Career guides

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

Engineering Manager · Technology44 Moderate Engineering Teachers, Postsecondary · Education56 Elevated English Language and Literature Teachers, Postsecondary · Education58 Elevated Environmental Compliance Inspectors · Business & Finance61 Elevated Environmental Economists · Science58 Elevated Environmental Engineering Technologists and Technicians · Architecture & Engineering58 Elevated Environmental Engineers · Architecture & Engineering58 Elevated Environmental Restoration Planners · Science53 Elevated Environmental Science and Protection Technicians, Including Health · Science61 Elevated Environmental Science Teachers, Postsecondary · Education56 Elevated Environmental Scientists and Specialists, Including Health · Science60 Elevated Epidemiologists · Science58 Elevated Equal Opportunity Representatives and Officers · Business & Finance65 High Etchers and Engravers · Production51 Elevated Excavating and Loading Machine and Dragline Operators, Surface Mining · Construction41 Moderate Executive Assistant · Administrative62 Elevated Executive Secretaries and Executive Administrative Assistants · Administrative75 Very High Exercise Physiologists · Healthcare48 Moderate Exercise Trainers and Group Fitness Instructors · Personal Care39 Low Explosives Workers, Ordnance Handling Experts, and Blasters · Construction51 Elevated Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic · Production50 Elevated Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers · Production57 Elevated Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders · Production55 Elevated Fabric and Apparel Patternmakers · Production55 Elevated Facilities Managers · Management64 High Fallers · Farming & Forestry27 Low Family and Consumer Sciences Teachers, Postsecondary · Education64 High Family Medicine Physicians · Healthcare47 Moderate Farm and Home Management Educators · Education50 Elevated Farm Equipment Mechanics and Service Technicians · Installation & Repair37 Low Farm Labor Contractors · Business & Finance58 Elevated Farmers, Ranchers, and Other Agricultural Managers · Management53 Elevated Farmworkers and Laborers, Crop, Nursery, and Greenhouse · Farming & Forestry45 Moderate Farmworkers, Farm, Ranch, and Aquacultural Animals · Farming & Forestry42 Moderate Fashion Designers · Arts, Design & Media52 Elevated Fast Food and Counter Workers · Food Service48 Moderate Fence Erectors · Construction41 Moderate Fiberglass Laminators and Fabricators · Production39 Low File Clerks · Administrative76 Very High Film and Video Editors · Arts, Design & Media61 Elevated Financial Advisor · Finance53 Elevated Financial Analyst · Finance62 Elevated Financial Examiners · Business & Finance65 High Financial Managers · Management71 High Financial Quantitative Analysts · Business & Finance63 High Fine Artists, Including Painters, Sculptors, and Illustrators · Arts, Design & Media42 Moderate Fire Inspectors and Investigators · Protective Service58 Elevated Fire-Prevention and Protection Engineers · Architecture & Engineering55 Elevated Firefighters · Protective Service44 Moderate First-Line Supervisors of Construction Trades and Extraction Workers · Construction53 Elevated First-Line Supervisors of Correctional Officers · Protective Service58 Elevated First-Line Supervisors of Farming, Fishing, and Forestry Workers · Farming & Forestry51 Elevated First-Line Supervisors of Firefighting and Prevention Workers · Protective Service52 Elevated First-Line Supervisors of Food Preparation and Serving Workers · Food Service56 Elevated First-Line Supervisors of Gambling Services Workers · Personal Care62 Elevated First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand · Transportation67 High First-Line Supervisors of Housekeeping and Janitorial Workers · Building & Grounds58 Elevated First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers · Building & Grounds54 Elevated First-Line Supervisors of Material-Moving Machine and Vehicle Operators · Transportation68 High First-Line Supervisors of Mechanics, Installers, and Repairers · Installation & Repair59 Elevated