Risk-tier index · updated 2026-08-20
Moderate AI Task-Exposure Jobs
Careers with modeled AI task-exposure scores from 35% to 64%. Exposure describes tasks that AI may assist or automate—not the probability of job loss.
123 job reports
Current dataset, ordered by modeled exposure.
SOC Analyst
Tech · 2–4 years impact window64%Loan Officer
Finance & Legal · 2–4 years impact window63%University Lecturer (Intro Courses)
Education · 2–4 years impact window63%Credit Analysts
Finance & Legal · 2–4 years impact window62%Financial and Investment Analysts
Finance & Legal · 2–4 years impact window62%Product Manager
Tech · 2–4 years impact window62%Budget Analysts
Finance & Legal · 2–4 years impact window61%Real Estate Agent
Customer-Facing · 2–4 years impact window61%E-commerce Manager
Marketing & Sales · 2–4 years impact window60%HR Recruiter (Sourcing)
Admin & Ops · 2–4 years impact window60%Labor Relations Specialists
Finance & Legal · 2–4 years impact window60%Radiologist (Image Screening)
Healthcare · 2–4 years impact window60%Human Resources Specialists
Finance & Legal · 2–4 years impact window59%Animator / Motion Designer
Creative & Design · 2–4 years impact window58%Business Analyst
Admin & Ops · 2–4 years impact window58%Digital Marketing Specialist
Marketing & Sales · 2–4 years impact window58%Financial Risk Specialists
Finance & Legal · 2–4 years impact window58%Junior Graphic Designer
Creative & Design · 2–4 years impact window58%Parts Salespersons
Marketing & Sales · 2–4 years impact window58%Test/Essay Grader
Education · 2–4 years impact window58%Accountants and Auditors
Finance & Legal · 2–4 years impact window57%Financial Specialists, All Other
Finance & Legal · 2–4 years impact window57%Receptionist / Front Desk
Admin & Ops · 2–4 years impact window57%Sales and Related Workers, All Other
Marketing & Sales · 2–4 years impact window57%Sales Engineers
Marketing & Sales · 2–4 years impact window57%3D Artist
Creative & Design · 2–4 years impact window56%Insurance Underwriters
Finance & Legal · 2–4 years impact window56%Data Scientist
Tech · 2–4 years impact window55%Instructional Designer
Education · 2–4 years impact window55%Management Analysts
Finance & Legal · 2–4 years impact window55%Power Plant Operators
Trades & Physical · 2–4 years impact window55%Gas Plant Operators
Trades & Physical · 2–4 years impact window54%Project Management Specialists
Finance & Legal · 2–4 years impact window54%Truck Driver (Long-Haul)
Trades & Physical · 2–4 years impact window54%Financial Auditor
Finance & Legal · 2–4 years impact window53%Nuclear Power Reactor Operators
Trades & Physical · 2–4 years impact window53%Real Estate Sales Agents
Marketing & Sales · 2–4 years impact window53%Advertising Sales Agents
Marketing & Sales · 2–4 years impact window52%Compliance Officer
Finance & Legal · 2–4 years impact window52%Operations Research Analysts
Tech · 2–4 years impact window52%Paralegal (Document Review)
Finance & Legal · 2–4 years impact window52%Paralegals and Legal Assistants
Finance & Legal · 2–4 years impact window52%Social Media Manager (Scheduling)
Marketing & Sales · 2–4 years impact window52%Actuaries
Tech · 2–4 years impact window51%Computer Systems Analysts
Tech · 2–4 years impact window51%Insurance Sales Agents
Marketing & Sales · 2–4 years impact window51%Lawyers
Finance & Legal · 2–4 years impact window50%Mathematicians
Tech · 2–4 years impact window50%Retail Salespersons
Marketing & Sales · 2–4 years impact window50%Software Developers
Tech · 2–4 years impact window50%Woodworkers, All Other
Trades & Physical · 2–4 years impact window50%Sewing Machine Operators
Trades & Physical · 2–4 years impact window49%Web Developers
Tech · 2–4 years impact window49%Administrative Law Judges, Adjudicators, and Hearing Officers
Finance & Legal · 2–4 years impact window48%Data Engineer
Tech · 2–4 years impact window48%Designers, All Other
Creative & Design · 2–4 years impact window48%Medical Appliance Technicians
Trades & Physical · 2–4 years impact window48%Motorboat Operators
Trades & Physical · 2–4 years impact window48%Printing Press Operators
Trades & Physical · 2–4 years impact window48%Software Quality Assurance Analysts and Testers
Tech · 2–4 years impact window48%Computer Network Support Specialists
Tech · 2–4 years impact window47%Crane and Tower Operators
Trades & Physical · 2–4 years impact window47%IT Help Desk (Tier 1)
Tech · 2–4 years impact window47%Junior Frontend Developer
Tech · 2–4 years impact window47%Light Truck Drivers
Trades & Physical · 2–4 years impact window47%Machinists
Trades & Physical · 2–4 years impact window47%Market Research Analyst
Marketing & Sales · 2–4 years impact window47%Mobile App Developer
Tech · 2–4 years impact window47%Title Examiners, Abstractors, and Searchers
Finance & Legal · 2–4 years impact window47%Writers and Authors
Creative & Design · 2–4 years impact window47%Bus Drivers, School
Trades & Physical · 2–4 years impact window46%Copywriter (Ad/Marketing)
Writing & Media · 2–4 years impact window46%First-Line Supervisors of Retail Sales Workers
Marketing & Sales · 2–4 years impact window46%Interior Designers
Creative & Design · 2–4 years impact window46%Judges, Magistrate Judges, and Magistrates
Finance & Legal · 2–4 years impact window46%Set and Exhibit Designers
Creative & Design · 2–4 years impact window46%Software Engineer
Tech · 2–4 years impact window46%Web and Digital Interface Designers
Tech · 2–4 years impact window46%Arbitrators, Mediators, and Conciliators
Finance & Legal · 2–4 years impact window45%Computer User Support Specialists
Tech · 2–4 years impact window45%Delivery Driver
Trades & Physical · 2–4 years impact window45%Dental Laboratory Technicians
Trades & Physical · 2–4 years impact window45%Dredge Operators
Trades & Physical · 2–4 years impact window45%Public Relations Specialists
Creative & Design · 2–4 years impact window45%Statisticians
Tech · 2–4 years impact window45%Technical Writers
Creative & Design · 2–4 years impact window45%Credit Counselors
Finance & Legal · 2–4 years impact window44%Graphic Designers
Creative & Design · 2–4 years impact window44%Helpers--Production Workers
Trades & Physical · 2–4 years impact window44%Information Security Analysts
Tech · 2–4 years impact window44%Legal Support Workers, All Other
Finance & Legal · 2–4 years impact window44%Machine Learning Engineer
Tech · 2–4 years impact window44%Warehouse Picker/Packer
Admin & Ops · 2–4 years impact window44%Broadcast Technicians
Creative & Design · 2–4 years impact window43%Executive Assistant
Admin & Ops · 2–4 years impact window43%Fashion Designers
Creative & Design · 2–4 years impact window43%Hoist and Winch Operators
Trades & Physical · 2–4 years impact window43%Logo Designer
Creative & Design · 2–4 years impact window43%Music Producer
Writing & Media · 2–4 years impact window43%Pharmacist (Dispensing)
Healthcare · 2–4 years impact window43%Taxi Drivers
Trades & Physical · 2–4 years impact window43%UX/UI Designer
Creative & Design · 2–4 years impact window43%AI Engineer
Tech · 2–4 years impact window42%Content Creator / YouTuber
Writing & Media · 2–4 years impact window42%Floral Designers
Creative & Design · 2–4 years impact window42%Production Workers, All Other
Trades & Physical · 2–4 years impact window42%Screenwriter
Writing & Media · 2–4 years impact window42%Translator (Literary)
Writing & Media · 2–4 years impact window42%Driver/Sales Workers
Trades & Physical · 2–4 years impact window41%Audio and Video Technicians
Creative & Design · 2–4 years impact window40%Lighting Technicians
Creative & Design · 2–4 years impact window40%Game Developer
Tech · 2–4 years impact window38%Locomotive Engineers
Trades & Physical · 2–4 years impact window38%Podcast Host / Producer
Writing & Media · 2–4 years impact window38%Ship Engineers
Trades & Physical · 2–4 years impact window38%Video Editor (Short-Form/Social)
Writing & Media · 2–4 years impact window38%Agricultural Equipment Operators
Trades & Physical · 2–4 years impact window36%Fundraising Managers
Admin & Ops · 2–4 years impact window36%Maids and Housekeeping Cleaners
Trades & Physical · 2–4 years impact window36%Management Consultant
Admin & Ops · 2–4 years impact window36%Cybersecurity Analyst
Tech · 2–4 years impact window35%Purchasing Managers
Admin & Ops · 2–4 years impact window35%Tree Trimmers and Pruners
Trades & Physical · 2–4 years impact window35%
Tech · 2–4 years impact window64%Loan Officer
Finance & Legal · 2–4 years impact window63%University Lecturer (Intro Courses)
Education · 2–4 years impact window63%Credit Analysts
Finance & Legal · 2–4 years impact window62%Financial and Investment Analysts
Finance & Legal · 2–4 years impact window62%Product Manager
Tech · 2–4 years impact window62%Budget Analysts
Finance & Legal · 2–4 years impact window61%Real Estate Agent
Customer-Facing · 2–4 years impact window61%E-commerce Manager
Marketing & Sales · 2–4 years impact window60%HR Recruiter (Sourcing)
Admin & Ops · 2–4 years impact window60%Labor Relations Specialists
Finance & Legal · 2–4 years impact window60%Radiologist (Image Screening)
Healthcare · 2–4 years impact window60%Human Resources Specialists
Finance & Legal · 2–4 years impact window59%Animator / Motion Designer
Creative & Design · 2–4 years impact window58%Business Analyst
Admin & Ops · 2–4 years impact window58%Digital Marketing Specialist
Marketing & Sales · 2–4 years impact window58%Financial Risk Specialists
Finance & Legal · 2–4 years impact window58%Junior Graphic Designer
Creative & Design · 2–4 years impact window58%Parts Salespersons
Marketing & Sales · 2–4 years impact window58%Test/Essay Grader
Education · 2–4 years impact window58%Accountants and Auditors
Finance & Legal · 2–4 years impact window57%Financial Specialists, All Other
Finance & Legal · 2–4 years impact window57%Receptionist / Front Desk
Admin & Ops · 2–4 years impact window57%Sales and Related Workers, All Other
Marketing & Sales · 2–4 years impact window57%Sales Engineers
Marketing & Sales · 2–4 years impact window57%3D Artist
Creative & Design · 2–4 years impact window56%Insurance Underwriters
Finance & Legal · 2–4 years impact window56%Data Scientist
Tech · 2–4 years impact window55%Instructional Designer
Education · 2–4 years impact window55%Management Analysts
Finance & Legal · 2–4 years impact window55%Power Plant Operators
Trades & Physical · 2–4 years impact window55%Gas Plant Operators
Trades & Physical · 2–4 years impact window54%Project Management Specialists
Finance & Legal · 2–4 years impact window54%Truck Driver (Long-Haul)
Trades & Physical · 2–4 years impact window54%Financial Auditor
Finance & Legal · 2–4 years impact window53%Nuclear Power Reactor Operators
Trades & Physical · 2–4 years impact window53%Real Estate Sales Agents
Marketing & Sales · 2–4 years impact window53%Advertising Sales Agents
Marketing & Sales · 2–4 years impact window52%Compliance Officer
Finance & Legal · 2–4 years impact window52%Operations Research Analysts
Tech · 2–4 years impact window52%Paralegal (Document Review)
Finance & Legal · 2–4 years impact window52%Paralegals and Legal Assistants
Finance & Legal · 2–4 years impact window52%Social Media Manager (Scheduling)
Marketing & Sales · 2–4 years impact window52%Actuaries
Tech · 2–4 years impact window51%Computer Systems Analysts
Tech · 2–4 years impact window51%Insurance Sales Agents
Marketing & Sales · 2–4 years impact window51%Lawyers
Finance & Legal · 2–4 years impact window50%Mathematicians
Tech · 2–4 years impact window50%Retail Salespersons
Marketing & Sales · 2–4 years impact window50%Software Developers
Tech · 2–4 years impact window50%Woodworkers, All Other
Trades & Physical · 2–4 years impact window50%Sewing Machine Operators
Trades & Physical · 2–4 years impact window49%Web Developers
Tech · 2–4 years impact window49%Administrative Law Judges, Adjudicators, and Hearing Officers
Finance & Legal · 2–4 years impact window48%Data Engineer
Tech · 2–4 years impact window48%Designers, All Other
Creative & Design · 2–4 years impact window48%Medical Appliance Technicians
Trades & Physical · 2–4 years impact window48%Motorboat Operators
Trades & Physical · 2–4 years impact window48%Printing Press Operators
Trades & Physical · 2–4 years impact window48%Software Quality Assurance Analysts and Testers
Tech · 2–4 years impact window48%Computer Network Support Specialists
Tech · 2–4 years impact window47%Crane and Tower Operators
Trades & Physical · 2–4 years impact window47%IT Help Desk (Tier 1)
Tech · 2–4 years impact window47%Junior Frontend Developer
Tech · 2–4 years impact window47%Light Truck Drivers
Trades & Physical · 2–4 years impact window47%Machinists
Trades & Physical · 2–4 years impact window47%Market Research Analyst
Marketing & Sales · 2–4 years impact window47%Mobile App Developer
Tech · 2–4 years impact window47%Title Examiners, Abstractors, and Searchers
Finance & Legal · 2–4 years impact window47%Writers and Authors
Creative & Design · 2–4 years impact window47%Bus Drivers, School
Trades & Physical · 2–4 years impact window46%Copywriter (Ad/Marketing)
Writing & Media · 2–4 years impact window46%First-Line Supervisors of Retail Sales Workers
Marketing & Sales · 2–4 years impact window46%Interior Designers
Creative & Design · 2–4 years impact window46%Judges, Magistrate Judges, and Magistrates
Finance & Legal · 2–4 years impact window46%Set and Exhibit Designers
Creative & Design · 2–4 years impact window46%Software Engineer
Tech · 2–4 years impact window46%Web and Digital Interface Designers
Tech · 2–4 years impact window46%Arbitrators, Mediators, and Conciliators
Finance & Legal · 2–4 years impact window45%Computer User Support Specialists
Tech · 2–4 years impact window45%Delivery Driver
Trades & Physical · 2–4 years impact window45%Dental Laboratory Technicians
Trades & Physical · 2–4 years impact window45%Dredge Operators
Trades & Physical · 2–4 years impact window45%Public Relations Specialists
Creative & Design · 2–4 years impact window45%Statisticians
Tech · 2–4 years impact window45%Technical Writers
Creative & Design · 2–4 years impact window45%Credit Counselors
Finance & Legal · 2–4 years impact window44%Graphic Designers
Creative & Design · 2–4 years impact window44%Helpers--Production Workers
Trades & Physical · 2–4 years impact window44%Information Security Analysts
Tech · 2–4 years impact window44%Legal Support Workers, All Other
Finance & Legal · 2–4 years impact window44%Machine Learning Engineer
Tech · 2–4 years impact window44%Warehouse Picker/Packer
Admin & Ops · 2–4 years impact window44%Broadcast Technicians
Creative & Design · 2–4 years impact window43%Executive Assistant
Admin & Ops · 2–4 years impact window43%Fashion Designers
Creative & Design · 2–4 years impact window43%Hoist and Winch Operators
Trades & Physical · 2–4 years impact window43%Logo Designer
Creative & Design · 2–4 years impact window43%Music Producer
Writing & Media · 2–4 years impact window43%Pharmacist (Dispensing)
Healthcare · 2–4 years impact window43%Taxi Drivers
Trades & Physical · 2–4 years impact window43%UX/UI Designer
Creative & Design · 2–4 years impact window43%AI Engineer
Tech · 2–4 years impact window42%Content Creator / YouTuber
Writing & Media · 2–4 years impact window42%Floral Designers
Creative & Design · 2–4 years impact window42%Production Workers, All Other
Trades & Physical · 2–4 years impact window42%Screenwriter
Writing & Media · 2–4 years impact window42%Translator (Literary)
Writing & Media · 2–4 years impact window42%Driver/Sales Workers
Trades & Physical · 2–4 years impact window41%Audio and Video Technicians
Creative & Design · 2–4 years impact window40%Lighting Technicians
Creative & Design · 2–4 years impact window40%Game Developer
Tech · 2–4 years impact window38%Locomotive Engineers
Trades & Physical · 2–4 years impact window38%Podcast Host / Producer
Writing & Media · 2–4 years impact window38%Ship Engineers
Trades & Physical · 2–4 years impact window38%Video Editor (Short-Form/Social)
Writing & Media · 2–4 years impact window38%Agricultural Equipment Operators
Trades & Physical · 2–4 years impact window36%Fundraising Managers
Admin & Ops · 2–4 years impact window36%Maids and Housekeeping Cleaners
Trades & Physical · 2–4 years impact window36%Management Consultant
Admin & Ops · 2–4 years impact window36%Cybersecurity Analyst
Tech · 2–4 years impact window35%Purchasing Managers
Admin & Ops · 2–4 years impact window35%Tree Trimmers and Pruners
Trades & Physical · 2–4 years impact window35%