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Business & Financial Operations
76 occupations
Theoretical86%
Observed25%
Exposure Gap61pp
The difference between what AI could theoretically automate and what is actually observed in practice.
Avg. Risk
45/100
Highest Risk
75/100
Tax Preparers
Lowest Risk
22/100
Talent Agents
occupations
76
View all occupations
Very High
Tax Preparers
Risk Score
75/100
2024-34:-15.0%
60K jobsView details
Very High
Credit Analysts
Risk Score
74/100
2024-34:-4.0%
67K jobsView details
High
Gambling and Sports Book Writers
Risk Score
69/100
2024-34:-3.0%
149K jobsView details
High
Accounts Receivable Specialists
Risk Score
64/100
2024-34:-5.0%
182K jobsView details
Very High
Mortgage Loan Processors
Risk Score
63/100
2024-34:-8.0%
82K jobsView details
High
Insurance Underwriters
Risk Score
62/100
2024-34:-4.0%
115K jobsView details
Very High
Business Intelligence Analysts
Risk Score
58/100
2024-34:+36.0%
124K jobsView details
Very High
Management Accountants
Risk Score
56/100
2024-34:+6.0%
1.5M jobsView details
High
Tax Examiners and Collectors
Risk Score
56/100
2024-34:-4.0%
52K jobsView details
High
Claims Adjusters, Examiners, and Investigators
Risk Score
55/100
2024-34:-5.0%
290K jobsView details
Very High
Securities Analysts
Risk Score
53/100
2024-34:+9.0%
296K jobsView details
High
Investment Analysts
Risk Score
51/100
2024-34:+9.0%
328K jobsView details
High
Insurance Appraisers
Risk Score
51/100
2024-34:-8.0%
14K jobsView details
High
Accountants & Auditors
Risk Score
50/100
2024-34:+6.0%
1.5M jobsView details
High
Loan Officers
Risk Score
50/100
2024-34:+3.0%
310K jobsView details
High
Revenue Agents
Risk Score
50/100
2024-34:-1.0%
76K jobsView details
High
Grant Writers
Risk Score
50/100
2024-34:+6.0%
78K jobsView details
Very High
Revenue Analysts
Risk Score
50/100
2024-34:+6.0%
72K jobsView details
High
Treasury Operations Specialists
Risk Score
50/100
2024-34:+4.0%
113K jobsView details
High
Collections Analysts
Risk Score
50/100
2024-34:-3.0%
46K jobsView details
High
Actuaries
Risk Score
49/100
2024-34:+23.0%
30K jobsView details
High
Compliance Officers
Risk Score
48/100
2024-34:+6.0%
364K jobsView details
High
Budget Analysts
Risk Score
48/100
2024-34:+3.0%
50K jobsView details
High
Auditors
Risk Score
48/100
2024-34:+6.0%
1.5M jobsView details
High
Financial Compliance Officers
Risk Score
48/100
2024-34:+6.0%
347K jobsView details
High
Valuation Analysts
Risk Score
48/100
2024-34:+7.0%
43K jobsView details
High
Internal Auditors
Risk Score
48/100
2024-34:+4.0%
143K jobsView details
High
Financial Risk Analysts
Risk Score
48/100
2024-34:+8.0%
108K jobsView details
High
Compensation Analysts
Risk Score
48/100
2024-34:+6.0%
81K jobsView details
High
Commodities Traders
Risk Score
47/100
2024-34:+3.0%
28K jobsView details
Very High
Cost Accountants
Risk Score
47/100
2024-34:+4.0%
85K jobsView details
High
Treasury Managers
Risk Score
47/100
2024-34:+17.0%
78K jobsView details
Very High
Financial Auditors
Risk Score
47/100
2024-34:+4.0%
118K jobsView details
High
Financial Examiners
Risk Score
46/100
2024-34:+18.0%
68K jobsView details
High
Cost Estimators
Risk Score
46/100
2024-34:-4.0%
200K jobsView details
High
Risk Management Specialists
Risk Score
46/100
2024-34:+9.0%
54K jobsView details
High
Property Appraisers and Assessors
Risk Score
46/100
2024-34:-2.0%
81K jobsView details
High
Supply Chain Analysts
Risk Score
46/100
2024-34:+28.0%
94K jobsView details
High
Financial Controllers
Risk Score
46/100
2024-34:+17.0%
115K jobsView details
High
Financial Analysts
Risk Score
45/100
2024-34:+9.0%
329K jobsView details
High
Purchasing Agents, Except Wholesale, Retail, and Farm Products
Risk Score
45/100
2024-34:-4.0%
230K jobsView details
High
Business Operations Specialists
Risk Score
45/100
2024-34:+6.0%
417K jobsView details
High
Human Resources Specialists
Risk Score
44/100
2024-34:+8.0%
783K jobsView details
High
Financial Planners
Risk Score
43/100
2024-34:+17.0%
330K jobsView details
Very High
Financial Risk Specialists
Risk Score
43/100
2024-34:+8.0%
83K jobsView details
High
Corporate Financial Analysts
Risk Score
43/100
2024-34:+8.0%
328K jobsView details
High
Treasurers and Controllers
Risk Score
42/100
2024-34:+17.0%
76K jobsView details
High
Mergers & Acquisitions Analysts
Risk Score
42/100
2024-34:+7.0%
68K jobsView details
High
Treasury Analysts
Risk Score
42/100
2024-34:+6.0%
54K jobsView details
Medium
Commercial Loan Officers
Risk Score
42/100
2024-34:+3.0%
115K jobsView details
High
Portfolio Managers
Risk Score
41/100
2024-34:+8.0%
52K jobsView details
High
Management Analysts
Risk Score
40/100
2024-34:+11.0%
1.0M jobsView details
High
Venture Capital Analysts
Risk Score
40/100
2024-34:+8.0%
43K jobsView details
High
Corporate Treasurers
Risk Score
40/100
2024-34:+5.0%
68K jobsView details
High
Grants Management Specialists
Risk Score
40/100
2024-34:+7.0%
44K jobsView details
High
Credit Counselors
Risk Score
40/100
2024-34:+3.0%
36K jobsView details
High
Credit Risk Managers
Risk Score
40/100
2024-34:+7.0%
73K jobsView details
High
Benefits Analysts
Risk Score
39/100
2024-34:+7.0%
75K jobsView details
Medium
Market Research Analysts
Risk Score
38/100
2024-34:+8.0%
905K jobsView details
Medium
Training Coordinators
Risk Score
38/100
2024-34:+6.0%
364K jobsView details
High
Forensic Accountants
Risk Score
37/100
2024-34:+6.0%
28K jobsView details
High
Business Property Appraisers
Risk Score
37/100
2024-34:+2.0%
28K jobsView details
High
Financial Reporting Managers
Risk Score
37/100
2024-34:+6.0%
86K jobsView details
High
Escrow Officers
Risk Score
37/100
2024-34:+2.0%
39K jobsView details
Medium
Pension Fund Managers
Risk Score
36/100
2024-34:+5.0%
58K jobsView details
Medium
Meeting and Convention Planners
Risk Score
36/100
2024-34:+18.0%
139K jobsView details
High
Investment Bankers
Risk Score
36/100
2024-34:+7.0%
322K jobsView details
High
Tax Attorneys
Risk Score
35/100
2024-34:+8.0%
48K jobsView details
High
Quantitative Analysts
Risk Score
35/100
2024-34:+8.0%
43K jobsView details
High
Investment Fund Managers
Risk Score
35/100
2024-34:+7.0%
68K jobsView details
Medium
Sustainability Specialists
Risk Score
34/100
2024-34:+17.0%
58K jobsView details
High
Tax Advisors
Risk Score
34/100
2024-34:+4.0%
99K jobsView details
Medium
Business Continuity Planners
Risk Score
31/100
2024-34:+5.0%
31K jobsView details
High
Wealth Managers
Risk Score
30/100
2024-34:+13.0%
263K jobsView details
Medium
Personal Financial Advisors
Risk Score
26/100
2024-34:+7.0%
330K jobsView details
Medium
Talent Agents
Risk Score
22/100
2024-34:+5.0%
19K jobsView details