Somewhat Resilient
Last Update: 8/30/2026
AI Resilience Score for Tax Examiners and Agents:
39.2%
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Med
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Low
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Med
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
There are a reasonable number of sources for this result, but there is some disagreement between them.
Contributing sources
AI Resilience Report forTax Examiners and Collectors, and Revenue Agents
$62,370 median salary•4,400 annual openings•SOC Code: 13-2081.00
Tax Examiners and Collectors, and Revenue Agents are somewhat less resilient to AI impacts than most occupations, according to our analysis of 8 sources.
Tax examining and revenue agent work is "Somewhat Resilient" because AI is already handling a real chunk of the routine tasks in this field, like sending notices, matching tax records, and answering basic taxpayer questions, but the judgment-heavy work of resolving disputes, interpreting tax law, and navigating sensitive conversations with taxpayers still requires a human. The IRS has rapidly expanded its AI use cases from 10 in 2022 to 126 by mid-2025, and with a workforce that shrank by about 25% in early 2025, the pressure to automate is very real and moving fast.
Learn more about how you can thrive in this position
This role is somewhat resilient
Tax examining and revenue agent work is "Somewhat Resilient" because AI is already handling a real chunk of the routine tasks in this field, like sending notices, matching tax records, and answering basic taxpayer questions, but the judgment-heavy work of resolving disputes, interpreting tax law, and navigating sensitive conversations with taxpayers still requires a human. The IRS has rapidly expanded its AI use cases from 10 in 2022 to 126 by mid-2025, and with a workforce that shrank by about 25% in early 2025, the pressure to automate is very real and moving fast.
Read full analysisLearn more about how you can thrive in this position
Analysis of Current AI Resilience
Tax Examiners and Agents
Updated Quarterly

How is AI changing Tax Examiners and Agents jobs?
If you're worried about AI taking over tax jobs, here's some honest but reassuring news: the IRS is embracing AI, but mostly to help the humans who are still very much needed. As of June 2025, the IRS had 126 active AI use cases in its inventory, up from just 10 in August 2022 [1], spanning audit selection, fraud detection, and taxpayer services. Many of the tasks flagged as highly automatable in this career are already being handled by machines — AI-powered chatbots handle routine inquiries and reduce load on call centers, while revenue agents also have access to generative AI for drafting information document requests and audit reports, with the AI producing a first draft that the agent reviews and finalizes [2].
On the compliance side, AI agents are used to automate matching payee data to tax withholding certificates, validate taxpayer identification numbers, and perform complex withholding tax calculations [3] — the kinds of routine notices and record-keeping that top your task list. Importantly, Salesforce is adding AI agents to help IRS employees handle tasks like generating case summaries and searching data, with the aim of helping employees process cases faster rather than replacing them [4]. Judgment-heavy work — resolving disputes, interpreting law, and confronting taxpayers directly — still relies on people.
Sources

How fast is AI adoption growing for Tax Examiners and Agents?
Adoption is moving fast because of a perfect storm: budget pressure and workforce cuts. The IRS workforce fell from approximately 103,000 to 77,000 employees between January and May 2025, a reduction of roughly 25% [2], and Treasury Secretary Scott Bessent told Congress that smarter IT and the "AI boom" could enhance collections even with staff cuts [5]. But there are real speed limits.
Government watchdogs warn that the recent staff reductions, the intent to pursue additional AI initiatives, and the absence of a plan to address AI skills gaps increase the risk that IRS AI efforts will not succeed [1]. Trust and legal accuracy also slow things down — AI models must be managed carefully because if they're not updated for the latest regulatory changes, they may misclassify transactions or produce misleading results, and overreliance on automated determinations without sufficient human review can propagate errors at scale [3]. The takeaway for young people: the routine parts of this job (form-answering, notice-sending, record-keeping) are being augmented or replaced, but human skills like empathy, legal judgment, negotiation, and handling complex or sensitive taxpayer situations are exactly what governments still desperately need.
Sources

Will AI replace Tax Examiners and Agents?
Not entirely. We think AI will take over some tasks, but not the whole job.
Our 39.2% AI Resilience Score reflects real pressure on this career. The IRS already has 126 active AI use cases covering audit selection, fraud detection, and taxpayer services [1], and tools like AI-powered chatbots and automated withholding calculations are handling the routine, repetitive work that once filled a lot of a tax examiner's day [3]. The IRS workforce also dropped from roughly 103,000 to 77,000 employees in early 2025, with officials openly citing AI as a way to maintain collections with fewer people [2].
But the whole job is not going away. Judgment-heavy work, like resolving disputes, interpreting tax law, and negotiating with taxpayers in complex or sensitive situations, still needs a human. Government watchdogs have also flagged that the IRS lacks a plan to address AI skills gaps, which creates real risk that AI efforts will fall short without skilled people guiding them [1]. AI systems that miss regulatory updates can produce errors at scale, which is exactly why human review stays critical [3].
The honest picture: long-term employer demand for this role is soft, so the job market will be more competitive. But people who develop legal judgment and case management skills alongside AI tools will still have a place here.
Sources

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Latest AI news for Tax Examiners and Agents
These articles highlight the evolving role of AI in tax-related careers, suggesting that while automation may change some tasks, it also creates opportunities for tax examiners and collectors. For instance, the IRS plans to use AI to enhance collections, which means professionals will need to adapt to new technologies to stay relevant. Additionally, understanding AI's impact on audit probabilities could help agents strategize their work. Embracing AI resilience will be key for future success in this field, as it can lead to more efficient processes and improved compliance efforts.
Will AI Replace Tax Examiners? 74/100 Risk Score
www.aijobchecker.com • 8/20/2026
Tax Examiners face a 74/100 AI replacement risk. Computing taxes is 95% automatable now. See which tasks are safest and how to future-proof your career.
Will AI REPLACE IRS Agents and Accountants?
www.youtube.com • 8/20/2026
AI in the U.S. Treasury and IRS: A Survey
arxiv.org • 8/20/2026
Sep 19, 2025 — The IRS leverages artificial intelligence (AI) to enhance tax compliance and reduce the tax gap ($428 billion net gap in 2024) by improving ... Read more

What are your chances of being audited now that the IRS is using AI? Jury is still out
finance.yahoo.com • 4/25/2026

‘AI boom’ will make up for IRS workforce cuts, Treasury secretary says
fedscoop.com • 5/6/2025
Scott Bessent told House lawmakers that better IT and artificial intelligence will “enhance collections” at the tax agency, which has shed...
More Career Info
Career: Tax Examiners and Collectors, and Revenue Agents
They review financial records to ensure taxes are paid correctly and collect overdue taxes to support government services.
Parent Careers
Similar Careers
Employment & Wage Data
Median Wage
$62,370
Jobs (2025)
60,100
Growth (2025-35)
-1.0%
Annual Openings
4,400
Education
Bachelor's degree
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2025-2035
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Secure a taxpayer's agreement to discharge a tax assessment or submit contested determinations to other administrative or judicial conferees for appeals hearings.
2
Participate in informal appeals hearings on contested cases from other agents.
3
Prepare briefs and assist in searching and seizing records to prepare charges and documentation for court cases.
4
Determine appropriate methods of debt settlement, such as offers of compromise, wage garnishment, or seizure and sale of property.
5
Confer with taxpayers or their representatives to discuss the issues, laws, and regulations involved in returns, and to resolve problems with returns.
6
Direct service of legal documents, such as subpoenas, warrants, notices of assessment, and garnishments.
7
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.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.
