Category Ranking
Ranking for category: Computer and Mathematical.
#1Low confidencePlanningMSComputer and Mathematical • Finance and Insurance
Mathematical Science Occupations, All Other shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 72% • SOC 15-2099.00
#2High confidenceToolingWDComputer and Mathematical • Finance and Insurance
Web Developers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 72% • SOC 15-1254.00
#3High confidenceWorkflowCUComputer and Mathematical • Finance and Insurance
Computer User Support Specialists shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 62% • SOC 15-1232.00
#4High confidenceProductivityTEComputer and Mathematical • Professional, Scientific, and Technical Services
Telecommunications Engineering Specialists shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 62% • SOC 15-1241.01
#5High confidenceExecutionBTComputer and Mathematical • Finance and Insurance
Bioinformatics Technicians shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 60% • SOC 15-2099.01
#6Medium confidenceProductivityCDComputer and Mathematical • Professional, Scientific, and Technical Services
Clinical Data Managers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 60% • SOC 15-2051.02
#7Low confidenceExecutionCOComputer and Mathematical • Professional, Scientific, and Technical Services
Computer Occupations, All Other is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 58% • SOC 15-1299.00
#8High confidenceCoordinationWAComputer and Mathematical • Finance and Insurance
Web Administrators is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 58% • SOC 15-1299.01
#9High confidenceAnalysisBIComputer and Mathematical • Finance and Insurance
Business Intelligence Analysts is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 57% • SOC 15-2051.01
#10High confidenceProductivityGIComputer and Mathematical • Finance and Insurance
Geographic Information Systems Technologists and Technicians is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 57% • SOC 15-1299.02
#11High confidenceOperationsISComputer and Mathematical • Finance and Insurance
Information Security Engineers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 57% • SOC 15-1299.05
#12High confidenceProductivityCPComputer and Mathematical • Information
Computer Programmers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 56% • SOC 15-1251.00
#13High confidenceOperationsSQComputer and Mathematical • Information
Software Quality Assurance Analysts and Testers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 56% • SOC 15-1253.00
#14High confidenceProductivityVGComputer and Mathematical • Professional, Scientific, and Technical Services
Video Game Designers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 56% • SOC 15-1255.01
#15High confidenceInsightDAComputer and Mathematical • Finance and Insurance
Database Architects is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 55% • SOC 15-1243.00
#16High confidenceWorkflowCSComputer and Mathematical • Information
Computer Systems Engineers/Architects is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 54% • SOC 15-1299.08
#17High confidenceExecutionITComputer and Mathematical • Professional, Scientific, and Technical Services
Information Technology Project Managers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 54% • SOC 15-1299.09
#18High confidenceProductivityDWComputer and Mathematical • Finance and Insurance
Data Warehousing Specialists is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 53% • SOC 15-1243.01
#19High confidenceAnalysisNAComputer and Mathematical • Professional, Scientific, and Technical Services
Network and Computer Systems Administrators is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 53% • SOC 15-1244.00
#20High confidenceOperationsSDComputer and Mathematical • Information
Software Developers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 53% • SOC 15-1252.00
#21High confidencePlanningCSComputer and Mathematical • Professional, Scientific, and Technical Services
Computer Systems Analysts is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 52% • SOC 15-1211.00
#22High confidenceWorkflowDMComputer and Mathematical • Finance and Insurance
Document Management Specialists is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 52% • SOC 15-1299.03
#23High confidenceSystemsWAComputer and Mathematical • Professional, Scientific, and Technical Services
Web and Digital Interface Designers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 52% • SOC 15-1255.00
#24High confidenceAnalysisDSComputer and Mathematical • Information
Data Scientists is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 50% • SOC 15-2051.00
#25High confidenceToolingCNComputer and Mathematical • Professional, Scientific, and Technical Services
Computer Network Support Specialists is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 48% • SOC 15-1231.00
#26High confidenceProductivityHIComputer and Mathematical • Professional, Scientific, and Technical Services
Health Informatics Specialists is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 48% • SOC 15-1211.01
#27High confidenceAnalysisPTComputer and Mathematical • Finance and Insurance
Penetration Testers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 48% • SOC 15-1299.04
#28High confidenceProductivityAComputer and Mathematical • Professional, Scientific, and Technical Services
Actuaries is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 45% • SOC 15-2011.00
#29High confidenceAnalysisISComputer and Mathematical • Professional, Scientific, and Technical Services
Information Security Analysts is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 45% • SOC 15-1212.00
#30High confidenceProductivityBEComputer and Mathematical • Professional, Scientific, and Technical Services
Blockchain Engineers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 44% • SOC 15-1299.07
#31High confidencePlanningCNComputer and Mathematical • Professional, Scientific, and Technical Services
Computer Network Architects is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 44% • SOC 15-1241.00
#32High confidenceSystemsDFComputer and Mathematical • Information
Digital Forensics Analysts is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 43% • SOC 15-1299.06
#33High confidenceToolingSComputer and Mathematical • Finance and Insurance
Statisticians is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 43% • SOC 15-2041.00
#34High confidenceProductivityDAComputer and Mathematical • Professional, Scientific, and Technical Services
Database Administrators is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 42% • SOC 15-1242.00
#35High confidenceInsightCAComputer and Mathematical • Finance and Insurance
Computer and Information Research Scientists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 39% • SOC 15-1221.00
#36High confidenceToolingORComputer and Mathematical • Finance and Insurance
Operations Research Analysts remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 33% • SOC 15-2031.00
#37Medium confidenceSystemsBComputer and Mathematical • Finance and Insurance
Biostatisticians remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 30% • SOC 15-2041.01
#38High confidenceSystemsMComputer and Mathematical • Professional, Scientific, and Technical Services
Mathematicians remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 27% • SOC 15-2021.00