AI job risk in Business & Financial Operations

All 32 occupations in this field, ranked by measured AI applicability. The field's median occupation sits in the elevated exposure band. Every row links to a full task-level breakdown with a personalization quiz and action plan.

High: 10Elevated: 13Moderate: 7Low: 0Minimal: 2

32occupations measured in this field

0.355most exposed: Personal Financial Advisors

0.041most resilient: Farm Labor Contractors

#	Occupation	Band	Score	Percentile (all 785)
1	Personal Financial Advisors	High	0.355	98
2	Management Analysts	High	0.353	97
3	Market Research Analysts and Marketing Specialists	High	0.350	97
4	Tax Examiners and Collectors, and Revenue Agents	High	0.340	96
5	Tax Preparers	High	0.312	90
6	Credit Counselors	High	0.289	86
7	Financial and Investment Analysts	High	0.278	85
8	Insurance Appraisers, Auto Damage	High	0.272	84
9	Agents and Business Managers of Artists, Performers, and Athletes	High	0.269	84
10	Cost Estimators	High	0.255	81
11	Loan Officers	Elevated	0.247	79
12	Financial Specialists, All Other	Elevated	0.246	79
13	Training and Development Specialists	Elevated	0.242	78
14	Financial Risk Specialists	Elevated	0.241	78
15	Budget Analysts	Elevated	0.234	76
16	Property Appraisers and Assessors	Elevated	0.229	75
17	Business Operations Specialists, All Other	Elevated	0.219	73
18	Claims Adjusters, Examiners, and Investigators	Elevated	0.207	71
19	Buyers and Purchasing Agents	Elevated	0.203	70
20	Human Resources Specialists	Elevated	0.201	69
21	Compliance Officers	Elevated	0.199	69
22	Accountants and Auditors	Elevated	0.195	68
23	Project Management Specialists	Elevated	0.182	65
24	Compensation, Benefits, and Job Analysis Specialists	Moderate	0.167	58
25	Logisticians	Moderate	0.162	56
26	Credit Analysts	Moderate	0.162	56
27	Insurance Underwriters	Moderate	0.161	56
28	Meeting, Convention, and Event Planners	Moderate	0.147	52
29	Financial Examiners	Moderate	0.139	48
30	Fundraisers	Moderate	0.123	42
31	Labor Relations Specialists	Minimal	0.067	19
32	Farm Labor Contractors	Minimal	0.041	8

Score = AI applicability (Microsoft Research, CC BY 4.0). Percentile = rank among all 785 occupations. How to read these numbers honestly