Somewhat Resilient
Last Update: 10/7/2026
AI Resilience Score for Tax Preparers:
38.4%
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Low
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Med
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Med
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.
This result is backed by strong agreement across multiple data sources.
AI Resilience Report forTax Preparers
$54,920 median salary•9,400 annual openings•SOC Code: 13-2082.00
Tax Preparers are somewhat less resilient to AI impacts than most occupations, according to our analysis of 8 sources.
Tax preparation is labeled "Somewhat Resilient" because AI is already handling a big chunk of the routine work (like checking data, classifying receipts, and filling out forms), which means the job is changing significantly even if it is not disappearing. Studies show that some firms have automated more than 80% of individual tax return preparation, so preparers who only focus on those basic tasks will find their role shrinking fast.
Learn more about how you can thrive in this position
This role is somewhat resilient
Tax preparation is labeled "Somewhat Resilient" because AI is already handling a big chunk of the routine work (like checking data, classifying receipts, and filling out forms), which means the job is changing significantly even if it is not disappearing. Studies show that some firms have automated more than 80% of individual tax return preparation, so preparers who only focus on those basic tasks will find their role shrinking fast.
Read full analysisAnalysis of current AI resilience
Tax Preparers
Updated quarterly
How can Tax Preparers prepare for AI?
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Latest AI news for Tax Preparers
These articles highlight how AI is reshaping the role of tax preparers, emphasizing the importance of adapting to new technologies. For example, the AARP article explains how generative AI is streamlining the tax filing process, making it essential for preparers to understand and leverage these tools. Additionally, insights from Thomson Reuters indicate that AI will create new skills and career paths, encouraging tax professionals to embrace continuous learning. By developing AI resilience, future tax preparers can enhance their value and remain relevant in an evolving industry.

A risk framework for AI use in tax administration and preparation
www.thetaxadviser.com • 8/30/2026
A former IRS commissioner assesses risks and proposes control practices for use of artificial intelligence by taxing authorities and...

Impact of AI on tax and accounting professionals
tax.thomsonreuters.com • 6/8/2026
Learn how AI is transforming tax and accounting, from automation to advisory services, and what it means for tax professionals and...

AI for tax professionals: A guide
tax.thomsonreuters.com • 3/5/2025
Explore practical ways that tax professionals can do to confidently prepare for the future of AI while achieving their career and job goals.

How AI will impact the tax and accounting profession (2025)
tax.thomsonreuters.com • 1/30/2025
Discover AI can change the tax and accounting profession with new skills and career paths based on the Future of Professionals Report.

Tax Preparers Are Using AI to Help You File Your Returns
www.aarp.org • 2/8/2024
Large tax preparation companies are using artificial intelligence. Find out how generative AI could be affecting your tax filing.
More Career Info
Career: Tax Preparers
They help people file their taxes by organizing financial information and making sure everything is correct to follow tax laws and get the best refund or payment.
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Employment & Wage Data
Median Wage
$54,920
Jobs (2025)
95,800
Growth (2025-35)
+4.7%
Annual Openings
9,400
Education
High school diploma or equivalent
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2025-2035
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Interview clients to obtain additional information on taxable income and deductible expenses and allowances.
2
Answer questions and provide future tax planning to clients.
3
Furnish taxpayers with sufficient information and advice to ensure correct tax form completion.
4
Use all appropriate adjustments, deductions, and credits to keep clients' taxes to a minimum.
5
Prepare or assist in preparing simple to complex tax returns for individuals or small businesses.
6
Explain federal and state tax laws to individuals and companies.
7
Consult tax law handbooks or bulletins to determine procedures for preparation of atypical returns.
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.
