AI JOB RISK SCANNER
O*NET-SOC 49-2011.00 / model V11 rated-task engine

Will AI replace
Computer, Automated Teller, and Office Machine Repairers?

Repair, maintain, or install computers, word processing systems, automated teller machines, and electronic office machines, such as duplicating and fax machines.

Estimated AI task exposure
31%

Low-Moderate exposure

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

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

Digital/info work

54/100

Physical moat

80/100

Human moat

19/100

Rating coverage

100%

25 task statements / 25 rated

Highest-weighted occupation tasks

Reassemble machines after making repairs or replacing parts.
Importance 84/100Relevance 97/100Frequency 73/100Weight 0.86
Converse with customers to determine details of equipment problems.
Importance 81/100Relevance 100/100Frequency 70/100Weight 0.86
Advise customers concerning equipment operation, maintenance, or programming.
Importance 82/100Relevance 100/100Frequency 68/100Weight 0.85
Maintain parts inventories and order any additional parts needed for repairs.
Importance 82/100Relevance 97/100Frequency 70/100Weight 0.85
Disassemble machines to examine parts, such as wires, gears, or bearings for wear or defects, using hand or power tools and measuring devices.
Importance 80/100Relevance 97/100Frequency 72/100Weight 0.85
Travel to customers' stores or offices to service machines or to provide emergency repair service.
Importance 87/100Relevance 92/100Frequency 69/100Weight 0.84
Maintain records of equipment maintenance work or repairs.
Importance 79/100Relevance 99/100Frequency 68/100Weight 0.84
Operate machines to test functioning of parts or mechanisms.
Importance 77/100Relevance 100/100Frequency 64/100Weight 0.82
Repair, adjust, or replace electrical or mechanical components or parts, using hand tools, power tools, or soldering or welding equipment.
Importance 77/100Relevance 97/100Frequency 67/100Weight 0.82
Assemble machines according to specifications, using hand or power tools and measuring devices.
Importance 73/100Relevance 97/100Frequency 58/100Weight 0.78

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

$47,810

BLS OEWS May 2025

National employment

65,600

BLS OEWS May 2025

Projected growth

-3.0%

BLS Employment Projections 2025–2035

Average annual openings

6

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%

26 points lower exposure • 86% profile similarity

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

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

Electric Motor, Power Tool, and Related Repairers

5%

26 points lower exposure • 86% profile similarity

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

less digital task exposure, lower AI leverage
SAFER ALTERNATIVE

Heating, Air Conditioning, and Refrigeration Mechanics and Installers

9%

22 points lower exposure • 88% profile similarity

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

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

Mobile Heavy Equipment Mechanics, Except Engines

5%

26 points lower exposure • 86% profile similarity

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

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

Layout Workers, Metal and Plastic

6%

25 points lower exposure • 87% profile similarity

Median wage: $63,870 Growth 2025–2035: -3.4% Annual openings: 0

less digital task exposure, lower AI leverage
SAFER ALTERNATIVE

Wind Turbine Service Technicians

5%

26 points lower exposure • 85% 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

    AUGMENT

    • administrative support tasks
    • planning and documentation

    PROTECT

    • physical-world execution
    • on-site troubleshooting
    • dexterity and equipment interaction

    LEARN

    • AI-assisted diagnostics
    • digital documentation
    • 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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