Rankings β†’ Will AI Replace…

Will AI Replace Rolling Machine Setters, Operators, and Tenders, Metal and Plastic?

70/100 β€” High Risk
SOC 51-4023

πŸ’‘ Rolling Machine Setters, Operators, and Tenders, Metal and Plastic have a composite risk score of 70/100 (Frey-Osborne probability: 83%, GenAI exposure: 53/100). With 22,350 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 22,350 workers and a median wage of $49K,rolling machine setters, operators, and tenders, metal and plastic represent a significant portion of the US workforce. Their GenAI exposure index is 53%, meaning a majority of their core tasks overlap with current generative AI capabilities.

Risk Score

70/100

Employment

22,350

Median Wage

$49K

GenAI Exposure

53%

⚠️ Top Risk Factors

1.

Smart factory scheduling and production optimization

2.

Automated CNC programming and machine operation

3.

Industrial robotics replacing manual assembly tasks

4.

AI quality inspection via computer vision systems

πŸ›‘οΈ Tasks AI Can't Easily Replace

βœ“

Troubleshooting complex equipment malfunctions

βœ“

Setup and calibration of custom production runs

βœ“

Coordinating workflow across diverse production teams

πŸ”„ Career Transition Paths

Related occupations with lower AI risk and high skills overlap:

Engineers

65% skills overlap Β· $106K median wage

20/100

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

55% skills overlap Β· $62K median wage

25/100

Fabric and Apparel Patternmakers

74% skills overlap Β· $68K median wage

33/100

❓ Frequently Asked Questions

Will AI completely replace rolling 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 rolling machine setters, operators, and tenders, metal and plastic?

Rolling Machine Setters, Operators, and Tenders, Metal and Plastic have a composite AI automation risk score of 70 out of 100, classified as "High Risk".

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

There are approximately 22,350 rolling machine setters, operators, and tenders, metal and plastic employed in the United States.

What do rolling machine setters, operators, and tenders, metal and plastic earn?

The median annual wage for rolling machine setters, operators, and tenders, metal and plastic is $49K.

What skills should rolling machine setters, operators, and tenders, metal and plastic develop?

Focus on tasks AI can't easily replicate: troubleshooting complex equipment malfunctions, setup and calibration of custom production runs, coordinating workflow across diverse production teams. These human-centric skills will become more valuable as routine tasks are automated.