Career guides

Each guide breaks down a role's AI exposure, the durable core, and where to pivot.

First-Line Supervisors of Non-Retail Sales Workers · Sales63 High First-Line Supervisors of Office and Administrative Support Workers · Administrative65 High First-Line Supervisors of Personal Service Workers · Personal Care62 Elevated First-Line Supervisors of Police and Detectives · Protective Service57 Elevated First-Line Supervisors of Production and Operating Workers · Production63 High First-Line Supervisors of Retail Sales Workers · Sales56 Elevated Fish and Game Wardens · Protective Service51 Elevated Fishing and Hunting Workers · Farming & Forestry41 Moderate Fitness and Wellness Coordinators · Management55 Elevated Flight Attendants · Transportation51 Elevated Floor Layers, Except Carpet, Wood, and Hard Tiles · Construction31 Low Floor Sanders and Finishers · Construction42 Moderate Floral Designers · Arts, Design & Media45 Moderate Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders · Production54 Elevated Food Batchmakers · Production55 Elevated Food Cooking Machine Operators and Tenders · Production57 Elevated Food Preparation Workers · Food Service41 Moderate Food Science Technicians · Science68 High Food Scientists and Technologists · Science59 Elevated Food Servers, Nonrestaurant · Food Service47 Moderate Food Service Managers · Management60 Elevated Foreign Language and Literature Teachers, Postsecondary · Education54 Elevated Forensic Science Technicians · Science57 Elevated Forest and Conservation Technicians · Science57 Elevated Forest and Conservation Workers · Farming & Forestry45 Moderate Forest Fire Inspectors and Prevention Specialists · Protective Service50 Elevated Foresters · Science55 Elevated Forestry and Conservation Science Teachers, Postsecondary · Education54 Elevated Forging Machine Setters, Operators, and Tenders, Metal and Plastic · Production51 Elevated Foundry Mold and Coremakers · Production41 Moderate Fraud Examiners, Investigators and Analysts · Business & Finance68 High Freight Forwarders · Administrative74 Very High Frontend Developer · Technology61 Elevated Fuel Cell Engineers · Architecture & Engineering60 Elevated Fundraisers · Business & Finance61 Elevated Funeral Attendants · Personal Care45 Moderate Funeral Home Managers · Management61 Elevated Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders · Production54 Elevated Furniture Finishers · Production31 Low Gambling and Sports Book Writers and Runners · Personal Care58 Elevated Gambling Cage Workers · Administrative64 High Gambling Change Persons and Booth Cashiers · Sales59 Elevated Gambling Dealers · Personal Care42 Moderate Gambling Managers · Management64 High Gambling Surveillance Officers and Gambling Investigators · Protective Service70 High Gas Compressor and Gas Pumping Station Operators · Transportation62 Elevated Gas Plant Operators · Production63 High Gem and Diamond Workers · Production57 Elevated General and Operations Managers · Management62 Elevated General Internal Medicine Physicians · Healthcare55 Elevated Genetic Counselors · Healthcare58 Elevated Geneticists · Science61 Elevated Geodetic Surveyors · Architecture & Engineering65 High Geographers · Science62 Elevated Geographic Information Systems Technologists and Technicians · Computer & Mathematical77 Very High Geography Teachers, Postsecondary · Education59 Elevated Geological Technicians, Except Hydrologic Technicians · Science68 High Geoscientists, Except Hydrologists and Geographers · Science57 Elevated Geothermal Production Managers · Management68 High Geothermal Technicians · Installation & Repair61 Elevated