Tax software already walks many people through their own returns, and AI tools now answer tax questions and read documents. Tax preparers reasonably ask what that leaves for them. The data shows tax-adjacent work is exposed, with the most pressure on routine data handling.
The short answer: AI is taking over routine parts of tax preparation, but the evidence does not point to it replacing tax professionals. The ILO's 2025 index has no separate tax preparer code; related occupations score from 0.49 to 0.64. The US Bureau of Labor Statistics Occupational Outlook Handbook has no current tax preparer profile, but projects 5 percent growth for accountants and auditors and a 6 percent decline for bookkeeping clerks from 2025 to 2035, a pattern of judgment work holding up while data entry declines. Projections can change.
How exposed tax work is
From the ILO's 2025 index, which scores tasks 0 to 1 for generative AI exposure:
| Occupation (ISCO-08) | ILO band | Mean task score |
|---|---|---|
| Accounting and Bookkeeping Clerks | Gradient 4 | 0.64 |
| Accountants | Gradient 3 | 0.51 |
| Accounting Associate Professionals | Gradient 2 | 0.49 |
What the BLS projects for related jobs
| Occupation | Projected change 2025 to 2035 | Openings a year |
|---|---|---|
| Accountants and auditors | Grow 5% | About 115,300 |
| Bookkeeping, accounting and auditing clerks | Decline 6% | About 144,100 |
For bookkeeping clerks, the BLS says software innovations have automated many tasks. Simple tax work sits closer to that end; complex returns and advice sit closer to accounting.
Tax tasks AI is taking on
- Reading and sorting tax documents.
- Pulling figures into forms.
- Answering routine client questions.
- Flagging missing documents and inconsistencies.
- Drafting client emails and summaries.
What stays with the tax preparer
- Judgment on complex situations: businesses, life changes, unusual income.
- Checking AI answers: AI can state wrong tax information confidently, which NIST calls confabulation (NIST AI 600-1). Rules must be checked against official sources. See checking AI output.
- Client relationships: explaining a situation and standing behind the return.
- Privacy: tax records are highly sensitive. See AI agents and personal data.
This page describes the job market, not tax rules, and is not tax advice.
How the job is changing
Simple returns are the most exposed to software and AI. Preparers who handle complex cases, review automated work and advise clients are in the stronger position.
See also will AI replace accountants?, will AI replace bookkeepers? and will AI take my job?
Pay and how to get in
The US Bureau of Labor Statistics has no separate occupation profile for this job, so there is no BLS pay or entry education figure for it. See how this job compares in AI exposure by pay and AI exposure by education level.
Questions and answers
Will AI replace tax preparers?
It is taking over routine parts of the work, but not tax professionals as a whole on current evidence. Related ILO occupations score 0.49 to 0.64, and the BLS projects growth for accountants and a decline for bookkeeping clerks.
Does the BLS project tax preparer jobs?
Its current Occupational Outlook Handbook has no separate tax preparer profile. Related occupations are accountants and auditors, projected to grow 5 percent, and bookkeeping clerks, projected to decline 6 percent.
Can AI do my taxes?
AI tools can help with documents and questions, but they can be wrong. This page covers the job market and is not tax advice.
What tax work stays human?
Complex situations, checking AI answers against official sources, client trust and protecting sensitive records.
Will AI replace tax accountants?
Accountants are less exposed than bookkeeping clerks in the ILO index, 0.51 against 0.64, and the BLS projects growth for accountants and auditors.