Somewhat Resilient

Last Update: 10/7/2026

AI Resilience Score for Molders, Shapers, Casters:

39.6%

Median Score

Meaningful human contribution

Med

Long-term employer demand

Med

Sustained economic opportunity

Low

Our confidence in this score:
Low-medium

Methodology and Scoring Rationale

To score how resilient molding, shaping, and casting work (non-metal, non-plastic) is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from five AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, and OpenAI Signals. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For molders, shapers, and casters, 6 of 8 sources had data, and AI exposure signals were mixed: Microsoft saw this hands-on craft work as largely human-driven, while Will Robots Take My Job rated exposure high and our own AI Resilience Model landed in the middle. That split, combined with low economic scores, limits confidence to low-medium and lands the career at "Somewhat Resilient."

AI Resilience Report forMolders, Shapers, and Casters, Except Metal and Plastic

$46,170 median salary•5,100 annual openings•SOC Code: 51-9195.00

Molders, Shapers, and Casters, Except Metal and Plastic are somewhat less resilient to AI impacts than most occupations, according to our analysis of 6 sources.

This career is labeled "Somewhat Resilient" because AI and robotics are genuinely changing how the work gets done, not just helping out on the edges. Big factories are already using robots and AI systems to handle casting, glazing, kiln control, and other tasks that used to require constant hands-on attention from workers.

Learn more about how you can thrive in this position

This role is somewhat resilient

This career is labeled "Somewhat Resilient" because AI and robotics are genuinely changing how the work gets done, not just helping out on the edges. Big factories are already using robots and AI systems to handle casting, glazing, kiln control, and other tasks that used to require constant hands-on attention from workers.

Read full analysis

Analysis of current AI resilience

Molders, Shapers, Casters

Updated quarterly

Your move

How can Molders, Shapers, Casters prepare for AI?

Your Career Starts Here

Navigate your career with COACH, your free AI Career Coach. Research-backed, designed with career experts.

Explore careers

Plan your next steps

Get resume help

Find jobs

Explore careers

Plan your next steps

Get resume help

Find jobs

Explore careers

Plan your next steps

Get resume help

Find jobs

Career Village Logo

Ask a pro on CareerVillage.org. Free career advice from more than 200,000 professionals.

Latest AI news for Molders, Shapers, Casters

These articles highlight the evolving landscape for Molders, Shapers, and Casters, Except Metal and Plastic in the face of AI advancements. With a high AI replacement risk of 80/100, as noted in the first article, it's crucial for students to be aware of how automation may impact job availability. However, the AI exposure score of 51/100 suggests there’s still a place for skilled workers. Emphasizing adaptability and technical skills in this field can foster AI resilience, allowing future professionals to thrive alongside technological changes.

More Career Info

Career: Molders, Shapers, and Casters, Except Metal and Plastic

They create and shape objects using materials like clay, wax, or glass, crafting items into specific forms and designs for various uses.

Employment & Wage Data

Median Wage

$46,170

Jobs (2025)

43,000

Growth (2025-35)

+5.8%

Annual Openings

5,100

Education

High school diploma or equivalent

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2025-2035

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

80% ResilienceSupplemental

Assemble, insert, and adjust wires, tubes, cores, fittings, rods, or patterns into molds, using hand tools and depth gauges.

2

80% ResilienceSupplemental

Patch broken edges or fractures, using clay or plaster.

3

80% ResilienceSupplemental

Repair mold defects, such as cracks or broken edges, using patterns, mold boxes, or hand tools.

4

75% ResilienceSupplemental

Align and assemble parts to produce completed products, using gauges and hand tools.

5

75% ResilienceSupplemental

Construct or form molds for use in casting clay or plaster objects, using plaster, fiberglass, rubber, casting machines, patterns, or flasks.

6

75% ResilienceSupplemental

Pour, pack, spread, or press plaster, concrete, or other materials into or around models or molds.

7

70% ResilienceSupplemental

Brush or spray mold surfaces with parting agents or insert paper into molds to ensure smoothness and prevent sticking or seepage.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

The AI Resilience Report is a project from CareerVillage.org®, a registered 501(c)(3) nonprofit.

Built with ❤️ by Sandbox Web

The AI Resilience Report is governed by CareerVillage.org’s Privacy Policy and Terms of Service. This site is not affiliated with Anthropic, Microsoft, or any other data provider and doesn't necessarily represent their viewpoints. This site is being actively updated, and may sometimes contain errors or require improvement in wording or data. To report an error or request a change, please contact air@careervillage.org.