AI role replacement tracker
Role Radar
Understand which roles are feeling real AI replacement pressure
Browse roles first, then jump straight to a role with fuzzy search.
Role cards
Showing the first 24 roles, with load more to browse all 758Customer Service Representative
68%Support triage and resolution workflows are increasingly routed through AI-first systems.
Computer Systems Analysts
56%No role-specific source items are attached yet, so the current score is inferred from the role profile and current AI capability trends.
Media Programming Directors
56%No role-specific source items are attached yet, so the current score is inferred from the role profile and current AI capability trends.
Actors
30%No role-specific source items are attached yet, so the current score is inferred from the role profile and current AI capability trends.
Actuaries
34%No role-specific source items are attached yet, so the current score is inferred from the role profile and current AI capability trends.
Acupuncturists
34%No role-specific source items are attached yet, so the current score is inferred from the role profile and current AI capability trends.
Adapted Physical Education Specialists
34%No role-specific source items are attached yet, so the current score is inferred from the role profile and current AI capability trends.
Adhesive Bonding Machine Operators and Tenders
34%No role-specific source items are attached yet, so the current score is inferred from the role profile and current AI capability trends.
Administrative Law Judges, Adjudicators, and Hearing Officers
52%No role-specific source items are attached yet, so the current score is inferred from the role profile and current AI capability trends.
Administrative Services Managers
44%No role-specific source items are attached yet, so the current score is inferred from the role profile and current AI capability trends.
Advertising Sales Agents
34%No role-specific source items are attached yet, so the current score is inferred from the role profile and current AI capability trends.
Aerospace Engineers
34%No role-specific source items are attached yet, so the current score is inferred from the role profile and current AI capability trends.
Agricultural Engineers
34%No role-specific source items are attached yet, so the current score is inferred from the role profile and current AI capability trends.
Agricultural Equipment Operators
34%No role-specific source items are attached yet, so the current score is inferred from the role profile and current AI capability trends.
Agricultural Inspectors
34%No role-specific source items are attached yet, so the current score is inferred from the role profile and current AI capability trends.
Agricultural Workers, All Other
34%No role-specific source items are attached yet, so the current score is inferred from the role profile and current AI capability trends.
Air Crew Members
34%No role-specific source items are attached yet, so the current score is inferred from the role profile and current AI capability trends.
Air Crew Officers
34%No role-specific source items are attached yet, so the current score is inferred from the role profile and current AI capability trends.
Aircraft Cargo Handling Supervisors
34%No role-specific source items are attached yet, so the current score is inferred from the role profile and current AI capability trends.
Aircraft Launch and Recovery Officers
34%No role-specific source items are attached yet, so the current score is inferred from the role profile and current AI capability trends.
Aircraft Launch and Recovery Specialists
34%No role-specific source items are attached yet, so the current score is inferred from the role profile and current AI capability trends.
Aircraft Service Attendants
34%No role-specific source items are attached yet, so the current score is inferred from the role profile and current AI capability trends.
Aircraft Structure, Surfaces, Rigging, and Systems Assemblers
34%No role-specific source items are attached yet, so the current score is inferred from the role profile and current AI capability trends.
Allergists and Immunologists
34%No role-specific source items are attached yet, so the current score is inferred from the role profile and current AI capability trends.