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Tax Preparers

Tax Preparers score 63 out of 100, which is high exposure to AI. That ranks #82 of 923 US occupations, where #1 is the most exposed. Of the 12 tasks in this job, AI could speed up 3 on its own and 9 more with extra software built on top of it. In April–May 2026, 7 of these tasks showed up in real conversations with Claude, Anthropic's AI assistant.

63/ 100
High
Rank
#82of 923 jobs
US workers
76,480BLS, May 2025
Median pay
$54,920a year
In real AI use
7 of 12tasks, April–May 2026

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

  • AI can speed this up on its own: 3 (25%)
  • AI can speed this up with extra software: 9 (75%)
  • Little or no AI speed-up: 0 (0%)
  • Compute taxes owed or overpaid, using adding machines or personal computers, and complete entries on forms, following tax form instructions and tax tables.AI can speed this up on its own · core task · Seen in real AI use
  • Check data input or verify totals on forms prepared by others to detect errors in arithmetic, data entry, or procedures.AI can speed this up on its own · core task · Seen in real AI use
  • Calculate form preparation fees according to return complexity and processing time required.AI can speed this up on its own · core task
  • Use all appropriate adjustments, deductions, and credits to keep clients' taxes to a minimum.AI can speed this up with extra software · core task
  • Interview clients to obtain additional information on taxable income and deductible expenses and allowances.AI can speed this up with extra software · core task
  • Review financial records, such as income statements and documentation of expenditures to determine forms needed to prepare tax returns.AI can speed this up with extra software · core task · Seen in real AI use
  • Prepare or assist in preparing simple to complex tax returns for individuals or small businesses.AI can speed this up with extra software · core task
  • Furnish taxpayers with sufficient information and advice to ensure correct tax form completion.AI can speed this up with extra software · core task · Seen in real AI use
  • Consult tax law handbooks or bulletins to determine procedures for preparation of atypical returns.AI can speed this up with extra software · core task
  • Explain federal and state tax laws to individuals and companies.AI can speed this up with extra software · core task · Seen in real AI use
  • Answer questions and provide future tax planning to clients.AI can speed this up with extra software · core task · Seen in real AI use
  • Schedule appointments with clients.AI can speed this up with extra software · core task · Seen in real AI use

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.

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