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Management
70 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
70
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
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