Occupation baseline · Research consensus
Will AI replace Accountants and Auditors?
Baseline AI displacement risk for Accountants and Auditors, aggregated from 10 research sources.
What this score means
Accountants and Auditors sits in the middle of the exposure range for Finance & Banking. Routine parts of the job are starting to automate, but much of it still depends on judgment, relationships, and context that today's models handle poorly. At 54 out of 100 it sits close to the Finance & Banking average of 54. Across the 10 sources behind this baseline, individual estimates run from 41 to 63, so the score is a weighted consensus rather than any single figure.
The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works
What this job actually involves
Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Accountants and Auditors, most central first, showing 12 of 29.
- 01Prepare detailed reports on audit findings.
- 02Report to management about asset utilization and audit results, and recommend changes in operations and financial activities.
- 03Collect and analyze data to detect deficient controls, duplicated effort, extravagance, fraud, or non-compliance with laws, regulations, and management policies.
- 04Inspect account books and accounting systems for efficiency, effectiveness, and use of accepted accounting procedures to record transactions.
- 05Supervise auditing of establishments, and determine scope of investigation required.
- 06Confer with company officials about financial and regulatory matters.
- 07Examine and evaluate financial and information systems, recommending controls to ensure system reliability and data integrity.
- 08Inspect cash on hand, notes receivable and payable, negotiable securities, and canceled checks to confirm records are accurate.
- 09Examine records and interview workers to ensure recording of transactions and compliance with laws and regulations.
- 10Prepare, examine, or analyze accounting records, financial statements, or other financial reports to assess accuracy, completeness, and conformance to reporting and procedural standards.
- 11Prepare adjusting journal entries.
- 12Review accounts for discrepancies and reconcile differences.
Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.
The research behind this score
This baseline aggregates 10 research sources that scored Accountants and Auditors for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.
- 01Anthropic Economic Index 2026 - AI Task Exposure · 2026Anthropic
- 02Artificial Intelligence Index Report 2026 · 2026Stanford HAI, AI Index 2026
- 03Global Automation Atlas: Task Substitution Exposure by Occupation · 2026Garg, Crosta, Baier (2026), arXiv:2605.17086
- 04The AI Jobs Transition Framework: Mapping AI's Near-Term Impact on Jobs · 2026OpenAI Economic Research (2026)
- 05WORKBank: Expert-Rated Automation Capacity of Occupational Tasks · 2026Shao, Zope, Jiang, Pei, Nguyen, Brynjolfsson, Yang, Stanford (2026)
- 06Generative AI and Jobs: A Refined Global Index of Occupational Exposure · 2025International Labour Organization, Working Paper 140 (2025)
- 07Working with AI: Measuring the Applicability of Generative AI to Occupations · 2025Tomlinson, Jaffe et al., Microsoft Research (2025)
- 08GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024Eloundou, Manning, Mishkin, Rock (Science, 2024)
- 09AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)
- 10Generative AI and the Future of Work in America · 2023McKinsey Global Institute (2023)
Common questions
- How likely is AI to replace Accountants and Auditors?
- Published research puts Accountants and Auditors at 54 out of 100 for AI displacement risk, in the transitioning band. The number is a weighted consensus of 10 research sources and describes the typical version of the role, not any individual.
- Do researchers agree on the risk for Accountants and Auditors?
- Only partly. Individual estimates for Accountants and Auditors run from 41 to 63 out of 100 across the 10 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
- Which finance & banking roles face similar AI exposure?
- The closest published finance & banking roles to Accountants and Auditors by score are Appraisers of Personal and Business Property (55/100), Tax Examiners and Collectors, and Revenue Agents (55/100), and Credit Analysts (56/100). Each has its own page with the research behind its number.
Also covers
Account Auditor · Accountant · Accounting · Accounting Associate · Accounting Auditor · Accounting Consultant · Accounting Methods Analyst · Accounting Officer and related titles
Estimated displacement window
The dated estimate for this role is included in the full personalised report.
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More finance & banking occupations
- Financial Risk Specialists57/100
- Credit Analysts56/100
- Financial and Investment Analysts56/100
- Appraisers of Personal and Business Property55/100
- Tax Examiners and Collectors, and Revenue Agents55/100
- Budget Analysts52/100
- Financial Quantitative Analysts52/100
- Appraisers and Assessors of Real Estate50/100
Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.