Gini Loh System Tools

AI Automation Index

Will AI Replace Tax Examiners and Collectors, and Revenue Agents?

Task-level automation exposure for Tax Examiners and Collectors, and Revenue Agents: 21 O*NET tasks scored against their work activities, plus the simulator.

E-E-A-T Verified
Developed & audited by Gini Loh

Automation Exposure

62% weighted task index

21 of 21 tasks scored

Median Salary

$62,370 / year

BLS OEWS, May 2025 — this exact occupation

Employment Level

Medium

56,610 people hold this job — size, not growth

Projected 2025–35

-1.0% employment change

4,400 openings a year · BLS line item

Pay by state

BLS OEWS publishes 51 state estimates for this occupation. Each is its own survey estimate, not the national median adjusted for local prices.

$41,860 – $96,420

Highest medians

New Jersey $96,420
Alaska $94,630
Arizona $92,680
Connecticut $89,140
Kansas $88,610

Lowest medians

Mississippi $41,860
Puerto Rico $43,740
Florida $46,760
Utah $49,940
Louisiana $49,940

State figures come from the 13-2081 row in the May 2025 state panel. States where the estimate was suppressed or too small to publish are absent.

What the score is made of

Each task is mapped to its work activities, scored for AI automation potential, and weighted by how important those activities are to the job. These are the components.

Automation potential 62%

Importance-weighted mean of the scored tasks. This is the headline index.

Physical work 0%

Share of weighted tasks in hands-on or machine-operating work activities.

Judgment & influence 39%

Share in analysis, decisions, teaching, directing, advising, or caring for others.

Routine administration 13%

Share in documenting, recording, and administrative activities.

Rewritten by O*NET 0%

Share of weighted tasks O*NET rewrote in a recent update. Reported, not folded into the score.

Consequence of error 19/100 Low

O*NET's own rating of how serious an uncorrectable mistake would be here — respondents, not us. Deliberately not in the index: the score measures what AI can do with the task content, and multiplying it by stakes would be our judgment dressed as data.

Constituent Task Mix

21 tasks for this occupation, weighted by work-activity importance. Shares below are of total task weight, not task count.

High exposure (≥ 60% of the task is automatable) 76%

15 tasks

Medium exposure (≥ 35%) 21%

5 tasks

Low exposure (below 35%) 3%

1 tasks

How would you survive?

Move your week away from the high-exposure tasks and toward the ones that need judgment. The simulator recalculates the index as you shift the mix.

Simulate Upskilling →

Constituent Tasks

#5293 · Core · 65% automatable

Send notices to taxpayers when accounts are delinquent.

text generation — Status notifications drafted and sent by AI

Inform individuals or organizations of status or findings.
#5291 · Core · 62% automatable

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

information retrieval — AI explains policies; human handles live questions

Explain regulations, policies, or procedures.
#5294 · Core · 65% automatable

Notify taxpayers of any overpayment or underpayment, and either issue a refund or request further payment.

text generation — Status notifications drafted and sent by AI

Inform individuals or organizations of status or findings.
#5290 · Core · 72% automatable

Maintain records for each case, including contacts, telephone numbers, and actions taken.

text generation — Legal documentation drafted; human owns accuracy

Document information related to legal proceedings.
#5292 · Core · 72% automatable

Contact taxpayers by mail or telephone to address discrepancies and to request supporting documentation.

text generation — Written correspondence to customers is largely automatable

Correspond with customers to answer questions or resolve complaints.
#20016 · Core · 72% automatable

Answer questions from taxpayers and assist them in completing tax forms.

text generation — Written correspondence to customers is largely automatable

Correspond with customers to answer questions or resolve complaints.
#5288 · Supplemental · 35% automatable

Collect taxes from individuals or businesses according to prescribed laws and regulations.

physical manipulation — In-person payment handling; some digital automation

Collect payments for goods or services.
#5305 · Supplemental · 50% automatable

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

decision support — Financial plans drafted; fiduciary accountability human

Develop financial plans for clients.
#5302 · Supplemental · 82% automatable

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.

data analysis — Cross-checking records against criteria, human spot-checks

Verify accuracy of records.
#5303 · Supplemental · 62% automatable

Examine and analyze tax assets and liabilities to determine resolution of delinquent tax problems.

data analysis — Financial status from documents, human verifies

Assess financial status of clients.
#5301 · Supplemental · 65% automatable

Impose payment deadlines on delinquent taxpayers and monitor payments to ensure that deadlines are met.

text generation — Status notifications drafted and sent by AI

Inform individuals or organizations of status or findings.
#5308 · Supplemental · 40% automatable

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

interpersonal — Overseeing business processes requires human accountability

Oversee business processes.
#5296 · Supplemental · 65% automatable

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

data analysis — Examines records for anomalies; human validates findings

Examine financial records.
#5289 · Supplemental · 80% automatable

Maintain knowledge of tax code changes, and of accounting procedures and theory to properly evaluate financial information.

information retrieval — AI tracks regulatory changes; human confirms applicability

Update knowledge of legal or regulatory environments.
#5310 · Supplemental · 69% automatable

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.

information retrieval — Gather financial records, human verifies authenticity

Gather financial records. Examine financial records.
#5297 · Supplemental · 65% automatable

Review selected tax returns to determine the nature and extent of audits to be performed on them.

data analysis — Examines records for anomalies; human validates findings

Examine financial records.
#5299 · Supplemental · 63% automatable

Examine accounting systems and records to determine whether accounting methods used were appropriate and in compliance with statutory provisions.

data analysis — Examines records for anomalies; human validates findings

Examine financial records. Examine financial records or processes.
#5312 · Supplemental · 15% automatable

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

interpersonal — Testimony carries legal accountability and live presence

Testify at legal or legislative proceedings.
#5307 · Supplemental · 45% automatable

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

text generation — Draft legal docs; attorney owns accuracy

Collect evidence for legal proceedings. Prepare legal or investigatory documentation.
#5298 · Supplemental · 85% automatable

Enter tax return information into computers for processing.

data analysis — Enter and maintain data in information systems

Maintain data in information systems or databases.
#5306 · Supplemental · 44% automatable

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

text generation — Drafting agency communications aided; relationships human

Negotiate agreements to resolve disputes. Communicate with government agencies.
Embed this calculator on your site ↓

Bloggers & authors: Embed this interactive calculator directly in your articles or comparison guides. It loads dynamically via a responsive iframe (auto-resizing to prevent double scrollbars) and provides a direct, high-value tool for your audience.

<div class="giniloh-calculator-embed" data-calculator="tax-examiners-and-collectors-and-revenue-agents"></div> <script src="https://giniloh.com/embed.js" async></script>

Community Sentiment

Do you agree?

Do you agree with the AI automation risk score calculated for this occupation?

Method

How this was scored

  1. 1. Tasks. O*NET task statements for this occupation, from a release whose newest record is dated 08/2026.
  2. 2. Work activities. Each task maps to 1–5 Detailed Work Activities; each activity belongs to one of 41 Generalized Work Activities that O*NET rates for importance (1–5) in this occupation.
  3. 3. Automation potential. Every work activity carries one score for how far current AI can perform it end-to-end. Tasks inherit the mean of their activities.
  4. 4. Weighting. Task weight = 0.35 + 0.65 × (importance − 1)/4, scaled by how often the task is performed and by 0.7 for Supplemental tasks. Importance is the task's own O*NET rating where it exists (18,369 of 18,838 tasks); the rest inherit their work activities' importance. The index is the weighted mean.

Check: across the 910 occupations where O*NET also rates how far machine speed sets the pace, this index moves opposite to it (Spearman ρ = -0.49). The more a job is paced by equipment, the less of its task content AI can address — the relationship you would expect if the scoring is working.

Sources · O*NET 31.0 (task records to 08/2026) · BLS OEWS May 2025 · BLS projections 2025-2035 · rubric v2.1 · tasks for O*NET, not a forecast

See the full method →

Related Article

Engineer at work

Best AI Proof Jobs in a Changing Market

Worried robots are coming for your paycheck? You’re not alone—but the real story is far more hopeful. This guide cuts through the scare headlines to reveal exactly where smart, sustainable career opportunities exist right now. We’ve curated a list of true ai proof jobs—roles in healthcare, skilled trades, and cybersecurity that not only survive automation but thrive because of human judgment and empathy. You’ll get specific, money-making data on projected growth (the BLS says wind turbine technicians, for instance, will grow 44% by 2032), real salary ranges from active job listings, and a simple self-assessment quiz to identify your own most resilient path. Plus, we name companies hiring today and the niche job boards they use. Stop worrying and start planning—your secure career is closer than you think.

Read Article ->