AI JOB RISK SCANNER
O*NET-SOC 43-9021.00 / model V11 rated-task engine

Will AI replace
Data Entry Keyers?

Operate data entry device, such as keyboard or photo composing perforator. Duties may include verifying data and preparing materials for printing.

Estimated AI task exposure
84%

Very High exposure

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

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

Digital/info work

80/100

Physical moat

21/100

Human moat

15/100

Rating coverage

100%

9 task statements / 9 rated

Highest-weighted occupation tasks

Locate and correct data entry errors, or report them to supervisors.
Importance 96/100Relevance 94/100Frequency 78/100Weight 0.91
Compare data with source documents, or re-enter data in verification format to detect errors.
Importance 88/100Relevance 87/100Frequency 83/100Weight 0.86
Compile, sort, and verify the accuracy of data before it is entered.
Importance 93/100Relevance 81/100Frequency 80/100Weight 0.85
Store completed documents in appropriate locations.
Importance 85/100Relevance 87/100Frequency 80/100Weight 0.84
Select materials needed to complete work assignments.
Importance 84/100Relevance 82/100Frequency 77/100Weight 0.82
Read source documents such as canceled checks, sales reports, or bills, and enter data in specific data fields or onto tapes or disks for subsequent entry, using keyboards or scanners.
Importance 88/100Relevance 67/100Frequency 83/100Weight 0.79
Maintain logs of activities and completed work.
Importance 80/100Relevance 66/100Frequency 78/100Weight 0.74
Load machines with required input or output media, such as paper, cards, disks, tape, or Braille media.
Importance 63/100Relevance 66/100Frequency 53/100Weight 0.61
Resolve garbled or indecipherable messages, using cryptographic procedures and equipment.
Importance 60/100Relevance 50/100Frequency 50/100Weight 0.53

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

$41,340

BLS OEWS May 2025

National employment

127,080

BLS OEWS May 2025

Projected growth

-25.5%

BLS Employment Projections 2025–2035

Average annual openings

8

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%

79 points lower exposure • 57% 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%

79 points lower exposure • 58% profile similarity

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

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

Electric Motor, Power Tool, and Related Repairers

5%

79 points lower exposure • 56% 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%

78 points lower exposure • 59% 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%

79 points lower exposure • 58% profile similarity

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

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

Wind Turbine Service Technicians

5%

79 points lower exposure • 57% profile similarity

Median wage: $64,120 Growth 2025–2035: +29.5% Annual openings: 2

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
I am your guide.
Knowledge is your strongest upgrade.