Somewhat Resilient

Last Update: 10/7/2026

AI Resilience Score for Tax Examiners and Agents:

39.2%

Median Score

Meaningful human contribution

Med

Long-term employer demand

Low

Sustained economic opportunity

Med

Our confidence in this score:
Medium

Methodology and Scoring Rationale

To score how resilient tax examiner and revenue agent work is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from five AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, and OpenAI Signals. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For tax examiners and revenue agents, all eight sources had data, but exposure was split: Anthropic saw meaningful human judgment staying in the role, while AI Resilience Model, Microsoft, Will Robots Take My Job, and OpenAI Signals all flagged high AI exposure, keeping confidence at medium. Weak hiring outlook and low adaptive capacity pulled the score toward "Somewhat Resilient."

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.

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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.

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Analysis of current AI resilience

Tax Examiners and Agents

Updated quarterly

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Latest AI news for Tax Examiners and Agents

These articles highlight the significant impact of AI on careers in tax examination and collection. For instance, the Treasury Secretary notes that AI will enhance collections despite workforce cuts, suggesting a shift in how tax agencies operate. Additionally, with a 74/100 risk score for AI replacement, students should focus on developing skills that AI cannot easily replicate, such as complex problem-solving and interpersonal communication. Embracing AI tools will help future tax professionals remain resilient and adapt to the evolving landscape of the industry.

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.

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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

80% ResilienceSupplemental

Secure a taxpayer's agreement to discharge a tax assessment or submit contested determinations to other administrative or judicial conferees for appeals hearings.

2

78% ResilienceSupplemental

Participate in informal appeals hearings on contested cases from other agents.

3

75% ResilienceSupplemental

Prepare briefs and assist in searching and seizing records to prepare charges and documentation for court cases.

4

70% ResilienceSupplemental

Determine appropriate methods of debt settlement, such as offers of compromise, wage garnishment, or seizure and sale of property.

5

65% ResilienceCore Task

Confer with taxpayers or their representatives to discuss the issues, laws, and regulations involved in returns, and to resolve problems with returns.

6

65% ResilienceSupplemental

Direct service of legal documents, such as subpoenas, warrants, notices of assessment, and garnishments.

7

60% ResilienceSupplemental

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.

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