AITakeover Tracker
43%medium risk

Tax Examiners and Collectors, and Revenue Agents

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

Higher risk than 88% of occupations

AI Impact Summary

Tax Examiners and Collectors, and Revenue Agents faces moderate AI displacement risk with a score of 43/100. This occupation has higher AI displacement risk than 88% of all analyzed occupations. Of 26 analyzed tasks, 11 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Skill Impact 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 (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

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

Social Perceptiveness90%

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

Coordination70%

Coordination 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.

Service Orientation82%

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

Persuasion80%

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

Negotiation85%

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

AI-Augmented Skills (7)

Critical ThinkingWritingActive LearningJudgment and Decision MakingMonitoringSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Tax Examiners and Collectors, and Revenue Agents skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.6pt risk+$3K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Courserabeginner

Google UX Design Professional Certificate

by Google

~5 months$49/mo4.8Certificate
Enhances AI augmentation: Critical Thinking

Estimated Impact

-5.2pt risk+$3K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.8pt risk+$4K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Education & Training

Percentage of workers at each education and training level

Education Level

High School Diploma32%
Some College4%
Post-Secondary Certificate8%
Associate's Degree7%
Bachelor's Degree40%
Master's Degree1%
Doctoral/Professional Degree8%
Level 91%

Prior Experience Needed

Work experience required to enter this job

None25%
1-3 months3%
6 months - 1 year3%
1-2 years23%
2-4 years33%
4-6 years3%
6-8 years2%
8-10 years3%
Over 10 years6%

Training Provided After Hiring

How long it typically takes to learn on the job

Up to 1 month16%
1-3 months10%
3-6 months15%
6 months - 1 year25%
1-2 years27%
2-4 years1%
6-8 years6%

How AI Impacts Each Task

26 tasks analyzed

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

Risk: 80.0%AI: 77EstimatedTime: 5%

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

Risk: 45.4%AI: 46.05ObservedTime: 4%

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

Risk: 87.2%AI: 95EstimatedTime: 5%

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

Risk: 84.0%AI: 87EstimatedTime: 5%

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

Risk: 31.0%AI: 40EstimatedTime: 6%

Enter tax return information into computers for processing.

Risk: 88.0%AI: 97EstimatedTime: 4%

Send notices to taxpayers when accounts are delinquent.

Risk: 88.0%AI: 97EstimatedTime: 3%

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

Risk: 43.0%AI: 40EstimatedTime: 6%

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.

Risk: 51.0%AI: 60EstimatedTime: 5%

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

Risk: 53.0%AI: 65EstimatedTime: 4%

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.

Risk: 88.4%AI: 98EstimatedTime: 6%

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

Risk: 87.2%AI: 95EstimatedTime: 5%

Recommend criminal prosecutions or civil penalties.

Risk: 39.0%AI: 30EstimatedTime: 2%

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

Risk: 49.0%AI: 55EstimatedTime: 4%

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

Risk: 33.3%AI: 45.83ObservedTime: 4%

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

Risk: 51.0%AI: 60EstimatedTime: 5%

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

Risk: 88.0%AI: 97EstimatedTime: 3%

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

Risk: 86.0%AI: 92EstimatedTime: 3%

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

Risk: 23.0%AI: 20EstimatedTime: 2%

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

Risk: 47.0%AI: 50EstimatedTime: 4%

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

Risk: 78.0%AI: 72EstimatedTime: 2%

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

Risk: 25.0%AI: 25EstimatedTime: 3%

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

Risk: 50.3%AI: 58.33ObservedTime: 4%

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

Risk: 84.0%AI: 87EstimatedTime: 2%

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

Risk: 47.0%AI: 50EstimatedTime: 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.

Risk: 51.1%AI: 60.27ObservedTime: 2%

Protective Factors

Total protective discount: 29.7%

Essential Soft Skills

Traits that are hard for AI to replicate

IntegritySelf ControlIndependenceAttention to DetailDependabilityAnalytical ThinkingStress ToleranceCooperationAdaptability/FlexibilityInitiativeAchievement/EffortConcern for Others

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
Career Planning

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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.

  • Adaptability/Flexibility

    Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

  • Leadership

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

  • Social Perceptiveness

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

  • Coordination

    Coordination 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.

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.

  • Monitoring

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

Score History

Risk score over 3 scoring runs

-3.3

overall change

Checking for existing plan...