AITakeover Tracker
53%high risk

Tax Preparers

SOC: 13-2082.00 · Job Zone 3 (Medium preparation)

Prepare tax returns for individuals or small businesses.

HighEst. full displacement: 20342041high confidence
Raw task score: 66.6Protective discount: 20.6%11 tasks scoredModel: v1.0_gemini-3-1-pro-preview_20260228

AI Impact Summary

Tax Preparers faces high AI displacement risk with a score of 53/100. Significant displacement is estimated between 2034 and 2041. Of 11 analyzed tasks, 5 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

$50,560

per year

Mean Wage

$58,860

per year

Employment

74K

workers

Wage Range

$30,500 - $96,240

10th - 90th pct

Wage Distribution

$30,500Median: $50,560$96,240

Protective Factors

Total protective discount: 20.6%

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.

Mathematics10%

High reliance on Mathematics 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.

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)

Complex Problem Solving75%

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

Social Perceptiveness90%

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

Instructing75%

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

Coordination70%

Coordination 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.

Manual Dexterity80%

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

AI-Augmented Skills (5)

Critical ThinkingJudgment and Decision MakingWritingActive LearningSystems Analysis

Recommendations

Skills to Develop

These skills are at risk from AI automation. Tax Preparers 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.

  • Mathematics

    High reliance on Mathematics 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.

  • 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.

  • Complex Problem Solving

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

  • Social Perceptiveness

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

  • Instructing

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

  • Coordination

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

  • Persuasion

    Persuasion 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.

  • 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.

  • 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.

  • Systems Analysis

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

Task Breakdown

11 tasks analyzed

Interview clients to obtain additional information on taxable income and deductible expenses and allowances.

Non-Routine InterpersonalAI: 40Risk: 31.0Time: 10%

Use all appropriate adjustments, deductions, and credits to keep clients' taxes to a minimum.

Non-Routine AnalyticalAI: 75Risk: 57.0Time: 15%

Prepare or assist in preparing simple to complex tax returns for individuals or small businesses.

Routine CognitiveAI: 85Risk: 83.2Time: 25%

Compute taxes owed or overpaid, using adding machines or personal computers, and complete entries on forms, following tax form instructions and tax tables.

Routine CognitiveAI: 95Risk: 87.2Time: 15%

Furnish taxpayers with sufficient information and advice to ensure correct tax form completion.

Non-Routine InterpersonalAI: 40Risk: 31.0Time: 5%

Check data input or verify totals on forms prepared by others to detect errors in arithmetic, data entry, or procedures.

Routine CognitiveAI: 90Risk: 85.2Time: 5%

Consult tax law handbooks or bulletins to determine procedures for preparation of atypical returns.

Non-Routine AnalyticalAI: 75Risk: 57.0Time: 5%

Calculate form preparation fees according to return complexity and processing time required.

Routine CognitiveAI: 90Risk: 85.2Time: 2%

Answer questions and provide future tax planning to clients.

Non-Routine InterpersonalAI: 35Risk: 29.0Time: 5%

Explain federal and state tax laws to individuals and companies.

Non-Routine InterpersonalAI: 40Risk: 31.0Time: 3%

Review financial records such as income statements and documentation of expenditures to determine forms needed to prepare tax returns.

Routine CognitiveAI: 85Risk: 83.2Time: 10%

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Career Planning

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