Occupation Ranking 🏆️
Explore curated, data-driven rankings of occupations by automation risk, wages, and growth. These lists help professionals and policymakers make informed decisions.
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High-Pay, Low-Risk Futures
Occupations paying >$80k with less than 30% combined exposure to automation.
Cardiologists
Mean Wage
$432,490
AI Risk
1%
Physical Scientists, All Other
Mean Wage
$123,070
AI Risk
1%
Psychologists, All Other
Mean Wage
$111,340
AI Risk
1%
Life Scientists, All Other
Mean Wage
$101,940
AI Risk
1%
Social Sciences Teachers, Postsecondary, All Other
Mean Wage
$92,950
AI Risk
1%
Mathematical Science Occupations, All Other
Mean Wage
$84,700
AI Risk
1%
Most Vulnerable to AI
The top 10 occupations facing immediate disruption from Large Language Models.
Statisticians
AI Risk
65%
Employees
29,800
Data Entry Keyers
AI Risk
65%
Employees
135,280
Market Research Analysts and Marketing Specialists
AI Risk
65%
Employees
861,140
Data Warehousing Specialists
AI Risk
64%
Employees
-
Intelligence Analysts
AI Risk
64%
Employees
-
File Clerks
AI Risk
63%
Employees
78,980
Economists
AI Risk
63%
Employees
15,880
Information Security Analysts
AI Risk
63%
Employees
179,430
Automotive Engineers
AI Risk
62%
Employees
-
Word Processors and Typists
AI Risk
62%
Employees
36,030
Absolute Safest Occupations
Roles relying heavily on complex human interaction, emotional intelligence, or highly unpredictable physical environments.
Media and Communication Equipment Workers, All Other
AI Risk
1%
Robot Risk
1%
Teaching Assistants, All Other
AI Risk
1%
Robot Risk
1%
Social Sciences Teachers, Postsecondary, All Other
AI Risk
1%
Robot Risk
1%
Religious Workers, All Other
AI Risk
1%
Robot Risk
1%
Hydrologic Technicians
AI Risk
1%
Robot Risk
1%
Psychologists, All Other
AI Risk
1%
Robot Risk
1%
Physical Scientists, All Other
AI Risk
1%
Robot Risk
1%
Life Scientists, All Other
AI Risk
1%
Robot Risk
1%
Drafters, All Other
AI Risk
1%
Robot Risk
1%
Mathematical Science Occupations, All Other
AI Risk
1%
Robot Risk
1%