Will tax examiners be replaced by AI?
Updated
Tax examiners score 63 of 100 for AI exposure. The largest share of their task time, 62%, is work AI speeds up while they stay in charge. AI can take over 34% outright, and 4% stays with people.
- 34% AI can do it
- 62% AI helps
- 4% Needs a person
High exposure
Higher than 94% of the 923 occupations we scored.
Task by task
We graded 21 tasks, listed here from most to least exposed. AI can do 6 of them today, speeds up 14 and leaves 1 to people.
| Task | AI exposure |
|---|---|
| Enter tax return information into computers for processing. Keying return data into systems is pure digital data entry. | 88% AI can do it |
| Check tax forms to verify that names and taxpayer identification numbers are correct, that computations have been performed correctly, or that amounts match those on supporting documentation. Checking names, TINs and arithmetic against documents is routine verification. | 85% AI can do it |
| Maintain records for each case, including contacts, telephone numbers, and actions taken. Case logs and action records can be written and updated automatically. | 80% AI can do it |
| Send notices to taxpayers when accounts are delinquent. Delinquency notices are templated letters AI can draft and send. | 75% AI can do it |
| Impose payment deadlines on delinquent taxpayers and monitor payments to ensure that deadlines are met. Deadline setting and payment tracking are rule-based scheduling tasks. | 75% AI can do it |
| Notify taxpayers of any overpayment or underpayment, and either issue a refund or request further payment. Over and underpayment notices follow fixed rules and templates. | 70% AI can do it |
| Answer questions from taxpayers and assist them in completing tax forms. AI answers common tax form questions well; complex cases need review. | 65% AI helps |
| Review filed tax returns to determine whether claimed tax credits and deductions are allowed by law. AI checks credits against rules; examiner confirms legal eligibility. | 60% AI helps |
| Maintain knowledge of tax code changes, and of accounting procedures and theory to properly evaluate financial information. AI quickly summarizes tax law changes and accounting guidance. | 60% AI helps |
| Contact taxpayers by mail or telephone to address discrepancies and to request supporting documentation. Letters automate easily; phone contact still needs a person. | 55% AI helps |
Show the other 11 tasks
| Task | AI exposure |
|---|---|
| Examine and analyze tax assets and liabilities to determine resolution of delinquent tax problems. AI analyzes asset and liability data; examiner decides resolution. | 50% AI helps |
| Review selected tax returns to determine the nature and extent of audits to be performed on them. Risk scoring is partly automated; audit scope needs examiner judgement. | 50% AI helps |
| Collect taxes from individuals or businesses according to prescribed laws and regulations. Collection mixes routine notices with calls and asset actions. | 45% AI helps |
| Investigate claims of inability to pay taxes by researching court information for the status of liens, mortgages, or financial statements, or by locating assets through third parties. Records searches are digital, but asset tracing needs third-party contact. | 45% AI helps |
| Examine accounting systems and records to determine whether accounting methods used were appropriate and in compliance with statutory provisions. AI helps analyze records; on-site examination still needs a person. | 40% AI helps |
| Prepare briefs and assist in searching and seizing records to prepare charges and documentation for court cases. AI drafts briefs well; physical records seizure stays human. | 40% AI helps |
| Determine appropriate methods of debt settlement, such as offers of compromise, wage garnishment, or seizure and sale of property. Choosing settlement methods needs legal judgement and case context. | 35% AI helps |
| Confer with taxpayers or their representatives to discuss the issues, laws, and regulations involved in returns, and to resolve problems with returns. Live taxpayer conversations need a person; AI prepares talking points. | 30% AI helps |
| Secure a taxpayer's agreement to discharge a tax assessment or submit contested determinations to other administrative or judicial conferees for appeals hearings. Securing agreement is negotiation with taxpayers and conferees. | 25% AI helps |
| Participate in informal appeals hearings on contested cases from other agents. Live contested hearings are human-led; AI helps only with preparation. | 20% AI helps |
| Direct service of legal documents, such as subpoenas, warrants, notices of assessment, and garnishments. Physically serving subpoenas and warrants requires in-person delivery. | 12% Needs a person |
How tax examiners compare
All occupations (923)
Business and financial operations (48)
Pay and outlook in the US
- Median pay
- $62,370 a year, May 2025
- People employed
- 56,610 in the US, May 2025
- Projected change in jobs
- -1.0% from 2024 to 2034
Skills to build
- Examine accounting records on site for statutory compliance
- Run exception checks in Alteryx software and Excel
- Confer with taxpayers on return problems in live meetings
- Decide offers in compromise and garnishment settlement methods
- Present contested determinations at informal appeals hearings
Safer roles nearby
5 related occupations with lower scores.
Questions about tax examiners and AI
Will AI replace tax examiners?
Partly. About 6 in 10 of a tax examiner's working hours go to tasks AI can already do, mostly keying return data and checking names, TINs and arithmetic. The live conferences, settlement decisions and on-site record reviews stay with people.
Which tasks is AI taking over for tax examiners?
Data entry from tax returns, verification of names, TINs and arithmetic against supporting documents, and case log updates are the most exposed, with scores of 88, 85 and 80. Delinquency notices, payment deadlines and over or underpayment letters follow fixed templates and rules, so AI can draft and track them.
Which tasks stay human for tax examiners?
Serving subpoenas, warrants and garnishments in person has the lowest exposure, at 12, because papers must be physically delivered. Informal appeals hearings and taxpayer conferences need a person in the room, with AI limited to preparing talking points. Choosing settlement methods needs legal judgment and case context.
How can tax examiners stay valuable as AI takes over data work?
Make on-site examinations of accounting records your core work, since AI can analyze records but a person still has to inspect them. Build exception checks in Alteryx software and Excel to catch errors in keyed return data. Prepare for taxpayer conferences by mastering the statute behind each case, since resolving return problems takes a person in the room.
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