Will AI replace Foundry Mold and Coremakers?

What this score means

Foundry Mold and Coremakers 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 17 out of 100 it sits close to the Manufacturing average of 19. Across the 5 sources behind this baseline, individual estimates run from 5 to 53, 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 Foundry Mold and Coremakers, most central first, showing 12 of 13.

• 01Clean and smooth molds, cores, and core boxes, and repair surface imperfections.
• 02Sift and pack sand into mold sections, core boxes, and pattern contours, using hand or pneumatic ramming tools.
• 03Position patterns inside mold sections, and clamp sections together.
• 04Position cores into lower sections of molds, and reassemble molds for pouring.
• 05Sprinkle or spray parting agents onto patterns and mold sections to facilitate removal of patterns from molds.
• 06Form and assemble slab cores around patterns, and position wire in mold sections to reinforce molds, using hand tools and glue.
• 07Move and position workpieces, such as mold sections, patterns, and bottom boards, using cranes, or signal others to move workpieces.
• 08Lift upper mold sections from lower sections, and remove molded patterns.
• 09Cut spouts, runner holes, and sprue holes into molds.
• 10Tend machines that bond cope and drag together to form completed shell molds.
• 11Rotate sweep boards around spindles to make symmetrical molds for convex impressions.
• 12Pour molten metal into molds, manually or with crane ladles.

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 Foundry Mold and Coremakers 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 Foundry Mold and Coremakers?

Published research puts Foundry Mold and Coremakers at 17 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 Foundry Mold and Coremakers?

Only partly. Individual estimates for Foundry Mold and Coremakers run from 5 to 53 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 Foundry Mold and Coremakers by score are Cutting and Slicing Machine Setters, Operators, and Tenders (17/100), Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic (17/100), and Electromechanical Equipment Assemblers (17/100). Each has its own page with the research behind its number.

Also covers

Airset Caster · Airset Molder · Bond Runner · Core Baker · Core Drier · Core Machine Operator · Core Maker · Core Microarchitect and related titles

More manufacturing occupations

• Cutting and Slicing Machine Setters, Operators, and Tenders17/100
• Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic17/100
• Electromechanical Equipment Assemblers17/100
• Engine and Other Machine Assemblers17/100
• Gem and Diamond Workers17/100
• Grinding and Polishing Workers, Hand17/100
• Helpers--Production Workers17/100
• Laundry and Dry-Cleaning Workers17/100