By skill

Production • 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

Building and Grounds Cleaning and Maintenance • Other Services (except Public Administration)

A large share of Maids and Housekeeping Cleaners tasks are currently automatable in All Other Personal Services.

Exposure benchmark: 95% • SOC 37-2012.00

Production • 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

Farming, Fishing, and Forestry • Agriculture, Forestry, Fishing and Hunting

A large share of Agricultural Equipment Operators tasks are currently automatable in Other Aquaculture.

Exposure benchmark: 94% • SOC 45-2091.00

Building and Grounds Cleaning and Maintenance • Administrative and Support and Waste Management and Remediation Services

A large share of Landscaping and Groundskeeping Workers tasks are currently automatable in Court Reporting and Stenotype Services.

Exposure benchmark: 94% • SOC 37-3011.00

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 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

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 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

Production • 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

Farming, Fishing, and Forestry • Agriculture, Forestry, Fishing and Hunting

A large share of Fishing and Hunting Workers tasks are currently automatable in Dairy Cattle and Milk Production.

Exposure benchmark: 89% • SOC 45-3031.00

Production • Manufacturing

A large share of Foundry Mold and Coremakers tasks are currently automatable in Steel Investment Foundries.

Exposure benchmark: 89% • SOC 51-4071.00

Production • 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

Production • 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

Production • 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

Production • 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

Production • 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

Production • 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

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 Engine and Other Machine Assemblers tasks are currently automatable in Small Arms Ammunition Manufacturing.

Exposure benchmark: 87% • SOC 51-2031.00

Production • 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

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 Upholsterers tasks are currently automatable in Computer Storage Device Manufacturing.

Exposure benchmark: 87% • SOC 51-6093.00

Production • 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

Production • 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

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 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

Production • Manufacturing

A large share of Welders, Cutters, Solderers, and Brazers tasks are currently automatable in Wood Preservation.

Exposure benchmark: 84% • SOC 51-4121.00

Production • 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

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 Helpers--Production Workers tasks are currently automatable in Stationery Product Manufacturing.

Exposure benchmark: 83% • SOC 51-9198.00

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

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

Production • 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

Building and Grounds Cleaning and Maintenance • Other Services (except Public Administration)

A large share of Tree Trimmers and Pruners tasks are currently automatable in Labor Unions and Similar Labor Organizations.

Exposure benchmark: 83% • SOC 37-3013.00

Production • 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

Construction and Extraction • Mining, Quarrying, and Oil and Gas Extraction

A large share of Floor Sanders and Finishers tasks are currently automatable in Iron Ore Mining.

Exposure benchmark: 82% • SOC 47-2043.00

Production • 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

Building and Grounds Cleaning and Maintenance • Administrative and Support and Waste Management and Remediation Services

A large share of Pest Control Workers tasks are currently automatable in Professional Employer Organizations.

Exposure benchmark: 82% • SOC 37-2021.00

Production • 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

Production • 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

Production • 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

Production • Manufacturing

A large share of Biomass Plant Technicians tasks are currently automatable in Other Communications Equipment Manufacturing.

Exposure benchmark: 81% • SOC 51-8013.03

Production • 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

Building and Grounds Cleaning and Maintenance • Administrative and Support and Waste Management and Remediation Services

A large share of Pesticide Handlers, Sprayers, and Applicators, Vegetation tasks are currently automatable in Repossession Services.

Exposure benchmark: 81% • SOC 37-3012.00

Production • 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

Farming, Fishing, and Forestry • Agriculture, Forestry, Fishing and Hunting

A large share of Agricultural Inspectors tasks are currently automatable in Strawberry Farming.

Exposure benchmark: 80% • SOC 45-2011.00

Production • 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

Production • 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