# Business and finance jobs most exposed to AI

SOC major group 13, business and financial operations, ranked from the highest exposed share downward. Release v2026.Q3, capability reference date 2026-09-15, built on O*NET 31.0. Published by A.I.T. Multiverse Consulting Ltd under CC BY 4.0.

Analysis, reporting and compliance paperwork are the tasks current systems produce most readily, and this family is built from them. What keeps a score down here is usually accountability: somebody has to sign.

| # | Occupation | Exposed | Assisted | Median pay | Rank of 923 | Band |
|---|---|---|---|---|---|---|
| 1 | [Market Research Analysts and Marketing Specialists](https://taskexposure.org/jobs/market-research-analysts-and-marketing-specialists) | 66.8% | 21.9% | $78,760 | 12 | exposed |
| 2 | [Financial Quantitative Analysts](https://taskexposure.org/jobs/financial-quantitative-analysts) | 65.2% | 27.9% | $81,100 | 19 | exposed |
| 3 | [Logistics Analysts](https://taskexposure.org/jobs/logistics-analysts) | 63.7% | 22.6% | $82,320 | 23 | exposed |
| 4 | [Sustainability Specialists](https://taskexposure.org/jobs/sustainability-specialists) | 63.6% | 26.2% | $83,050 | 24 | exposed |
| 5 | [Credit Analysts](https://taskexposure.org/jobs/credit-analysts) | 63.0% | 28.1% | $83,510 | 30 | exposed |
| 6 | [Online Merchants](https://taskexposure.org/jobs/online-merchants) | 60.7% | 24.0% | $83,050 | 41 | exposed |
| 7 | [Cost Estimators](https://taskexposure.org/jobs/cost-estimators) | 59.6% | 28.3% | $78,740 | 47 | exposed |
| 8 | [Logistics Engineers](https://taskexposure.org/jobs/logistics-engineers) | 59.5% | 24.9% | $82,320 | 49 | exposed |
| 9 | [Search Marketing Strategists](https://taskexposure.org/jobs/search-marketing-strategists) | 58.0% | 22.6% | $78,760 | 56 | exposed |
| 10 | [Management Analysts](https://taskexposure.org/jobs/management-analysts) | 54.6% | 26.6% | $101,860 | 72 | exposed |
| 11 | [Wholesale and Retail Buyers, Except Farm Products](https://taskexposure.org/jobs/wholesale-and-retail-buyers-except-farm-products) | 54.3% | 23.1% | n/a | 74 | exposed |
| 12 | [Budget Analysts](https://taskexposure.org/jobs/budget-analysts) | 53.6% | 31.9% | $91,640 | 78 | exposed |
| 13 | [Financial Risk Specialists](https://taskexposure.org/jobs/financial-risk-specialists) | 53.4% | 28.7% | $117,330 | 81 | exposed |
| 14 | [Tax Examiners and Collectors, and Revenue Agents](https://taskexposure.org/jobs/tax-examiners-and-collectors-and-revenue-agents) | 53.0% | 30.4% | $62,370 | 85 | exposed |
| 15 | [Business Continuity Planners](https://taskexposure.org/jobs/business-continuity-planners) | 52.9% | 28.4% | $83,050 | 86 | exposed |
| 16 | [Tax Preparers](https://taskexposure.org/jobs/tax-preparers) | 52.2% | 31.8% | $54,920 | 93 | exposed |
| 17 | [Financial and Investment Analysts](https://taskexposure.org/jobs/financial-and-investment-analysts) | 50.1% | 26.3% | $102,740 | 108 | exposed |
| 18 | [Appraisers of Personal and Business Property](https://taskexposure.org/jobs/appraisers-of-personal-and-business-property) | 49.7% | 24.3% | n/a | 110 | exposed |
| 19 | [Logisticians](https://taskexposure.org/jobs/logisticians) | 49.5% | 23.7% | $82,320 | 112 | exposed |
| 20 | [Accountants and Auditors](https://taskexposure.org/jobs/accountants-and-auditors) | 49.5% | 33.1% | $83,680 | 113 | exposed |
| 21 | [Insurance Appraisers, Auto Damage](https://taskexposure.org/jobs/insurance-appraisers-auto-damage) | 49.0% | 25.7% | $78,240 | 119 | exposed |
| 22 | [Loan Officers](https://taskexposure.org/jobs/loan-officers) | 48.3% | 29.6% | $76,690 | 122 | exposed |
| 23 | [Project Management Specialists](https://taskexposure.org/jobs/project-management-specialists) | 47.9% | 27.3% | $102,320 | 127 | exposed |
| 24 | [Purchasing Agents, Except Wholesale, Retail, and Farm Products](https://taskexposure.org/jobs/purchasing-agents-except-wholesale-retail-and-farm-products) | 47.5% | 23.6% | n/a | 132 | exposed |
| 25 | [Customs Brokers](https://taskexposure.org/jobs/customs-brokers) | 47.1% | 28.5% | $80,730 | 138 | exposed |
| 26 | [Appraisers and Assessors of Real Estate](https://taskexposure.org/jobs/appraisers-and-assessors-of-real-estate) | 46.6% | 32.9% | n/a | 145 | exposed |
| 27 | [Fundraisers](https://taskexposure.org/jobs/fundraisers) | 46.4% | 25.4% | $72,550 | 146 | exposed |
| 28 | [Regulatory Affairs Specialists](https://taskexposure.org/jobs/regulatory-affairs-specialists) | 46.3% | 30.6% | $80,730 | 149 | exposed |
| 29 | [Compliance Officers](https://taskexposure.org/jobs/compliance-officers) | 46.3% | 31.5% | $80,730 | 150 | exposed |
| 30 | [Buyers and Purchasing Agents, Farm Products](https://taskexposure.org/jobs/buyers-and-purchasing-agents-farm-products) | 43.8% | 24.7% | n/a | 198 | exposed |
| 31 | [Human Resources Specialists](https://taskexposure.org/jobs/human-resources-specialists) | 42.4% | 32.6% | $75,940 | 229 | exposed |
| 32 | [Training and Development Specialists](https://taskexposure.org/jobs/training-and-development-specialists) | 41.4% | 27.1% | $69,280 | 244 | exposed |
| 33 | [Credit Counselors](https://taskexposure.org/jobs/credit-counselors) | 41.4% | 38.3% | $52,230 | 245 | exposed |
| 34 | [Compensation, Benefits, and Job Analysis Specialists](https://taskexposure.org/jobs/compensation-benefits-and-job-analysis-specialists) | 41.2% | 31.0% | $78,210 | 251 | exposed |
| 35 | [Personal Financial Advisors](https://taskexposure.org/jobs/personal-financial-advisors) | 40.9% | 35.4% | $105,070 | 260 | exposed |
| 36 | [Claims Adjusters, Examiners, and Investigators](https://taskexposure.org/jobs/claims-adjusters-examiners-and-investigators) | 40.7% | 26.4% | $78,000 | 262 | exposed |
| 37 | [Insurance Underwriters](https://taskexposure.org/jobs/insurance-underwriters) | 40.6% | 31.4% | $81,370 | 263 | exposed |
| 38 | [Meeting, Convention, and Event Planners](https://taskexposure.org/jobs/meeting-convention-and-event-planners) | 40.6% | 28.8% | $61,160 | 264 | exposed |
| 39 | [Financial Examiners](https://taskexposure.org/jobs/financial-examiners) | 39.9% | 28.3% | $94,160 | 273 | exposed |
| 40 | [Environmental Compliance Inspectors](https://taskexposure.org/jobs/environmental-compliance-inspectors) | 38.0% | 24.7% | $80,730 | 306 | exposed |

Exposure is not displacement. This measures what current AI systems can produce and what structurally stands in the way, not what an employer will do.

Web page: https://taskexposure.org/lists/most-exposed-business-and-finance-jobs