AITakeover Tracker
46%medium risk

Tax Examiners and Collectors, and Revenue Agents

SOC: 13-2081.00 · Job Zone 3 (Medium preparation)

Determine tax liability or collect taxes from individuals or business firms according to prescribed laws and regulations.

Medium RiskEst. full displacement: 20382046high confidence
Raw task score: 60.7Protective discount: 23.4%26 tasks scoredModel: v1.0_gemini-3-1-pro-preview_20260228

AI Impact Summary

Tax Examiners and Collectors, and Revenue Agents faces moderate AI displacement risk with a score of 46/100. Significant displacement is estimated between 2038 and 2046. Of 26 analyzed tasks, 12 are highly automatable, particularly in routine_cognitive. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Wage & Employment (2024)

Median Wage

$59,740

per year

Mean Wage

$67,570

per year

Employment

54K

workers

Wage Range

$40,020 - $110,300

10th - 90th pct

Wage Distribution

$40,020Median: $59,740$110,300

Protective Factors

Total protective discount: 23.4%

Skill Analysis

AI-Vulnerable Skills (6)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (7)

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (5)

Critical ThinkingWritingActive LearningJudgment and Decision MakingSystems Analysis

Recommendations

Skills to Develop

These skills are at risk from AI automation. Tax Examiners and Collectors, and Revenue Agents professionals should diversify beyond them.

  • Reading Comprehension

    High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Information Ordering

    High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Mathematics

    High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Mathematics

    High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Memorization

    Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Skills to Leverage

These human-centric skills remain difficult for AI to replicate. Double down here.

  • Social Perceptiveness

    Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

  • Persuasion

    Persuasion is AI-resistant — strengthening this skill provides durable career protection.

  • Complex Problem Solving

    Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

  • Coordination

    Coordination is AI-resistant — strengthening this skill provides durable career protection.

  • Instructing

    Instructing is AI-resistant — strengthening this skill provides durable career protection.

Tools to Adopt

AI can amplify these skills. Learn the tools that augment rather than replace your work.

  • Critical Thinking

    Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Writing

    Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Active Learning

    Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Judgment and Decision Making

    Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Systems Analysis

    Systems Analysis will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Task Breakdown

26 tasks analyzed

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

Routine CognitiveAI: 60Risk: 73.2Time: 6%

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

Non-Routine AnalyticalAI: 75Risk: 57.0Time: 3%

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

Routine CognitiveAI: 90Risk: 85.2Time: 5%

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

Routine CognitiveAI: 80Risk: 81.2Time: 6%

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

Non-Routine InterpersonalAI: 10Risk: 19.0Time: 6%

Enter tax return information into computers for processing.

Routine CognitiveAI: 95Risk: 87.2Time: 3%

Send notices to taxpayers when accounts are delinquent.

Routine CognitiveAI: 90Risk: 85.2Time: 3%

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

Non-Routine AnalyticalAI: 35Risk: 41.0Time: 6%

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

Non-Routine AnalyticalAI: 60Risk: 51.0Time: 4%

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.

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 5%

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.

Routine CognitiveAI: 95Risk: 87.2Time: 6%

Process individual and corporate income tax returns, and sales and excise tax returns.

Routine CognitiveAI: 90Risk: 85.2Time: 5%

Recommend criminal prosecutions or civil penalties.

Non-Routine AnalyticalAI: 35Risk: 41.0Time: 2%

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

Non-Routine AnalyticalAI: 55Risk: 49.0Time: 4%

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

Non-Routine InterpersonalAI: 30Risk: 27.0Time: 5%

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

Routine CognitiveAI: 80Risk: 81.2Time: 5%

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

Routine CognitiveAI: 90Risk: 85.2Time: 3%

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

Routine CognitiveAI: 85Risk: 83.2Time: 3%

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

Non-Routine InterpersonalAI: 10Risk: 19.0Time: 2%

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

Non-Routine AnalyticalAI: 55Risk: 49.0Time: 4%

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

Routine CognitiveAI: 60Risk: 73.2Time: 2%

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

Non-Routine InterpersonalAI: 10Risk: 19.0Time: 3%

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

Non-Routine AnalyticalAI: 40Risk: 43.0Time: 3%

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

Routine CognitiveAI: 70Risk: 77.2Time: 2%

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

Non-Routine AnalyticalAI: 60Risk: 51.0Time: 2%

Install systems of recording costs or other financial and budgetary data or provide advice on such systems, based on examination of current financial records.

Non-Routine AnalyticalAI: 60Risk: 51.0Time: 2%

Community Assessment

Do you agree with this risk score?

Career Planning

Explore other career paths

Compare displacement risk across occupations and find careers with stronger long-term prospects.