AI JOB RISK SCANNER
O*NET-SOC 51-5111.00 / model V11 rated-task engine

Will AI replace
Prepress Technicians and Workers?

Format and proof text and images submitted by designers and clients into finished pages that can be printed. Includes digital and photo typesetting. May produce printing plates.

Estimated AI task exposure
35%

Low-Moderate exposure

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

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

Digital/info work

36/100

Physical moat

35/100

Human moat

14/100

Rating coverage

100%

15 task statements / 15 rated

Highest-weighted occupation tasks

Generate prepress proofs in digital or other format to approximate the appearance of the final printed piece.
Importance 92/100Relevance 95/100Frequency 84/100Weight 0.91
Proofread and perform quality control of text and images.
Importance 91/100Relevance 94/100Frequency 83/100Weight 0.90
Enter, store, and retrieve information on computer-aided equipment.
Importance 86/100Relevance 94/100Frequency 84/100Weight 0.89
Enter, position, and alter text size, using computers, to make up and arrange pages so that printed materials can be produced.
Importance 90/100Relevance 91/100Frequency 81/100Weight 0.88
Perform "preflight" check of required font, graphic, text and image files to ensure completeness prior to delivery to printer.
Importance 88/100Relevance 86/100Frequency 78/100Weight 0.85
Operate and maintain laser plate-making equipment that converts electronic data to plates without the use of film.
Importance 86/100Relevance 71/100Frequency 66/100Weight 0.76
Maintain, adjust, and clean equipment, and perform minor repairs.
Importance 75/100Relevance 73/100Frequency 52/100Weight 0.69
Examine photographic images for obvious imperfections prior to plate making.
Importance 76/100Relevance 55/100Frequency 71/100Weight 0.67
Select proper types of plates according to press run lengths.
Importance 84/100Relevance 33/100Frequency 74/100Weight 0.62
Examine finished plates to detect flaws, verify conformity with master plates, and measure dot sizes and centers, using light boxes and microscopes.
Importance 82/100Relevance 43/100Frequency 62/100Weight 0.62

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

$48,690

BLS OEWS May 2025

National employment

23,840

BLS OEWS May 2025

Projected growth

-15.3%

BLS Employment Projections 2025–2035

Average annual openings

2

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%

30 points lower exposure • 81% profile similarity

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

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Mobile Heavy Equipment Mechanics, Except Engines

5%

30 points lower exposure • 82% profile similarity

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

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Electrical and Electronics Installers and Repairers, Transportation Equipment

5%

30 points lower exposure • 83% profile similarity

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

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Electric Motor, Power Tool, and Related Repairers

5%

30 points lower exposure • 80% 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%

29 points lower exposure • 83% profile similarity

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

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Home Appliance Repairers

5%

30 points lower exposure • 83% profile similarity

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

more physical-world work, lower AI leverage

Personalized career defense protocol

AI-Proofing Plan

AUTOMATE

    AUGMENT

    • administrative support tasks
    • planning and documentation

    PROTECT

    • domain expertise
    • exception handling
    • accountability for outcomes

    LEARN

    • cross-functional business knowledge
    • risk and governance
    • basic AI literacy

    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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    Knowledge is your strongest upgrade.