1365Google AppsTechnical SkillsBusiness applications4 2,5790.183% 4520.271% 0.089%48.670%
1364Google PlusTechnical SkillsSocial Networking1 70.000% 00.000% -0.000%-100.000%
1276GPS/GIS/Survey softwareTechnical SkillsBusiness applications31 107,1017.583% 9,4725.689% -1.894%-24.979%
484Graphic softwareTechnical SkillsBusiness applications16 131,7129.325% 14,9668.989% -0.337%-3.613%
1176Graphical user interface (GUI)Technical SkillsSoftware development2 14,4221.021% 1,2350.742% -0.279%-27.360%
1323Green ITTechnical SkillsEnvironmental9 3,3970.241% 2640.159% -0.082%-34.076%
893Guidance systemsTechnical SkillsHardware1 670.005% 10.001% -0.004%-87.339%
1371HackingTechnical SkillsInformation mgmt5 6,8040.482% 1,3060.784% 0.303%62.823%
895Hardware description language (HDL)Technical SkillsHardware2 1030.007% 140.008% 0.001%15.299%
1277Hardware DesignTechnical SkillsHardware19 6,1020.432% 9500.571% 0.139%32.065%
1278Hardware TestingTechnical SkillsHardware4 1,7370.123% 1350.081% -0.042%-34.072%
896Hazardous materials (HAZMAT)Technical SkillsHardware2 6330.045% 280.017% -0.028%-62.478%
492Helpdesk or call centerTechnical SkillsBusiness applications2 141,92410.049% 10,8326.506% -3.543%-35.258%
1377Homeland SecurityTechnical SkillsInformation mgmt1 56,2253.981% 1,6550.994% -2.987%-75.031%
114IBM databasesTechnical SkillsInformation mgmt2 30,1952.138% 4,2312.541% 0.403%18.862%
121IBM operating systemsTechnical SkillsBusiness applications4 29,8412.113% 2,3961.439% -0.674%-31.890%
898Image capture devicesTechnical SkillsHardware8 6,2460.442% 1,0680.641% 0.199%45.046%
524Industrial control softwareTechnical SkillsBusiness applications3 4,6370.328% 7890.474% 0.146%44.337%
975Information retrieval or search softwareTechnical SkillsInformation mgmt4 15,0041.062% 2,2251.336% 0.274%25.794%
1375Information SecurityTechnical SkillsInformation mgmt3 68,2744.834% 14,2608.565% 3.731%77.174%
899InfraredTechnical SkillsHardware1 2,9560.209% 910.055% -0.155%-73.886%
1180InstallationTechnical SkillsSoftware development1 118,7918.411% 14,8688.930% 0.519%6.171%
901Interface definition language (IDL)Technical SkillsHardware1 1720.012% 240.014% 0.002%18.364%
536Internet browser softwareTechnical SkillsBusiness applications4 6,7880.481% 7630.458% -0.022%-4.650%
1393Intrusion DetectionTechnical SkillsInformation mgmt1 17,5671.244% 2,9861.793% 0.550%44.188%
541Inventory management softwareTechnical SkillsBusiness applications3 6,5440.463% 9000.541% 0.077%16.664%
1414ISO 9000Technical SkillsSoftware development1 1,5730.111% 1380.083% -0.028%-25.580%
73IT Architecture/StandardsTechnical SkillsHardware2 16,7491.186% 2,0151.210% 0.024%2.052%
1357Java METechnical SkillsMobile Platforms2 3980.028% 70.004% -0.024%-85.081%
1035KernelTechnical SkillsNetwork1 4,7000.333% 4310.259% -0.074%-22.211%
907LasersTechnical SkillsHardware1 3030.021% 60.004% -0.018%-83.202%
1038License management softwareTechnical SkillsNetwork1 9390.066% 2080.125% 0.058%87.903%
1361LinkedInTechnical SkillsSocial Networking1 13,7990.977% 2,6641.600% 0.623%63.766%
908Mainframe computersTechnical SkillsHardware2 66,8024.730% 3,6682.203% -2.527%-53.422%
124Mainframe operating systemsTechnical SkillsBusiness applications8 20,2291.432% 1,9041.144% -0.289%-20.158%
1280Mass Storage hardware & softwareTechnical SkillsTechnical applications8 29,0372.056% 3,4522.073% 0.017%0.845%
580Materials requirements planning logistics and supply chain softwareTechnical SkillsBusiness applications7 7,3630.521% 5790.348% -0.174%-33.295%
1281Medical softwareTechnical SkillsBusiness applications9 11,5940.821% 1,2960.778% -0.043%-5.178%
115Microsoft databasesTechnical SkillsInformation mgmt5 155,47611.008% 22,34013.417% 2.409%21.887%
119Microsoft operating systemsTechnical SkillsBusiness applications4 233,35916.522% 30,63818.401% 1.879%11.371%
1350Mobile PlatformsTechnical SkillsMobile Platforms1 3,4270.243% 8180.491% 0.249%102.477%
625MultimediaTechnical SkillsBusiness applications1 123,6438.754% 6580.395% -8.359%-95.486%
1362MySpaceTechnical SkillsSocial Networking1 6520.046% 00.000% -0.046%-100.000%
74Network administrationTechnical SkillsHardware17 164,38811.639% 19,15211.503% -0.136%-1.172%
1282Network Administration softwareTechnical SkillsNetwork18 76,9455.448% 13,4018.049% 2.601%47.738%
1283Network HardwareTechnical SkillsNetwork11 53,1293.762% 7,5484.533% 0.772%20.514%
1284Network Monitoring softwareTechnical SkillsNetwork15 31,5912.237% 5,4023.244% 1.008%45.053%
1059Network operation system software (NOS)Technical SkillsNetwork2 2,8730.203% 3550.213% 0.010%4.816%
1369Network SecurityTechnical SkillsInformation mgmt1 7,1030.503% 1,5960.959% 0.456%90.602%
1122Network securityTechnical SkillsSecurity1 43,2603.063% 8,2034.927% 1.864%60.851%
1285Network Security softwareTechnical SkillsSecurity35 105,4677.467% 20,44212.277% 4.810%64.416%
1286Network softwareTechnical SkillsNetwork6 19,8411.405% 2,7961.679% 0.274%19.539%
1287Network TestingTechnical SkillsNetwork11 26,4751.874% 2,6101.568% -0.307%-16.374%
1065Novell network softwareTechnical SkillsNetwork2 1,7680.125% 820.049% -0.076%-60.657%
643OberonTechnical SkillsBusiness applications1 1810.013% 210.013% -0.000%-1.581%
1413Object Oriented DesignTechnical SkillsSoftware development2 18,1361.284% 2,0091.207% -0.077%-6.033%
41Object Oriented ProgrammingTechnical SkillsSoftware development5 86,7126.139% 12,0417.232% 1.092%17.793%
1288Office ApplicationsTechnical SkillsBusiness applications13 243,69217.254% 33,65920.215% 2.962%17.165%
71Online Analytical ProcessingTechnical SkillsInformation mgmt2 10,8870.771% 1,1820.710% -0.061%-7.903%
116Open-source databasesTechnical SkillsInformation mgmt4 41,8132.960% 6,9874.196% 1.236%41.748%
118Open-source operating systemsTechnical SkillsBusiness applications8 137,0889.706% 23,02313.828% 4.121%42.462%
56Operating SystemsTechnical SkillsBusiness applications3 103,5957.335% 16,5379.932% 2.597%35.411%
651Optical character recognition (OCR)Technical SkillsBusiness applications3 8260.058% 1500.090% 0.032%54.045%
117Oracle databasesTechnical SkillsInformation mgmt1 232,05816.430% 24,49914.714% -1.716%-10.445%
1354Palm OSTechnical SkillsMobile Platforms3 2820.020% 20.001% -0.019%-93.984%
1376Penetration TestingTechnical SkillsInformation mgmt5 44,0083.116% 9,9805.994% 2.878%92.369%
1289Physical ToolsTechnical SkillsHardware1 510.004% 20.001% -0.002%-66.734%
683Point of sale (POS)Technical SkillsBusiness applications3 7,4730.529% 1,1510.691% 0.162%30.652%
931PrintersTechnical SkillsHardware3 15,8371.121% 2,7491.651% 0.530%47.244%
43ProgrammingTechnical SkillsSoftware development1 235,28016.658% 31,57718.965% 2.307%13.847%
700ProvisioningTechnical SkillsBusiness applications1 18,5361.312% 3,5452.129% 0.817%62.232%
1405Rapid Application DevelopmentTechnical SkillsSoftware development2 6,4470.456% 6910.415% -0.041%-9.081%
1258Rate ControlTechnical SkillsTechnical applications1 120.001% 40.002% 0.002%182.758%
1209Rational Rose XDE DeveloperTechnical SkillsSoftware development4 13,1660.932% 1,0900.655% -0.278%-29.772%
1077Remote control softwareTechnical SkillsNetwork2 2,0510.145% 5210.313% 0.168%115.481%
1214Restructured extended executor (REXX)Technical SkillsSoftware development1 8600.061% 1440.086% 0.026%42.037%
1379Risk AnalysisTechnical SkillsInformation mgmt1 9,4510.669% 1,7741.065% 0.396%59.225%
1262RoboticsTechnical SkillsHardware3 2,9750.211% 3750.225% 0.015%6.925%
1318RSATechnical SkillsSecurity1 5,1490.365% 1,2640.759% 0.395%108.238%
1216Ruby/Ruby on RailsTechnical SkillsSoftware development1 16,2451.150% 4,2762.568% 1.418%123.282%
44SDLCTechnical SkillsSoftware development7 146,45310.369% 27,98216.806% 6.437%62.075%
1132Secure shell (SSH)Technical SkillsSecurity1 1020.007% 120.007% -0.000%-0.203%
1317Secure Sockets Layer (SSL)Technical SkillsSecurity3 16,3561.158% 2,8321.701% 0.543%46.877%
76SecurityTechnical SkillsHardware4 1,063,39375.291% 165,49199.393% 24.103%32.013%
1382Security AuditTechnical SkillsInformation mgmt1 1,6600.118% 2910.175% 0.057%48.704%
1315Security ClearanceTechnical SkillsMisc2 124,1028.787% 13,2137.936% -0.851%-9.685%
1381Security PlanTechnical SkillsInformation mgmt1 1,7830.126% 4080.245% 0.119%94.109%
1380Security PolicyTechnical SkillsInformation mgmt2 27,5201.948% 6,5373.926% 1.978%101.496%
1135Security testing softwareTechnical SkillsSecurity1 3,4970.248% 8360.502% 0.255%102.790%
60Sharepoint ServerTechnical SkillsBusiness applications1 5,0640.359% 5270.317% -0.042%-11.722%
1084Signal generatorsTechnical SkillsNetwork1 2600.018% 250.015% -0.003%-18.435%
1085Simple network management protocol (SNMP)Technical SkillsNetwork1 9,9580.705% 1,3530.813% 0.108%15.256%
1303Simple Object Access Protocol (SOAP)Technical SkillsSoftware development1 30,5422.162% 6,9974.202% 2.040%94.335%
1220Simulation softwareTechnical SkillsSoftware development5 14,3841.018% 1,5060.904% -0.114%-11.186%
1366Social NetworkTechnical SkillsSocial Networking1 2,6740.189% 7030.422% 0.233%123.013%
1358Social NetworkingTechnical SkillsSocial Networking1 6,3470.449% 1970.118% -0.331%-73.671%
42Software DevelopmentTechnical SkillsSoftware development2 354,95725.132% 32,75219.671% -5.461%-21.729%
1291Software Development softwareTechnical SkillsSoftware development3 2,3310.165% 3790.228% 0.063%37.922%
1309Software EngineeringTechnical SkillsSoftware development1 210,09014.875% 12,2347.348% -7.527%-50.603%
1292Software InstallationTechnical SkillsSoftware development4 138,9839.840% 23,67114.217% 4.376%44.475%
1223Software librariesTechnical SkillsSoftware development1 1920.014% 450.027% 0.013%98.814%
1293Software MaintenanceTechnical SkillsSoftware development1 6,5050.461% 1,1860.712% 0.252%54.659%
1294Software TestingTechnical SkillsSoftware development14 115,8938.205% 19,54911.741% 3.536%43.088%
1225Source code management (SCM)Technical SkillsSoftware development5 31,8902.258% 5,9603.580% 1.322%58.536%
1229Static analysis softwareTechnical SkillsSoftware development1 5830.041% 1840.111% 0.069%167.723%
772Statistical analysis softwareTechnical SkillsBusiness applications26 117,3938.312% 12,7707.670% -0.642%-7.725%
774Statistical softwareTechnical SkillsBusiness applications1 38,6112.734% 4,8032.885% 0.151%5.521%
1230Stress testing softwareTechnical SkillsSoftware development1 2,2630.160% 2620.157% -0.003%-1.791%
122Sun operating systemsTechnical SkillsBusiness applications3 44,1823.128% 3,7692.264% -0.865%-27.637%
939Surveillance systemsTechnical SkillsHardware5 14,1311.001% 1,1050.664% -0.337%-33.668%
791Symantec softwareTechnical SkillsBusiness applications1 10,7900.764% 1,3970.839% 0.075%9.828%
1355SymbianTechnical SkillsMobile Platforms1 200.001% 20.001% -0.000%-15.173%
1310System AdministrationTechnical SkillsNetwork4 88,1956.244% 11,7267.043% 0.798%12.783%
45System TestingTechnical SkillsSoftware development5 21,8981.550% 3,5322.121% 0.571%36.821%
46Systems AnalysisTechnical SkillsSoftware development8 111,4807.893% 17,27510.375% 2.482%31.449%
47Systems DesignTechnical SkillsSoftware development1 17,0361.206% 2,2571.356% 0.149%12.383%
1233Systems EvaluationTechnical SkillsSoftware development1 4150.029% 310.019% -0.011%-36.635%
1234Systems integrationTechnical SkillsSoftware development8 90,7296.424% 7,5074.509% -1.915%-29.813%
75TCP/IPTechnical SkillsHardware3 59,5384.215% 8,5145.113% 0.898%21.304%
1235Technology DesignTechnical SkillsSoftware development1 1,7360.123% 1680.101% -0.022%-17.909%
1236TemplatesTechnical SkillsSoftware development1 22,4501.590% 3,8612.319% 0.729%45.888%
1239Test implementationTechnical SkillsSoftware development1 3190.023% 540.032% 0.010%43.595%
1302TestingTechnical SkillsSoftware development1 353,99225.063% 58,15634.928% 9.865%39.360%
1297Training softwareTechnical SkillsBusiness applications3 2,1560.153% 1290.077% -0.075%-49.245%
57Transaction Processing SystemsTechnical SkillsBusiness applications4 2,1810.154% 1790.108% -0.047%-30.380%
1360TwitterTechnical SkillsSocial Networking1 24,7701.754% 3,9832.392% 0.638%36.402%
1411Unified ProcessTechnical SkillsSoftware development1 3,2120.227% 2310.139% -0.089%-38.994%
123UNIX operating systemsTechnical SkillsBusiness applications5 180,46012.777% 17,08710.262% -2.515%-19.680%
1298UNIX ShellsTechnical SkillsBusiness applications4 30,1372.134% 5,0263.019% 0.885%41.468%
1410Use CaseTechnical SkillsSoftware development1 9,4830.671% 1,5170.911% 0.240%35.699%
48User-Interface DesignTechnical SkillsSoftware development2 90,0026.372% 9,0205.417% -0.955%-14.986%
836Video creation and editing softwareTechnical SkillsBusiness applications3 1,8670.132% 1590.095% -0.037%-27.758%
64Visual StudioTechnical SkillsSoftware development1 32,3672.292% 5,0783.050% 0.758%33.084%
843Voice dictation & recognitionTechnical SkillsBusiness applications2 2,4050.170% 1050.063% -0.107%-62.965%
77Voice/Data TelecomTechnical SkillsHardware10 162,24511.487% 14,5728.752% -2.735%-23.812%
1299Web Application ServerTechnical SkillsBusiness applications8 53,4333.783% 5,6293.381% -0.402%-10.637%
1248Web platform development softwareTechnical SkillsSoftware development5 2,9640.210% 820.049% -0.161%-76.532%
65web programmerTechnical SkillsSoftware development4 58,1374.116% 9680.581% -3.535%-85.876%
58Web serversTechnical SkillsBusiness applications6 72,3075.119% 9,8815.934% 0.815%15.920%
49Web-based Application DevelopmentTechnical SkillsSoftware development2 51,9073.675% 7,4474.473% 0.798%21.700%
1356Windows CETechnical SkillsMobile Platforms4 4,1660.295% 3880.233% -0.062%-20.996%
1102WirelessTechnical SkillsNetwork5 46,5853.298% 6,8994.144% 0.845%25.625%
1363YouTubeTechnical SkillsSocial Networking2 9560.068% 3110.187% 0.119%175.956%
79.NETProgramming SkillsCurrent1 142,45010.086% 16,3179.800% -0.286%-2.834%
208A mathematical programming language (AMPL)Programming SkillsLegacy1 390.003% 90.005% 0.003%95.756%
209A programming language (APL)Programming SkillsLegacy2 1,5690.111% 1440.086% -0.025%-22.147%
99AdaProgramming SkillsLegacy1 4,1950.297% 5300.318% 0.021%7.172%
80AJAXProgramming SkillsCurrent1 46,9613.325% 5,4153.252% -0.073%-2.187%
210Algorithmic language (ALGOL)Programming SkillsLegacy1 510.004% 30.002% -0.002%-50.101%
192Apple AppleScriptProgramming SkillsCurrent1 1420.010% 170.010% 0.000%1.554%
81ASPProgramming SkillsCurrent2 75,7475.363% 9,1675.506% 0.143%2.659%
108AssemblyProgramming SkillsLegacy2 1,6200.115% 1490.089% -0.025%-21.980%
211AWKProgramming SkillsLegacy1 1,5060.107% 2460.148% 0.041%38.563%
212BProgramming SkillsLegacy1 17,6331.248% 1,8341.101% -0.147%-11.771%
83C#Programming SkillsCurrent2 123,0398.711% 14,6008.769% 0.057%0.658%
82C/C++Programming SkillsCurrent3 145,49110.301% 12,1137.275% -3.026%-29.376%
193Cascading Style Sheets (CSS)Programming SkillsCurrent2 67,0924.750% 13,2707.970% 3.220%67.779%
215Categorical abstract machine language (CAML)Programming SkillsLegacy1 3830.027% 1050.063% 0.036%132.556%
84CGIProgramming SkillsCurrent2 13,0580.925% 4,1452.489% 1.565%169.268%
217ClipperProgramming SkillsLegacy1 1380.010% 240.014% 0.005%47.526%
218CLUProgramming SkillsLegacy1 1430.010% 70.004% -0.006%-58.476%
100CobolProgramming SkillsLegacy1 9,7910.693% 1,2780.768% 0.074%10.724%
85ColdFusionProgramming SkillsCurrent2 7,1610.507% 4590.276% -0.231%-45.628%
219Combined programming language (CPL)Programming SkillsLegacy1 1360.010% 100.006% -0.004%-37.627%
195Component object model (COM)Programming SkillsCurrent1 510.004% 30.002% -0.002%-50.101%
125Database programmingProgramming SkillsCurrent3 20,8761.478% 2,4651.480% 0.002%0.163%
196Distributed component object model (DCOM)Programming SkillsCurrent1 9500.067% 530.032% -0.035%-52.675%
197Document Object Model (DOM) ScriptingProgramming SkillsCurrent2 4,3510.308% 4130.248% -0.060%-19.481%
221Extended self-containing Prolog (ESP)Programming SkillsLegacy1 2,0400.144% 3660.220% 0.075%52.190%
199Extensible stylesheet language (XSL)Programming SkillsCurrent4 8,7360.619% 7780.467% -0.151%-24.455%
109ForthProgramming SkillsLegacy1 4,7350.335% 7880.473% 0.138%41.170%
102FortranProgramming SkillsLegacy1 9230.065% 850.051% -0.014%-21.882%
86HTML/XHTML/DHTMLProgramming SkillsCurrent3 200,41414.190% 18,67011.213% -2.977%-20.977%
222JProgramming SkillsLegacy1 5,5060.390% 5290.318% -0.072%-18.500%
87Java/J2EE/J2PProgramming SkillsCurrent4 220,35115.601% 30,02818.035% 2.433%15.597%
97JavaScriptProgramming SkillsCurrent3 99,7327.061% 19,93911.975% 4.914%69.592%
89JavaServer FacesProgramming SkillsCurrent3 8,7190.617% 9500.571% -0.047%-7.574%
88JavaServer PagesProgramming SkillsCurrent3 33,9562.404% 3,1171.872% -0.532%-22.132%
223Job control language (JCL)Programming SkillsLegacy2 8,1760.579% 8360.502% -0.077%-13.263%
126LAMPProgramming SkillsCurrent1 9,9390.704% 1,0830.650% -0.053%-7.568%
104LispProgramming SkillsLegacy1 4960.035% 410.025% -0.010%-29.881%
224Lisp object-oriented programming system (LOOPS)Programming SkillsLegacy1 5250.037% 1360.082% 0.045%119.744%
201Microsoft ActiveXProgramming SkillsCurrent1 9660.068% 340.020% -0.048%-70.144%
107PascalProgramming SkillsLegacy1 3960.028% 210.013% -0.015%-55.016%
90PerlProgramming SkillsCurrent1 52,4313.712% 6,8384.107% 0.395%10.631%
91PHPProgramming SkillsCurrent1 35,3272.501% 4,7002.823% 0.322%12.857%
103PL/1Programming SkillsLegacy3 1950.014% 550.033% 0.019%139.257%
105PrologProgramming SkillsLegacy1 6710.048% 900.054% 0.007%13.778%
95PythonProgramming SkillsCurrent1 31,0582.199% 9,5245.720% 3.521%160.125%
228Register transfer language (RTL)Programming SkillsLegacy1 14,7491.044% 3,2331.942% 0.897%85.943%
205Scalable vector graphics (SVG)Programming SkillsCurrent1 2240.016% 300.018% 0.002%13.608%
206Scripting languagesProgramming SkillsCurrent1 14,5891.033% 2,9281.759% 0.726%70.248%
101SmalltalkProgramming SkillsLegacy1 1770.013% 160.010% -0.003%-23.320%
92SQLProgramming SkillsCurrent3 341,36924.170% 47,38728.460% 4.291%17.753%
110TCLProgramming SkillsLegacy1 1,9040.135% 1760.106% -0.029%-21.588%
98Unified Modeling LanguageProgramming SkillsCurrent2 27,3851.939% 2,3851.432% -0.506%-26.122%
93Visual BasicProgramming SkillsCurrent6 69,6104.929% 7,9534.777% -0.152%-3.084%
207Web service definition language (WSDL)Programming SkillsCurrent2 7,2860.516% 1,2190.732% 0.216%41.922%
94XMLProgramming SkillsCurrent2 110,4467.820% 13,4268.064% 0.244%3.118%
1342Computer ScienceMajorsComputer Science2 464,50632.888% 76,66746.046% 13.158%40.008%
1344Information TechnologyMajorsInformation Technology3 1,412,386100.000% 166,501100.000% 0.000%0.000%
1343Management Information SystemsMajorsManagement Information Systems9 271,99019.257% 41,09024.679% 5.421%28.150%