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AI Job Risk

Occupation baseline · Research consensus

Will AI replace Patternmakers, Metal and Plastic?

Lower risk

Baseline AI displacement risk for Patternmakers, Metal and Plastic, aggregated from 5 research sources.

What this score means

Patternmakers, Metal and Plastic 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 24 out of 100 it scores 5 points above the Manufacturing average of 19. Across the 5 sources behind this baseline, individual estimates run from 11 to 52, so the score is a weighted consensus rather than any single figure.

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

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Patternmakers, Metal and Plastic, most central first, showing 12 of 15.

  • 01Verify conformance of patterns or template dimensions to specifications, using measuring instruments such as calipers, scales, and micrometers.
  • 02Set up and operate machine tools, such as milling machines, lathes, drill presses, and grinders, to machine castings or patterns.
  • 03Repair and rework templates and patterns.
  • 04Assemble pattern sections, using hand tools, bolts, screws, rivets, glue, or welding equipment.
  • 05Read and interpret blueprints or drawings of parts to be cast or patterns to be made, compute dimensions, and plan operational sequences.
  • 06Construct platforms, fixtures, and jigs for holding and placing patterns.
  • 07Clean and finish patterns or templates, using emery cloths, files, scrapers, and power grinders.
  • 08Mark identification numbers or symbols onto patterns or templates.
  • 09Program computerized numerical control machine tools.
  • 10Create computer models of patterns or parts, using modeling software.
  • 11Design and create templates, patterns, or coreboxes according to work orders, sample parts, or mockups.
  • 12Lay out and draw or scribe patterns onto material, using compasses, protractors, rulers, scribes, or other instruments.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 5 research sources that scored Patternmakers, Metal and Plastic for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

Common questions

How likely is AI to replace Patternmakers, Metal and Plastic?
Published research puts Patternmakers, Metal and Plastic at 24 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 5 research sources and describes the typical version of the role, not any individual.
Do researchers agree on the risk for Patternmakers, Metal and Plastic?
Only partly. Individual estimates for Patternmakers, Metal and Plastic run from 11 to 52 out of 100 across the 5 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
Which manufacturing roles face similar AI exposure?
The closest published manufacturing roles to Patternmakers, Metal and Plastic by score are Adhesive Bonding Machine Operators and Tenders (24/100), Bakers (24/100), and Food Cooking Machine Operators and Tenders (24/100). Each has its own page with the research behind its number.

Also covers

Acoustical Tile Patternmaker · All-Around Patternmaker · Boilermaker Loftsman · Chart Writer · Computer Patternmaker · Die Cast Die Maker · Die Inspector · Die Technician and related titles

Estimated displacement window

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