Somewhat Resilient
Last Update: 6/19/2026
AI Resilience Score for Tax Preparers:
39.7%
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.
Most data sources align, with only minor variation. This is a well-supported result.
Contributing sources
AI Resilience Report forTax Preparers
$50,560 median salary•10,400 annual openings•SOC Code: 13-2082.00
Tax Preparers are somewhat less resilient to AI impacts than most occupations, according to our analysis of 7 sources.
Tax preparation is "Somewhat Resilient" because AI is already handling a big chunk of the routine work, like document collection and research, cutting task times from 3 to 5 hours down to 15 to 30 minutes. That kind of automation means firms can get more done with fewer people, so the number of entry-level jobs could shrink even if the profession itself survives.
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Tax preparation is "Somewhat Resilient" because AI is already handling a big chunk of the routine work, like document collection and research, cutting task times from 3 to 5 hours down to 15 to 30 minutes. That kind of automation means firms can get more done with fewer people, so the number of entry-level jobs could shrink even if the profession itself survives.
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Tax Preparers
Updated Quarterly
How is AI changing Tax Preparers jobs?
AI is already deep inside tax preparation, but it's mostly being used to augment preparers rather than replace them. Thomson Reuters' 2026 industry survey, summarized in CPA Practice Advisor, found that 62% of professionals are using generative AI daily and 34% of tax firms are deploying it at an organizational level — up from 21% just a year ago. Purpose-built tools like CoCounsel Tax & Audit are reporting average time savings of 32% per task, with research that once consumed three to five hours now taking fifteen to thirty minutes.
The National Association of Tax Professionals (NATP) tells members [1] that AI can automate document collection and that the time saved lets owners "scale back their staff labor costs" if they choose. Even the IRS is leaning in: the U.S. Government Accountability Office reports [2] that as of last summer the agency had 126 active AI use cases, including voicebots and chatbots that answer routine taxpayer questions.
Sources
How fast is AI adoption growing for Tax Preparers?
Adoption is real but uneven. Deloitte's 2026 AI-enabled Tax Transformation survey [3] found big barriers — budget constraints (45%), limited AI expertise (36%), no clear AI strategy (33%), and data-security worries (30%). Trust matters too: a CPA Practice Advisor recap of an Invoice Home survey [4] showed only 37% of Americans would consider AI over a human preparer, down from 43% in 2025.
Politics also slows automation; Fortune reports [5] that lobbying helped end the IRS's free Direct File program in 2026, preserving demand for human preparers. The skills clients still pay people for — interviewing, judgment, and planning — are exactly the lower-automation tasks on your list, so curiosity, communication, and learning to use AI well are your best bets.
Sources
Will AI replace Tax Preparers?
Not entirely. We think AI will take over some tasks, but not the whole job.
Tax prep scores a 39.7% AI Resilience Score, which tells you this field faces real pressure. AI is already doing the heavy lifting on document collection, routine data entry, and research that once took three to five hours but now takes fifteen to thirty minutes [4]. The IRS itself had 126 active AI use cases as of last year, including chatbots handling routine taxpayer questions [2]. That kind of automation will keep shrinking the most repetitive parts of the job.
What stays human is the part clients actually care about: interviewing, judgment, and planning. Only 37% of Americans would consider using AI over a human preparer [4], and trust in human expertise remains a real market force. Big firms face their own barriers too, including budget constraints and data-security worries, which slows how fast full automation spreads [3].
The honest picture is that tax preparers who learn to use AI as a tool will be more productive, not replaced. The preparers most at risk are those who only do the mechanical work AI already handles well. Build your skills around client communication, complex judgment calls, and staying current on tax law, and you will have something AI cannot replicate.
Sources
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Latest AI news for Tax Preparers
These articles highlight the evolving role of AI in tax preparation, emphasizing both challenges and opportunities for future tax professionals. For instance, the AARP article discusses how large firms are already utilizing AI to streamline the filing process, which suggests that tech-savvy tax preparers will be highly valued. Additionally, the Thomson Reuters piece outlines new skills needed in the profession, indicating that embracing AI can enhance job security rather than threaten it. By adapting to these changes, aspiring tax preparers can build resilience in their careers.
Accounting and tax staff worry AI threatens jobs
www.accountingtoday.com • 3/19/2026
Finance, accounting and tax employees are feeling more threatened about their job prospects due to the rising use of artificial intelligence...
How will AI affect accounting jobs?
tax.thomsonreuters.com • 6/10/2025
The prospect of AI replacing accounting jobs may be a frightening one for tax professionals, but there are several reasons why that's...
Tax Preparers Are Using AI to Help You File Your Returns
www.aarp.org • 2/12/2025
Large tax preparation companies are already using artificial intelligence. Find out how generative AI could be impacting your tax filing.
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.
AI and job security: Will technology replace tax professionals?
tax.thomsonreuters.com • 9/19/2023
Concerns about job security in the age of AI are understandable, but AI presents an opportunity for tax professionals to harness improved...
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
$50,560
Jobs (2024)
90,600
Growth (2024-34)
+4.5%
Annual Openings
10,400
Education
High school diploma or equivalent
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Answer questions and provide future tax planning to clients.
2
Furnish taxpayers with sufficient information and advice to ensure correct tax form completion.
3
Interview clients to obtain additional information on taxable income and deductible expenses and allowances.
4
Explain federal and state tax laws to individuals and companies.
5
Consult tax law handbooks or bulletins to determine procedures for preparation of atypical returns.
6
Calculate form preparation fees according to return complexity and processing time required.
7
Prepare or assist in preparing simple to complex tax returns for individuals or small businesses.
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.
