Will AI replace Model Makers, Metal and Plastic?

What this score means

Model Makers, 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 20 out of 100 it sits close to the Manufacturing average of 19. Across the 5 sources behind this baseline, individual estimates run from 7 to 58, 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 Model Makers, Metal and Plastic, most central first, showing 12 of 16.

• 01Study blueprints, drawings, and sketches to determine material dimensions, required equipment, and operations sequences.
• 02Set up and operate machines, such as lathes, drill presses, punch presses, or bandsaws, to fabricate prototypes or models.
• 03Program computer numerical control (CNC) machines to fabricate model parts.
• 04Inspect and test products to verify conformance to specifications, using precision measuring instruments or circuit testers.
• 05Cut, shape, and form metal parts, using lathes, power saws, snips, power brakes and shears, files, and mallets.
• 06Rework or alter component model or parts as required to ensure that products meet standards.
• 07Drill, countersink, and ream holes in parts and assemblies for bolts, screws, and other fasteners, using power tools.
• 08Grind, file, and sand parts to finished dimensions.
• 09Devise and construct tools, dies, molds, jigs, and fixtures, or modify existing tools and equipment.
• 10Record specifications, production operations, and final dimensions of models for use in establishing operating standards and procedures.
• 11Align, fit, and join parts, using bolts and screws or by welding or gluing.
• 12Lay out and mark reference points and dimensions on materials, using measuring instruments and drawing or scribing tools.

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 Model Makers, 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 · 2026Anthropic
• 02Global Automation Atlas: Task Substitution Exposure by Occupation · 2026Garg, Crosta, Baier (2026), arXiv:2605.17086
• 03Working with AI: Measuring the Applicability of Generative AI to Occupations · 2025Tomlinson, Jaffe et al., Microsoft Research (2025)
• 04GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024Eloundou, Manning, Mishkin, Rock (Science, 2024)
• 05AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)

Common questions

How likely is AI to replace Model Makers, Metal and Plastic?

Published research puts Model Makers, Metal and Plastic at 20 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 Model Makers, Metal and Plastic?

Only partly. Individual estimates for Model Makers, Metal and Plastic run from 7 to 58 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 Model Makers, Metal and Plastic by score are Cooling and Freezing Equipment Operators and Tenders (20/100), Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic (20/100), and Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders (20/100). Each has its own page with the research behind its number.

Also covers

Aircraft Mockup Builder · Appliances Sample Maker · Auto Manufacturing Model Maker (Automotive Manufacturing Model Maker) · CNC Machinist (Computer Numerical Control Machinist) · CNC Operator (Computer Numerical Control Operator) · CNC Programmer (Computer Numerical Control Programmer) · Clock and Watch Model Maker · Dioramist and related titles

More manufacturing occupations

• Cooling and Freezing Equipment Operators and Tenders20/100
• Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic20/100
• Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders20/100
• Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic20/100
• Metal-Refining Furnace Operators and Tenders20/100
• Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic20/100
• Mixing and Blending Machine Setters, Operators, and Tenders20/100
• Packaging and Filling Machine Operators and Tenders20/100