What this occupation does
Accountants and auditors examine, analyse, and interpret accounting records to prepare financial statements, give advice, or audit and evaluate statements prepared by others. The role spans tax compliance, financial reporting, internal controls, and advisory work for organisations of all sizes.
The exposure score in context
The ILO 2025 refined Generative AI Occupational Exposure Index places accountants and auditors in the high exposure gradient. ILO 2025 places accountants in the high exposure gradient. Routine reconciliation, ledger work, and standard-form reporting are technically feasible for current generative AI; advisory and audit-judgement components are exposed but contextually constrained.
The mapping uses ISCO-08 code 2411 (BLS-published SOC-to-ISCO crosswalk). The full methodology, including the dominant-match rule for one-to-many crosswalks, is at /methodology/#algorithm.
The top five tasks, classified
The top five O*NET 30.2 tasks for this occupation, each tagged Displaceable / Changing / Growing per the Brookings 2024 task-level rubric. The tag definitions are at /glossary/#displaceable-task, /glossary/#changing-task, and /glossary/#growing-task.
- Changing: Examine, analyse, or interpret accounting records to prepare financial statements, give advice, or audit and evaluate statements. Statement preparation is increasingly AI-assisted; interpretation and advisory judgement remain human.
- Displaceable: Prepare detailed reports on audit findings. Standard-form audit-finding reports are technically and contextually feasible for current generative AI.
- Growing: Report to management about asset utilisation and audit results, and recommend changes in operations and financial activities. Advisory recommendations involve organisation-specific context and grow as AI handles more of the routine work.
- Changing: Collect and analyse data to detect deficient controls, duplicated effort, extravagance, fraud, or non-compliance with laws. Anomaly detection is AI-augmented; contextual fraud judgement and law application remain human.
- Displaceable: Inspect cash on hand, notes receivable and payable, negotiable securities, and cancelled checks to confirm records are accurate. Routine inspection of structured records is technically and contextually feasible for current generative AI.
What is growing in this role
The BLS Employment Projections 2024-2034 outlook for accountants and auditors is faster than average (+4.6% projected change, +72.8k jobs). Source: BLS Employment Projections 2024-2034.
Per the WEF Future of Jobs Report 2025, the top three growing skills relevant to this role are: AI and big data, Analytical thinking, Technological literacy. The skills are mapped to the occupation's O*NET skills profile.
Brookings 2024 places routine accounting tasks among the most-exposed; advisory and audit-judgement tasks are augmentation-prone rather than displaced outright.
Similar occupations
O*NET 30.2 lists the following related roles. Each links to its own deep dive where one is published.
- Financial Analysts
- Bookkeeping, Accounting, and Auditing Clerks
- Insurance Underwriters
- Data Scientists
- Human Resources Specialists
Industry context
This role sits primarily in the Finance industry. The industry-level rollup includes the cross-occupation exposure profile and the BLS-published industry-level outlook.
How this assessment was made
The full methodology is at /methodology/: ILO 2025 refined index for the gradient, Brookings 2024 rubric for the task tags, BLS 2024-2034 for the growth outlook, WEF 2025 for the skills demand. The pre-empted critiques are at /how-to-argue-with-this/.