Will AI replace accountants and auditors?

Some tasks are already handled by AI or machines; the rest still needs a person. About 2h 42m of an 8-hour shift goes to tasks that AI or robots largely take over. The breakdown: 2h 36m that AI mostly does alone, 6m that robots have done in real workplaces. The other 5h 18m (66%) stays with people. Separately, BLS expects about 5% more of these jobs by 2035 (all jobs: +3.5%).

Time card for accountants and auditors showing a typical 8-hour shift: 5h 18m done by people, 2h 36m by AI, 6m by robots.
Each mark is 5 minutes of a typical shift for accountants and auditors, colored by who does that task today. Estimates from O*NET tasks and Anthropic Economic Index data. How it's made

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Examine, analyze, and interpret accounting records to prepare financial statements, give advice, or audit and evaluate statements prepared by others. Install or advise on systems of recording costs or other financial and budgetary data.

Time card

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MineTask, by time spentHumanWith AIAIRobot
Prepare, examine, or analyze accounting records, financial statements, or other financial reports to assess accuracy, completeness, and conformance to reporting and procedural standards.1h 9m a shift · Observed in AI useTypical AI request: about 7h 4m alone, 32m with AI
Review accounts for discrepancies and reconcile differences.46m a shift · No AI or robot evidence found
Prepare, analyze, or verify annual reports, financial statements, and other records, using accepted accounting and statistical procedures to assess financial condition and facilitate financial planning.35m a shift · No AI or robot evidence found
Prepare adjusting journal entries.29m a shift · No AI or robot evidence found
Compute taxes owed and prepare tax returns, ensuring compliance with payment, reporting, or other tax requirements.29m a shift · No AI or robot evidence found
Develop, maintain, or analyze budgets, preparing periodic reports that compare budgeted costs to actual costs.29m a shift · No AI or robot evidence found
Analyze business operations, trends, costs, revenues, financial commitments, and obligations to project future revenues and expenses or to provide advice.23m a shift · Observed in AI useTypical AI request: about 11h 34m alone, 58m with AI
Prepare detailed reports on audit findings.17m a shift · Observed in AI useTypical AI request: about 15h 22m alone, 38m with AI
Collect and analyze data to detect deficient controls, duplicated effort, extravagance, fraud, or non-compliance with laws, regulations, and management policies.17m a shift · Observed in AI use
Confer with company officials about financial and regulatory matters.17m a shift · No AI or robot evidence found
Report to management regarding the finances of establishment.17m a shift · No AI or robot evidence found
Report to management about asset utilization and audit results, and recommend changes in operations and financial activities.12m a shift · No AI or robot evidence found
Inspect account books and accounting systems for efficiency, effectiveness, and use of accepted accounting procedures to record transactions.12m a shift · No AI or robot evidence found
Examine and evaluate financial and information systems, recommending controls to ensure system reliability and data integrity.12m a shift · No AI or robot evidence found
Examine records and interview workers to ensure recording of transactions and compliance with laws and regulations.12m a shift · Observed in AI use
Develop, implement, modify, and document recordkeeping and accounting systems, making use of current computer technology.12m a shift · Observed in AI useTypical AI request: about 8h 7m alone, 46m with AI
Direct activities of personnel engaged in filing, recording, compiling, and transmitting financial records.12m a shift · No AI or robot evidence found
Process invoices for payment.12m a shift · No AI or robot evidence found
Review data about material assets, net worth, liabilities, capital stock, surplus, income, or expenditures.12m a shift · No AI or robot evidence found
Supervise auditing of establishments, and determine scope of investigation required.6m a shift · No AI or robot evidence found
Inspect cash on hand, notes receivable and payable, negotiable securities, and canceled checks to confirm records are accurate.6m a shift · No AI or robot evidence found
Establish tables of accounts and assign entries to proper accounts.6m a shift · Observed in AI useTypical AI request: about 3h 35m alone, 23m with AI
Examine inventory to verify journal and ledger entries.6m a shift · Robots deployed · e.g. Verity autonomous inventory drones
Evaluate taxpayer finances to determine tax liability, using knowledge of interest and discount rates, annuities, valuation of stocks and bonds, and amortization valuation of depletable assets.6m a shift · No AI or robot evidence found
Examine whether the organization's objectives are reflected in its management activities, and whether employees understand the objectives.6m a shift · No AI or robot evidence found
Audit payroll and personnel records to determine unemployment insurance premiums, workers' compensation coverage, liabilities, and compliance with tax laws.6m a shift · No AI or robot evidence found
Review taxpayer accounts, and conduct audits on-site, by correspondence, or by summoning taxpayer to office.6m a shift · No AI or robot evidence found
Advise clients in areas such as compensation, employee health care benefits, the design of accounting or data processing systems, or long-range tax or estate plans.6m a shift · No AI or robot evidence found
Conduct pre-implementation audits to determine if systems and programs under development will work as planned.6m a shift · No AI or robot evidence found

On the floor

  1. Pulled backDeloitte
    Deloitte refunds part of a government fee over AI-made report errors

    Deloitte refunded over A$97,000 of a roughly A$440,000 contract with Australia's Department of Employment and Workplace Relations. The report contained a fabricated court quote and references to nonexistent research.

    CFO Dive

  2. Rolling outKPMG
    KPMG builds AI agents into its global audit platform

    KPMG is adding AI agents to its global audit platform for more than 95,000 auditors. The agents target routine tasks such as expense reviews and searching for unrecorded liabilities.

    Bloomberg Tax

  3. ForecastDatarails
    57% of CFOs expect smaller finance teams by 2026 due to AI

    A Datarails survey of 270 U.S. CFOs found 57% expect smaller finance departments in 2026. 70% plan to invest in AI for the CFO's office in 2025.

    CFO Dive

Ask the clock

Will AI replace accountants and auditors?

Some tasks are already handled by AI or machines; the rest still needs a person. About 2h 42m of an 8-hour shift goes to tasks that AI or robots largely take over. The breakdown: 2h 36m that AI mostly does alone, 6m that robots have done in real workplaces. The other 5h 18m (66%) stays with people. Separately, BLS expects about 5% more of these jobs by 2035 (all jobs: +3.5%).

What parts of the job can AI already do?

AI shows up regularly in 7 of 29 tasks, about 2h 36m of a typical shift. The biggest ones:

  • Prepare, examine, or analyze accounting records, financial statements, or other financial reports to assess accuracy, completeness, and conformance to reporting and procedural standards. (1h 9m a shift, AI mostly does it alone)
  • Analyze business operations, trends, costs, revenues, financial commitments, and obligations to project future revenues and expenses or to provide advice. (23m a shift, AI mostly does it alone)
  • Prepare detailed reports on audit findings. (17m a shift, AI mostly does it alone)
  • Collect and analyze data to detect deficient controls, duplicated effort, extravagance, fraud, or non-compliance with laws, regulations, and management policies. (17m a shift, AI mostly does it alone)
  • Examine records and interview workers to ensure recording of transactions and compliance with laws and regulations. (12m a shift, AI mostly does it alone)
Where do robots fit in?

For some tasks, yes. Robots have done 1 of this job's tasks in workplaces like this one, about 6m of a typical shift.

  • Examine inventory to verify journal and ledger entries. (6m a shift; e.g. Verity autonomous inventory drones, in use)
What parts of the job are still done by people?

5h 18m of a typical shift, or 66%, goes to tasks with no AI or robot evidence yet. No AI usage or robot deployment has shown up for these so far. The biggest:

  • Review accounts for discrepancies and reconcile differences. (46m a shift)
  • Prepare, analyze, or verify annual reports, financial statements, and other records, using accepted accounting and statistical procedures to assess financial condition and facilitate financial planning. (35m a shift)
  • Prepare adjusting journal entries. (29m a shift)
  • Compute taxes owed and prepare tax returns, ensuring compliance with payment, reporting, or other tax requirements. (29m a shift)
  • Develop, maintain, or analyze budgets, preparing periodic reports that compare budgeted costs to actual costs. (29m a shift)
What are companies actually doing?

We track 3 sourced company moves that affect this job, including at least one pullback. Most recent:

  • Oct 21, 2025: Deloitte refunds part of a government fee over AI-made report errors (Pulled back)
  • Apr 23, 2025: KPMG builds AI agents into its global audit platform (Rolling out)
  • Nov 19, 2024: 57% of CFOs expect smaller finance teams by 2026 due to AI (Forecast)
How much time does AI save on this job's tasks?

For the 5 tasks in this job where AI shows up and timing data exists, a typical request takes about 8h 7m for a person alone and about 38m with AI. These are Claude's own estimates from real conversations in April and May 2026 (Anthropic Economic Index). They describe single requests, not whole workdays, and time saved on a task doesn't mean jobs are cut. The biggest gaps:

  • Prepare detailed reports on audit findings (about 15h 22m alone, 38m with AI)
  • Analyze business operations, trends, costs, revenues, financial commitments, and obligations to project future revenues and expenses or to provide advice (about 11h 34m alone, 58m with AI)
  • Develop, implement, modify, and document recordkeeping and accounting systems, making use of current computer technology (about 8h 7m alone, 46m with AI)
Are employers still hiring for this job?

On Indeed, job postings in the Accounting sector are at 105% of their February 2020 level (all U.S. postings: 104%), down 5.9% from a year earlier, as of Oct 9, 2026. BLS separately expects about 115,000 openings a year in this job through 2035. Across all U.S. postings, 7.3% now mention AI skills. Sector postings cover more than this one job and move for many reasons besides AI.

How much do accountants and auditors make?

The median pay is about $83,680 a year ($40.23 an hour), 64% above the median for all U.S. jobs ($50,980). Most people in this job earn between $56,020 and $144,090 a year; that range covers the middle 80%. Pay figures are from BLS, May 2025, and vary a lot by state and employer. Pick a state to compare:

Is this job growing or shrinking?

BLS projects growth of 5% from 2025 to 2035, compared with 3.5% growth for all jobs. That's about 1.7 million jobs in 2035. It expects about 115,000 openings a year, mostly from people retiring or changing careers. These projections don't single out AI as a cause.

How many people do this job?

About 1.4 million people in the U.S., roughly 0.93% of all workers (BLS, May 2025). That makes it the 20th largest of the 796 jobs on this site. BLS expects about 1.7 million in 2035.

What do you need to become one?

O*NET rates the job at level 4 of 5 for preparation, which usually means: bachelor's degree. Requirements vary by state and employer, especially for licensed work.

What should I learn to stay ahead?

These come from the job's official skill ratings and from the tasks that AI and robots touch least today. Building them keeps you strong in the parts of the work that still need a person:

  • Skills that matter more here than in most jobs: Mathematics, Reading Comprehension, Judgment and Decision Making, Critical Thinking
  • Get strong at the parts of the job that stay with people (listed above), which take 5h 18m of a typical shift
  • Tools employers list: SAP software, Microsoft PowerPoint, Microsoft Outlook, Microsoft Office software, Microsoft Excel
  • Learn to use AI well on the tasks where it already shows up in this job (listed above)
What similar jobs could I move into?

These use similar skills, with less of a typical shift touched by AI or robots. Matches come from 109 official ratings of skills, knowledge and work activities, and each needs the same or less preparation unless the official list relates the jobs directly:

  • Treasurers and Controllers (2h 11m touched, $167k median pay)
  • Financial Examiners (24m touched, $94k median pay)
  • Loan Officers (1h 43m touched, $77k median pay)
  • Budget Analysts (54m touched, $92k median pay)
  • Tax Preparers (1h 28m touched, $55k median pay)
How solid are these numbers?

Each task carries its own evidence label. For this job: 7 observed in real AI use, 1 with robots in real deployments, 21 with no AI or robot evidence found. The minutes per task are estimates, not measured hours, and "no evidence" doesn't prove a task is safe.

Tools in demand

  • SAP software
  • Microsoft PowerPoint
  • Microsoft Outlook
  • Microsoft Office software
  • Microsoft Excel
  • Intuit QuickBooks
  • Adobe Acrobat
  • Alteryx software

Also called

Account Auditor, Accountant, Accounting Associate, Accounting Auditor, Accounting Consultant, Accounting Methods Analyst, Accounting Officer, Accounting Systems Analyst, Asset Analyst, Audit Associate, Audit Partner, Auditor, Auditor-In-Charge, Bank Accountant