By industry

Production • Manufacturing

A large share of Sewing Machine Operators tasks are currently automatable in Meat Processed from Carcasses.

Exposure benchmark: 94% • SOC 51-6031.00

Production • Manufacturing

A large share of Etchers and Engravers tasks are currently automatable in Perishable Prepared Food Manufacturing.

Exposure benchmark: 90% • SOC 51-9194.00

Production • Manufacturing

A large share of Shoe Machine Operators and Tenders tasks are currently automatable in Commercial Bakeries.

Exposure benchmark: 88% • SOC 51-6042.00

Production • 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

Production • 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

Production • 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

Production • 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

Production • 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

Production • Manufacturing

Cutters and Trimmers, Hand shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 79% • SOC 51-9031.00

Production • 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

Production • 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

Production • 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

Production • Manufacturing

Butchers and Meat Cutters shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 76% • SOC 51-3021.00

Production • Manufacturing

Patternmakers, Metal and Plastic shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 76% • SOC 51-4062.00

Production • Manufacturing

Electromechanical Equipment Assemblers shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 75% • SOC 51-2023.00

Production • 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

Production • 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

Production • 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

Production • 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

Production • 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

Production • 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

Production • 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

Architecture and Engineering • Manufacturing

Mechanical Engineering Technologists and Technicians shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 70% • SOC 17-3027.00

Production • 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

Production • 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

Installation, 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

Installation, 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

Architecture and Engineering • Manufacturing

Aerospace Engineering and Operations Technologists and Technicians shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 64% • SOC 17-3021.00

Architecture and Engineering • Manufacturing

Architectural and Civil Drafters shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 64% • SOC 17-3011.00

Installation, 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

Architecture and Engineering • Manufacturing

Engineers, All Other shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 63% • SOC 17-2199.00

Production • 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

Architecture and Engineering • Manufacturing

Civil Engineering Technologists and Technicians shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 61% • SOC 17-3022.00

Installation, 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

Installation, 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

Installation, 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

Installation, Maintenance, and Repair • Manufacturing

Riggers shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 60% • SOC 49-9096.00

Installation, 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

Architecture and Engineering • Manufacturing

Mechatronics Engineers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 59% • SOC 17-2199.05

Production • 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

Architecture and Engineering • Manufacturing

Marine Engineers and Naval Architects is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 58% • SOC 17-2121.00

Installation, 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

Installation, 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

Installation, 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

Architecture and Engineering • Manufacturing

Materials Engineers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 56% • SOC 17-2131.00

Architecture and Engineering • Manufacturing

Wind Energy Engineers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 56% • SOC 17-2199.10

Installation, 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

Installation, 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

Architecture and Engineering • Manufacturing

Bioengineers and Biomedical Engineers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 54% • SOC 17-2031.00

Installation, 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