Tax Preparer

Most exposed tasks

Highest structured exposure values in this role’s task mix — the work AI systems can already do most of.

• Enter client data into tax software90
• Compute taxes owed or overpaid, using adding machines or personal computers, and complete entries on forms, following tax form instructions and tax tables.85
• Apply tax rules to returns80

Augmentable tasks

Work where AI assists rather than replaces — the productivity frontier of this role.

• Prepare or assist in preparing simple to complex tax returns for individuals or small businesses.60
• Consult tax law handbooks or bulletins to determine procedures for preparation of atypical returns.55
• Calculate form preparation fees according to return complexity and processing time required.55

Most durable tasks

Lowest exposure — typically judgment, relationships, physical presence, or accountability. This is the human moat.

• Interview clients to obtain additional information on taxable income and deductible expenses and allowances.35

Task exposure values and classifications are published, versioned estimates audited against the anchored rubric. This page reads them from the data release rather than generating them at request time. Bars show exposure contribution relative to this role’s task mix.

What this means

A score of 63 puts Tax Preparer in the most-exposed quarter of analyzed occupations. In practice, exposure this high is about the mix: 8 of 16 analyzed tasks lean automatable, 7 augmentable, and 1 durable. The useful question isn’t “will AI take this job” — it’s which tasks go first, which get faster, and where to reposition time. That’s what the personalized report maps against your actual week.

Lower-exposure adjacent roles

Shown only when the target is at least 10 points lower under the same score version and skill overlap is at least 50%. These are adjacent roles with lower task exposure — not guaranteed “safe careers”.

Labor-market context

• $49,010median wage
• +2.0%projected growth

Context only — labor statistics are not inputs to the exposure score. See methodology.

Related roles

Adjacent by skills or family — no exposure claim implied.

• Tax Examiners and Collectors, and Revenue Agents 54
• Accountants and Auditors 47
• Personal Financial Advisors 44
• Bookkeeping, Accounting, and Auditing Clerks 67
• Credit Counselors 54
• Bookkeeper 63

How this score was calculated

FAQ — Tax Preparer

Will AI replace Tax Preparer?

This score cannot predict whether this occupation or any individual job will be replaced. It shows which tasks current and near-term AI can perform or accelerate, which tasks remain more durable, and where a worker can adapt. Employer decisions, demand, regulation, and how the role changes are outside the score.

What does a score of 63 mean for a Tax Preparer?

It means that, weighted across the 16 tasks we analyzed for this role, the task mix sits at 63 on a 0–100 exposure scale — in the most-exposed quarter of analyzed occupations. It measures task exposure to current and near-term AI capabilities, not the probability of losing a job.

Which tasks in this role are most exposed to AI?

The highest-exposure tasks are: Enter client data into tax software; Compute taxes owed or overpaid, using adding machines or personal computers, and complete entries on forms, following tax form instructions and tax tables; Apply tax rules to returns. Exposure comes from the published, rubric-scored data release rather than being generated when you open this page.

Which parts of this job are most durable?

The most durable responsibilities are: Interview clients to obtain additional information on taxable income and deductible expenses and allowances. Durable tasks typically depend on judgment, relationships, physical presence, or accountability.

Is this score personalized to me?

No — this page shows the occupation-level baseline. Two people with the same title often do different work. The $9 personalized report recalculates the score from the tasks you actually do and builds a concrete 7/30/90-day plan around them.