AI JOB RISK SCANNER
O*NET-SOC 51-4021.00 / model V11 rated-task engine

Will AI replace
Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic?

Set up, operate, or tend machines to extrude or draw thermoplastic or metal materials into tubes, rods, hoses, wire, bars, or structural shapes.

Estimated AI task exposure
5%

Low exposure

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

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

Digital/info work

16/100

Physical moat

65/100

Human moat

11/100

Rating coverage

100%

16 task statements / 16 rated

Highest-weighted occupation tasks

Measure and examine extruded products to locate defects and to check for conformance to specifications, adjusting controls as necessary to alter products.
Importance 93/100Relevance 93/100Frequency 92/100Weight 0.93
Clean work areas.
Importance 84/100Relevance 99/100Frequency 80/100Weight 0.89
Start machines and set controls to regulate vacuum, air pressure, sizing rings, and temperature, and to synchronize speed of extrusion.
Importance 92/100Relevance 93/100Frequency 73/100Weight 0.88
Change dies on extruding machines, according to production line changes.
Importance 89/100Relevance 92/100Frequency 67/100Weight 0.85
Operate shearing mechanisms to cut rods to specified lengths.
Importance 85/100Relevance 76/100Frequency 98/100Weight 0.85
Install dies, machine screws, and sizing rings on machines that extrude thermoplastic or metal materials.
Importance 87/100Relevance 93/100Frequency 66/100Weight 0.84
Determine setup procedures and select machine dies and parts, according to specifications.
Importance 89/100Relevance 88/100Frequency 68/100Weight 0.83
Maintain an inventory of materials.
Importance 84/100Relevance 81/100Frequency 79/100Weight 0.82
Troubleshoot, maintain, and make minor repairs to equipment.
Importance 89/100Relevance 80/100Frequency 71/100Weight 0.81
Adjust controls to draw or press metal into specified shapes and diameters.
Importance 80/100Relevance 78/100Frequency 81/100Weight 0.79

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

$47,720

BLS OEWS May 2025

National employment

60,840

BLS OEWS May 2025

Projected growth

+0.7%

BLS Employment Projections 2025–2035

Average annual openings

5

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

Plasterers and Stucco Masons

5%

similar low-exposure profile • 98% profile similarity

Median wage: $57,660 Growth 2025–2035: +2.8% Annual openings: 2

similar work profile with lower modeled exposure
SAFER ALTERNATIVE

Forest and Conservation Workers

5%

similar low-exposure profile • 98% profile similarity

Median wage: $43,680 Growth 2025–2035: -1.5% Annual openings: 2

similar work profile with lower modeled exposure
SAFER ALTERNATIVE

Paving, Surfacing, and Tamping Equipment Operators

5%

similar low-exposure profile • 98% profile similarity

Median wage: $53,340 Growth 2025–2035: -0.9% Annual openings: 3

similar work profile with lower modeled exposure
SAFER ALTERNATIVE

Etchers and Engravers

5%

similar low-exposure profile • 97% profile similarity

Median wage: $43,310 Growth 2025–2035: -0.7% Annual openings: 1

similar work profile with lower modeled exposure
SAFER ALTERNATIVE

Sawing Machine Setters, Operators, and Tenders, Wood

5%

similar low-exposure profile • 97% profile similarity

Median wage: $42,770 Growth 2025–2035: -1.0% Annual openings: 4

more physical-world work
SAFER ALTERNATIVE

Segmental Pavers

5%

similar low-exposure profile • 96% profile similarity

Median wage: Not published Growth 2025–2035: Not published Annual openings: Not published

stronger human/judgment moat

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
    I am your guide.
    Knowledge is your strongest upgrade.