Career guides

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

Postal Service Mail Carriers · Administrative48 Moderate Postal Service Mail Sorters, Processors, and Processing Machine Operators · Administrative54 Elevated Postmasters and Mail Superintendents · Management74 Very High Potters, Manufacturing · Production41 Moderate Pourers and Casters, Metal · Production40 Moderate Power Distributors and Dispatchers · Production71 High Power Plant Operators · Production57 Elevated Precision Agriculture Technicians · Science62 Elevated Prepress Technicians and Workers · Production64 High Preschool Teachers, Except Special Education · Education37 Low Pressers, Textile, Garment, and Related Materials · Production42 Moderate Preventive Medicine Physicians · Healthcare47 Moderate Print Binding and Finishing Workers · Production47 Moderate Printing Press Operators · Production54 Elevated Private Detectives and Investigators · Protective Service63 High Probation Officers and Correctional Treatment Specialists · Community & Social Service63 High Procurement Clerks · Administrative76 Very High Procurement Specialist · Operations63 High Producers and Directors · Arts, Design & Media55 Elevated Product Manager · Technology48 Moderate Product Marketing Manager · Marketing52 Elevated Production, Planning, and Expediting Clerks · Administrative72 Very High Program Manager · Operations48 Moderate Project Coordinator · Operations58 Elevated Project Manager · Operations51 Elevated Proofreader · Media77 Very High Proofreaders and Copy Markers · Administrative78 Very High Property, Real Estate, and Community Association Managers · Management62 Elevated Prosthodontists · Healthcare51 Elevated Psychiatric Aides · Healthcare Support48 Moderate Psychiatric Technicians · Healthcare49 Elevated Psychiatrists · Healthcare49 Elevated Psychologist · Healthcare29 Low Psychology Teachers, Postsecondary · Education61 Elevated Public Relations Specialist · Marketing59 Elevated Public Safety Telecommunicators · Administrative72 Very High Pump Operators, Except Wellhead Pumpers · Transportation57 Elevated Purchasing Agents, Except Wholesale, Retail, and Farm Products · Business & Finance71 High Purchasing Managers · Management72 Very High QA Engineer · Technology62 Elevated Quality Control Analysts · Science70 High Quality Control Systems Managers · Management69 High Radiation Therapists · Healthcare61 Elevated Radio Frequency Identification Device Specialists · Architecture & Engineering61 Elevated Radio, Cellular, and Tower Equipment Installers and Repairers · Installation & Repair49 Elevated Radiologic Technologists and Technicians · Healthcare58 Elevated Radiologists · Healthcare60 Elevated Rail Car Repairers · Installation & Repair38 Low Rail Yard Engineers, Dinkey Operators, and Hostlers · Transportation49 Elevated Rail-Track Laying and Maintenance Equipment Operators · Construction44 Moderate Railroad Brake, Signal, and Switch Operators and Locomotive Firers · Transportation46 Moderate Railroad Conductors and Yardmasters · Transportation56 Elevated Range Managers · Science57 Elevated Real Estate Agent · Professional54 Elevated Real Estate Brokers · Sales69 High Real Estate Sales Agents · Sales61 Elevated Receptionist · Administrative70 High Receptionists and Information Clerks · Administrative70 High Recreation and Fitness Studies Teachers, Postsecondary · Education59 Elevated Recreation Workers · Personal Care54 Elevated