All categories
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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