Will AI replace Patternmakers, Metal and Plastic?

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 15 out of 100 it sits close to the Manufacturing average of 14. Across the 3 sources behind this baseline, individual estimates run from 12 to 20, 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 3 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.

• 01Anthropic Economic Index 2026 - AI Task Exposure · 2026
• 02GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024
• 03AI Occupational Exposure to Language Modeling · 2023

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

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