Role directory
How AI is changing 30+ jobs
Pick a role to see the top at-risk tasks, the most valuable AI-era skills, and a link to the analyzer pre-filled.
Quick answer
Which jobs are most affected by AI?
Roles heavy in routine, rule-based tasks — bookkeeping, data entry, basic content writing — see the most automation. Roles centered on relationships, judgment, and physical presence — nursing, teaching, sales — are more resilient. Most roles are reshaped, not replaced; the question is which tasks AI takes, augments, or leaves alone.
35 roles
Accountant
Financial record-keeping, reporting, and compliance
Customer Support Specialist
Helping customers resolve issues across channels
Software Engineer
Designing and building software systems
Marketing Manager
Planning and overseeing brand and demand generation
Graphic Designer
Visual design for brand, product, and marketing
Data Analyst
Turning data into insights and recommendations
HR Specialist
People operations, hiring, and employee experience
Paralegal
Legal research, document prep, and case support
Sales Representative
Pipeline building, pitching, and closing deals
Teacher
Designing and delivering learning experiences
Financial Analyst
Modeling, forecasting, and investment analysis
Recruiter
Sourcing, screening, and placing talent
UX Designer
Researching and designing user experiences
Content Writer
Writing articles, copy, and brand content
Project Manager
Coordinating delivery across teams and timelines
Registered Nurse
Direct patient care and health monitoring
Bookkeeper
Recording day-to-day financial transactions
Tax Preparer
Preparing individual and business tax filings
Auditor
Independent examination of financial statements
Data Scientist
Building models and extracting insights from data
DevOps Engineer
Automating deployment and reliability
Frontend Developer
Building user interfaces for the web
Product Manager
Defining what to build and why
Customer Success Manager
Ensuring customers achieve value and renew
SEO Specialist
Optimizing content for search visibility
Operations Manager
Running day-to-day business operations
Legal Assistant
Administrative support for legal teams
Medical Assistant
Clinical and administrative support in healthcare
Instructional Designer
Designing learning experiences and materials
Real Estate Agent
Helping clients buy and sell property
Social Media Manager
Managing brand presence across social platforms
Executive Assistant
Supporting executives with scheduling and coordination
Compliance Officer
Ensuring organizational adherence to regulations
Photographer
Capturing images for clients and brands
Interior Designer
Designing functional and beautiful interior spaces