Changing fast

Last Update: 2/17/2026

Your role’s AI Resilience Score is

27.5%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Medium

What does this resilience result mean?

These roles are undergoing rapid transformation. Entry-level tasks may be automated, and career paths may look different in the near future.

AI Resilience Report for

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.

This role is changing fast

The career of Tax Examiners and Collectors, and Revenue Agents is labeled as "Changing fast" because many of their routine tasks, like checking data and sending out standard notices, are now being handled by AI and computer systems. These technologies can automatically verify numbers, detect errors, and even assist with common questions, reducing the need for human involvement in these areas.

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Latest news
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This role is changing fast

The career of Tax Examiners and Collectors, and Revenue Agents is labeled as "Changing fast" because many of their routine tasks, like checking data and sending out standard notices, are now being handled by AI and computer systems. These technologies can automatically verify numbers, detect errors, and even assist with common questions, reducing the need for human involvement in these areas.

Read full analysis

Contributing Sources

We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.

AI Resilience

AI Resilience Model v1.0

AI Task Resilience

Learn about this score
Changing fast iconChanging fast

2.1%

2.1%

Microsoft's Working with AI

AI Applicability

Learn about this score
Changing fast iconChanging fast

5.6%

5.6%

Anthropic's Economic Index

Stable iconStable

73.6%

73.6%

Will Robots Take My Job

Automation Resilience

Learn about this score
Changing fast iconChanging fast

22.9%

22.9%

Low Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

Learn about this score

Growth Rate (2024-34):

-1.8%

Growth Percentile:

18.8%

Annual Openings:

4,300

Annual Openings Pct:

36.8%

Analysis of Current AI Resilience

Tax Examiners and Agents

Updated Quarterly • Last Update: 2/17/2026

Analysis
Suggested Actions
State of Automation

What's changing and what's not

Tax examiners’ work mixes routine data checks and human judgment. For example, O*NET notes they often check returns for correct names, IDs and calculations and send notices about over-/under-payments [1] [1]. In practice, many of these routine steps are now done by computer systems.

Modern tax software automatically verifies math and cross‐checks numbers on forms [2] [3]. Agencies also deploy analytics and AI to scan large datasets and flag likely errors or fraud. For instance, the IRS is using AI models to pick audit targets in partnership and corporate returns [2] – tools that “detect tax avoidance issues” among exhibits of data.

Even simple taxpayer queries can be handled by chatbots or virtual assistants: OECD reports that many tax offices use basic AI helpers to answer FAQs, guide payments or schedule appointments [3]. In short, tasks like data entry and issuing standard notices are largely automated or assisted by software [2] [3].

However, highly personal or judgment-based tasks still rely on people. Activities like negotiating payment plans, understanding complex audits, or explaining new tax laws require human insight. Experts warn that AI may misinterpret unusual but valid cases – “tax is really just the story of people’s lives,” as one analyst notes [2].

In fact, tax professionals believe AI can free up time but “simply can’t replace human expertise” for nuanced work [2]. So far, routine checking and communication are most affected by automation, while the more complex decisions and personal contacts remain in human hands.

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AI Adoption

AI in the real world

Many tax agencies are eager to adopt AI quickly because it promises efficiency and helps address staffing shortages. For example, US tax officials have lost many auditors in recent cuts, and surveys of tax professionals note that talent gaps will “push more rapid adoption” of AI tools [2]. Globally, dozens of tax offices (29 of 38 OECD members) report active AI projects [3].

When AI successfully automates tedious data tasks or fraud detection [2] [2], it can deliver big benefits: faster processing, more cases reviewed, and better service (faster answers) for taxpayers. Many francise (sic) firms even report that 80–90% of tax accountants see AI as a force for good, helping with data entry and audit planning [2] [2].

At the same time, adoption can be cautious. Legal and ethical issues slow deployment. Tax auditors must maintain public trust, so any AI system needs high accuracy and fairness [2] [3].

Professionals worry about data security and mistakes – for example, one survey found tax experts insist on strict safeguards so AI advice is reliable [2]. Governments also face implementation costs and legacy IT systems that take time to upgrade. In short, the promise of AI encourages tax agencies to try tools that handle routine work, but concerns about privacy, fairness and budgets mean a slow, careful rollout.

Each new AI tool tends to assist workers (making jobs easier) rather than replace them entirely [2] [3].

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More Career Info

Career: Tax Examiners and Collectors, and Revenue Agents

Similar Careers

Employment & Wage Data

Median Wage

$59,740

Jobs (2024)

57,600

Growth (2024-34)

-1.8%

Annual Openings

4,300

Education

Bachelor's degree

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2024-2034

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

75% ResilienceSupplemental

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

2

70% ResilienceSupplemental

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

3

70% ResilienceSupplemental

Request that the state or federal revenue service prepare a return on a taxpayer's behalf in cases where taxes have not been filed.

4

65% ResilienceSupplemental

Review filed tax returns to determine whether claimed tax credits and deductions are allowed by law.

5

65% ResilienceSupplemental

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

6

60% ResilienceSupplemental

Conduct independent field audits and investigations of income tax returns to verify information or to amend tax liabilities.

7

60% ResilienceSupplemental

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

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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