Career guides

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

Data Warehousing Specialists · Computer & Mathematical70 High Database Administrator · Technology61 Elevated Database Architects · Computer & Mathematical71 High Demonstrators and Product Promoters · Sales43 Moderate Dental Assistants · Healthcare Support53 Elevated Dental Hygienist · Healthcare33 Low Dental Laboratory Technicians · Production54 Elevated Dentists, General · Healthcare53 Elevated Dermatologists · Healthcare46 Moderate Derrick Operators, Oil and Gas · Construction42 Moderate Desktop Publishers · Administrative66 High Detectives and Criminal Investigators · Protective Service58 Elevated DevOps Engineer · Technology57 Elevated Diagnostic Medical Sonographers · Healthcare57 Elevated Dietetic Technicians · Healthcare64 High Dietitian · Healthcare37 Low Dietitians and Nutritionists · Healthcare55 Elevated Dining Room and Cafeteria Attendants and Bartender Helpers · Food Service35 Low Directors, Religious Activities and Education · Community & Social Service47 Moderate Dishwashers · Food Service45 Moderate Dispatchers, Except Police, Fire, and Ambulance · Administrative75 Very High Document Management Specialists · Computer & Mathematical76 Very High Door-to-Door Sales Workers, News and Street Vendors, and Related Workers · Sales53 Elevated Dredge Operators · Transportation39 Low Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic · Production55 Elevated Driver/Sales Workers · Transportation53 Elevated Drywall and Ceiling Tile Installers · Construction34 Low Earth Drillers, Except Oil and Gas · Construction37 Low Economics Teachers, Postsecondary · Education58 Elevated Economists · Science58 Elevated Editors · Arts, Design & Media67 High Education Administrators, Kindergarten through Secondary · Management54 Elevated Education Administrators, Postsecondary · Management54 Elevated Education and Childcare Administrators, Preschool and Daycare · Management54 Elevated Education Teachers, Postsecondary · Education59 Elevated Educational, Guidance, and Career Counselors and Advisors · Community & Social Service56 Elevated Electric Motor, Power Tool, and Related Repairers · Installation & Repair44 Moderate Electrical and Electronic Engineering Technologists and Technicians · Architecture & Engineering61 Elevated Electrical and Electronic Equipment Assemblers · Production47 Moderate Electrical and Electronics Drafters · Architecture & Engineering68 High Electrical and Electronics Installers and Repairers, Transportation Equipment · Installation & Repair45 Moderate Electrical and Electronics Repairers, Commercial and Industrial Equipment · Installation & Repair55 Elevated Electrical and Electronics Repairers, Powerhouse, Substation, and Relay · Installation & Repair62 Elevated Electrical Engineer · Engineering48 Moderate Electrical Power-Line Installers and Repairers · Installation & Repair35 Low Electrician · Trades31 Low Electro-Mechanical and Mechatronics Technologists and Technicians · Architecture & Engineering58 Elevated Electromechanical Equipment Assemblers · Production50 Elevated Electronic Equipment Installers and Repairers, Motor Vehicles · Installation & Repair43 Moderate Electronics Engineers, Except Computer · Architecture & Engineering56 Elevated Elementary School Teacher · Education37 Low Elementary School Teachers, Except Special Education · Education46 Moderate Elevator and Escalator Installers and Repairers · Construction50 Elevated Eligibility Interviewers, Government Programs · Administrative75 Very High Embalmers · Personal Care51 Elevated Emergency Management Directors · Management54 Elevated Endoscopy Technicians · Healthcare Support61 Elevated Energy Auditors · Construction58 Elevated Energy Engineers, Except Wind and Solar · Architecture & Engineering59 Elevated Engine and Other Machine Assemblers · Production40 Moderate