Category Ranking
Ranking for category: Production.
#1High confidenceWorkflowLAProduction • Manufacturing
A large share of Laundry and Dry-Cleaning Workers tasks are currently automatable in Plumbing Fixture Fitting and Trim Manufacturing.
Exposure benchmark: 95% • SOC 51-6011.00
#2Medium confidenceProductivityMPProduction • Manufacturing
A large share of Meat, Poultry, and Fish Cutters and Trimmers tasks are currently automatable in Small Arms Ammunition Manufacturing.
Exposure benchmark: 95% • SOC 51-3022.00
#3High confidenceToolingSMProduction • Manufacturing
A large share of Sewing Machine Operators tasks are currently automatable in Meat Processed from Carcasses.
Exposure benchmark: 94% • SOC 51-6031.00
#4Medium confidenceCoordinationDAProduction • Manufacturing
A large share of Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic tasks are currently automatable in Paper Bag and Coated and Treated Paper Manufacturing.
Exposure benchmark: 90% • SOC 51-4032.00
#5High confidenceInsightEAProduction • Manufacturing
A large share of Etchers and Engravers tasks are currently automatable in Perishable Prepared Food Manufacturing.
Exposure benchmark: 90% • SOC 51-9194.00
#6Medium confidenceToolingMMProduction • Manufacturing
A large share of Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic tasks are currently automatable in Asphalt Paving Mixture and Block Manufacturing.
Exposure benchmark: 90% • SOC 51-4081.00
#7High confidenceToolingCEProduction • Manufacturing
A large share of Chemical Equipment Operators and Tenders tasks are currently automatable in Ready-Mix Concrete Manufacturing.
Exposure benchmark: 89% • SOC 51-9011.00
#8Medium confidenceToolingFMProduction • Manufacturing
A large share of Foundry Mold and Coremakers tasks are currently automatable in Steel Investment Foundries.
Exposure benchmark: 89% • SOC 51-4071.00
#9Low confidenceAnalysisPTProduction • Manufacturing
A large share of Pressers, Textile, Garment, and Related Materials tasks are currently automatable in Search, Detection, Navigation, Guidance, Aeronautical, and Nautical System and Instrument Manufacturing.
Exposure benchmark: 89% • SOC 51-6021.00
#10High confidenceAnalysisSFProduction • Manufacturing
A large share of Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders tasks are currently automatable in Fluid Power Valve and Hose Fitting Manufacturing.
Exposure benchmark: 89% • SOC 51-9012.00
#11Medium confidenceSystemsSAProduction • Manufacturing
A large share of Shoe and Leather Workers and Repairers tasks are currently automatable in Iron and Steel Forging.
Exposure benchmark: 89% • SOC 51-6041.00
#12High confidenceInsightSAProduction • Manufacturing
A large share of Slaughterers and Meat Packers tasks are currently automatable in Wood Kitchen Cabinet and Countertop Manufacturing.
Exposure benchmark: 89% • SOC 51-3023.00
#13High confidencePlanningWSProduction • Manufacturing
A large share of Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders tasks are currently automatable in Steel Foundries (except Investment).
Exposure benchmark: 89% • SOC 51-4122.00
#14Medium confidenceCoordinationMAProduction • Manufacturing
A large share of Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic tasks are currently automatable in Custom Roll Forming.
Exposure benchmark: 88% • SOC 51-4035.00
#15Medium confidenceOperationsSMProduction • Manufacturing
A large share of Shoe Machine Operators and Tenders tasks are currently automatable in Commercial Bakeries.
Exposure benchmark: 88% • SOC 51-6042.00
#16High confidenceWorkflowEAProduction • Manufacturing
A large share of Engine and Other Machine Assemblers tasks are currently automatable in Small Arms Ammunition Manufacturing.
Exposure benchmark: 87% • SOC 51-2031.00
#17High confidenceAnalysisFCProduction • Manufacturing
A large share of Food Cooking Machine Operators and Tenders tasks are currently automatable in Other Engine Equipment Manufacturing.
Exposure benchmark: 87% • SOC 51-3093.00
#18High confidenceProductivityPPProduction • Manufacturing
A large share of Photographic Process Workers and Processing Machine Operators tasks are currently automatable in Commercial Bakeries.
Exposure benchmark: 87% • SOC 51-9151.00
#19Medium confidenceSystemsUProduction • Manufacturing
A large share of Upholsterers tasks are currently automatable in Computer Storage Device Manufacturing.
Exposure benchmark: 87% • SOC 51-6093.00
#20High confidenceOperationsCAProduction • Manufacturing
A large share of Cooling and Freezing Equipment Operators and Tenders tasks are currently automatable in Motor Vehicle Gasoline Engine and Engine Parts Manufacturing.
Exposure benchmark: 86% • SOC 51-9193.00
#21High confidenceCoordinationCWProduction • Manufacturing
A large share of Coil Winders, Tapers, and Finishers tasks are currently automatable in Hardwood Veneer and Plywood Manufacturing.
Exposure benchmark: 85% • SOC 51-2021.00
#22High confidenceWorkflowPGProduction • Manufacturing
A large share of Paper Goods Machine Setters, Operators, and Tenders tasks are currently automatable in Confectionery Manufacturing from Purchased Chocolate.
Exposure benchmark: 85% • SOC 51-9196.00
#23High confidenceInsightPAProduction • Manufacturing
A large share of Packaging and Filling Machine Operators and Tenders tasks are currently automatable in Cookie and Cracker Manufacturing.
Exposure benchmark: 84% • SOC 51-9111.00
#24Low confidenceSystemsTKProduction • Manufacturing
A large share of Textile Knitting and Weaving Machine Setters, Operators, and Tenders tasks are currently automatable in Cutting Tool and Machine Tool Accessory Manufacturing.
Exposure benchmark: 84% • SOC 51-6063.00
#25High confidenceAnalysisWCProduction • Manufacturing
A large share of Welders, Cutters, Solderers, and Brazers tasks are currently automatable in Wood Preservation.
Exposure benchmark: 84% • SOC 51-4121.00
#26High confidencePlanningEAProduction • Manufacturing
A large share of Electrical and Electronic Equipment Assemblers tasks are currently automatable in Travel Trailer and Camper Manufacturing.
Exposure benchmark: 83% • SOC 51-2022.00
#27Medium confidencePlanningFLProduction • Manufacturing
A large share of Fiberglass Laminators and Fabricators tasks are currently automatable in Roasted Nuts and Peanut Butter Manufacturing.
Exposure benchmark: 83% • SOC 51-2051.00
#28High confidenceWorkflowHWProduction • Manufacturing
A large share of Helpers--Production Workers tasks are currently automatable in Stationery Product Manufacturing.
Exposure benchmark: 83% • SOC 51-9198.00
#29High confidenceOperationsLWProduction • Manufacturing
A large share of Layout Workers, Metal and Plastic tasks are currently automatable in Soybean and Other Oilseed Processing.
Exposure benchmark: 83% • SOC 51-4192.00
#30Medium confidencePlanningPCProduction • Manufacturing
A large share of Painting, Coating, and Decorating Workers tasks are currently automatable in Upholstered Household Furniture Manufacturing.
Exposure benchmark: 83% • SOC 51-9123.00
#31Medium confidenceToolingSHProduction • Manufacturing
A large share of Sewers, Hand tasks are currently automatable in Copper Rolling, Drawing, Extruding, and Alloying.
Exposure benchmark: 83% • SOC 51-6051.00
#32High confidenceExecutionABProduction • Manufacturing
A large share of Adhesive Bonding Machine Operators and Tenders tasks are currently automatable in Electronic Connector Manufacturing.
Exposure benchmark: 82% • SOC 51-9191.00
#33High confidenceAnalysisHTProduction • Manufacturing
A large share of Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic tasks are currently automatable in Flat Glass Manufacturing.
Exposure benchmark: 82% • SOC 51-4191.00
#34High confidenceAnalysisPMProduction • Manufacturing
A large share of Plating Machine Setters, Operators, and Tenders, Metal and Plastic tasks are currently automatable in Automobile and Light Duty Motor Vehicle Manufacturing.
Exposure benchmark: 82% • SOC 51-4193.00
#35Medium confidenceOperationsPPProduction • Manufacturing
A large share of Power Plant Operators tasks are currently automatable in Fluid Power Cylinder and Actuator Manufacturing.
Exposure benchmark: 82% • SOC 51-8013.00
#36High confidenceProductivitySPProduction • Manufacturing
A large share of Semiconductor Processing Technicians tasks are currently automatable in Doll, Toy, and Game Manufacturing.
Exposure benchmark: 82% • SOC 51-9141.00
#37Low confidenceToolingBPProduction • Manufacturing
A large share of Biomass Plant Technicians tasks are currently automatable in Other Communications Equipment Manufacturing.
Exposure benchmark: 81% • SOC 51-8013.03
#38High confidenceSystemsCAProduction • Manufacturing
A large share of Cutting and Slicing Machine Setters, Operators, and Tenders tasks are currently automatable in Concrete Pipe Manufacturing.
Exposure benchmark: 81% • SOC 51-9032.00
#39High confidenceExecutionTWProduction • Manufacturing
A large share of Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders tasks are currently automatable in Packaging Machinery Manufacturing.
Exposure benchmark: 81% • SOC 51-6064.00
#40Medium confidenceOperationsFMProduction • Manufacturing
A large share of Forging Machine Setters, Operators, and Tenders, Metal and Plastic tasks are currently automatable in Paper Bag and Coated and Treated Paper Manufacturing.
Exposure benchmark: 80% • SOC 51-4022.00
#41High confidenceWorkflowGAProduction • Manufacturing
A large share of Grinding and Polishing Workers, Hand tasks are currently automatable in Electromedical and Electrotherapeutic Apparatus Manufacturing.
Exposure benchmark: 80% • SOC 51-9022.00
#42High confidenceProductivityTAProduction • Manufacturing
A large share of Team Assemblers tasks are currently automatable in Aircraft Engine and Engine Parts Manufacturing.
Exposure benchmark: 80% • SOC 51-2092.00
#43High confidenceProductivityCNProduction • Manufacturing
Computer Numerically Controlled Tool Operators shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 79% • SOC 51-9161.00
#44Medium confidenceInsightCAProduction • Manufacturing
Cutters and Trimmers, Hand shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 79% • SOC 51-9031.00
#45Medium confidenceExecutionCPProduction • Manufacturing
Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 79% • SOC 51-4031.00
#46High confidenceWorkflowEAProduction • Manufacturing
Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 79% • SOC 51-6091.00
#47Low confidenceExecutionMWProduction • Manufacturing
Metal Workers and Plastic Workers, All Other shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 79% • SOC 51-4199.00
#48Medium confidencePlanningMCProduction • Manufacturing
Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 79% • SOC 51-4072.00
#49Medium confidenceSystemsTGProduction • Manufacturing
Tool Grinders, Filers, and Sharpeners shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 79% • SOC 51-4194.00
#50Low confidencePlanningDLProduction • Manufacturing
Dental Laboratory Technicians shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 78% • SOC 51-9081.00
#51High confidenceInsightRMProduction • Manufacturing
Rolling Machine Setters, Operators, and Tenders, Metal and Plastic shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 78% • SOC 51-4023.00
#52Low confidenceProductivitySCProduction • Manufacturing
Stone Cutters and Carvers, Manufacturing shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 78% • SOC 51-9195.03
#53High confidenceProductivityFAProduction • Manufacturing
Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 77% • SOC 51-3091.00
#54High confidenceSystemsOLProduction • Manufacturing
Ophthalmic Laboratory Technicians shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 77% • SOC 51-9083.00
#55Medium confidenceInsightBAProduction • Manufacturing
Butchers and Meat Cutters shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 76% • SOC 51-3021.00
#56Low confidenceCoordinationGBProduction • Manufacturing
Glass Blowers, Molders, Benders, and Finishers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 76% • SOC 51-9195.04
#57High confidenceSystemsGLProduction • Manufacturing
Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 76% • SOC 51-4033.00
#58Medium confidenceAnalysisPMProduction • Manufacturing
Patternmakers, Metal and Plastic shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 76% • SOC 51-4062.00
#59Low confidenceOperationsTDProduction • Manufacturing
Tailors, Dressmakers, and Custom Sewers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 76% • SOC 51-6052.00
#60High confidenceOperationsEEProduction • Manufacturing
Electromechanical Equipment Assemblers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 75% • SOC 51-2023.00
#61High confidenceAnalysisEAProduction • Manufacturing
Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 75% • SOC 51-4021.00
#62Medium confidenceExecutionPAProduction • Manufacturing
Pourers and Casters, Metal shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 75% • SOC 51-4052.00
#63High confidenceExecutionCAProduction • Manufacturing
Cabinetmakers and Bench Carpenters shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 74% • SOC 51-7011.00
#64High confidencePlanningLAProduction • Manufacturing
Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 74% • SOC 51-4034.00
#65Medium confidenceWorkflowPWProduction • Manufacturing
Patternmakers, Wood shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 74% • SOC 51-7032.00
#66High confidencePlanningWAProduction • Manufacturing
Water and Wastewater Treatment Plant and System Operators shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 74% • SOC 51-8031.00
#67Low confidenceProductivityWAProduction • Manufacturing
Woodworkers, All Other shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 74% • SOC 51-7099.00
#68High confidenceProductivityASProduction • Manufacturing
Aircraft Structure, Surfaces, Rigging, and Systems Assemblers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 73% • SOC 51-2011.00
#69Low confidenceWorkflowAAProduction • Manufacturing
Assemblers and Fabricators, All Other shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 73% • SOC 51-2099.00
#70High confidenceAnalysisFKProduction • Manufacturing
Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 73% • SOC 51-9051.00
#71High confidenceWorkflowITProduction • Manufacturing
Inspectors, Testers, Sorters, Samplers, and Weighers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 73% • SOC 51-9061.00
#72High confidenceProductivityMAProduction • Manufacturing
Medical Appliance Technicians shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 73% • SOC 51-9082.00
#73Medium confidenceExecutionMAProduction • Manufacturing
Mixing and Blending Machine Setters, Operators, and Tenders shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 73% • SOC 51-9023.00
#74Low confidenceSystemsPAProduction • Manufacturing
Plant and System Operators, All Other shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 73% • SOC 51-8099.00
#75High confidenceExecutionCWProduction • Manufacturing
Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 72% • SOC 51-9192.00
#76High confidencePlanningEFProduction • Manufacturing
Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 72% • SOC 51-9041.00
#77High confidenceSystemsPPProduction • Manufacturing
Petroleum Pump System Operators, Refinery Operators, and Gaugers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 72% • SOC 51-8093.00
#78High confidenceToolingPPProduction • Manufacturing
Printing Press Operators shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 72% • SOC 51-5112.00
#79Low confidenceInsightTBProduction • Manufacturing
Tire Builders shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 72% • SOC 51-9197.00
#80Medium confidenceToolingCGProduction • Manufacturing
Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 71% • SOC 51-9021.00
#81Medium confidencePlanningFAProduction • Manufacturing
Fabric and Apparel Patternmakers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 71% • SOC 51-6092.00
#82High confidenceWorkflowFSProduction • Manufacturing
First-Line Supervisors of Production and Operating Workers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 71% • SOC 51-1011.00
#83Low confidenceSystemsFPProduction • Manufacturing
Food Processing Workers, All Other shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 71% • SOC 51-3099.00
#84High confidenceCoordinationMSProduction • Manufacturing
Molders, Shapers, and Casters, Except Metal and Plastic shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 71% • SOC 51-9195.00
#85High confidenceAnalysisPTProduction • Manufacturing
Prepress Technicians and Workers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 71% • SOC 51-5111.00
#86Medium confidenceAnalysisSMProduction • Manufacturing
Sawing Machine Setters, Operators, and Tenders, Wood shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 71% • SOC 51-7041.00
#87High confidenceWorkflowCPProduction • Manufacturing
Coating, Painting, and Spraying Machine Setters, Operators, and Tenders shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 70% • SOC 51-9124.00
#88High confidenceWorkflowFBProduction • Manufacturing
Food Batchmakers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 70% • SOC 51-3092.00
#89Medium confidencePlanningGPProduction • Manufacturing
Gas Plant Operators shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 70% • SOC 51-8092.00
#90High confidenceInsightMFProduction • Manufacturing
Metal-Refining Furnace Operators and Tenders shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 70% • SOC 51-4051.00
#91Low confidencePlanningPWProduction • Manufacturing
Production Workers, All Other shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 70% • SOC 51-9199.00
#92Medium confidenceAnalysisBProduction • Manufacturing
Bakers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 69% • SOC 51-3011.00
#93High confidenceSystemsBPProduction • Manufacturing
Biofuels Processing Technicians shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 69% • SOC 51-8099.01
#94Low confidenceSystemsCPProduction • Manufacturing
Chemical Plant and System Operators shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 68% • SOC 51-8091.00
#95Medium confidenceAnalysisFFProduction • Manufacturing
Furniture Finishers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 68% • SOC 51-7021.00
#96High confidenceWorkflowMMProduction • Manufacturing
Model Makers, Metal and Plastic shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 68% • SOC 51-4061.00
#97Medium confidenceAnalysisTBProduction • Manufacturing
Textile Bleaching and Dyeing Machine Operators and Tenders shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 68% • SOC 51-6061.00
#98High confidenceSystemsTDProduction • Manufacturing
Timing Device Assemblers and Adjusters shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 68% • SOC 51-2061.00
#99Medium confidenceToolingPBProduction • Manufacturing
Print Binding and Finishing Workers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 67% • SOC 51-5113.00
#100Low confidenceWorkflowSMProduction • Manufacturing
Structural Metal Fabricators and Fitters shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 67% • SOC 51-2041.00
#101Low confidenceWorkflowTCProduction • Manufacturing
Textile Cutting Machine Setters, Operators, and Tenders shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 67% • SOC 51-6062.00
#102High confidenceWorkflowPMProduction • Manufacturing
Potters, Manufacturing shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 66% • SOC 51-9195.05
#103High confidenceSystemsWMProduction • Manufacturing
Woodworking Machine Setters, Operators, and Tenders, Except Sawing shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 66% • SOC 51-7042.00
#104Medium confidenceToolingGAProduction • Manufacturing
Gem and Diamond Workers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 65% • SOC 51-9071.06
#105Medium confidenceWorkflowMMProduction • Manufacturing
Model Makers, Wood shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 65% • SOC 51-7031.00
#106High confidenceInsightNPProduction • Manufacturing
Nuclear Power Reactor Operators shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 65% • SOC 51-8011.00
#107Low confidenceProductivityPDProduction • Manufacturing
Power Distributors and Dispatchers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 65% • SOC 51-8012.00
#108Medium confidenceOperationsJAProduction • Manufacturing
Jewelers and Precious Stone and Metal Workers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 62% • SOC 51-9071.00
#109High confidenceExecutionTAProduction • Manufacturing
Tool and Die Makers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 62% • SOC 51-4111.00
#110Low confidenceProductivityTAProduction • Manufacturing
Textile, Apparel, and Furnishings Workers, All Other shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 61% • SOC 51-6099.00
#111High confidenceExecutionHPProduction • Manufacturing
Hydroelectric Plant Technicians shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 60% • SOC 51-8013.04
#112High confidenceInsightMProduction • Manufacturing
Machinists shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 60% • SOC 51-4041.00
#113High confidenceProductivitySEProduction • Manufacturing
Stationary Engineers and Boiler Operators is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 59% • SOC 51-8021.00
#114High confidenceWorkflowCNProduction • Manufacturing
Computer Numerically Controlled Tool Programmers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 56% • SOC 51-9162.00