#1Low confidenceSystemsBRInstallation, Maintenance, and Repair • Transportation and Warehousing
Bicycle Repairers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 75% • SOC 49-3091.00
Category Ranking
Ranking for category: Installation, Maintenance, and Repair.
#1Low confidenceSystemsBRInstallation, Maintenance, and Repair • Transportation and Warehousing
Bicycle Repairers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 75% • SOC 49-3091.00
#2Medium confidenceToolingLAInstallation, Maintenance, and Repair • Transportation and Warehousing
Locksmiths and Safe Repairers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 72% • SOC 49-9094.00
#3High confidenceSystemsRMInstallation, Maintenance, and Repair • Transportation and Warehousing
Refractory Materials Repairers, Except Brickmasons shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 72% • SOC 49-9045.00
#4High confidenceExecutionGTInstallation, Maintenance, and Repair • Transportation and Warehousing
Geothermal Technicians shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 68% • SOC 49-9099.01
#5Medium confidenceExecutionRCInstallation, Maintenance, and Repair • Transportation and Warehousing
Rail Car Repairers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 67% • SOC 49-3043.00
#6High confidencePlanningEPInstallation, Maintenance, and Repair • Manufacturing
Electrical Power-Line Installers and Repairers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 65% • SOC 49-9051.00
#7High confidenceAnalysisOPInstallation, Maintenance, and Repair • Manufacturing
Outdoor Power Equipment and Other Small Engine Mechanics shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 65% • SOC 49-3053.00
#8Medium confidenceInsightMDInstallation, Maintenance, and Repair • Manufacturing
Mechanical Door Repairers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 64% • SOC 49-9011.00
#9Low confidenceAnalysisTLInstallation, Maintenance, and Repair • Utilities
Telecommunications Line Installers and Repairers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 64% • SOC 49-9052.00
#10Low confidenceWorkflowAGInstallation, Maintenance, and Repair • Transportation and Warehousing
Automotive Glass Installers and Repairers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 63% • SOC 49-3022.00
#11High confidenceOperationsCVInstallation, Maintenance, and Repair • Transportation and Warehousing
Coin, Vending, and Amusement Machine Servicers and Repairers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 62% • SOC 49-9091.00
#12Low confidencePlanningEMInstallation, Maintenance, and Repair • Transportation and Warehousing
Electric Motor, Power Tool, and Related Repairers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 62% • SOC 49-2092.00
#13Medium confidenceAnalysisMWInstallation, Maintenance, and Repair • Transportation and Warehousing
Maintenance Workers, Machinery shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 62% • SOC 49-9043.00
#14High confidenceAnalysisBAInstallation, Maintenance, and Repair • Transportation and Warehousing
Bus and Truck Mechanics and Diesel Engine Specialists shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 61% • SOC 49-3031.00
#15High confidenceProductivityEAInstallation, Maintenance, and Repair • Manufacturing
Electrical and Electronics Installers and Repairers, Transportation Equipment shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 61% • SOC 49-2093.00
#16Medium confidenceWorkflowEAInstallation, Maintenance, and Repair • Manufacturing
Electrical and Electronics Repairers, Powerhouse, Substation, and Relay shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 61% • SOC 49-2095.00
#17High confidencePlanningCAInstallation, Maintenance, and Repair • Manufacturing
Computer, Automated Teller, and Office Machine Repairers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 60% • SOC 49-2011.00
#18High confidenceExecutionRInstallation, Maintenance, and Repair • Manufacturing
Riggers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 60% • SOC 49-9096.00
#19High confidenceOperationsHAInstallation, Maintenance, and Repair • Manufacturing
Heating, Air Conditioning, and Refrigeration Mechanics and Installers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 59% • SOC 49-9021.00
#20Low confidenceOperationsTRInstallation, Maintenance, and Repair • Transportation and Warehousing
Tire Repairers and Changers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 59% • SOC 49-3093.00
#21High confidenceSystemsHMInstallation, Maintenance, and Repair • Transportation and Warehousing
Helpers--Installation, Maintenance, and Repair Workers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 58% • SOC 49-9098.00
#22Medium confidenceOperationsMInstallation, Maintenance, and Repair • Manufacturing
Millwrights is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 58% • SOC 49-9044.00
#23High confidenceToolingTEInstallation, Maintenance, and Repair • Manufacturing
Telecommunications Equipment Installers and Repairers, Except Line Installers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 58% • SOC 49-2022.00
#24Medium confidenceExecutionAMInstallation, Maintenance, and Repair • Manufacturing
Aircraft Mechanics and Service Technicians is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 57% • SOC 49-3011.00
#25High confidenceAnalysisIMInstallation, Maintenance, and Repair • Transportation and Warehousing
Industrial Machinery Mechanics is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 57% • SOC 49-9041.00
#26High confidenceExecutionWAInstallation, Maintenance, and Repair • Utilities
Watch and Clock Repairers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 57% • SOC 49-9064.00
#27Medium confidenceProductivityHAInstallation, Maintenance, and Repair • Manufacturing
Home Appliance Repairers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 55% • SOC 49-9031.00
#28High confidenceSystemsSAInstallation, Maintenance, and Repair • Manufacturing
Signal and Track Switch Repairers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 55% • SOC 49-9097.00
#29Medium confidenceOperationsEAInstallation, Maintenance, and Repair • Transportation and Warehousing
Electrical and Electronics Repairers, Commercial and Industrial Equipment is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 54% • SOC 49-2094.00
#30Medium confidenceOperationsFEInstallation, Maintenance, and Repair • Manufacturing
Farm Equipment Mechanics and Service Technicians is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 54% • SOC 49-3041.00
#31High confidenceOperationsRVInstallation, Maintenance, and Repair • Transportation and Warehousing
Recreational Vehicle Service Technicians is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 54% • SOC 49-3092.00
#32Low confidenceSystemsABInstallation, Maintenance, and Repair • Manufacturing
Automotive Body and Related Repairers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 52% • SOC 49-3021.00
#33High confidenceCoordinationATInstallation, Maintenance, and Repair • Manufacturing
Avionics Technicians is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 52% • SOC 49-2091.00
#34High confidenceProductivityFSInstallation, Maintenance, and Repair • Manufacturing
First-Line Supervisors of Mechanics, Installers, and Repairers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 52% • SOC 49-1011.00
#35High confidenceExecutionWTInstallation, Maintenance, and Repair • Transportation and Warehousing
Wind Turbine Service Technicians is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 52% • SOC 49-9081.00
#36Low confidenceAnalysisMBInstallation, Maintenance, and Repair • Manufacturing
Manufactured Building and Mobile Home Installers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 51% • SOC 49-9095.00
#37High confidenceProductivityMHInstallation, Maintenance, and Repair • Manufacturing
Mobile Heavy Equipment Mechanics, Except Engines is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 50% • SOC 49-3042.00
#38Medium confidenceOperationsCAInstallation, Maintenance, and Repair • Transportation and Warehousing
Camera and Photographic Equipment Repairers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 49% • SOC 49-9061.00
#39Medium confidenceSystemsMMInstallation, Maintenance, and Repair • Manufacturing
Motorboat Mechanics and Service Technicians is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 49% • SOC 49-3051.00
#40High confidenceExecutionMAInstallation, Maintenance, and Repair • Utilities
Maintenance and Repair Workers, General is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 47% • SOC 49-9071.00
#41Medium confidenceToolingMMInstallation, Maintenance, and Repair • Manufacturing
Motorcycle Mechanics is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 47% • SOC 49-3052.00
#42High confidenceOperationsAEInstallation, Maintenance, and Repair • Manufacturing
Audiovisual Equipment Installers and Repairers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 46% • SOC 49-2097.00
#43Low confidenceSystemsPIInstallation, Maintenance, and Repair • Manufacturing
Precision Instrument and Equipment Repairers, All Other is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 45% • SOC 49-9069.00
#44High confidenceCoordinationRCInstallation, Maintenance, and Repair • Manufacturing
Radio, Cellular, and Tower Equipment Installers and Repairers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 45% • SOC 49-2021.00
#45Medium confidenceExecutionSAInstallation, Maintenance, and Repair • Transportation and Warehousing
Security and Fire Alarm Systems Installers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 44% • SOC 49-2098.00
#46High confidenceCoordinationCDInstallation, Maintenance, and Repair • Manufacturing
Commercial Divers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 43% • SOC 49-9092.00
#47Low confidenceOperationsASInstallation, Maintenance, and Repair • Manufacturing
Automotive Service Technicians and Mechanics is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 41% • SOC 49-3023.00
#48Low confidencePlanningIMInstallation, Maintenance, and Repair • Manufacturing
Installation, Maintenance, and Repair Workers, All Other is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 41% • SOC 49-9099.00
#49Low confidenceOperationsMEInstallation, Maintenance, and Repair • Manufacturing
Medical Equipment Repairers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 41% • SOC 49-9062.00
#50Medium confidenceWorkflowMIInstallation, Maintenance, and Repair • Transportation and Warehousing
Musical Instrument Repairers and Tuners is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 41% • SOC 49-9063.00
#51High confidenceToolingCAInstallation, Maintenance, and Repair • Transportation and Warehousing
Control and Valve Installers and Repairers, Except Mechanical Door is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 40% • SOC 49-9012.00
#52Medium confidenceCoordinationEEInstallation, Maintenance, and Repair • Manufacturing
Electronic Equipment Installers and Repairers, Motor Vehicles is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 40% • SOC 49-2096.00