Rankings β†’ Will AI Replace…

Will AI Replace Textile Knitting and Weaving Machine Setters, Operators, and Tenders?

67/100 β€” High Risk
SOC 51-6063

πŸ’‘ Textile Knitting and Weaving Machine Setters, Operators, and Tenders have a composite risk score of 67/100 (Frey-Osborne probability: 73%, GenAI exposure: 38/100). With 14,530 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 14,530 workers and a median wage of $38K,textile knitting and weaving machine setters, operators, and tenders represent a significant portion of the US workforce. Their GenAI exposure index is 38%, meaning a minority of their core tasks overlap with current generative AI capabilities.

Risk Score

67/100

Employment

14,530

Median Wage

$38K

GenAI Exposure

38%

⚠️ Top Risk Factors

1.

Predictive maintenance reducing manual inspection roles

2.

Automated CNC programming and machine operation

3.

Cobots handling repetitive material handling tasks

4.

AI quality inspection via computer vision systems

πŸ›‘οΈ Tasks AI Can't Easily Replace

βœ“

Troubleshooting complex equipment malfunctions

βœ“

Quality judgment requiring tactile and visual inspection

βœ“

Handling non-standard materials and configurations

πŸ”„ Career Transition Paths

Related occupations with lower AI risk and high skills overlap:

Engineers

59% skills overlap Β· $106K median wage

20/100

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

69% skills overlap Β· $62K median wage

25/100

Fabric and Apparel Patternmakers

83% skills overlap Β· $68K median wage

33/100

❓ Frequently Asked Questions

Will AI completely replace textile knitting and weaving machine setters, operators, and tenders?

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

What is the AI risk score for textile knitting and weaving machine setters, operators, and tenders?

Textile Knitting and Weaving Machine Setters, Operators, and Tenders have a composite AI automation risk score of 67 out of 100, classified as "High Risk".

How many textile knitting and weaving machine setters, operators, and tenders are there in the US?

There are approximately 14,530 textile knitting and weaving machine setters, operators, and tenders employed in the United States.

What do textile knitting and weaving machine setters, operators, and tenders earn?

The median annual wage for textile knitting and weaving machine setters, operators, and tenders is $38K.

What skills should textile knitting and weaving machine setters, operators, and tenders develop?

Focus on tasks AI can't easily replicate: troubleshooting complex equipment malfunctions, quality judgment requiring tactile and visual inspection, handling non-standard materials and configurations. These human-centric skills will become more valuable as routine tasks are automated.