Career guides

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

Computer Numerically Controlled Tool Operators · Production57 Elevated Computer Numerically Controlled Tool Programmers · Production70 High Computer Programmers · Computer & Mathematical66 High Computer Science Teachers, Postsecondary · Education58 Elevated Computer Systems Analysts · Computer & Mathematical73 Very High Computer Systems Engineers/Architects · Computer & Mathematical71 High Computer User Support Specialists · Computer & Mathematical66 High Computer, Automated Teller, and Office Machine Repairers · Installation & Repair53 Elevated Concierges · Personal Care60 Elevated Conservation Scientists · Science59 Elevated Construction and Building Inspectors · Construction59 Elevated Construction Laborers · Construction39 Low Construction Manager · Engineering41 Moderate Content Strategist · Marketing57 Elevated Continuous Mining Machine Operators · Construction34 Low Contract Manager · Legal60 Elevated Control and Valve Installers and Repairers, Except Mechanical Door · Installation & Repair48 Moderate Conveyor Operators and Tenders · Transportation51 Elevated Cooks, Fast Food · Food Service38 Low Cooks, Institution and Cafeteria · Food Service43 Moderate Cooks, Private Household · Food Service41 Moderate Cooks, Restaurant · Food Service42 Moderate Cooks, Short Order · Food Service43 Moderate Cooling and Freezing Equipment Operators and Tenders · Production54 Elevated Copywriter · Marketing69 High Coroners · Business & Finance60 Elevated Corporate Trainer · Education51 Elevated Correctional Officers and Jailers · Protective Service58 Elevated Correspondence Clerks · Administrative82 Very High Cost Estimators · Business & Finance67 High Costume Attendants · Personal Care47 Moderate Counter and Rental Clerks · Sales67 High Couriers and Messengers · Administrative56 Elevated Court Reporters and Simultaneous Captioners · Arts, Design & Media84 Very High Court, Municipal, and License Clerks · Administrative80 Very High Craft Artists · Arts, Design & Media44 Moderate Crane and Tower Operators · Transportation46 Moderate Credit Analyst · Finance69 High Credit Authorizers, Checkers, and Clerks · Administrative83 Very High Credit Counselors · Business & Finance73 Very High Criminal Justice and Law Enforcement Teachers, Postsecondary · Education63 High Critical Care Nurses · Healthcare49 Elevated Crossing Guards and Flaggers · Protective Service34 Low Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders · Production52 Elevated Curators · Education55 Elevated Curriculum Developer · Education55 Elevated Customer Service Representative · Support72 Very High Customer Success Manager · Support48 Moderate Customs and Border Protection Officers · Protective Service65 High Customs Brokers · Business & Finance78 Very High Cutters and Trimmers, Hand · Production41 Moderate Cutting and Slicing Machine Setters, Operators, and Tenders · Production53 Elevated Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic · Production46 Moderate Cytogenetic Technologists · Healthcare69 High Cytotechnologists · Healthcare64 High Dancers · Arts, Design & Media31 Low Data Analyst · Technology59 Elevated Data Entry Clerk · Administrative83 Very High Data Entry Keyers · Administrative81 Very High Data Scientist · Technology56 Elevated