Career guides

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

Recreational Therapists · Healthcare46 Moderate Recreational Vehicle Service Technicians · Installation & Repair35 Low Recruiter · Human Resources61 Elevated Recycling and Reclamation Workers · Transportation42 Moderate Recycling Coordinators · Transportation66 High Refractory Materials Repairers, Except Brickmasons · Installation & Repair35 Low Refuse and Recyclable Material Collectors · Transportation43 Moderate Registered Nurse · Healthcare35 Low Registered Nurses · Healthcare55 Elevated Regulatory Affairs Managers · Management66 High Regulatory Affairs Specialists · Business & Finance62 Elevated Rehabilitation Counselors · Community & Social Service59 Elevated Reinforcing Iron and Rebar Workers · Construction35 Low Remote Sensing Scientists and Technologists · Science68 High Remote Sensing Technicians · Science67 High Reservation and Transportation Ticket Agents and Travel Clerks · Administrative68 High Residential Advisors · Personal Care54 Elevated Respiratory Therapists · Healthcare54 Elevated Retail Loss Prevention Specialists · Protective Service65 High Retail Salespersons · Sales55 Elevated Riggers · Installation & Repair45 Moderate Risk Analyst · Finance58 Elevated Robotics Engineers · Architecture & Engineering62 Elevated Robotics Technicians · Architecture & Engineering59 Elevated Rock Splitters, Quarry · Construction32 Low Rolling Machine Setters, Operators, and Tenders, Metal and Plastic · Production55 Elevated Roof Bolters, Mining · Construction37 Low Roofers · Construction38 Low Rotary Drill Operators, Oil and Gas · Construction48 Moderate Roustabouts, Oil and Gas · Construction42 Moderate Sailors and Marine Oilers · Transportation47 Moderate Sales Engineer · Technology53 Elevated Sales Manager · Sales46 Moderate Sales Representative · Sales56 Elevated Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products · Sales66 High Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products · Sales57 Elevated Sawing Machine Setters, Operators, and Tenders, Wood · Production40 Moderate School Psychologists · Science48 Moderate Search Marketing Strategists · Business & Finance67 High Secondary School Teachers, Except Special and Career/Technical Education · Education53 Elevated Secretaries and Administrative Assistants, Except Legal, Medical, and Executive · Administrative77 Very High Securities, Commodities, and Financial Services Sales Agents · Sales70 High Security and Fire Alarm Systems Installers · Installation & Repair45 Moderate Security Guards · Protective Service62 Elevated Segmental Pavers · Construction41 Moderate Self-Enrichment Teachers · Education51 Elevated Semiconductor Processing Technicians · Production53 Elevated Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders · Production52 Elevated Septic Tank Servicers and Sewer Pipe Cleaners · Construction41 Moderate Service Unit Operators, Oil and Gas · Construction51 Elevated Set and Exhibit Designers · Arts, Design & Media45 Moderate Sewers, Hand · Production44 Moderate Sewing Machine Operators · Production39 Low Shampooers · Personal Care37 Low Sheet Metal Workers · Construction50 Elevated Ship Engineers · Transportation51 Elevated Shipping, Receiving, and Inventory Clerks · Administrative70 High Shoe and Leather Workers and Repairers · Production39 Low Shoe Machine Operators and Tenders · Production46 Moderate Signal and Track Switch Repairers · Installation & Repair42 Moderate