Last Update: 3/13/2026
Your role’s AI Resilience Score is
Median Score
Changing Fast
Evolving
Stable
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.
What does this resilience result mean?
These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.
AI Resilience Report for
They review financial records to ensure taxes are paid correctly and collect overdue taxes to support government services.
This role is evolving
The career of Tax Examiners and Collectors, and Revenue Agents is labeled as "Evolving" because AI is increasingly handling routine tasks like data entry and fraud detection, making these processes faster and more efficient. However, human skills remain essential for tasks that require judgment and personal interaction, like negotiating payment plans or handling complex audits.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
This role is evolving
The career of Tax Examiners and Collectors, and Revenue Agents is labeled as "Evolving" because AI is increasingly handling routine tasks like data entry and fraud detection, making these processes faster and more efficient. However, human skills remain essential for tasks that require judgment and personal interaction, like negotiating payment plans or handling complex audits.
Read full analysisContributing 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
CareerVillage's proprietary model that estimates how resilient each occupation's tasks are to AI automation and augmentation
Microsoft's Working with AI
AI Applicability
Measures how applicable AI tools (like Bing Copilot) are to each occupation based on real usage patterns
Anthropic's Observed Exposure
AI Resilience
Based on observed patterns of how Claude is being used across occupational tasks in real conversations
Will Robots Take My Job
Automation Resilience
Estimates the probability of automation for each occupation based on research from Oxford University and other academic sources
Althoff & Reichardt
Economic Growth
Measured as "Wage bill" which is a long term projection for average wage × employment. It's the total labor income flowing to an occupation
We use BLS employment projections to complement the AI-focused assessments from other sources.
Learn about this scoreGrowth Rate (2024-34):
Growth Percentile:
Annual Openings:
Annual Openings Pct:
Analysis of Current AI Resilience
Tax Examiners and Agents
Updated Quarterly • Last Update: 2/17/2026

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.

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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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
AI-generated estimates of task resilience over the next 3 years
Direct service of legal documents, such as subpoenas, warrants, notices of assessment and garnishments.
Determine appropriate methods of debt settlement, such as offers of compromise, wage garnishment, or seizure and sale of property.
Request that the state or federal revenue service prepare a return on a taxpayer's behalf in cases where taxes have not been filed.
Review filed tax returns to determine whether claimed tax credits and deductions are allowed by law.
Prepare briefs, and assist in searching and seizing records to prepare charges and documentation for court cases.
Conduct independent field audits and investigations of income tax returns to verify information or to amend tax liabilities.
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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