AI is automating routine accounting tasks such as data entry and first drafts, but no source we read expects it to remove the profession. As of 24 October 2026, the US Bureau of Labor Statistics projects accountant and auditor jobs to grow 5 percent from 2025 to 2035, while bookkeeping clerk jobs are projected to fall. Auditors and their regulators say a human stays accountable for the result.
01What the US job numbers say
The US Bureau of Labor Statistics (BLS) counted 1,595,200 accountants and auditors in 2025 and projects growth of 5 percent to 2035, faster than the average for all occupations. Its handbook says AI and other tools may automate some routine accounting tasks but are not expected to reduce overall demand, and that automating work such as data entry should shift accountants towards advisory and analytical duties.
The picture is different one step down. In the BLS projections table, bookkeeping, accounting and auditing clerks, about 1.5 million jobs in 2025, are projected to fall about 5.6 percent by 2035. Both groups are rated Very high for AI exposure. In the World Economic Forum's employer survey, accounting, bookkeeping and payroll clerks are among the 15 fastest-declining roles to 2030. Related roles in the BLS table, tax preparers and financial and investment analysts, are projected to grow about 4.7 and 7.2 percent, and both are also rated Very high.
02Which accounting tasks AI is taking over
A 2025 working paper from the Stanford Graduate School of Business studied 277 accountants and 79 small and mid-sized firms. Accountants who adopted AI supported 55 percent more clients each week and moved about 8.5 percent of their time from routine data entry to work such as client communication and quality checks. Their ledgers also became 12 percent more detailed, and monthly closing finished 7.5 days sooner. These are results for firms that chose to adopt, so they show what is possible, not what the average firm does.
In July 2024 staff of the US audit regulator, the Public Company Accounting Oversight Board (PCAOB), reported what larger audit firms told them. Use was mainly administrative and research work, such as drafting memos and searching internal guidance. Some firms did not allow generative AI in audit procedures at all, citing data privacy and reliability worries.
03What stays with a person
The PCAOB staff report says firms expect AI to help people, not replace them, and that a team member who uses an AI tool is still responsible for the results, and that supervisors reviewing AI-assisted work are expected to apply the same care as for any other work. In March 2026 the UK Financial Reporting Council published guidance it called the first from any audit regulator on generative and agentic AI, and it states that the human auditor is always accountable.
In June 2026 the AICPA and CIMA, the professional accounting bodies, launched Rise2040, a project built from dialogue with more than 6,000 professionals in 25 countries. It describes accounting moving from historical reporting to insight and advice, with judgment, ethics and accountability gaining weight. The bodies say it is not an attempt to predict a single future.
Both the PCAOB staff report and the FRC place accountability on people and firms, not on tools. That protects the sign-off role, but the sources do not say how many people will be hired to prepare work beneath it.
04Where the evidence is thin
Each source above has limits worth knowing before you lean on it.
- The Stanford paper is a working paper, and its field data came from a partnership with a company that sells AI accounting software.
- The PCAOB report is a staff view, not a rule or a statement of the Board, and its outreach was limited and dates from July 2024.
- Rise2040 is a vision from the profession's own bodies. It is not a measurement of jobs.
- We did not find a study of how AI affects entry-level accounting hiring specifically.
This page is general information, not accounting, tax or career advice. Ask a qualified accountant or careers adviser about your own situation.
?What is not known
- How AI will affect hiring at the start of accounting careers is not measured in the sources we found.
- Audit standards and ethics rules for AI are still being written. The PCAOB paper is not a rule, and the FRC guidance covers the UK.
- Gains seen in the Stanford field study may not carry over to firms that do not adopt similar tools.
QQuestions people ask
Will AI replace bookkeepers?
Bookkeeping and clerical work sits closer to the tasks AI automates than advisory work does, and the BLS table projects a steeper decline for clerks than for accountants. A projection is not a guarantee.
Can a firm let AI sign off an audit?
No source we read says so. The PCAOB staff report and the FRC both describe a human as remaining responsible, though rules differ by country and this is not professional advice.
Does the profession itself expect AI to replace accountants?
Rise2040 participants saw technology as amplifying the profession rather than replacing it, and saw institutional inertia as a bigger near-term risk than AI. It is a vision, not a forecast.
Last checked October 24, 2026. Rules and settings change, so open the source to see the current version.
- Accountants and Auditors, Occupational Outlook Handbook US Bureau of Labor Statistics Used for 2025 employment, projected growth to 2035 and the handbook's text on AI and automation.
- AI exposure categories and 2025-35 projections (table) US Bureau of Labor Statistics Occupation-level table used for the clerk projection and the exposure group of accountants and clerks.
- The Future of Jobs Report 2025 World Economic Forum Employer survey report used for its list of fastest-declining roles to 2030.
- Human + AI in Accounting: Early Evidence from the Field Stanford Graduate School of Business 2025 working paper used for the client, time-allocation and reporting results among AI adopters.
- Staff Update on Outreach Activities Related to the Integration of Generative AI in Audits and Financial Reporting Public Company Accounting Oversight Board (staff) July 2024 staff spotlight used for how large audit firms use generative AI and who stays responsible.
- Innovative new guidance supports audit firm adoption of emerging AI technologies UK Financial Reporting Council March 2026 news item on its generative and agentic AI guidance and the human auditor's accountability.
- AICPA and CIMA announce Rise2040, a vision for the profession AICPA and CIMA June 2026 announcement used for how Rise2040 was built and what it says about AI and the profession.
General information, not legal, medical, financial or investment advice. We are not affiliated with any company, agency or standards body named here. See our editorial policy and corrections, or tell us about a mistake at [email protected].