Finance occupation

Will AI replace Tax Preparers?

See how this occupation’s day-to-day work compares with other jobs in exposure to AI and automation, why it received this result, and where human skills remain essential.

Tax Preparers

This job is near the higher end of our AI & automation comparison.

Exposure index: 99 / 100

This compares the type of work in this job with the work in hundreds of other jobs.

This is a comparison between jobs — not a 99% chance of job loss.

Why did this job get this result?

  • Entering W-2s, 1099s, receipts, and expense statements into tax software involves intensive digital data processing.
  • Calculating tax liabilities, deductions, and credits follows strict, highly detailed statutory tax codes.
  • Work takes place in retail tax offices or remote digital desks without physical machinery components.
  • Preparers must determine appropriate filing statuses, interpret ambiguous allowable deductions, and ensure audit compliance.
  • Interviewing clients to uncover life changes, explaining refund calculations, and reassuring stressed taxpayers demand clear communication.

How technology may change this work

Technology and human strengths

What AI & automation may affect

  • Direct tax software and online filing platforms can import tax forms, calculate standard deductions, and file returns automatically.
  • Tax preparation software can scan tax documents and receipts, organizing financial data directly into appropriate tax schedules.

Human strengths in this job

  • Advising taxpayers on strategic financial decisions that legally minimize future tax liabilities
  • Navigating complex, ambiguous tax situations involving multi-state income, small businesses, or estate events
  • Representing and assisting clients when defending tax positions before taxing authorities or during audits
  • Providing empathetic reassurance to anxious clients during stressful financial evaluations

How this result breaks down

These are model components, not percentages of the job or of how necessary people are.

AI & digital work77

How much the job involves information, data, writing, analysis or other digital work that AI and software may help with.

Repeatable work60

How much of the work follows regular, predictable or repeated steps.

Physical automation55

How much of the physical work may be suitable for machines or robotics.

Human skills matter46

How much the job depends on judgment, creativity, communication and adapting to real situations.

How is the index calculated?

The Exposure Index is a percentile comparing this job's digital, routine, and physical tasks against all 897 occupations in the Model 2.1 dataset. A score of 99 means higher modeled exposure than approximately 99% of comparable jobs.

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How does your work compare?

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What people in this job commonly do

  • Compute taxes owed or overpaid, using adding machines or personal computers, and complete entries on forms, following tax form instructions and tax tables.
  • Use all appropriate adjustments, deductions, and credits to keep clients' taxes to a minimum.
  • Furnish taxpayers with sufficient information and advice to ensure correct tax form completion.
  • Interview clients to obtain additional information on taxable income and deductible expenses and allowances.
  • Prepare or assist in preparing simple to complex tax returns for individuals or small businesses.
  • Review financial records, such as income statements and documentation of expenditures to determine forms needed to prepare tax returns.

How we compare jobs

We look at what people do in hundreds of occupations — including digital work, repeatable activities, physical automation and human skills — then compare the job with other occupations.

View full methodology →

What this tool cannot predict

It cannot predict individual job loss, exact technology adoption timing or decisions by an individual employer.

Occupation and data details

O*NET-SOC: 13-2082.00
Career category: Finance
Typical education: High school diploma or equivalent

Data source: O*NET, U.S. Department of Labor.

This product includes information from the O*NET 31.0 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), used under the CC BY 4.0 license. Toolsyte has modified and scored some information; USDOL/ETA has not approved, endorsed, or tested these modifications. O*NET® is a trademark of USDOL/ETA.