Will AI replace Bookkeeping, Accounting, and Auditing Clerks?
The Stanford WORKBank study rates tasks, not whole jobs, so it cannot say whether any one job disappears. What it shows: AI experts rate 13 of the 14 studied Bookkeeping, Accounting, and Auditing Clerks tasks as do-able by AI today, and 8 of those are tasks workers also want automated.
of tasks in the Bookkeeping, Accounting, and Auditing Clerks role are ones AI can already do, per AI experts.
From a Stanford study where AI experts and bookkeeping, accounting, and auditing clerks workers rated each real task (O*NET). Not a guess from the job title.
Key statistics
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- AI can already do 93% of the 14 work tasks in the Bookkeeping, Accounting, and Auditing Clerks role, according to AI experts in the Stanford WORKBank study (O*NET SOC 43-3031.00).
- Workers in the Bookkeeping, Accounting, and Auditing Clerks role rate 64% of their tasks 3 or higher out of 5 for wanting them automated (Stanford WORKBank, 1,500 U.S. workers).
- 8 of 14 Bookkeeping, Accounting, and Auditing Clerks tasks are Automation Green Light, wanted by workers and do-able by AI, that is 57% of the role (Stanford WORKBank).
- The typical Bookkeeping, Accounting, and Auditing Clerks task scores 3.12/5 for worker desire to automate and 4.42/5 for AI capability today (Stanford WORKBank, 1-5 scale).
- The Bookkeeping, Accounting, and Auditing Clerks role (O*NET SOC 43-3031.00) has a median U.S. wage of $52,020 and about 1,455,770 people employed (U.S. O*NET / BLS).
Top tasks to automate
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- Calculate and prepare checks for utilities, taxes, and other payments.
- Prepare and process payroll information.
- Perform financial calculations, such as amounts due, interest charges, balances, discounts, equity, and principal.
- Code documents according to company procedures.
- Reconcile records of bank transactions.
- Calculate, prepare, and issue bills, invoices, account statements, and other financial statements according to established procedures.
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What workers told Stanford
Of the 14 tasks studied for Bookkeeping, Accounting, and Auditing Clerks, 8 (57%) are in the Automation Green Light zone, AI can largely do them and workers want it. Across all tasks, workers rate 64% of their tasks 3 or higher out of 5 for wanting them automated. The typical task scores 3.12/5 for worker desire and 4.42/5 for AI capability.
All 14 tasks, most-wanted first
Calculate and prepare checks for utilities, taxes, and other payments.
Green Lightwant 4 · AI 4.5Reconcile records of bank transactions.
Green Lightwant 3.75 · AI 4Prepare and process payroll information.
Green Lightwant 3.5 · AI 5Perform financial calculations, such as amounts due, interest charges, balances, discounts, equity, and principal.
Green Lightwant 3.4 · AI 5Check figures, postings, and documents for correct entry, mathematical accuracy, and proper codes.
Green Lightwant 3.3 · AI 4Code documents according to company procedures.
Green Lightwant 3 · AI 5Calculate, prepare, and issue bills, invoices, account statements, and other financial statements according to established procedures.
Green Lightwant 3 · AI 4.33Classify, record, and summarize numerical and financial data to compile and keep financial records, using journals and ledgers or computers.
Green Lightwant 3 · AI 4Operate 10-key calculators, typewriters, and copy machines to perform calculations and produce documents.
R&D Opportunitywant 3 · AI 2Match order forms with invoices, and record the necessary information.
Red Lightwant 2.86 · AI 5Reconcile or note and report discrepancies found in records.
Red Lightwant 2.8 · AI 5Debit, credit, and total accounts on computer spreadsheets and databases, using specialized accounting software.
Red Lightwant 2.75 · AI 5Operate computers programmed with accounting software to record, store, and analyze information.
Red Lightwant 2.7 · AI 4.5Access computerized financial information to answer general questions as well as those related to specific accounts.
Red Lightwant 2.63 · AI 4.5
Related occupations
Other Office and Administrative Support roles in the Stanford WORKBank study, closest AI-capability share first.
- Court, Municipal, and License ClerksAI can do 92% of tasks today · workers want 42% automated
- Customer Service RepresentativesAI can do 91% of tasks today · workers want 27% automated
- Payroll and Timekeeping ClerksAI can do 100% of tasks today · workers want 92% automated
- Eligibility Interviewers, Government ProgramsAI can do 100% of tasks today · workers want 50% automated
- Proofreaders and Copy MarkersAI can do 100% of tasks today · workers want 0% automated
- Data Entry KeyersAI can do 83% of tasks today · workers want 100% automated
Lower-automation alternatives
Less of these jobs is automatable today: AI experts rate a smaller share of their tasks as doable than the 93% for Bookkeeping, Accounting, and Auditing Clerks (Stanford WORKBank).
Bookkeeping, Accounting, and Auditing Clerks ranks #8 of 104 studied roles by the share of tasks AI experts rate as do-able today. See which roles top and bottom the list in the most automatable jobs in 2026.