AI JOB RISK SCANNER
O*NET-SOC 43-3071.00 / model V11 rated-task engine

Will AI replace
Tellers?

Receive and pay out money. Keep records of money and negotiable instruments involved in a financial institution's various transactions.

Estimated AI task exposure
68%

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

65/100

Physical moat

17/100

Human moat

24/100

Rating coverage

100%

28 task statements / 28 rated

Highest-weighted occupation tasks

Cash checks and pay out money after verifying that signatures are correct, that written and numerical amounts agree, and that accounts have sufficient funds.
Importance 94/100Relevance 100/100Frequency 92/100Weight 0.96
Receive checks and cash for deposit, verify amounts, and check accuracy of deposit slips.
Importance 95/100Relevance 100/100Frequency 91/100Weight 0.96
Enter customers' transactions into computers to record transactions and issue computer-generated receipts.
Importance 92/100Relevance 100/100Frequency 91/100Weight 0.95
Examine checks for endorsements and to verify other information, such as dates, bank names, identification of the persons receiving payments, and the legality of the documents.
Importance 92/100Relevance 98/100Frequency 91/100Weight 0.94
Balance currency, coin, and checks in cash drawers at ends of shifts and calculate daily transactions, using computers, calculators, or adding machines.
Importance 95/100Relevance 100/100Frequency 79/100Weight 0.93
Answer telephones and assist customers with their questions.
Importance 89/100Relevance 100/100Frequency 85/100Weight 0.92
Process transactions, such as term deposits, retirement savings plan contributions, automated teller transactions, night deposits, and mail deposits.
Importance 90/100Relevance 100/100Frequency 75/100Weight 0.90
Prepare and verify cashier's checks.
Importance 90/100Relevance 97/100Frequency 67/100Weight 0.87
Resolve problems or discrepancies concerning customers' accounts.
Importance 90/100Relevance 97/100Frequency 62/100Weight 0.86
Count currency, coins, and checks received, by hand or using currency-counting machine, to prepare them for deposit or shipment to branch banks or the Federal Reserve Bank.
Importance 92/100Relevance 87/100Frequency 73/100Weight 0.85

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

$43,030

BLS OEWS May 2025

National employment

329,480

BLS OEWS May 2025

Projected growth

-13.2%

BLS Employment Projections 2025–2035

Average annual openings

27

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

Electric Motor, Power Tool, and Related Repairers

5%

63 points lower exposure • 64% profile similarity

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

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

Millwrights

5%

63 points lower exposure • 66% profile similarity

Median wage: $65,700 Growth 2025–2035: +0.9% Annual openings: 3

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

Heating, Air Conditioning, and Refrigeration Mechanics and Installers

9%

59 points lower exposure • 67% profile similarity

Median wage: $61,010 Growth 2025–2035: +10.9% Annual openings: 41

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

Helpers--Extraction Workers

5%

63 points lower exposure • 63% profile similarity

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

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

Bicycle Repairers

5%

63 points lower exposure • 63% profile similarity

Median wage: $42,780 Growth 2025–2035: -5.7% Annual openings: 1

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

Hydroelectric Production Managers

10%

58 points lower exposure • 66% profile similarity

Median wage: $126,060 Growth 2025–2035: +2.6% Annual openings: 17

stronger human/judgment moat, more physical-world work

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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