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Life, Physical & Social Sciences

78 occupations

Theoretical65%
Observed14%
Exposure Gap51pp

The difference between what AI could theoretically automate and what is actually observed in practice.

Avg. Risk
26/100
Highest Risk
48/100
Bioinformatics Scientists
Lowest Risk
14/100
Entomologists
occupations
78

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Very High

Bioinformatics Scientists

Risk Score
48/100
2024-34:~+9.0%
~36K jobs
View details
High

Political Scientists

Risk Score
47/100
2024-34:~-3.0%
~6K jobs
View details
High

Survey Researchers

Risk Score
46/100
2024-34:~-5.0%
~16K jobs
View details
High

Health Services Researchers

Risk Score
46/100
2024-34:~+17.0%
~43K jobs
View details
High

Labor Economists

Risk Score
46/100
2024-34:~+6.0%
~16K jobs
View details
High

Epidemiologists

Risk Score
45/100
2024-34:~+16.0%
~10K jobs
View details
High

Atmospheric Scientists

Risk Score
42/100
2024-34:~+6.0%
~11K jobs
View details
High

Sociologists

Risk Score
41/100
2024-34:~+5.0%
~3K jobs
View details
High

Cartographers

Risk Score
40/100
2024-34:~+5.0%
~12K jobs
View details
High

Electrical Engineers

Risk Score
35/100
2024-34:~+5.0%
~193K jobs
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High

Climate Scientists

Risk Score
34/100
2024-34:~+6.0%
~10K jobs
View details
Medium

Geographers

Risk Score
34/100
2024-34:~-3.0%
~2K jobs
View details
Medium

Biomedical Engineers

Risk Score
33/100
2024-34:~+5.0%
~20K jobs
View details
High

Aerospace Test Engineers

Risk Score
33/100
2024-34:~+6.0%
~12K jobs
View details
High

Renewable Energy Consultants

Risk Score
33/100
2024-34:~+10.0%
~15K jobs
View details
Medium

Economists

Risk Score
32/100
2024-34:~+6.0%
~20K jobs
View details
Medium

Materials Scientists

Risk Score
32/100
2024-34:~+6.0%
~8K jobs
View details
High

Biochemists and Biophysicists

Risk Score
32/100
2024-34:~+7.0%
~35K jobs
View details
Medium

Materials Engineers

Risk Score
31/100
2024-34:~+6.0%
~28K jobs
View details
Medium

Clinical Psychologists

Risk Score
30/100
2024-34:~+6.0%
~192K jobs
View details
Medium

Toxicologists

Risk Score
30/100
2024-34:~+6.0%
~13K jobs
View details
Medium

Urban and Regional Planners

Risk Score
29/100
2024-34:~+4.0%
~39K jobs
View details
Medium

Chemists

Risk Score
28/100
2024-34:~+5.0%
~85K jobs
View details
Medium

Geoscientists, Except Hydrologists and Geographers

Risk Score
28/100
2024-34:~+5.0%
~28K jobs
View details
Medium

Forensic Science Technicians

Risk Score
28/100
2024-34:~+14.0%
~18K jobs
View details
Medium

Hydrologists

Risk Score
28/100
2024-34:~0.0%
~7K jobs
View details
Medium

Environmental Compliance Inspectors

Risk Score
28/100
2024-34:~+5.0%
~55K jobs
View details
Medium

Anthropologists

Risk Score
28/100
2024-34:~+5.0%
~9K jobs
View details
Medium

Nuclear Engineers

Risk Score
28/100
2024-34:~-1.0%
~16K jobs
View details
Medium

Geological Technicians

Risk Score
28/100
2024-34:~+2.0%
~23K jobs
View details
Medium

Marine Engineers

Risk Score
28/100
2024-34:~+4.0%
~8K jobs
View details
Medium

Industrial Engineers

Risk Score
27/100
2024-34:~+12.0%
~303K jobs
View details
Medium

Marine Biologists

Risk Score
27/100
2024-34:~+5.0%
~46K jobs
View details
Medium

Forensic Chemists

Risk Score
27/100
2024-34:~+4.0%
~17K jobs
View details
Medium

Industrial Ecologists

Risk Score
27/100
2024-34:~+7.0%
~28K jobs
View details
Medium

Environmental Scientists

Risk Score
26/100
2024-34:~+6.0%
~87K jobs
View details
Medium

Physicists

Risk Score
26/100
2024-34:~+2.0%
~20K jobs
View details
Medium

Food Scientists

Risk Score
26/100
2024-34:~+7.0%
~18K jobs
View details
Medium

Conservation Biologists

Risk Score
26/100
2024-34:~+5.0%
~18K jobs
View details
Medium

Wildlife Biologists

Risk Score
26/100
2024-34:~+5.0%
~20K jobs
View details
Medium

Agricultural Scientists

Risk Score
25/100
2024-34:~+8.0%
~36K jobs
View details
High

Geneticists

Risk Score
25/100
2024-34:~+7.0%
~36K jobs
View details
High

Crystallographers

Risk Score
25/100
2024-34:~+4.0%
~6K jobs
View details
Medium

Astronomers

Risk Score
24/100
2024-34:~+3.0%
~3K jobs
View details
Medium

Mechanical Engineers

Risk Score
24/100
2024-34:~+9.0%
~282K jobs
View details
Medium

Soil Scientists

Risk Score
24/100
2024-34:~+5.0%
~9K jobs
View details
Medium

Conservation Scientists

Risk Score
24/100
2024-34:~+5.0%
~22K jobs
View details
Medium

Zoologists

Risk Score
24/100
2024-34:~+5.0%
~18K jobs
View details
High

Neuroscientists

Risk Score
24/100
2024-34:~+7.0%
~22K jobs
View details
High

Virologists

Risk Score
24/100
2024-34:~+10.0%
~19K jobs
View details
Medium

Environmental Engineers

Risk Score
23/100
2024-34:~+6.0%
~53K jobs
View details
High

Biophysicists

Risk Score
23/100
2024-34:~+5.0%
~32K jobs
View details
Low

Civil Engineers

Risk Score
22/100
2024-34:~+5.0%
~327K jobs
View details
Medium

Agricultural Extension Agents

Risk Score
22/100
2024-34:~+4.0%
~12K jobs
View details
High

Immunologists

Risk Score
22/100
2024-34:~+7.0%
~15K jobs
View details
Medium

Nuclear Physicists

Risk Score
20/100
2024-34:~+6.0%
~20K jobs
View details
Medium

Ecologists

Risk Score
20/100
2024-34:~+5.0%
~28K jobs
View details
Medium

Seismologists

Risk Score
20/100
2024-34:~+5.0%
~3K jobs
View details
Medium

Cosmochemists

Risk Score
20/100
2024-34:~+4.0%
~2K jobs
View details
Medium

Polymer Scientists

Risk Score
20/100
2024-34:~+6.0%
~7K jobs
View details
Medium

Geophysicists

Risk Score
20/100
2024-34:~+5.0%
~28K jobs
View details
Medium

Plasma Physicists

Risk Score
19/100
2024-34:~+6.0%
~4K jobs
View details
Medium

Agronomists

Risk Score
19/100
2024-34:~+9.0%
~19K jobs
View details
Medium

Oceanographers

Risk Score
18/100
2024-34:~+5.0%
~3K jobs
View details
Medium

Geochemists

Risk Score
18/100
2024-34:~+5.0%
~28K jobs
View details
Medium

Limnologists

Risk Score
17/100
2024-34:~+5.0%
~5K jobs
View details
Medium

Mycologists

Risk Score
17/100
2024-34:~+5.0%
~23K jobs
View details
Medium

Parasitologists

Risk Score
17/100
2024-34:~+5.0%
~23K jobs
View details
Medium

Forensic Psychologists

Risk Score
17/100
2024-34:~+6.0%
~3K jobs
View details
Medium

Volcanologists

Risk Score
16/100
2024-34:~+5.0%
~3K jobs
View details
Medium

Astrobiologists

Risk Score
16/100
2024-34:~+5.0%
~3K jobs
View details
Medium

Geomorphologists

Risk Score
15/100
2024-34:~+4.0%
~6K jobs
View details
Low

Microbiologists

Risk Score
14/100
2024-34:~+4.0%
~22K jobs
View details
Low

Animal Breeders

Risk Score
14/100
2024-34:~+2.0%
~4K jobs
View details
Medium

Forensic Anthropologists

Risk Score
14/100
2024-34:~+4.0%
~7K jobs
View details
Medium

Forensic Pathologists

Risk Score
14/100
2024-34:~+4.0%
~1K jobs
View details
Medium

Paleontologists

Risk Score
14/100
2024-34:~+3.0%
~7K jobs
View details
Medium

Entomologists

Risk Score
14/100
2024-34:~+5.0%
~12K jobs
View details