How likely is AI to replace Production Workers, All Other?

Published research puts Production Workers, All Other at 15 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 2 research sources and describes the typical version of the role, not any individual.

Which manufacturing roles face similar AI exposure?

The closest published manufacturing roles to Production Workers, All Other by score are Coil Winders, Tapers, and Finishers (15/100), Dental Laboratory Technicians (15/100), and Medical Appliance Technicians (15/100). Each has its own page with the research behind its number.

Occupation baseline · Research consensus

Will AI replace Production Workers, All Other?

Lower risk

Baseline AI displacement risk for Production Workers, All Other, aggregated from 2 research sources.

What this score means

Production Workers, All Other is among the least exposed roles in Manufacturing. Most of what the job involves still sits outside what current AI can do, even as the tools around it keep changing. At 15 out of 100 it scores 4 points below the Manufacturing average of 19.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

The research behind this score

This baseline aggregates 2 research sources that scored Production Workers, All Other for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

01Navigating the Workforce Impacts of AI · 2025Deloitte, for the Energy Workforce & Technology Council (2025)
02AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)

Common questions

How likely is AI to replace Production Workers, All Other?: Published research puts Production Workers, All Other at 15 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 2 research sources and describes the typical version of the role, not any individual.
Which manufacturing roles face similar AI exposure?: The closest published manufacturing roles to Production Workers, All Other by score are Coil Winders, Tapers, and Finishers (15/100), Dental Laboratory Technicians (15/100), and Medical Appliance Technicians (15/100). Each has its own page with the research behind its number.

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Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.