AI JOB RISK SCANNER
O*NET-SOC 43-3031.00 / model V11 rated-task engine

Will AI replace
Bookkeeping, Accounting, and Auditing Clerks?

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.

Estimated AI task exposure
90%

Very High exposure

V11 weights occupation tasks using O*NET Importance, Relevance and Frequency ratings instead of treating every task equally.

28 tasks have usable Task Rating records; weighted-task coverage is 100%.

Digital/info work

78/100

Physical moat

5/100

Human moat

14/100

Rating coverage

100%

28 task statements / 28 rated

Highest-weighted occupation tasks

Operate computers programmed with accounting software to record, store, and analyze information.
Importance 94/100Relevance 96/100Frequency 85/100Weight 0.93
Operate 10-key calculators, typewriters, and copy machines to perform calculations and produce documents.
Importance 87/100Relevance 94/100Frequency 86/100Weight 0.89
Check figures, postings, and documents for correct entry, mathematical accuracy, and proper codes.
Importance 92/100Relevance 95/100Frequency 76/100Weight 0.89
Perform general office duties, such as filing, answering telephones, and handling routine correspondence.
Importance 81/100Relevance 92/100Frequency 81/100Weight 0.85
Comply with federal, state, and company policies, procedures, and regulations.
Importance 89/100Relevance 80/100Frequency 70/100Weight 0.81
Receive, record, and bank cash, checks, and vouchers.
Importance 86/100Relevance 74/100Frequency 64/100Weight 0.76
Reconcile or note and report discrepancies found in records.
Importance 82/100Relevance 81/100Frequency 56/100Weight 0.75
Code documents according to company procedures.
Importance 83/100Relevance 68/100Frequency 71/100Weight 0.74
Debit, credit, and total accounts on computer spreadsheets and databases, using specialized accounting software.
Importance 79/100Relevance 76/100Frequency 60/100Weight 0.73
Access computerized financial information to answer general questions as well as those related to specific accounts.
Importance 80/100Relevance 72/100Frequency 64/100Weight 0.73

Task weighting

Each rated task receives a composite weight: 38% relevance, 37% importance and 25% frequency. Core tasks receive a small additional multiplier. Low-precision rows flagged by O*NET for suppression are excluded.

Occupation scoring

When rating coverage is strong, rated tasks contribute 60% of the digital, physical and human task signals and Work Activities contribute 40%. Lower-coverage occupations automatically rely more on Work Activities.

U.S. labor market

BLS Wage & Employment Outlook

Median annual wage

$50,670

BLS OEWS May 2025

National employment

1,373,680

BLS OEWS May 2025

Projected growth

-5.6%

BLS Employment Projections 2025–2035

Average annual openings

144

BLS Employment Projections 2025–2035

BLS labor-market figures are separate from the site's AI-exposure model. Missing values mean a compatible detailed BLS occupation estimate was not published or could not be mapped.

Career pivot radar

Safer Career Alternatives

These options are selected from the same 923-occupation model. They favor a similar task/work profile with meaningfully lower estimated AI exposure. They are suggestions for exploration, not guarantees of job fit.

SAFER ALTERNATIVE

Helpers--Extraction Workers

5%

85 points lower exposure • 53% profile similarity

Median wage: $47,730 Growth 2025–2035: +1.7% Annual openings: 1

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Mobile Heavy Equipment Mechanics, Except Engines

5%

85 points lower exposure • 54% profile similarity

Median wage: $65,510 Growth 2025–2035: +6.7% Annual openings: 15

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Electrical and Electronics Installers and Repairers, Transportation Equipment

5%

85 points lower exposure • 55% profile similarity

Median wage: $84,890 Growth 2025–2035: +5.4% Annual openings: 0

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Electric Motor, Power Tool, and Related Repairers

5%

85 points lower exposure • 52% profile similarity

Median wage: $56,210 Growth 2025–2035: +4.4% Annual openings: 1

stronger human/judgment moat, more physical-world work
SAFER ALTERNATIVE

Tank Car, Truck, and Ship Loaders

6%

84 points lower exposure • 55% profile similarity

Median wage: $58,870 Growth 2025–2035: +2.8% Annual openings: 1

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Home Appliance Repairers

5%

85 points lower exposure • 55% profile similarity

Median wage: $50,990 Growth 2025–2035: +1.9% Annual openings: 3

more physical-world work, less digital task exposure

Personalized career defense protocol

AI-Proofing Plan

AUTOMATE

  • routine information gathering
  • first-pass document drafting
  • standard reporting and summarization
  • repeatable administrative workflows

AUGMENT

  • research and analysis
  • quality checking AI-generated work
  • decision preparation
  • scenario generation

PROTECT

  • domain expertise
  • exception handling
  • accountability for outcomes

LEARN

  • AI-assisted research
  • workflow automation
  • data literacy
  • prompt and workflow design
  • AI output verification

AI-PROOFING RESOURCES

What this score does not mean

The percentage is a comparative task-exposure index. It is not the probability that this occupation disappears, that a worker is laid off, or that AI can perform the entire job.

New in V11

Find a Safer Career Path

High exposure does not mean starting over. V11 compares your occupation with the other 922 O*NET occupations and surfaces lower-exposure options with similar work profiles.

EXPLORE CAREER ALTERNATIVES
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