Rankings β†’ Will AI Replace…

Will AI Replace Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic?

66/100 β€” High Risk
SOC 51-4072

πŸ’‘ Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic have a composite risk score of 66/100 (Frey-Osborne probability: 95%, GenAI exposure: 34/100). With 154,820 workers in the US, this is one of the most AI-vulnerable occupations. Full occupation profile β†’

🎯 The Verdict

Likely for many tasks. The role will look very different in 5–10 years.

With 154,820 workers and a median wage of $41K,molding, coremaking, and casting machine setters, operators, and tenders, metal and plastic represent a significant portion of the US workforce. Their GenAI exposure index is 34%, meaning a minority of their core tasks overlap with current generative AI capabilities.

Risk Score

66/100

Employment

154,820

Median Wage

$41K

GenAI Exposure

34%

⚠️ Top Risk Factors

1.

Predictive maintenance reducing manual inspection roles

2.

AI quality inspection via computer vision systems

3.

Smart factory scheduling and production optimization

4.

Cobots handling repetitive material handling tasks

πŸ›‘οΈ Tasks AI Can't Easily Replace

βœ“

Handling non-standard materials and configurations

βœ“

Quality judgment requiring tactile and visual inspection

βœ“

Setup and calibration of custom production runs

πŸ”„ Career Transition Paths

Related occupations with lower AI risk and high skills overlap:

Engineers

57% skills overlap Β· $106K median wage

20/100

First-Line Supervisors of Transportation and Material Moving Workers, Except Aircraft Cargo Handling Supervisors

67% skills overlap Β· $62K median wage

25/100

Fabric and Apparel Patternmakers

81% skills overlap Β· $68K median wage

33/100

❓ Frequently Asked Questions

Will AI completely replace molding, coremaking, and casting machine setters, operators, and tenders, metal and plastic?

Likely for many tasks. The role will look very different in 5–10 years.

What is the AI risk score for molding, coremaking, and casting machine setters, operators, and tenders, metal and plastic?

Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic have a composite AI automation risk score of 66 out of 100, classified as "High Risk".

How many molding, coremaking, and casting machine setters, operators, and tenders, metal and plastic are there in the US?

There are approximately 154,820 molding, coremaking, and casting machine setters, operators, and tenders, metal and plastic employed in the United States.

What do molding, coremaking, and casting machine setters, operators, and tenders, metal and plastic earn?

The median annual wage for molding, coremaking, and casting machine setters, operators, and tenders, metal and plastic is $41K.

What skills should molding, coremaking, and casting machine setters, operators, and tenders, metal and plastic develop?

Focus on tasks AI can't easily replicate: handling non-standard materials and configurations, quality judgment requiring tactile and visual inspection, setup and calibration of custom production runs. These human-centric skills will become more valuable as routine tasks are automated.