All categories
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Computer & Mathematical
75 occupations
Theoretical94%
Observed33%
Exposure Gap61pp
The difference between what AI could theoretically automate and what is actually observed in practice.
Avg. Risk
39/100
Highest Risk
70/100
Computer Programmers
Lowest Risk
16/100
Quantum Computing Researchers
occupations
75
View all occupations
Very High
Computer Programmers
Risk Score
70/100
2024-34:-6.0%
147K jobsView details
Very High
Mathematical Technicians
Risk Score
70/100
2024-34:-8.0%
1K jobsView details
High
Software QA Analysts
Risk Score
60/100
2024-34:+17.0%
200K jobsView details
Very High
Web Developers
Risk Score
58/100
2024-34:+8.0%
199K jobsView details
Very High
Software Quality Assurance Engineers
Risk Score
57/100
2024-34:+25.0%
199K jobsView details
Very High
Actuarial Analysts
Risk Score
56/100
2024-34:+24.0%
32K jobsView details
Very High
ETL Developers
Risk Score
56/100
2024-34:+11.0%
82K jobsView details
High
Technical Support Engineers
Risk Score
55/100
2024-34:+6.0%
882K jobsView details
High
Web Administrators
Risk Score
54/100
2024-34:+16.0%
95K jobsView details
Very High
Sports Data Analysts
Risk Score
51/100
2024-34:+20.0%
4K jobsView details
Very High
Mobile App Developers
Risk Score
49/100
2024-34:+17.0%
185K jobsView details
Very High
NLP Engineers
Risk Score
48/100
2024-34:+20.0%
39K jobsView details
Very High
Full Stack Developers
Risk Score
48/100
2024-34:+16.0%
1.9M jobsView details
High
Computer Systems Analysts
Risk Score
48/100
2024-34:+10.0%
538K jobsView details
Very High
Data Quality Analysts
Risk Score
48/100
2024-34:+35.0%
46K jobsView details
Very High
Computational Linguists
Risk Score
48/100
2024-34:+23.0%
9K jobsView details
Very High
Web and Digital Interface Designers
Risk Score
47/100
2024-34:+16.0%
106K jobsView details
High
Database Architects
Risk Score
46/100
2024-34:+9.0%
168K jobsView details
High
Biostatisticians
Risk Score
46/100
2024-34:+31.0%
10K jobsView details
High
Bioinformatics Technicians
Risk Score
46/100
2024-34:+31.0%
12K jobsView details
Very High
Software Developers
Risk Score
45/100
2024-34:+17.0%
1.8M jobsView details
High
Database Administrators
Risk Score
45/100
2024-34:-1.0%
168K jobsView details
High
Systems Administrators
Risk Score
44/100
2024-34:+3.0%
368K jobsView details
High
Video Game Developers
Risk Score
44/100
2024-34:+17.0%
67K jobsView details
High
Network Security Administrators
Risk Score
44/100
2024-34:+33.0%
169K jobsView details
High
Operations Research Analysts
Risk Score
42/100
2024-34:+23.0%
120K jobsView details
High
Web and Digital Interface Designers
Risk Score
42/100
2024-34:+6.0%
110K jobsView details
High
DevOps Engineers
Risk Score
42/100
2024-34:+18.0%
83K jobsView details
High
Geographic Information Scientists
Risk Score
42/100
2024-34:+28.0%
39K jobsView details
High
Information Technology Project Managers
Risk Score
41/100
2024-34:+15.0%
482K jobsView details
High
Data Scientists
Risk Score
40/100
2024-34:+36.0%
192K jobsView details
High
Data Engineers
Risk Score
40/100
2024-34:+36.0%
196K jobsView details
High
Site Reliability Engineers
Risk Score
40/100
2024-34:+15.0%
55K jobsView details
High
Data Warehouse Architects
Risk Score
40/100
2024-34:+11.0%
169K jobsView details
Very High
Machine Learning Engineers
Risk Score
40/100
2024-34:+23.0%
95K jobsView details
High
Biometrics Engineers
Risk Score
40/100
2024-34:+15.0%
28K jobsView details
High
Computer Network Support Specialists
Risk Score
40/100
2024-34:+2.0%
88K jobsView details
High
IT Auditors
Risk Score
40/100
2024-34:+10.0%
82K jobsView details
Very High
Computer Vision Engineers
Risk Score
39/100
2024-34:+18.0%
43K jobsView details
High
GIS Specialists
Risk Score
39/100
2024-34:+5.0%
44K jobsView details
High
Digital Twins Engineers
Risk Score
38/100
2024-34:+25.0%
6K jobsView details
High
Data Visualization Specialists
Risk Score
38/100
2024-34:+13.0%
46K jobsView details
High
Blockchain Developers
Risk Score
37/100
2024-34:+13.0%
43K jobsView details
High
Robotics Engineers
Risk Score
37/100
2024-34:+7.0%
38K jobsView details
High
Penetration Testers
Risk Score
37/100
2024-34:+33.0%
175K jobsView details
High
Cloud Security Engineers
Risk Score
37/100
2024-34:+33.0%
175K jobsView details
High
Mathematicians
Risk Score
36/100
2024-34:-1.0%
4K jobsView details
Very High
Statisticians
Risk Score
35/100
2024-34:+30.0%
34K jobsView details
Very High
Platform Engineers
Risk Score
35/100
2024-34:+25.0%
52K jobsView details
High
Data Architects
Risk Score
35/100
2024-34:+20.0%
53K jobsView details
High
Computer Network Architects
Risk Score
34/100
2024-34:+4.0%
180K jobsView details
High
Search Engineers
Risk Score
34/100
2024-34:+15.0%
29K jobsView details
Medium
Computer User Support Specialists
Risk Score
33/100
2024-34:+5.0%
680K jobsView details
High
Systems Integration Engineers
Risk Score
33/100
2024-34:+17.0%
69K jobsView details
High
Site Reliability Engineers
Risk Score
33/100
2024-34:+15.0%
42K jobsView details
High
Health Informatics Specialists
Risk Score
33/100
2024-34:+16.0%
39K jobsView details
High
Computer Systems Engineers
Risk Score
32/100
2024-34:+10.0%
88K jobsView details
High
Telecommunications Engineering Specialists
Risk Score
32/100
2024-34:+3.0%
68K jobsView details
Medium
Computer Hardware Engineers
Risk Score
30/100
2024-34:+5.0%
67K jobsView details
High
Computer Forensics Analysts
Risk Score
30/100
2024-34:+32.0%
20K jobsView details
High
Solutions Architects
Risk Score
29/100
2024-34:+17.0%
46K jobsView details
High
Geospatial Information Technologists
Risk Score
29/100
2024-34:+5.0%
43K jobsView details
Medium
Network and Computer Systems Administrators
Risk Score
28/100
2024-34:+3.0%
363K jobsView details
Medium
Cryptographers
Risk Score
28/100
2024-34:+26.0%
17K jobsView details
Medium
Information Security Analysts
Risk Score
26/100
2024-34:+33.0%
175K jobsView details
Medium
Embedded Systems Engineers
Risk Score
26/100
2024-34:+10.0%
72K jobsView details
Medium
Network Engineers
Risk Score
26/100
2024-34:+6.0%
76K jobsView details
Medium
Computer Network Architects
Risk Score
25/100
2024-34:+4.0%
170K jobsView details
High
Security Architects
Risk Score
25/100
2024-34:+33.0%
53K jobsView details
Medium
IoT Developers
Risk Score
25/100
2024-34:+18.0%
38K jobsView details
Very High
Computer and Information Research Scientists
Risk Score
25/100
2024-34:+21.0%
38K jobsView details
Medium
Enterprise Architects
Risk Score
20/100
2024-34:+8.0%
53K jobsView details
Medium
AI and Machine Learning Specialists
Risk Score
18/100
2024-34:+33.0%
45K jobsView details
Medium
Cybersecurity Analysts
Risk Score
16/100
2024-34:+33.0%
175K jobsView details
Medium
Quantum Computing Researchers
Risk Score
16/100
2024-34:+22.0%
8K jobsView details