As of June 2026, Bookkeeper has an AI-exposure score of 76/100 (Very High exposure) on the AI-Safe Careers index, blending O*NET tasks, the Anthropic Economic Index, the Penn/OpenAI study, and BLS data. This is an estimate of task exposure, not a prediction of job loss.

AI Exposure Score for

Bookkeeper

76/100
Very High exposure
LowModerateElevatedHighVery High

More exposed than 96% of the roles we track. Median pay ~US$47,000.

Pay & demand figures are US medians (BLS, in USD) — your local figures will differ. Your exposure score applies broadly.

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How this role compares to similar Finance roles

Bookkeeper (this role)
76
Tax Preparer
76
Billing Specialist
76
Bank Teller
76
Bookkeeping Clerk
77
Payroll Clerk
77
See all roles by exposure →
Data sources, not endorsements: O*NET task data, BLS employment/pay/demand, and Anthropic Economic Index signals.Methodology Data sources
Role snapshot

What this role usually involves

O*NET 29.1 title match

Compute, classify, and record numerical data to keep financial records complete. Perform any combination of routine calculating, posting, and verifying duties to obtain primary financial data for use in maintaining accounting records. May also check the accuracy of figures, calculations, and postings pertaining to business transactions recorded by other workers.

Common titles
Account ClerkAccounting AssistantAccounting ClerkAccounts Payables ClerkAccounting AssociateAccounting Specialist
Typical preparation
Medium Preparation Needed: Most occupations in this zone require training in vocational schools, related on-the-job experience, or an associate's degree. Previous work-related skill, knowledge, or experience is required for these occupations. For example, an electrician must have completed three or four years of apprenticeship or several years of vocational training,...
Skills and knowledge
Accounting softwareReconciliationCustomer and Personal ServiceAdministrativeMathematicsEnglish Language
Tools and technology
Intuit QuickBooksMicrosoft ExcelMicrosoft Office softwareMicrosoft OutlookMicrosoft WordAdobe Acrobat
Work context
Email useIndoor controlled settingTelephoneRepeating tasksFace-to-face discussions

Source: O*NET 29.1 title match - Bookkeeping, Accounting, and Auditing Clerks, SOC 43-3031.00. Context describes the role; the AI-exposure score remains a separate task-exposure estimate.

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Bookkeeper tasks, by AI exposure

Automatable
  • Operate computers programmed with accounting software to record, store, and analyze information.
  • Operate 10-key calculators, typewriters, and copy machines to perform calculations and produce documents.
  • Classify, record, and summarize numerical and financial data to compile and keep financial records, using journals and ledgers or computers.
16 more automatable tasks locked in the report.
Augmentable
  • Flag anomalies for review
Action steps for this augmentable task locked in the report.
Durable

No durable tasks identified for this role — its real, individually-assessed tasks consistently read as automatable (95%).

We analyzed all 20 Bookkeeper tasks — 19 automatable and 1 augmentable. The full task map — every task with exactly what to do about each — is in your Career Report.

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Every task scored with what to automate, augment, or protect.

Safer role shortlist

5-10 adjacent roles with salary, demand, and reachability.

30/60/90 plan + PDF

A keepable roadmap plus resume and LinkedIn repositioning.

Grounded in O*NET + the Anthropic Economic Index + BLS — not generic ChatGPT advice.

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Safer adjacent roles

Accountant
82% skills overlap · High exposure · ~US$79,880
65
7 more safer roles with salary, demand & a reachability map — in your Career Report.
AI-augmentation kit (prompt preview) You are my AI copilot for "Operate computers programmed with accounting software to record, store, and analyze information.". I'll paste the inputs; draft the first version and flag exactly what needs my judgment, then iterate until…
The full, copy-paste-ready prompt — one per exposed task — is in your Career Report.

Your AI-Safe Career Report

Every task scored with what to do about it · 5–10 safer roles with salary, demand & reachability · skill-gap map · a 30/60/90-day roadmap · plus a résumé & LinkedIn rewrite · PDF.
Grounded in O*NET + the Anthropic Economic Index + BLS — personalized to your role.

AI was the most-cited reason for U.S. layoffs through mid-2026 — the workers who adapt earliest fare best. — Challenger, Gray & Christmas, 2026The upside: Workers with AI skills earn a roughly 62% wage premium — adapting pays. — PwC Global AI Jobs Barometer, 2026

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Important: This is an estimate of AI exposure, not a prediction that your job will disappear. It is designed to help you understand how your role may change and improve your career resilience.

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