Career guides

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

Machine Learning Engineer · Technology54 Elevated Machinists · Production55 Elevated Magnetic Resonance Imaging Technologists · Healthcare66 High Maids and Housekeeping Cleaners · Building & Grounds35 Low Mail Clerks and Mail Machine Operators, Except Postal Service · Administrative60 Elevated Maintenance and Repair Workers, General · Installation & Repair53 Elevated Maintenance Workers, Machinery · Installation & Repair50 Elevated Makeup Artists, Theatrical and Performance · Personal Care40 Moderate Management Analysts · Business & Finance63 High Manicurists and Pedicurists · Personal Care38 Low Manufactured Building and Mobile Home Installers · Installation & Repair34 Low Manufacturing Engineers · Architecture & Engineering63 High Marine Engineers and Naval Architects · Architecture & Engineering54 Elevated Market Research Analyst · Marketing67 High Market Research Analysts and Marketing Specialists · Business & Finance69 High Marketing Manager · Marketing55 Elevated Marriage and Family Therapists · Community & Social Service47 Moderate Massage Therapists · Healthcare Support42 Moderate Materials Engineers · Architecture & Engineering58 Elevated Materials Scientists · Science56 Elevated Mathematical Science Teachers, Postsecondary · Education54 Elevated Mathematicians · Computer & Mathematical59 Elevated Meat, Poultry, and Fish Cutters and Trimmers · Production49 Elevated Mechanical Door Repairers · Installation & Repair38 Low Mechanical Drafters · Architecture & Engineering67 High Mechanical Engineer · Engineering48 Moderate Mechanical Engineering Technologists and Technicians · Architecture & Engineering58 Elevated Mechatronics Engineers · Architecture & Engineering61 Elevated Media Programming Directors · Arts, Design & Media63 High Media Technical Directors/Managers · Arts, Design & Media59 Elevated Medical and Clinical Laboratory Technicians · Healthcare65 High Medical and Clinical Laboratory Technologists · Healthcare63 High Medical and Health Services Managers · Management68 High Medical Appliance Technicians · Production40 Moderate Medical Assistants · Healthcare Support64 High Medical Biller · Healthcare73 Very High Medical Dosimetrists · Healthcare67 High Medical Equipment Preparers · Healthcare Support60 Elevated Medical Equipment Repairers · Installation & Repair56 Elevated Medical Scientists, Except Epidemiologists · Science60 Elevated Medical Secretaries and Administrative Assistants · Administrative78 Very High Medical Transcriptionist · Healthcare77 Very High Meeting, Convention, and Event Planners · Business & Finance58 Elevated Mental Health and Substance Abuse Social Workers · Community & Social Service55 Elevated Mental Health Counselor · Healthcare31 Low Merchandise Displayers and Window Trimmers · Arts, Design & Media36 Low Metal-Refining Furnace Operators and Tenders · Production51 Elevated Meter Readers, Utilities · Administrative59 Elevated Microbiologists · Science62 Elevated Microsystems Engineers · Architecture & Engineering56 Elevated Middle School Teachers, Except Special and Career/Technical Education · Education52 Elevated Midwives · Healthcare45 Moderate Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic · Production50 Elevated Millwrights · Installation & Repair49 Elevated Mining and Geological Engineers, Including Mining Safety Engineers · Architecture & Engineering62 Elevated Mixing and Blending Machine Setters, Operators, and Tenders · Production52 Elevated Mobile Heavy Equipment Mechanics, Except Engines · Installation & Repair47 Moderate Model Makers, Metal and Plastic · Production48 Moderate Model Makers, Wood · Production46 Moderate Models · Sales43 Moderate