Career guides

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

Glass Blowers, Molders, Benders, and Finishers · Production45 Moderate Glaziers · Construction38 Low Government Property Inspectors and Investigators · Business & Finance62 Elevated Graders and Sorters, Agricultural Products · Farming & Forestry44 Moderate Graphic Designer · Creative63 High Grinding and Polishing Workers, Hand · Production41 Moderate Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic · Production55 Elevated Hairdressers, Hairstylists, and Cosmetologists · Personal Care38 Low Hairstylist · Personal Care27 Low Hazardous Materials Removal Workers · Construction45 Moderate Health and Safety Engineers, Except Mining Safety Engineers and Inspectors · Architecture & Engineering59 Elevated Health Education Specialists · Community & Social Service64 High Health Informatics Specialists · Computer & Mathematical66 High Health Information Technician · Healthcare64 High Health Specialties Teachers, Postsecondary · Education52 Elevated Healthcare Social Workers · Community & Social Service47 Moderate Hearing Aid Specialists · Healthcare55 Elevated Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic · Production50 Elevated Heating, Air Conditioning, and Refrigeration Mechanics and Installers · Installation & Repair44 Moderate Heavy and Tractor-Trailer Truck Drivers · Transportation51 Elevated Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters · Construction35 Low Helpers--Carpenters · Construction32 Low Helpers--Electricians · Construction41 Moderate Helpers--Extraction Workers · Construction43 Moderate Helpers--Installation, Maintenance, and Repair Workers · Installation & Repair42 Moderate Helpers--Painters, Paperhangers, Plasterers, and Stucco Masons · Construction30 Low Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters · Construction29 Low Helpers--Production Workers · Production47 Moderate Helpers--Roofers · Construction39 Low High School Teacher · Education39 Low Highway Maintenance Workers · Construction44 Moderate Historians · Science61 Elevated History Teachers, Postsecondary · Education64 High Histotechnologists · Healthcare65 High Hoist and Winch Operators · Transportation43 Moderate Home Appliance Repairers · Installation & Repair44 Moderate Home Health Aides · Healthcare Support42 Moderate Hospitalists · Healthcare50 Elevated Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop · Food Service47 Moderate Hotel, Motel, and Resort Desk Clerks · Administrative70 High HR Business Partner · Human Resources49 Elevated HR Manager · Human Resources48 Moderate HR Specialist · Human Resources60 Elevated Human Factors Engineers and Ergonomists · Architecture & Engineering57 Elevated Human Resources Assistants, Except Payroll and Timekeeping · Administrative82 Very High Human Resources Managers · Management61 Elevated Human Resources Specialists · Business & Finance74 Very High HVAC Technician · Trades31 Low Hydroelectric Plant Technicians · Production53 Elevated Hydroelectric Production Managers · Management67 High Hydrologists · Science58 Elevated Implementation Specialist · Technology52 Elevated Industrial Ecologists · Science61 Elevated Industrial Engineering Technologists and Technicians · Architecture & Engineering58 Elevated Industrial Engineers · Architecture & Engineering62 Elevated Industrial Machinery Mechanics · Installation & Repair49 Elevated Industrial Production Managers · Management60 Elevated Industrial Truck and Tractor Operators · Transportation46 Moderate Industrial-Organizational Psychologists · Science58 Elevated Information Security Analysts · Computer & Mathematical67 High