Changing fast

Last Update: 2/17/2026

Your role’s AI Resilience Score is

29.5%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
High

What does this resilience result mean?

These roles are undergoing rapid transformation. Entry-level tasks may be automated, and career paths may look different in the near future.

AI Resilience Report for

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.

This role is changing fast

The career of tax preparers is labeled as "Changing fast" because many of the routine tasks, like calculating taxes and filling out forms, are being automated by AI tools such as TurboTax. These tools can quickly handle the math-heavy parts of tax preparation, which lowers the need for human involvement in those areas.

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This role is changing fast

The career of tax preparers is labeled as "Changing fast" because many of the routine tasks, like calculating taxes and filling out forms, are being automated by AI tools such as TurboTax. These tools can quickly handle the math-heavy parts of tax preparation, which lowers the need for human involvement in those areas.

Read full analysis

Contributing Sources

We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.

AI Resilience

AI Resilience Model v1.0

AI Task Resilience

Learn about this score
Changing fast iconChanging fast

16.0%

16.0%

Microsoft's Working with AI

AI Applicability

Learn about this score
Changing fast iconChanging fast

12.1%

12.1%

Anthropic's Economic Index

Changing fast iconChanging fast

27.2%

27.2%

Will Robots Take My Job

Automation Resilience

Learn about this score
Changing fast iconChanging fast

9.5%

9.5%

Medium Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

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Growth Rate (2024-34):

4.5%

Growth Percentile:

68.7%

Annual Openings:

10,400

Annual Openings Pct:

54.4%

Analysis of Current AI Resilience

Tax Preparers

Updated Quarterly • Last Update: 2/17/2026

Analysis
Suggested Actions
State of Automation

What's changing and what's not

In tax preparation many of the math-heavy tasks are already done by computers. Software programs today automatically compute taxes, apply the right adjustments, fill forms, and flag arithmetic errors – tasks that tax preparers once did by hand [1] [2]. For example, TurboTax, H&R Block and other services use AI-powered helpers to auto-fill entries and look for credits.

Even the IRS has rolled out chatbots and automated voicebots to answer simple taxpayer questions [2]. These tools can speed up data entry and error-checking.

However, current AI tools are not perfect. Recent tests showed chatbots sometimes give wrong tax advice or miss details [2], so experts stress that humans should still review forms. In practice, computers handle the routine number-crunching and form-filling, while human preparers focus on the personal parts – interviewing clients for unusual expenses and explaining tax law changes.

Explaining rules and planning strategies needs judgment and trust, skills that AI doesn’t do well yet [1] [2].

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AI Adoption

AI in the real world

Tax firms are experimenting with AI, but businesses adopt it as soon as it clearly saves time or money. On the plus side, many people are open to AI help: one survey found 43% of Americans would trust an AI with their taxes more than a human CPA [3]. Startups claim AI can speed up coding tax rules by 10× [2], which could lower costs in the long run.

Also, using AI to catch errors or spot deductions may improve accuracy.

On the other hand, the tax field has hurdles. Building reliable AI systems is expensive and must keep up with complex, ever-changing laws [2] [2]. Tax preparers earn a modest wage (about \$51K per year on average [4]), so small firms might find new software costs hard to justify.

Many clients still prefer talking to a person about money and trust a human’s advice [2] [3]. In summary, AI tools are growing in tax work (especially for calculations and checks), but human skills – like listening to what a client really needs and explaining tricky rules – remain valuable. As AI improves, it will help speed up paperwork and spot mistakes, while people keep doing the personal, judgment-based parts of preparing taxes [2] [3].

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More Career Info

Career: Tax Preparers

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

70% ResilienceCore Task

Answer questions and provide future tax planning to clients.

2

65% ResilienceCore Task

Explain federal and state tax laws to individuals and companies.

3

60% ResilienceCore Task

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

4

50% ResilienceCore Task

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

5

45% ResilienceCore Task

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

6

40% ResilienceCore Task

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

7

35% ResilienceCore Task

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

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