Tax agencies use software to match returns against reported income, score returns for audit risk and answer routine questions. Tax examiners, collectors and revenue agents still review returns, contact taxpayers, run audits and decide what the law allows.
The short answer: the job is fairly exposed to AI, but the BLS ties its outlook to government budgets, not technology. The ILO's 2025 index rates government tax and excise officials at gradient 2 with a score of 0.49. The US Bureau of Labor Statistics projects a 1 percent decline for tax examiners and collectors, and revenue agents from 2025 to 2035, with about 4,400 openings a year, all from replacing workers who leave. Projections are estimates, not guarantees.
How exposed tax examiners are
The International Labour Organization scores occupations' tasks from 0 (cannot be automated with generative AI) to 1 (could be done without a human operator), and groups them into gradients from 1 to 4, with 4 the most exposed; below them sit minimal exposure and not exposed (ILO Working Paper 140, 2025).
| Occupation (ISCO-08) | ILO category | Mean task score (0 to 1) |
|---|---|---|
| Government Tax and Excise Officials | Gradient 2 | 0.49 |
What the BLS projects
| Occupation | Projected change 2025 to 2035 | Openings a year |
|---|---|---|
| Tax examiners and collectors, and revenue agents | Decline 1% | About 4,400 |
The BLS says employment will depend mainly on federal, state and local government budgets, because these workers are paid with public funds and budget limits directly affect hiring. Its outlook does not mention AI.
Where AI is helping
- Matching returns against income reported by employers and banks.
- Scoring returns for errors and audit risk.
- Answering routine taxpayer questions.
- Drafting notices and case summaries.
What stays with tax examiners
- Applying the law: deciding whether credits and deductions are allowed.
- Audits: field audits and investigations with a person accountable.
- Taxpayer contact: working through problems and documents with real people.
- Checking AI help: automated flags and drafted answers can be wrong, which NIST calls confabulation (NIST AI 600-1). See checking AI output.
How the job is changing
Software catches more simple mismatches, so examiners spend more time on complex cases. Decisions that affect taxpayers need a human who can explain them. This page is general information, not tax or legal advice.
See also will AI replace tax preparers?, will AI replace accountants? and will AI replace compliance officers?
Pay and how to get in
The US Bureau of Labor Statistics puts the median annual pay for tax examiners and collectors and revenue agents at $62,370 in May 2025, against $50,980 for all workers. The typical education needed to enter is: bachelor's degree. See how this job compares in AI exposure by pay and AI exposure by education level.
Questions and answers
Will AI replace tax examiners?
Not on current evidence. The ILO rates government tax officials at gradient 2, and the BLS projects a 1 percent decline from 2025 to 2035, tied to budgets.
Why is tax examiner employment declining?
The BLS says it depends mainly on government budgets, since these workers are paid with public funds.
How many tax examiner openings are expected?
The BLS projects about 4,400 openings a year, all replacing workers who leave.
What tax examination work stays human?
Applying tax law, audits and investigations, taxpayer contact and checking automated flags.