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AI Job Risk
Will AI replace
your
job?
What AI
could
do for each job — and what it's
actually
doing today. Search a job, or browse below.
The Epicenter
Computer Programmers
AI could do
95%
Actually does
75%
The Epicenter
Customer Service Representatives
AI could do
57%
Actually does
70%
The Epicenter
Data Entry Keyers
AI could do
89%
Actually does
67%
The Epicenter
Market Research Analysts and Marketing Specialists
AI could do
50%
Actually does
65%
The Epicenter
Medical Transcriptionists
AI could do
88%
Actually does
64%
The Epicenter
Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products
AI could do
62%
Actually does
63%
The Epicenter
Database Architects
AI could do
88%
Actually does
58%
The Epicenter
Software Quality Assurance Analysts and Testers
AI could do
88%
Actually does
52%
The Epicenter
Statistical Assistants
AI could do
89%
Actually does
51%
The Epicenter
Information Security Analysts
AI could do
65%
Actually does
49%
The Epicenter
Web Developers
AI could do
93%
Actually does
48%
The Epicenter
Bioinformatics Technicians
AI could do
87%
Actually does
48%
The Epicenter
Technical Writers
AI could do
70%
Actually does
47%
The Epicenter
Computer User Support Specialists
AI could do
61%
Actually does
47%
The Epicenter
Data Scientists
AI could do
75%
Actually does
46%
The Epicenter
Desktop Publishers
AI could do
65%
Actually does
46%
The Epicenter
Secretaries and Administrative Assistants, Except Legal, Medical, and Executive
AI could do
64%
Actually does
45%
The Epicenter
Public Relations Specialists
AI could do
59%
Actually does
45%
The Epicenter
Office Clerks, General
AI could do
58%
Actually does
45%
The Hybrid Zone
Political Scientists
AI could do
48%
Actually does
45%
The Epicenter
Social Science Research Assistants
AI could do
67%
Actually does
44%
The Epicenter
Securities, Commodities, and Financial Services Sales Agents
AI could do
61%
Actually does
44%
The Epicenter
Interpreters and Translators
AI could do
88%
Actually does
43%
The Epicenter
Operations Research Analysts
AI could do
63%
Actually does
43%
The Epicenter
Survey Researchers
AI could do
62%
Actually does
43%
The Epicenter
Mathematical Science Teachers, Postsecondary
AI could do
54%
Actually does
43%
The Epicenter
Receptionists and Information Clerks
AI could do
53%
Actually does
43%
The Epicenter
Mathematicians
AI could do
100%
Actually does
42%
The Epicenter
Travel Agents
AI could do
56%
Actually does
41%
The Epicenter
Tutors
AI could do
54%
Actually does
41%
The Epicenter
Curators
AI could do
50%
Actually does
41%
The Epicenter
Human Resources Specialists
AI could do
64%
Actually does
40%
The Epicenter
Human Resources Assistants, Except Payroll and Timekeeping
AI could do
62%
Actually does
40%
The Epicenter
Interviewers, Except Eligibility and Loan
AI could do
67%
Actually does
39%
The Epicenter
Switchboard Operators, Including Answering Service
AI could do
63%
Actually does
39%
The Hybrid Zone
Financial Managers
AI could do
48%
Actually does
39%
The Epicenter
Sociologists
AI could do
54%
Actually does
38%
The Epicenter
Training and Development Managers
AI could do
50%
Actually does
38%
The Hybrid Zone
Astronomers
AI could do
44%
Actually does
38%
The Epicenter
Graphic Designers
AI could do
50%
Actually does
37%
The Epicenter
Medical Secretaries and Administrative Assistants
AI could do
67%
Actually does
36%
The Epicenter
English Language and Literature Teachers, Postsecondary
AI could do
53%
Actually does
36%
The Epicenter
Special Effects Artists and Animators
AI could do
52%
Actually does
36%
The Epicenter
Engineering Teachers, Postsecondary
AI could do
50%
Actually does
36%
The Hybrid Zone
Fine Artists, Including Painters, Sculptors, and Illustrators
AI could do
43%
Actually does
36%
The Epicenter
Accountants and Auditors
AI could do
56%
Actually does
35%
The Epicenter
Personal Financial Advisors
AI could do
50%
Actually does
35%
The Epicenter
Court Reporters and Simultaneous Captioners
AI could do
96%
Actually does
34%
The Epicenter
Network and Computer Systems Administrators
AI could do
73%
Actually does
34%
The Epicenter
Computer and Information Research Scientists
AI could do
63%
Actually does
34%
The Epicenter
Database Administrators
AI could do
94%
Actually does
33%
The Epicenter
Insurance Sales Agents
AI could do
58%
Actually does
32%
The Epicenter
Sales Engineers
AI could do
51%
Actually does
32%
The Epicenter
Marketing Managers
AI could do
50%
Actually does
32%
The Hybrid Zone
Psychology Teachers, Postsecondary
AI could do
48%
Actually does
32%
The Hybrid Zone
Retail Salespersons
AI could do
34%
Actually does
32%
The Epicenter
Web Administrators
AI could do
91%
Actually does
31%
The Epicenter
Bookkeeping, Accounting, and Auditing Clerks
AI could do
80%
Actually does
31%
The Hybrid Zone
Business Teachers, Postsecondary
AI could do
49%
Actually does
31%
The Hybrid Zone
Judges, Magistrate Judges, and Magistrates
AI could do
42%
Actually does
31%
The Hybrid Zone
Chemical Technicians
AI could do
39%
Actually does
31%
The Epicenter
Bill and Account Collectors
AI could do
70%
Actually does
30%
The Epicenter
Administrative Law Judges, Adjudicators, and Hearing Officers
AI could do
50%
Actually does
30%
The Hybrid Zone
Instructional Coordinators
AI could do
49%
Actually does
30%
The Hybrid Zone
Health Specialties Teachers, Postsecondary
AI could do
48%
Actually does
30%
The Hybrid Zone
Middle School Teachers, Except Special and Career/Technical Education
AI could do
35%
Actually does
30%
The Epicenter
Telemarketers
AI could do
81%
Actually does
29%
The Epicenter
Computer Network Support Specialists
AI could do
63%
Actually does
29%
The Epicenter
Paralegals and Legal Assistants
AI could do
52%
Actually does
29%
The Hybrid Zone
Biological Science Teachers, Postsecondary
AI could do
47%
Actually does
29%
The Hybrid Zone
Secondary School Teachers, Except Special and Career/Technical Education
AI could do
33%
Actually does
29%
The Epicenter
Correspondence Clerks
AI could do
96%
Actually does
28%
The Epicenter
Computer Systems Analysts
AI could do
75%
Actually does
28%
The Epicenter
Training and Development Specialists
AI could do
55%
Actually does
28%
The Hybrid Zone
Real Estate Sales Agents
AI could do
44%
Actually does
28%
The Epicenter
Physicists
AI could do
75%
Actually does
27%
The Epicenter
Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products
AI could do
54%
Actually does
27%
The Epicenter
Real Estate Brokers
AI could do
50%
Actually does
26%
The Hybrid Zone
First-Line Supervisors of Retail Sales Workers
AI could do
49%
Actually does
26%
The Hybrid Zone
Education Teachers, Postsecondary
AI could do
49%
Actually does
26%
The Hybrid Zone
Chemists
AI could do
38%
Actually does
26%
The Epicenter
Writers and Authors
AI could do
87%
Actually does
25%
The Epicenter
Web and Digital Interface Designers
AI could do
83%
Actually does
25%
The Epicenter
Bioinformatics Scientists
AI could do
71%
Actually does
25%
The Epicenter
Editors
AI could do
65%
Actually does
25%
The Hybrid Zone
Reservation and Transportation Ticket Agents and Travel Clerks
AI could do
46%
Actually does
25%
The Epicenter
Word Processors and Typists
AI could do
74%
Actually does
24%
The Epicenter
Procurement Clerks
AI could do
61%
Actually does
24%
The Epicenter
Dietetic Technicians
AI could do
54%
Actually does
24%
The Epicenter
Foreign Language and Literature Teachers, Postsecondary
AI could do
53%
Actually does
24%
The Epicenter
Computer Science Teachers, Postsecondary
AI could do
51%
Actually does
24%
The Epicenter
Economists
AI could do
50%
Actually does
24%
The Epicenter
Arbitrators, Mediators, and Conciliators
AI could do
50%
Actually does
24%
The Hybrid Zone
Management Analysts
AI could do
40%
Actually does
24%
The Epicenter
Dispatchers, Except Police, Fire, and Ambulance
AI could do
67%
Actually does
23%
The Epicenter
Executive Secretaries and Executive Administrative Assistants
AI could do
65%
Actually does
23%
The Epicenter
Credit Counselors
AI could do
62%
Actually does
23%
The Epicenter
First-Line Supervisors of Non-Retail Sales Workers
AI could do
54%
Actually does
23%
The Hybrid Zone
Geological Technicians, Except Hydrologic Technicians
AI could do
39%
Actually does
23%
The Epicenter
Financial Quantitative Analysts
AI could do
69%
Actually does
22%
The Epicenter
Film and Video Editors
AI could do
53%
Actually does
22%
The Epicenter
Philosophy and Religion Teachers, Postsecondary
AI could do
51%
Actually does
22%
The Hybrid Zone
Chemistry Teachers, Postsecondary
AI could do
43%
Actually does
22%
The Epicenter
Statisticians
AI could do
79%
Actually does
21%
The Epicenter
News Analysts, Reporters, and Journalists
AI could do
65%
Actually does
21%
The Epicenter
Art Directors
AI could do
50%
Actually does
21%
The Hybrid Zone
Art, Drama, and Music Teachers, Postsecondary
AI could do
44%
Actually does
21%
The Hybrid Zone
Communications Teachers, Postsecondary
AI could do
43%
Actually does
21%
The Epicenter
Computer Network Architects
AI could do
66%
Actually does
20%
The Epicenter
Loan Interviewers and Clerks
AI could do
59%
Actually does
20%
The Epicenter
Purchasing Managers
AI could do
59%
Actually does
20%
The Epicenter
Librarians and Media Collections Specialists
AI could do
54%
Actually does
20%
The Epicenter
Counter and Rental Clerks
AI could do
53%
Actually does
20%
The Hybrid Zone
Radiologists
AI could do
49%
Actually does
20%
The Hybrid Zone
Photographers
AI could do
39%
Actually does
20%
The Hybrid Zone
Food Science Technicians
AI could do
36%
Actually does
20%
The Hybrid Zone
Billing and Posting Clerks
AI could do
77%
Actually does
19%
The Hybrid Zone
Loan Officers
AI could do
59%
Actually does
19%
The Hybrid Zone
First-Line Supervisors of Office and Administrative Support Workers
AI could do
49%
Actually does
19%
The Hybrid Zone
Concierges
AI could do
47%
Actually does
19%
The Hybrid Zone
Nursing Instructors and Teachers, Postsecondary
AI could do
40%
Actually does
19%
The Hybrid Zone
Proofreaders and Copy Markers
AI could do
98%
Actually does
18%
The Hybrid Zone
Business Continuity Planners
AI could do
57%
Actually does
18%
The Hybrid Zone
Materials Scientists
AI could do
48%
Actually does
18%
The Hybrid Zone
Social and Community Service Managers
AI could do
39%
Actually does
18%
The Hybrid Zone
Door-to-Door Sales Workers, News and Street Vendors, and Related Workers
AI could do
26%
Actually does
18%
The Hybrid Zone
Brokerage Clerks
AI could do
77%
Actually does
17%
The Hybrid Zone
Credit Analysts
AI could do
56%
Actually does
17%
The Hybrid Zone
Judicial Law Clerks
AI could do
52%
Actually does
17%
The Hybrid Zone
Hotel, Motel, and Resort Desk Clerks
AI could do
50%
Actually does
17%
The Hybrid Zone
Advertising and Promotions Managers
AI could do
48%
Actually does
17%
The Hybrid Zone
Property, Real Estate, and Community Association Managers
AI could do
44%
Actually does
17%
The Hybrid Zone
Lawyers
AI could do
43%
Actually does
17%
The Hybrid Zone
Camera Operators, Television, Video, and Film
AI could do
42%
Actually does
17%
The Hybrid Zone
File Clerks
AI could do
79%
Actually does
16%
The Hybrid Zone
Computer and Information Systems Managers
AI could do
53%
Actually does
16%
The Hybrid Zone
Logisticians
AI could do
50%
Actually does
16%
The Hybrid Zone
Career/Technical Education Teachers, Postsecondary
AI could do
49%
Actually does
16%
The Hybrid Zone
Industrial-Organizational Psychologists
AI could do
49%
Actually does
16%
The Hybrid Zone
Physicians, Pathologists
AI could do
47%
Actually does
16%
The Hybrid Zone
Insurance Claims and Policy Processing Clerks
AI could do
83%
Actually does
15%
The Hybrid Zone
Computer Hardware Engineers
AI could do
73%
Actually does
15%
The Hybrid Zone
Advertising Sales Agents
AI could do
54%
Actually does
15%
The Hybrid Zone
Directors, Religious Activities and Education
AI could do
44%
Actually does
15%
The Hybrid Zone
Health Education Specialists
AI could do
53%
Actually does
14%
The Hybrid Zone
General and Operations Managers
AI could do
48%
Actually does
14%
The Hybrid Zone
Environmental Science and Protection Technicians, Including Health
AI could do
46%
Actually does
14%
The Hybrid Zone
Anthropologists and Archeologists
AI could do
44%
Actually does
14%
The Hybrid Zone
Credit Authorizers, Checkers, and Clerks
AI could do
65%
Actually does
13%
The Hybrid Zone
Tax Preparers
AI could do
62%
Actually does
13%
The Hybrid Zone
Bioengineers and Biomedical Engineers
AI could do
59%
Actually does
13%
The Hybrid Zone
Dietitians and Nutritionists
AI could do
55%
Actually does
13%
The Hybrid Zone
Archivists
AI could do
50%
Actually does
13%
The Hybrid Zone
Special Education Teachers, Middle School
AI could do
31%
Actually does
13%
The Hybrid Zone
Computer Numerically Controlled Tool Programmers
AI could do
80%
Actually does
12%
The Hybrid Zone
Compliance Officers
AI could do
68%
Actually does
12%
The Hybrid Zone
Agents and Business Managers of Artists, Performers, and Athletes
AI could do
54%
Actually does
12%
The Hybrid Zone
Lodging Managers
AI could do
46%
Actually does
12%
The Hybrid Zone
Construction Managers
AI could do
44%
Actually does
12%
The Hybrid Zone
Fitness and Wellness Coordinators
AI could do
38%
Actually does
12%
The Hybrid Zone
Educational, Guidance, and Career Counselors and Advisors
AI could do
29%
Actually does
12%
The Hybrid Zone
Police and Sheriff's Patrol Officers
AI could do
25%
Actually does
12%
The Hybrid Zone
Passenger Attendants
AI could do
22%
Actually does
12%
The Hybrid Zone
Recreation and Fitness Studies Teachers, Postsecondary
AI could do
56%
Actually does
11%
The Hybrid Zone
Geographers
AI could do
50%
Actually does
11%
The Hybrid Zone
Computer, Automated Teller, and Office Machine Repairers
AI could do
37%
Actually does
11%
The Hybrid Zone
First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers
AI could do
35%
Actually does
11%
The Hybrid Zone
Clergy
AI could do
33%
Actually does
11%
The Hybrid Zone
Court, Municipal, and License Clerks
AI could do
70%
Actually does
10%
The Hybrid Zone
Electronics Engineers, Except Computer
AI could do
57%
Actually does
10%
The Hybrid Zone
Teaching Assistants, Postsecondary
AI could do
53%
Actually does
10%
The Hybrid Zone
Library Assistants, Clerical
AI could do
53%
Actually does
10%
The Hybrid Zone
Quality Control Analysts
AI could do
52%
Actually does
10%
The Hybrid Zone
History Teachers, Postsecondary
AI could do
51%
Actually does
10%
The Hybrid Zone
Meeting, Convention, and Event Planners
AI could do
49%
Actually does
10%
The Hybrid Zone
Transportation, Storage, and Distribution Managers
AI could do
48%
Actually does
10%
The Hybrid Zone
Urban and Regional Planners
AI could do
48%
Actually does
10%
The Hybrid Zone
Prepress Technicians and Workers
AI could do
44%
Actually does
10%
The Hybrid Zone
First-Line Supervisors of Mechanics, Installers, and Repairers
AI could do
41%
Actually does
10%
The Hybrid Zone
Environmental Engineering Technologists and Technicians
AI could do
41%
Actually does
10%
The Hybrid Zone
Microbiologists
AI could do
40%
Actually does
10%
The Hybrid Zone
Elementary School Teachers, Except Special Education
AI could do
31%
Actually does
10%
The Hybrid Zone
Special Education Teachers, Secondary School
AI could do
30%
Actually does
10%
The Hybrid Zone
Production, Planning, and Expediting Clerks
AI could do
60%
Actually does
9%
The Hybrid Zone
Electrical and Electronics Drafters
AI could do
57%
Actually does
9%
The Hybrid Zone
Nurse Practitioners
AI could do
48%
Actually does
9%
The Hybrid Zone
Producers and Directors
AI could do
47%
Actually does
9%
The Hybrid Zone
Pharmacists
AI could do
43%
Actually does
9%
The Hybrid Zone
Healthcare Social Workers
AI could do
34%
Actually does
9%
The Hybrid Zone
Veterinarians
AI could do
27%
Actually does
9%
The Hybrid Zone
Flight Attendants
AI could do
17%
Actually does
9%
The Hybrid Zone
Civil Engineering Technologists and Technicians
AI could do
59%
Actually does
8%
The Hybrid Zone
Aerospace Engineers
AI could do
57%
Actually does
8%
The Hybrid Zone
Claims Adjusters, Examiners, and Investigators
AI could do
52%
Actually does
8%
The Hybrid Zone
Cartographers and Photogrammetrists
AI could do
52%
Actually does
8%
The Hybrid Zone
Architects, Except Landscape and Naval
AI could do
49%
Actually does
8%
The Hybrid Zone
General Internal Medicine Physicians
AI could do
46%
Actually does
8%
The Hybrid Zone
Mechanical Engineers
AI could do
45%
Actually does
8%
The Hybrid Zone
Biochemists and Biophysicists
AI could do
45%
Actually does
8%
The Hybrid Zone
Choreographers
AI could do
27%
Actually does
8%
The Hybrid Zone
Cashiers
AI could do
21%
Actually does
8%
The Hybrid Zone
Demonstrators and Product Promoters
AI could do
13%
Actually does
8%
The Hybrid Zone
Order Clerks
AI could do
71%
Actually does
7%
The Hybrid Zone
Regulatory Affairs Managers
AI could do
56%
Actually does
7%
The Hybrid Zone
Energy Engineers, Except Wind and Solar
AI could do
55%
Actually does
7%
The Hybrid Zone
Budget Analysts
AI could do
52%
Actually does
7%
The Hybrid Zone
Hydrologists
AI could do
50%
Actually does
7%
The Hybrid Zone
Mechanical Engineering Technologists and Technicians
AI could do
48%
Actually does
7%
The Hybrid Zone
Medical and Health Services Managers
AI could do
43%
Actually does
7%
The Hybrid Zone
Pharmacy Technicians
AI could do
43%
Actually does
7%
The Hybrid Zone
Gambling Cage Workers
AI could do
42%
Actually does
7%
The Hybrid Zone
Obstetricians and Gynecologists
AI could do
39%
Actually does
7%
The Hybrid Zone
Self-Enrichment Teachers
AI could do
36%
Actually does
7%
The Hybrid Zone
Residential Advisors
AI could do
24%
Actually does
7%
The Hybrid Zone
Occupational Therapy Aides
AI could do
24%
Actually does
7%
The Hybrid Zone
Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop
AI could do
23%
Actually does
7%
The Hybrid Zone
Baggage Porters and Bellhops
AI could do
15%
Actually does
7%
The Hybrid Zone
Gas Plant Operators
AI could do
9%
Actually does
7%
The Sleeping Giant
Eligibility Interviewers, Government Programs
AI could do
68%
Actually does
6%
The Sleeping Giant
Broadcast Announcers and Radio Disc Jockeys
AI could do
65%
Actually does
6%
The Sleeping Giant
Natural Sciences Managers
AI could do
57%
Actually does
6%
The Sleeping Giant
Insurance Underwriters
AI could do
57%
Actually does
6%
The Sleeping Giant
Electrical Engineers
AI could do
56%
Actually does
6%
The Sleeping Giant
First-Line Supervisors of Food Preparation and Serving Workers
AI could do
51%
Actually does
6%
The Hybrid Zone
Compensation, Benefits, and Job Analysis Specialists
AI could do
47%
Actually does
6%
The Hybrid Zone
Zoologists and Wildlife Biologists
AI could do
45%
Actually does
6%
The Hybrid Zone
Education Administrators, Postsecondary
AI could do
44%
Actually does
6%
The Hybrid Zone
Biological Technicians
AI could do
42%
Actually does
6%
The Hybrid Zone
Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors
AI could do
40%
Actually does
6%
The Hybrid Zone
Fashion Designers
AI could do
39%
Actually does
6%
The Hybrid Zone
Retail Loss Prevention Specialists
AI could do
38%
Actually does
6%
The Hybrid Zone
Clinical and Counseling Psychologists
AI could do
37%
Actually does
6%
The Human Moat
Registered Nurses
AI could do
33%
Actually does
6%
The Human Moat
Amusement and Recreation Attendants
AI could do
21%
Actually does
6%
The Sleeping Giant
Payroll and Timekeeping Clerks
AI could do
84%
Actually does
5%
The Sleeping Giant
Public Safety Telecommunicators
AI could do
66%
Actually does
5%
The Sleeping Giant
Library Technicians
AI could do
57%
Actually does
5%
The Sleeping Giant
Fundraisers
AI could do
52%
Actually does
5%
The Sleeping Giant
Environmental Scientists and Specialists, Including Health
AI could do
50%
Actually does
5%
The Sleeping Giant
Actuaries
AI could do
50%
Actually does
5%
The Hybrid Zone
Soil and Plant Scientists
AI could do
49%
Actually does
5%
The Hybrid Zone
Education Administrators, Kindergarten through Secondary
AI could do
42%
Actually does
5%
The Hybrid Zone
School Psychologists
AI could do
39%
Actually does
5%
The Hybrid Zone
Nurse Midwives
AI could do
39%
Actually does
5%
The Hybrid Zone
Airfield Operations Specialists
AI could do
37%
Actually does
5%
The Hybrid Zone
Medical Assistants
AI could do
36%
Actually does
5%
The Human Moat
Nuclear Medicine Technologists
AI could do
29%
Actually does
5%
The Human Moat
Athletic Trainers
AI could do
28%
Actually does
5%
The Human Moat
Craft Artists
AI could do
26%
Actually does
5%
The Human Moat
Pest Control Workers
AI could do
25%
Actually does
5%
The Human Moat
Construction and Building Inspectors
AI could do
24%
Actually does
5%
The Human Moat
Structural Iron and Steel Workers
AI could do
3%
Actually does
5%
The Human Moat
Aircraft Structure, Surfaces, Rigging, and Systems Assemblers
AI could do
2%
Actually does
5%
The Sleeping Giant
Music Directors and Composers
AI could do
71%
Actually does
4%
The Sleeping Giant
Atmospheric and Space Scientists
AI could do
57%
Actually does
4%
The Sleeping Giant
Environmental Engineers
AI could do
56%
Actually does
4%
The Sleeping Giant
Industrial Engineers
AI could do
53%
Actually does
4%
The Sleeping Giant
Medical Scientists, Except Epidemiologists
AI could do
52%
Actually does
4%
The Sleeping Giant
Financial Examiners
AI could do
50%
Actually does
4%
The Hybrid Zone
Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary
AI could do
48%
Actually does
4%
The Hybrid Zone
Education and Childcare Administrators, Preschool and Daycare
AI could do
47%
Actually does
4%
The Hybrid Zone
Commercial and Industrial Designers
AI could do
47%
Actually does
4%
The Hybrid Zone
Geoscientists, Except Hydrologists and Geographers
AI could do
47%
Actually does
4%
The Hybrid Zone
Remote Sensing Scientists and Technologists
AI could do
46%
Actually does
4%
The Hybrid Zone
Sales Managers
AI could do
45%
Actually does
4%
The Hybrid Zone
Marine Engineers and Naval Architects
AI could do
42%
Actually does
4%
The Hybrid Zone
First-Line Supervisors of Personal Service Workers
AI could do
41%
Actually does
4%
The Human Moat
Neurodiagnostic Technologists
AI could do
34%
Actually does
4%
The Human Moat
Detectives and Criminal Investigators
AI could do
32%
Actually does
4%
The Human Moat
Magnetic Resonance Imaging Technologists
AI could do
32%
Actually does
4%
The Human Moat
Couriers and Messengers
AI could do
31%
Actually does
4%
The Human Moat
Art Therapists
AI could do
30%
Actually does
4%
The Human Moat
First-Line Supervisors of Housekeeping and Janitorial Workers
AI could do
27%
Actually does
4%
The Human Moat
Camera and Photographic Equipment Repairers
AI could do
24%
Actually does
4%
The Human Moat
Petroleum Pump System Operators, Refinery Operators, and Gaugers
AI could do
20%
Actually does
4%
The Human Moat
Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders
AI could do
11%
Actually does
4%
The Human Moat
Helpers--Production Workers
AI could do
9%
Actually does
4%
The Human Moat
Timing Device Assemblers and Adjusters
AI could do
6%
Actually does
4%
The Human Moat
Insulation Workers, Mechanical
AI could do
5%
Actually does
4%
The Sleeping Giant
Tax Examiners and Collectors, and Revenue Agents
AI could do
58%
Actually does
3%
The Sleeping Giant
Transportation Planners
AI could do
52%
Actually does
3%
The Hybrid Zone
Adapted Physical Education Specialists
AI could do
48%
Actually does
3%
The Hybrid Zone
Architectural and Engineering Managers
AI could do
47%
Actually does
3%
The Hybrid Zone
Historians
AI could do
47%
Actually does
3%
The Hybrid Zone
Chief Executives
AI could do
46%
Actually does
3%
The Hybrid Zone
Allergists and Immunologists
AI could do
45%
Actually does
3%
The Hybrid Zone
Inspectors, Testers, Sorters, Samplers, and Weighers
AI could do
42%
Actually does
3%
The Hybrid Zone
First-Line Supervisors of Construction Trades and Extraction Workers
AI could do
40%
Actually does
3%
The Human Moat
Driver/Sales Workers
AI could do
33%
Actually does
3%
The Human Moat
Telecommunications Equipment Installers and Repairers, Except Line Installers
AI could do
28%
Actually does
3%
The Human Moat
First-Line Supervisors of Correctional Officers
AI could do
28%
Actually does
3%
The Human Moat
Patternmakers, Wood
AI could do
26%
Actually does
3%
The Human Moat
Dentists, General
AI could do
25%
Actually does
3%
The Human Moat
Power Plant Operators
AI could do
23%
Actually does
3%
The Human Moat
Security and Fire Alarm Systems Installers
AI could do
17%
Actually does
3%
The Human Moat
Textile Knitting and Weaving Machine Setters, Operators, and Tenders
AI could do
16%
Actually does
3%
The Human Moat
Tailors, Dressmakers, and Custom Sewers
AI could do
9%
Actually does
3%
The Human Moat
Hairdressers, Hairstylists, and Cosmetologists
AI could do
8%
Actually does
3%
The Human Moat
Cutting and Slicing Machine Setters, Operators, and Tenders
AI could do
7%
Actually does
3%
The Human Moat
Construction Laborers
AI could do
5%
Actually does
3%
The Sleeping Giant
Title Examiners, Abstractors, and Searchers
AI could do
57%
Actually does
2%
The Sleeping Giant
Tellers
AI could do
54%
Actually does
2%
The Sleeping Giant
Broadcast Technicians
AI could do
52%
Actually does
2%
The Sleeping Giant
Environmental Science Teachers, Postsecondary
AI could do
52%
Actually does
2%
The Sleeping Giant
Anthropology and Archeology Teachers, Postsecondary
AI could do
52%
Actually does
2%
The Sleeping Giant
Library Science Teachers, Postsecondary
AI could do
51%
Actually does
2%
The Hybrid Zone
Forestry and Conservation Science Teachers, Postsecondary
AI could do
48%
Actually does
2%
The Hybrid Zone
Cargo and Freight Agents
AI could do
47%
Actually does
2%
The Hybrid Zone
Naturopathic Physicians
AI could do
46%
Actually does
2%
The Hybrid Zone
Audio and Video Technicians
AI could do
44%
Actually does
2%
The Hybrid Zone
Electrical and Electronic Engineering Technologists and Technicians
AI could do
41%
Actually does
2%
The Hybrid Zone
Office Machine Operators, Except Computer
AI could do
40%
Actually does
2%
The Hybrid Zone
Pharmacy Aides
AI could do
38%
Actually does
2%
The Human Moat
Forest and Conservation Technicians
AI could do
33%
Actually does
2%
The Human Moat
Industrial Machinery Mechanics
AI could do
27%
Actually does
2%
The Human Moat
Computer Numerically Controlled Tool Operators
AI could do
25%
Actually does
2%
The Human Moat
Veterinary Assistants and Laboratory Animal Caretakers
AI could do
22%
Actually does
2%
The Human Moat
Physical Therapists
AI could do
19%
Actually does
2%
The Human Moat
Textile Cutting Machine Setters, Operators, and Tenders
AI could do
16%
Actually does
2%
The Human Moat
Textile Bleaching and Dyeing Machine Operators and Tenders
AI could do
16%
Actually does
2%
The Human Moat
Farmworkers and Laborers, Crop, Nursery, and Greenhouse
AI could do
14%
Actually does
2%
The Human Moat
Heating, Air Conditioning, and Refrigeration Mechanics and Installers
AI could do
11%
Actually does
2%
The Human Moat
Roofers
AI could do
4%
Actually does
2%
The Sleeping Giant
Genetic Counselors
AI could do
50%
Actually does
1%
The Hybrid Zone
Industrial Production Managers
AI could do
48%
Actually does
1%
The Hybrid Zone
Civil Engineers
AI could do
45%
Actually does
1%
The Hybrid Zone
Funeral Home Managers
AI could do
43%
Actually does
1%
The Hybrid Zone
Photographic Process Workers and Processing Machine Operators
AI could do
38%
Actually does
1%
The Human Moat
Agricultural Technicians
AI could do
32%
Actually does
1%
The Human Moat
Occupational Therapists
AI could do
30%
Actually does
1%
The Human Moat
Child, Family, and School Social Workers
AI could do
24%
Actually does
1%
The Human Moat
Special Education Teachers, Preschool
AI could do
20%
Actually does
1%
The Human Moat
Childcare Workers
AI could do
15%
Actually does
1%
The Human Moat
Plumbers, Pipefitters, and Steamfitters
AI could do
10%
Actually does
1%
The Human Moat
Cooks, Restaurant
AI could do
9%
Actually does
1%
The Sleeping Giant
Telephone Operators
AI could do
89%
Actually does
0%
The Sleeping Giant
Legal Secretaries and Administrative Assistants
AI could do
70%
Actually does
0%
The Sleeping Giant
Speech-Language Pathology Assistants
AI could do
61%
Actually does
0%
The Sleeping Giant
Gambling Managers
AI could do
57%
Actually does
0%
The Sleeping Giant
New Accounts Clerks
AI could do
56%
Actually does
0%
The Sleeping Giant
Labor Relations Specialists
AI could do
55%
Actually does
0%
The Sleeping Giant
Nuclear Engineers
AI could do
55%
Actually does
0%
The Sleeping Giant
Architectural and Civil Drafters
AI could do
54%
Actually does
0%
The Sleeping Giant
Family and Consumer Sciences Teachers, Postsecondary
AI could do
54%
Actually does
0%
The Sleeping Giant
Petroleum Engineers
AI could do
53%
Actually does
0%
The Sleeping Giant
Animal Scientists
AI could do
53%
Actually does
0%
The Sleeping Giant
Postmasters and Mail Superintendents
AI could do
52%
Actually does
0%
The Sleeping Giant
Compensation and Benefits Managers
AI could do
51%
Actually does
0%
The Sleeping Giant
Shipping, Receiving, and Inventory Clerks
AI could do
50%
Actually does
0%
The Sleeping Giant
Cost Estimators
AI could do
50%
Actually does
0%
The Sleeping Giant
Interior Designers
AI could do
50%
Actually does
0%
The Sleeping Giant
Surveying and Mapping Technicians
AI could do
50%
Actually does
0%
The Sleeping Giant
Mechanical Drafters
AI could do
50%
Actually does
0%
The Sleeping Giant
Criminal Justice and Law Enforcement Teachers, Postsecondary
AI could do
50%
Actually does
0%
The Sleeping Giant
Insurance Appraisers, Auto Damage
AI could do
50%
Actually does
0%
The Sleeping Giant
Area, Ethnic, and Cultural Studies Teachers, Postsecondary
AI could do
50%
Actually does
0%
The Sleeping Giant
Agricultural Sciences Teachers, Postsecondary
AI could do
50%
Actually does
0%
The Hybrid Zone
Surveyors
AI could do
49%
Actually does
0%
The Hybrid Zone
Materials Engineers
AI could do
49%
Actually does
0%
The Hybrid Zone
Architecture Teachers, Postsecondary
AI could do
49%
Actually does
0%
The Hybrid Zone
Human Resources Managers
AI could do
48%
Actually does
0%
The Hybrid Zone
Pediatricians, General
AI could do
48%
Actually does
0%
The Hybrid Zone
Psychiatrists
AI could do
48%
Actually does
0%
The Hybrid Zone
Political Science Teachers, Postsecondary
AI could do
48%
Actually does
0%
The Hybrid Zone
Economics Teachers, Postsecondary
AI could do
48%
Actually does
0%
The Hybrid Zone
Mining and Geological Engineers, Including Mining Safety Engineers
AI could do
48%
Actually does
0%
The Hybrid Zone
Geography Teachers, Postsecondary
AI could do
48%
Actually does
0%
The Hybrid Zone
Health and Safety Engineers, Except Mining Safety Engineers and Inspectors
AI could do
47%
Actually does
0%
The Hybrid Zone
Fabric and Apparel Patternmakers
AI could do
47%
Actually does
0%
The Hybrid Zone
Chemical Engineers
AI could do
46%
Actually does
0%
The Hybrid Zone
Neurologists
AI could do
46%
Actually does
0%
The Hybrid Zone
Traffic Technicians
AI could do
46%
Actually does
0%
The Hybrid Zone
Speech-Language Pathologists
AI could do
45%
Actually does
0%
The Hybrid Zone
Chiropractors
AI could do
45%
Actually does
0%
The Hybrid Zone
Law Teachers, Postsecondary
AI could do
45%
Actually does
0%
The Hybrid Zone
Audiologists
AI could do
45%
Actually does
0%
The Hybrid Zone
Family Medicine Physicians
AI could do
44%
Actually does
0%
The Hybrid Zone
Industrial Engineering Technologists and Technicians
AI could do
44%
Actually does
0%
The Hybrid Zone
Transportation Inspectors
AI could do
44%
Actually does
0%
The Hybrid Zone
Meter Readers, Utilities
AI could do
44%
Actually does
0%
The Hybrid Zone
Epidemiologists
AI could do
44%
Actually does
0%
The Hybrid Zone
Gambling Surveillance Officers and Gambling Investigators
AI could do
44%
Actually does
0%
The Hybrid Zone
First-Line Supervisors of Gambling Services Workers
AI could do
43%
Actually does
0%
The Hybrid Zone
Conservation Scientists
AI could do
43%
Actually does
0%
The Hybrid Zone
Sound Engineering Technicians
AI could do
43%
Actually does
0%
The Hybrid Zone
Sociology Teachers, Postsecondary
AI could do
43%
Actually does
0%
The Hybrid Zone
Ophthalmologists, Except Pediatric
AI could do
43%
Actually does
0%
The Hybrid Zone
Agricultural Engineers
AI could do
43%
Actually does
0%
The Hybrid Zone
Food Service Managers
AI could do
42%
Actually does
0%
The Hybrid Zone
First-Line Supervisors of Firefighting and Prevention Workers
AI could do
42%
Actually does
0%
The Hybrid Zone
Landscape Architects
AI could do
42%
Actually does
0%
The Hybrid Zone
Emergency Management Directors
AI could do
42%
Actually does
0%
The Hybrid Zone
Physics Teachers, Postsecondary
AI could do
42%
Actually does
0%
The Hybrid Zone
Social Work Teachers, Postsecondary
AI could do
42%
Actually does
0%
The Hybrid Zone
Subway and Streetcar Operators
AI could do
41%
Actually does
0%
The Hybrid Zone
First-Line Supervisors of Production and Operating Workers
AI could do
40%
Actually does
0%
The Hybrid Zone
Occupational Health and Safety Technicians
AI could do
40%
Actually does
0%
The Hybrid Zone
Social and Human Service Assistants
AI could do
39%
Actually does
0%
The Hybrid Zone
Administrative Services Managers
AI could do
39%
Actually does
0%
The Hybrid Zone
Probation Officers and Correctional Treatment Specialists
AI could do
39%
Actually does
0%
The Hybrid Zone
Private Detectives and Investigators
AI could do
39%
Actually does
0%
The Hybrid Zone
Forensic Science Technicians
AI could do
39%
Actually does
0%
The Hybrid Zone
Set and Exhibit Designers
AI could do
39%
Actually does
0%
The Hybrid Zone
Radiologic Technologists and Technicians
AI could do
38%
Actually does
0%
The Hybrid Zone
Physician Assistants
AI could do
38%
Actually does
0%
The Hybrid Zone
Midwives
AI could do
38%
Actually does
0%
The Hybrid Zone
Dermatologists
AI could do
38%
Actually does
0%
The Hybrid Zone
Power Distributors and Dispatchers
AI could do
38%
Actually does
0%
The Hybrid Zone
Light Truck Drivers
AI could do
37%
Actually does
0%
The Hybrid Zone
Foresters
AI could do
37%
Actually does
0%
The Hybrid Zone
Farm and Home Management Educators
AI could do
37%
Actually does
0%
The Hybrid Zone
Farmers, Ranchers, and Other Agricultural Managers
AI could do
37%
Actually does
0%
The Hybrid Zone
Cardiovascular Technologists and Technicians
AI could do
36%
Actually does
0%
The Hybrid Zone
Airline Pilots, Copilots, and Flight Engineers
AI could do
35%
Actually does
0%
The Hybrid Zone
Rehabilitation Counselors
AI could do
35%
Actually does
0%
The Hybrid Zone
Electro-Mechanical and Mechatronics Technologists and Technicians
AI could do
35%
Actually does
0%
The Hybrid Zone
Food Scientists and Technologists
AI could do
35%
Actually does
0%
The Hybrid Zone
Animal Control Workers
AI could do
35%
Actually does
0%
The Human Moat
Parts Salespersons
AI could do
34%
Actually does
0%
The Human Moat
Air Traffic Controllers
AI could do
34%
Actually does
0%
The Human Moat
Electrical and Electronics Repairers, Powerhouse, Substation, and Relay
AI could do
34%
Actually does
0%
The Human Moat
Makeup Artists, Theatrical and Performance
AI could do
34%
Actually does
0%
The Human Moat
First-Line Supervisors of Police and Detectives
AI could do
33%
Actually does
0%
The Human Moat
Occupational Health and Safety Specialists
AI could do
33%
Actually does
0%
The Human Moat
Career/Technical Education Teachers, Secondary School
AI could do
33%
Actually does
0%
The Human Moat
Ophthalmic Medical Technicians
AI could do
33%
Actually does
0%
The Human Moat
Community Health Workers
AI could do
32%
Actually does
0%
The Human Moat
Coin, Vending, and Amusement Machine Servicers and Repairers
AI could do
32%
Actually does
0%
The Human Moat
Career/Technical Education Teachers, Middle School
AI could do
32%
Actually does
0%
The Human Moat
Recreational Therapists
AI could do
32%
Actually does
0%
The Human Moat
Aerospace Engineering and Operations Technologists and Technicians
AI could do
32%
Actually does
0%
The Human Moat
Parking Enforcement Workers
AI could do
32%
Actually does
0%
The Human Moat
Nuclear Power Reactor Operators
AI could do
32%
Actually does
0%
The Human Moat
Postal Service Clerks
AI could do
31%
Actually does
0%
The Human Moat
Electrical and Electronics Repairers, Commercial and Industrial Equipment
AI could do
31%
Actually does
0%
The Human Moat
Umpires, Referees, and Other Sports Officials
AI could do
31%
Actually does
0%
The Human Moat
Coaches and Scouts
AI could do
30%
Actually does
0%
The Human Moat
Merchandise Displayers and Window Trimmers
AI could do
30%
Actually does
0%
The Human Moat
Diagnostic Medical Sonographers
AI could do
30%
Actually does
0%
The Human Moat
Medical Equipment Repairers
AI could do
30%
Actually does
0%
The Human Moat
Optometrists
AI could do
30%
Actually does
0%
The Human Moat
Aircraft Cargo Handling Supervisors
AI could do
30%
Actually does
0%
The Human Moat
Orthodontists
AI could do
30%
Actually does
0%
The Human Moat
Printing Press Operators
AI could do
29%
Actually does
0%
The Human Moat
Opticians, Dispensing
AI could do
29%
Actually does
0%
The Human Moat
Non-Destructive Testing Specialists
AI could do
29%
Actually does
0%
The Human Moat
Weighers, Measurers, Checkers, and Samplers, Recordkeeping
AI could do
29%
Actually does
0%
The Human Moat
Locomotive Engineers
AI could do
29%
Actually does
0%
The Human Moat
Fire Inspectors and Investigators
AI could do
29%
Actually does
0%
The Human Moat
Podiatrists
AI could do
29%
Actually does
0%
The Human Moat
Bridge and Lock Tenders
AI could do
29%
Actually does
0%
The Human Moat
Heavy and Tractor-Trailer Truck Drivers
AI could do
28%
Actually does
0%
The Human Moat
Railroad Conductors and Yardmasters
AI could do
28%
Actually does
0%
The Human Moat
First-Line Supervisors of Farming, Fishing, and Forestry Workers
AI could do
28%
Actually does
0%
The Human Moat
Radiation Therapists
AI could do
28%
Actually does
0%
The Human Moat
Orthotists and Prosthetists
AI could do
28%
Actually does
0%
The Human Moat
Fish and Game Wardens
AI could do
28%
Actually does
0%
The Human Moat
Dental Assistants
AI could do
27%
Actually does
0%
The Human Moat
Animal Caretakers
AI could do
27%
Actually does
0%
The Human Moat
Mental Health and Substance Abuse Social Workers
AI could do
27%
Actually does
0%
The Human Moat
Occupational Therapy Assistants
AI could do
27%
Actually does
0%
The Human Moat
Gambling and Sports Book Writers and Runners
AI could do
27%
Actually does
0%
The Human Moat
Gas Compressor and Gas Pumping Station Operators
AI could do
27%
Actually does
0%
The Human Moat
Correctional Officers and Jailers
AI could do
26%
Actually does
0%
The Human Moat
Bakers
AI could do
26%
Actually does
0%
The Human Moat
Chefs and Head Cooks
AI could do
26%
Actually does
0%
The Human Moat
Transportation Security Screeners
AI could do
26%
Actually does
0%
The Human Moat
Captains, Mates, and Pilots of Water Vessels
AI could do
26%
Actually does
0%
The Human Moat
Gambling Change Persons and Booth Cashiers
AI could do
26%
Actually does
0%
The Human Moat
Exercise Physiologists
AI could do
26%
Actually does
0%
The Human Moat
Costume Attendants
AI could do
26%
Actually does
0%
The Human Moat
Licensed Practical and Licensed Vocational Nurses
AI could do
25%
Actually does
0%
The Human Moat
Anesthesiologists
AI could do
25%
Actually does
0%
The Human Moat
Pump Operators, Except Wellhead Pumpers
AI could do
25%
Actually does
0%
The Human Moat
Transit and Railroad Police
AI could do
25%
Actually does
0%
The Human Moat
Recreation Workers
AI could do
24%
Actually does
0%
The Human Moat
Bus Drivers, Transit and Intercity
AI could do
24%
Actually does
0%
The Human Moat
Commercial Pilots
AI could do
24%
Actually does
0%
The Human Moat
Audiovisual Equipment Installers and Repairers
AI could do
24%
Actually does
0%
The Human Moat
Avionics Technicians
AI could do
24%
Actually does
0%
The Human Moat
Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic
AI could do
24%
Actually does
0%
The Human Moat
Museum Technicians and Conservators
AI could do
24%
Actually does
0%
The Human Moat
Electrical and Electronics Installers and Repairers, Transportation Equipment
AI could do
24%
Actually does
0%
The Human Moat
Cooks, Private Household
AI could do
24%
Actually does
0%
The Human Moat
Preschool Teachers, Except Special Education
AI could do
23%
Actually does
0%
The Human Moat
Postal Service Mail Carriers
AI could do
23%
Actually does
0%
The Human Moat
Machinists
AI could do
23%
Actually does
0%
The Human Moat
Kindergarten Teachers, Except Special Education
AI could do
23%
Actually does
0%
The Human Moat
Semiconductor Processing Technicians
AI could do
23%
Actually does
0%
The Human Moat
Mail Clerks and Mail Machine Operators, Except Postal Service
AI could do
22%
Actually does
0%
The Human Moat
Coil Winders, Tapers, and Finishers
AI could do
22%
Actually does
0%
The Human Moat
Forest Fire Inspectors and Prevention Specialists
AI could do
22%
Actually does
0%
The Human Moat
Geothermal Technicians
AI could do
21%
Actually does
0%
The Human Moat
Log Graders and Scalers
AI could do
21%
Actually does
0%
The Human Moat
Refuse and Recyclable Material Collectors
AI could do
20%
Actually does
0%
The Human Moat
Respiratory Therapists
AI could do
20%
Actually does
0%
The Human Moat
Skincare Specialists
AI could do
20%
Actually does
0%
The Human Moat
Floral Designers
AI could do
20%
Actually does
0%
The Human Moat
Hearing Aid Specialists
AI could do
20%
Actually does
0%
The Human Moat
Rail Yard Engineers, Dinkey Operators, and Hostlers
AI could do
20%
Actually does
0%
The Human Moat
Watch and Clock Repairers
AI could do
20%
Actually does
0%
The Human Moat
Bartenders
AI could do
19%
Actually does
0%
The Human Moat
Dental Hygienists
AI could do
19%
Actually does
0%
The Human Moat
Tool and Die Makers
AI could do
19%
Actually does
0%
The Human Moat
Logging Equipment Operators
AI could do
19%
Actually does
0%
The Human Moat
Upholsterers
AI could do
19%
Actually does
0%
The Human Moat
Stockers and Order Fillers
AI could do
18%
Actually does
0%
The Human Moat
Waiters and Waitresses
AI could do
18%
Actually does
0%
The Human Moat
Phlebotomists
AI could do
18%
Actually does
0%
The Human Moat
Physical Therapist Aides
AI could do
18%
Actually does
0%
The Human Moat
Crane and Tower Operators
AI could do
18%
Actually does
0%
The Human Moat
Outdoor Power Equipment and Other Small Engine Mechanics
AI could do
18%
Actually does
0%
The Human Moat
Funeral Attendants
AI could do
18%
Actually does
0%
The Human Moat
Rolling Machine Setters, Operators, and Tenders, Metal and Plastic
AI could do
18%
Actually does
0%
The Human Moat
Elevator and Escalator Installers and Repairers
AI could do
18%
Actually does
0%
The Human Moat
Jewelers and Precious Stone and Metal Workers
AI could do
18%
Actually does
0%
The Human Moat
Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic
AI could do
18%
Actually does
0%
The Human Moat
Motion Picture Projectionists
AI could do
18%
Actually does
0%
The Human Moat
Security Guards
AI could do
17%
Actually does
0%
The Human Moat
Nurse Anesthetists
AI could do
17%
Actually does
0%
The Human Moat
Railroad Brake, Signal, and Switch Operators and Locomotive Firers
AI could do
17%
Actually does
0%
The Human Moat
Electronic Equipment Installers and Repairers, Motor Vehicles
AI could do
17%
Actually does
0%
The Human Moat
Ship Engineers
AI could do
17%
Actually does
0%
The Human Moat
Acupuncturists
AI could do
17%
Actually does
0%
The Human Moat
Animal Breeders
AI could do
17%
Actually does
0%
The Human Moat
Veterinary Technologists and Technicians
AI could do
16%
Actually does
0%
The Human Moat
Stationary Engineers and Boiler Operators
AI could do
16%
Actually does
0%
The Human Moat
Morticians, Undertakers, and Funeral Arrangers
AI could do
16%
Actually does
0%
The Human Moat
Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic
AI could do
16%
Actually does
0%
The Human Moat
Barbers
AI could do
16%
Actually does
0%
The Human Moat
Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders
AI could do
16%
Actually does
0%
The Human Moat
Model Makers, Metal and Plastic
AI could do
16%
Actually does
0%
The Human Moat
Electricians
AI could do
15%
Actually does
0%
The Human Moat
Chemical Equipment Operators and Tenders
AI could do
15%
Actually does
0%
The Human Moat
Physical Therapist Assistants
AI could do
15%
Actually does
0%
The Human Moat
Home Appliance Repairers
AI could do
15%
Actually does
0%
The Human Moat
Chemical Plant and System Operators
AI could do
15%
Actually does
0%
The Human Moat
Patternmakers, Metal and Plastic
AI could do
15%
Actually does
0%
The Human Moat
Model Makers, Wood
AI could do
15%
Actually does
0%
The Human Moat
Maintenance and Repair Workers, General
AI could do
14%
Actually does
0%
The Human Moat
Carpenters
AI could do
14%
Actually does
0%
The Human Moat
Firefighters
AI could do
14%
Actually does
0%
The Human Moat
Ushers, Lobby Attendants, and Ticket Takers
AI could do
14%
Actually does
0%
The Human Moat
Gambling Dealers
AI could do
14%
Actually does
0%
The Human Moat
Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders
AI could do
14%
Actually does
0%
The Human Moat
Maintenance Workers, Machinery
AI could do
14%
Actually does
0%
The Human Moat
Mechanical Door Repairers
AI could do
14%
Actually does
0%
The Human Moat
Earth Drillers, Except Oil and Gas
AI could do
14%
Actually does
0%
The Human Moat
Medical Appliance Technicians
AI could do
14%
Actually does
0%
The Human Moat
Shampooers
AI could do
14%
Actually does
0%
The Human Moat
Etchers and Engravers
AI could do
14%
Actually does
0%
The Human Moat
Nuclear Technicians
AI could do
14%
Actually does
0%
The Human Moat
Explosives Workers, Ordnance Handling Experts, and Blasters
AI could do
14%
Actually does
0%
The Human Moat
Farm Labor Contractors
AI could do
14%
Actually does
0%
The Human Moat
Food Servers, Nonrestaurant
AI could do
13%
Actually does
0%
The Human Moat
Aircraft Mechanics and Service Technicians
AI could do
13%
Actually does
0%
The Human Moat
Butchers and Meat Cutters
AI could do
13%
Actually does
0%
The Human Moat
Automotive and Watercraft Service Attendants
AI could do
13%
Actually does
0%
The Human Moat
Control and Valve Installers and Repairers, Except Mechanical Door
AI could do
13%
Actually does
0%
The Human Moat
Food Cooking Machine Operators and Tenders
AI could do
13%
Actually does
0%
The Human Moat
Layout Workers, Metal and Plastic
AI could do
13%
Actually does
0%
The Human Moat
Cooks, Institution and Cafeteria
AI could do
12%
Actually does
0%
The Human Moat
Food Batchmakers
AI could do
12%
Actually does
0%
The Human Moat
Psychiatric Technicians
AI could do
12%
Actually does
0%
The Human Moat
Water and Wastewater Treatment Plant and System Operators
AI could do
12%
Actually does
0%
The Human Moat
Cabinetmakers and Bench Carpenters
AI could do
12%
Actually does
0%
The Human Moat
Farm Equipment Mechanics and Service Technicians
AI could do
12%
Actually does
0%
The Human Moat
Psychiatric Aides
AI could do
12%
Actually does
0%
The Human Moat
Parking Attendants
AI could do
11%
Actually does
0%
The Human Moat
Mixing and Blending Machine Setters, Operators, and Tenders
AI could do
11%
Actually does
0%
The Human Moat
Crossing Guards and Flaggers
AI could do
11%
Actually does
0%
The Human Moat
Medical Equipment Preparers
AI could do
11%
Actually does
0%
The Human Moat
Marriage and Family Therapists
AI could do
11%
Actually does
0%
The Human Moat
Solar Photovoltaic Installers
AI could do
11%
Actually does
0%
The Human Moat
Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders
AI could do
11%
Actually does
0%
The Human Moat
Electric Motor, Power Tool, and Related Repairers
AI could do
11%
Actually does
0%
The Human Moat
Radio, Cellular, and Tower Equipment Installers and Repairers
AI could do
11%
Actually does
0%
The Human Moat
Nursing Assistants
AI could do
10%
Actually does
0%
The Human Moat
Packers and Packagers, Hand
AI could do
10%
Actually does
0%
The Human Moat
Mobile Heavy Equipment Mechanics, Except Engines
AI could do
10%
Actually does
0%
The Human Moat
Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic
AI could do
10%
Actually does
0%
The Human Moat
Postal Service Mail Sorters, Processors, and Processing Machine Operators
AI could do
10%
Actually does
0%
The Human Moat
Engine and Other Machine Assemblers
AI could do
10%
Actually does
0%
The Human Moat
Plating Machine Setters, Operators, and Tenders, Metal and Plastic
AI could do
10%
Actually does
0%
The Human Moat
Graders and Sorters, Agricultural Products
AI could do
10%
Actually does
0%
The Human Moat
Conveyor Operators and Tenders
AI could do
10%
Actually does
0%
The Human Moat
Rail Car Repairers
AI could do
10%
Actually does
0%
The Human Moat
Animal Trainers
AI could do
10%
Actually does
0%
The Human Moat
Metal-Refining Furnace Operators and Tenders
AI could do
10%
Actually does
0%
The Human Moat
Bicycle Repairers
AI could do
10%
Actually does
0%
The Human Moat
Welders, Cutters, Solderers, and Brazers
AI could do
9%
Actually does
0%
The Human Moat
Machine Feeders and Offbearers
AI could do
9%
Actually does
0%
The Human Moat
Tile and Stone Setters
AI could do
9%
Actually does
0%
The Human Moat
Print Binding and Finishing Workers
AI could do
9%
Actually does
0%
The Human Moat
Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders
AI could do
9%
Actually does
0%
The Human Moat
Ophthalmic Laboratory Technicians
AI could do
9%
Actually does
0%
The Human Moat
Biofuels Processing Technicians
AI could do
9%
Actually does
0%
The Human Moat
Ambulance Drivers and Attendants, Except Emergency Medical Technicians
AI could do
9%
Actually does
0%
The Human Moat
Shoe Machine Operators and Tenders
AI could do
9%
Actually does
0%
The Human Moat
Automotive Service Technicians and Mechanics
AI could do
8%
Actually does
0%
The Human Moat
Cleaners of Vehicles and Equipment
AI could do
8%
Actually does
0%
The Human Moat
Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers
AI could do
8%
Actually does
0%
The Human Moat
Manicurists and Pedicurists
AI could do
8%
Actually does
0%
The Human Moat
Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic
AI could do
8%
Actually does
0%
The Human Moat
Sewing Machine Operators
AI could do
8%
Actually does
0%
The Human Moat
Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders
AI could do
8%
Actually does
0%
The Human Moat
Glaziers
AI could do
8%
Actually does
0%
The Human Moat
Hazardous Materials Removal Workers
AI could do
8%
Actually does
0%
The Human Moat
Septic Tank Servicers and Sewer Pipe Cleaners
AI could do
8%
Actually does
0%
The Human Moat
Motorboat Mechanics and Service Technicians
AI could do
8%
Actually does
0%
The Human Moat
Plasterers and Stucco Masons
AI could do
8%
Actually does
0%
The Human Moat
Locksmiths and Safe Repairers
AI could do
8%
Actually does
0%
The Human Moat
Signal and Track Switch Repairers
AI could do
8%
Actually does
0%
The Human Moat
Cooling and Freezing Equipment Operators and Tenders
AI could do
8%
Actually does
0%
The Human Moat
Rock Splitters, Quarry
AI could do
8%
Actually does
0%
The Human Moat
Manufactured Building and Mobile Home Installers
AI could do
8%
Actually does
0%
The Human Moat
Sheet Metal Workers
AI could do
7%
Actually does
0%
The Human Moat
Surgical Technologists
AI could do
7%
Actually does
0%
The Human Moat
Massage Therapists
AI could do
7%
Actually does
0%
The Human Moat
Woodworking Machine Setters, Operators, and Tenders, Except Sawing
AI could do
7%
Actually does
0%
The Human Moat
Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders
AI could do
7%
Actually does
0%
The Human Moat
Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders
AI could do
7%
Actually does
0%
The Human Moat
Reinforcing Iron and Rebar Workers
AI could do
7%
Actually does
0%
The Human Moat
Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers
AI could do
7%
Actually does
0%
The Human Moat
Tank Car, Truck, and Ship Loaders
AI could do
7%
Actually does
0%
The Human Moat
Floor Sanders and Finishers
AI could do
7%
Actually does
0%
The Human Moat
Commercial Divers
AI could do
7%
Actually does
0%
The Human Moat
Fast Food and Counter Workers
AI could do
6%
Actually does
0%
The Human Moat
Painters, Construction and Maintenance
AI could do
6%
Actually does
0%
The Human Moat
Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic
AI could do
6%
Actually does
0%
The Human Moat
Tree Trimmers and Pruners
AI could do
6%
Actually does
0%
The Human Moat
Service Unit Operators, Oil and Gas
AI could do
6%
Actually does
0%
The Human Moat
Sawing Machine Setters, Operators, and Tenders, Wood
AI could do
6%
Actually does
0%
The Human Moat
Farmworkers, Farm, Ranch, and Aquacultural Animals
AI could do
6%
Actually does
0%
The Human Moat
Pesticide Handlers, Sprayers, and Applicators, Vegetation
AI could do
6%
Actually does
0%
The Human Moat
Recreational Vehicle Service Technicians
AI could do
6%
Actually does
0%
The Human Moat
Locker Room, Coatroom, and Dressing Room Attendants
AI could do
6%
Actually does
0%
The Human Moat
Carpet Installers
AI could do
6%
Actually does
0%
The Human Moat
Adhesive Bonding Machine Operators and Tenders
AI could do
6%
Actually does
0%
The Human Moat
Shoe and Leather Workers and Repairers
AI could do
6%
Actually does
0%
The Human Moat
Operating Engineers and Other Construction Equipment Operators
AI could do
5%
Actually does
0%
The Human Moat
Laundry and Dry-Cleaning Workers
AI could do
5%
Actually does
0%
The Human Moat
Insulation Workers, Floor, Ceiling, and Wall
AI could do
5%
Actually does
0%
The Human Moat
Fence Erectors
AI could do
5%
Actually does
0%
The Human Moat
Rotary Drill Operators, Oil and Gas
AI could do
5%
Actually does
0%
The Human Moat
Prosthodontists
AI could do
5%
Actually does
0%
The Human Moat
Laborers and Freight, Stock, and Material Movers, Hand
AI could do
4%
Actually does
0%
The Human Moat
Food Preparation Workers
AI could do
4%
Actually does
0%
The Human Moat
Coating, Painting, and Spraying Machine Setters, Operators, and Tenders
AI could do
4%
Actually does
0%
The Human Moat
Automotive Body and Related Repairers
AI could do
4%
Actually does
0%
The Human Moat
Drywall and Ceiling Tile Installers
AI could do
4%
Actually does
0%
The Human Moat
Brickmasons and Blockmasons
AI could do
4%
Actually does
0%
The Human Moat
Dental Laboratory Technicians
AI could do
4%
Actually does
0%
The Human Moat
Pipelayers
AI could do
4%
Actually does
0%
The Human Moat
Sailors and Marine Oilers
AI could do
4%
Actually does
0%
The Human Moat
Surgical Assistants
AI could do
4%
Actually does
0%
The Human Moat
Bailiffs
AI could do
4%
Actually does
0%
The Human Moat
Grinding and Polishing Workers, Hand
AI could do
4%
Actually does
0%
The Human Moat
Wind Turbine Service Technicians
AI could do
4%
Actually does
0%
The Human Moat
Forging Machine Setters, Operators, and Tenders, Metal and Plastic
AI could do
4%
Actually does
0%
The Human Moat
Oral and Maxillofacial Surgeons
AI could do
4%
Actually does
0%
The Human Moat
Embalmers
AI could do
4%
Actually does
0%
The Human Moat
Sewers, Hand
AI could do
4%
Actually does
0%
The Human Moat
Industrial Truck and Tractor Operators
AI could do
3%
Actually does
0%
The Human Moat
Telecommunications Line Installers and Repairers
AI could do
3%
Actually does
0%
The Human Moat
Helpers--Installation, Maintenance, and Repair Workers
AI could do
3%
Actually does
0%
The Human Moat
Furniture Finishers
AI could do
3%
Actually does
0%
The Human Moat
Boilermakers
AI could do
3%
Actually does
0%
The Human Moat
Tool Grinders, Filers, and Sharpeners
AI could do
3%
Actually does
0%
The Human Moat
Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic
AI could do
3%
Actually does
0%
The Human Moat
Fallers
AI could do
3%
Actually does
0%
The Human Moat
Paperhangers
AI could do
3%
Actually does
0%
The Human Moat
Landscaping and Groundskeeping Workers
AI could do
2%
Actually does
0%
The Human Moat
Highway Maintenance Workers
AI could do
2%
Actually does
0%
The Human Moat
Helpers--Electricians
AI could do
2%
Actually does
0%
The Human Moat
Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic
AI could do
2%
Actually does
0%
The Human Moat
Structural Metal Fabricators and Fitters
AI could do
2%
Actually does
0%
The Human Moat
Millwrights
AI could do
2%
Actually does
0%
The Human Moat
Tire Builders
AI could do
2%
Actually does
0%
The Human Moat
Fiberglass Laminators and Fabricators
AI could do
2%
Actually does
0%
The Human Moat
Loading and Moving Machine Operators, Underground Mining
AI could do
2%
Actually does
0%
The Human Moat
Musical Instrument Repairers and Tuners
AI could do
2%
Actually does
0%
The Human Moat
Exercise Trainers and Group Fitness Instructors
AI could do
1%
Actually does
0%
The Human Moat
Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic
AI could do
1%
Actually does
0%
The Human Moat
Pressers, Textile, Garment, and Related Materials
AI could do
1%
Actually does
0%
The Human Moat
Janitors and Cleaners, Except Maids and Housekeeping Cleaners
AI could do
0%
Actually does
0%
The Human Moat
Maids and Housekeeping Cleaners
AI could do
0%
Actually does
0%
The Human Moat
Cooks, Fast Food
AI could do
0%
Actually does
0%
The Human Moat
Dining Room and Cafeteria Attendants and Bartender Helpers
AI could do
0%
Actually does
0%
The Human Moat
Dishwashers
AI could do
0%
Actually does
0%
The Human Moat
Packaging and Filling Machine Operators and Tenders
AI could do
0%
Actually does
0%
The Human Moat
Bus and Truck Mechanics and Diesel Engine Specialists
AI could do
0%
Actually does
0%
The Human Moat
Cement Masons and Concrete Finishers
AI could do
0%
Actually does
0%
The Human Moat
Meat, Poultry, and Fish Cutters and Trimmers
AI could do
0%
Actually does
0%
The Human Moat
Cooks, Short Order
AI could do
0%
Actually does
0%
The Human Moat
Electrical Power-Line Installers and Repairers
AI could do
0%
Actually does
0%
The Human Moat
Tire Repairers and Changers
AI could do
0%
Actually does
0%
The Human Moat
Paper Goods Machine Setters, Operators, and Tenders
AI could do
0%
Actually does
0%
The Human Moat
Orderlies
AI could do
0%
Actually does
0%
The Human Moat
Roustabouts, Oil and Gas
AI could do
0%
Actually does
0%
The Human Moat
Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters
AI could do
0%
Actually does
0%
The Human Moat
Paving, Surfacing, and Tamping Equipment Operators
AI could do
0%
Actually does
0%
The Human Moat
Excavating and Loading Machine and Dragline Operators, Surface Mining
AI could do
0%
Actually does
0%
The Human Moat
Molders, Shapers, and Casters, Except Metal and Plastic
AI could do
0%
Actually does
0%
The Human Moat
Agricultural Equipment Operators
AI could do
0%
Actually does
0%
The Human Moat
Floor Layers, Except Carpet, Wood, and Hard Tiles
AI could do
0%
Actually does
0%
The Human Moat
Riggers
AI could do
0%
Actually does
0%
The Human Moat
Helpers--Carpenters
AI could do
0%
Actually does
0%
The Human Moat
Automotive Glass Installers and Repairers
AI could do
0%
Actually does
0%
The Human Moat
Rail-Track Laying and Maintenance Equipment Operators
AI could do
0%
Actually does
0%
The Human Moat
Wellhead Pumpers
AI could do
0%
Actually does
0%
The Human Moat
Athletes and Sports Competitors
AI could do
0%
Actually does
0%
The Human Moat
Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters
AI could do
0%
Actually does
0%
The Human Moat
Continuous Mining Machine Operators
AI could do
0%
Actually does
0%
The Human Moat
Motorcycle Mechanics
AI could do
0%
Actually does
0%
The Human Moat
Tapers
AI could do
0%
Actually does
0%
The Human Moat
Foundry Mold and Coremakers
AI could do
0%
Actually does
0%
The Human Moat
Derrick Operators, Oil and Gas
AI could do
0%
Actually does
0%
The Human Moat
Painting, Coating, and Decorating Workers
AI could do
0%
Actually does
0%
The Human Moat
Stonemasons
AI could do
0%
Actually does
0%
The Human Moat
Helpers--Painters, Paperhangers, Plasterers, and Stucco Masons
AI could do
0%
Actually does
0%
The Human Moat
Helpers--Extraction Workers
AI could do
0%
Actually does
0%
The Human Moat
Cutters and Trimmers, Hand
AI could do
0%
Actually does
0%
The Human Moat
Helpers--Roofers
AI could do
0%
Actually does
0%
The Human Moat
Pourers and Casters, Metal
AI could do
0%
Actually does
0%
The Human Moat
Hoist and Winch Operators
AI could do
0%
Actually does
0%
The Human Moat
Motorboat Operators
AI could do
0%
Actually does
0%
The Human Moat
Pile Driver Operators
AI could do
0%
Actually does
0%
The Human Moat
Roof Bolters, Mining
AI could do
0%
Actually does
0%
The Human Moat
Terrazzo Workers and Finishers
AI could do
0%
Actually does
0%
The Human Moat
Refractory Materials Repairers, Except Brickmasons
AI could do
0%
Actually does
0%
The Human Moat
Dredge Operators
AI could do
0%
Actually does
0%