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Management
71 occupations
Theoretical68%
Observed15%
Exposure Gap53pp
The difference between what AI could theoretically automate and what is actually observed in practice.
Avg. Risk
32/100
Highest Risk
51/100
Knowledge Management Officers
Lowest Risk
16/100
Funeral Service Managers
occupations
71
View all occupations
Very High
Knowledge Management Officers
Risk Score
51/100
2024-34:+10.0%
29K jobsView details
High
Financial Managers
Risk Score
48/100
2024-34:+17.0%
757K jobsView details
High
Compensation and Benefits Managers
Risk Score
48/100
2024-34:+2.0%
18K jobsView details
High
Administrative Services Managers
Risk Score
46/100
2024-34:+5.0%
260K jobsView details
High
Advertising and Promotions Managers
Risk Score
46/100
2024-34:+6.0%
25K jobsView details
High
Business Process Managers
Risk Score
46/100
2024-34:+5.0%
156K jobsView details
High
Regulatory Affairs Managers
Risk Score
42/100
2024-34:+10.0%
42K jobsView details
Medium
Postmasters and Mail Superintendents
Risk Score
42/100
2024-34:-4.0%
18K jobsView details
High
Quality Assurance Managers
Risk Score
41/100
2024-34:+5.0%
212K jobsView details
High
Workforce Planning Managers
Risk Score
41/100
2024-34:+5.0%
185K jobsView details
High
Compliance Directors
Risk Score
39/100
2024-34:+5.0%
48K jobsView details
High
Customer Experience Directors
Risk Score
39/100
2024-34:+6.0%
42K jobsView details
High
Logistics Managers
Risk Score
39/100
2024-34:+6.0%
215K jobsView details
High
Knowledge Management Directors
Risk Score
39/100
2024-34:+10.0%
24K jobsView details
Medium
Purchasing Managers
Risk Score
38/100
2024-34:+4.0%
73K jobsView details
Medium
Telecommunications Managers
Risk Score
38/100
2024-34:+4.0%
48K jobsView details
High
Fundraising Managers
Risk Score
38/100
2024-34:+10.0%
40K jobsView details
High
Supply Chain Directors
Risk Score
38/100
2024-34:+6.0%
199K jobsView details
High
Vendor Managers
Risk Score
37/100
2024-34:+4.0%
79K jobsView details
High
Clinical Trials Managers
Risk Score
36/100
2024-34:+10.0%
33K jobsView details
High
Transportation Managers
Risk Score
36/100
2024-34:+5.0%
190K jobsView details
Medium
Education Administrators
Risk Score
35/100
2024-34:+4.0%
291K jobsView details
High
Change Management Consultants
Risk Score
35/100
2024-34:+10.0%
959K jobsView details
High
Talent Acquisition Managers
Risk Score
35/100
2024-34:+6.0%
199K jobsView details
Medium
Public Relations Managers
Risk Score
34/100
2024-34:+5.0%
86K jobsView details
Medium
Industrial Production Managers
Risk Score
34/100
2024-34:+2.0%
195K jobsView details
Medium
Loss Prevention Managers
Risk Score
34/100
2024-34:+5.0%
38K jobsView details
Medium
Operations Managers
Risk Score
33/100
2024-34:+5.0%
3.1M jobsView details
Medium
Project Management Specialists
Risk Score
32/100
2024-34:+6.0%
977K jobsView details
High
Computer and Information Systems Managers
Risk Score
32/100
2024-34:+17.0%
485K jobsView details
High
Program Managers
Risk Score
32/100
2024-34:+8.0%
528K jobsView details
Very High
Corporate Communications Directors
Risk Score
32/100
2024-34:+7.0%
35K jobsView details
High
Architectural and Engineering Managers
Risk Score
32/100
2024-34:+4.0%
198K jobsView details
Medium
Transportation, Storage, and Distribution Managers
Risk Score
31/100
2024-34:+8.0%
170K jobsView details
Medium
Innovation Managers
Risk Score
31/100
2024-34:+8.0%
35K jobsView details
Medium
Marketing Managers
Risk Score
30/100
2024-34:+8.0%
378K jobsView details
Medium
Training and Development Managers
Risk Score
30/100
2024-34:+6.0%
39K jobsView details
Very High
Chief Data Officers
Risk Score
30/100
2024-34:+16.0%
53K jobsView details
Medium
Social and Community Service Managers
Risk Score
30/100
2024-34:+6.0%
200K jobsView details
Medium
Arts Administrators
Risk Score
30/100
2024-34:+8.0%
19K jobsView details
Medium
Education Program Directors
Risk Score
30/100
2024-34:+8.0%
37K jobsView details
High
Strategic Planning Managers
Risk Score
30/100
2024-34:+6.0%
28K jobsView details
High
Talent Development Directors
Risk Score
29/100
2024-34:+9.0%
19K jobsView details
High
Clinical Laboratory Managers
Risk Score
29/100
2024-34:+7.0%
78K jobsView details
Medium
Property, Real Estate, and Community Association Managers
Risk Score
28/100
2024-34:+5.0%
390K jobsView details
Medium
Facilities Managers
Risk Score
28/100
2024-34:+6.0%
120K jobsView details
Medium
Natural Sciences Managers
Risk Score
28/100
2024-34:+5.0%
81K jobsView details
Medium
Lodging Managers
Risk Score
28/100
2024-34:+7.0%
50K jobsView details
High
Chief Information Officers
Risk Score
28/100
2024-34:+11.0%
486K jobsView details
High
Risk Managers
Risk Score
28/100
2024-34:+5.0%
386K jobsView details
Medium
Diversity, Equity & Inclusion Officers
Risk Score
28/100
2024-34:+6.0%
33K jobsView details
Medium
Natural Resource Managers
Risk Score
28/100
2024-34:+5.0%
39K jobsView details
High
Sustainability Program Managers
Risk Score
28/100
2024-34:+13.0%
22K jobsView details
High
Product Managers
Risk Score
26/100
2024-34:+8.0%
435K jobsView details
Medium
Gaming Managers
Risk Score
26/100
2024-34:+1.0%
5K jobsView details
High
Crisis Management Directors
Risk Score
26/100
2024-34:+8.0%
16K jobsView details
Medium
Human Resources Managers
Risk Score
25/100
2024-34:+6.0%
198K jobsView details
Medium
IT Managers
Risk Score
25/100
2024-34:+17.0%
517K jobsView details
Medium
Medical and Health Services Managers
Risk Score
25/100
2024-34:+23.0%
481K jobsView details
Medium
Airport Managers
Risk Score
25/100
2024-34:+4.0%
13K jobsView details
Medium
General and Operations Managers
Risk Score
24/100
2024-34:+5.0%
3.0M jobsView details
Medium
Food Service Managers
Risk Score
24/100
2024-34:+5.0%
372K jobsView details
Medium
Chief Sustainability Officers
Risk Score
22/100
2024-34:+6.0%
15K jobsView details
Medium
Business Development Managers
Risk Score
22/100
2024-34:+7.0%
399K jobsView details
High
Chief Operating Officers
Risk Score
22/100
2024-34:+3.0%
3.6M jobsView details
High
Chief Risk Officers
Risk Score
22/100
2024-34:+6.0%
16K jobsView details
Medium
Emergency Operations Managers
Risk Score
19/100
2024-34:+3.0%
16K jobsView details
Low
Construction Managers
Risk Score
18/100
2024-34:+8.0%
331K jobsView details
Medium
Operations Directors
Risk Score
18/100
2024-34:+5.0%
379K jobsView details
Medium
Regional Managers
Risk Score
17/100
2024-34:+5.0%
426K jobsView details
Low
Funeral Service Managers
Risk Score
16/100
2024-34:+3.0%
13K jobsView details