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Computer & Mathematical
73 occupations
Theoretical94%
Observed33%
Exposure Gap61pp
The difference between what AI could theoretically automate and what is actually observed in practice.
Avg. Risk
40/100
Highest Risk
70/100
Computer Programmers
Lowest Risk
16/100
Quantum Computing Researchers
occupations
73
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
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
Quantum Computing Researchers
Risk Score
16/100
2024-34:~+22.0%
~8K jobsView details