Production · SOC 51-6063
Knitting and weaving machines are highly mechanized, but defect detection, loom troubleshooting, and machine maintenance remain human tasks.
Hands-on, interpersonal or high-stakes work AI struggles to replace.
Timeline: Modern weaving and knitting machines are largely self-regulating, but human operators remain essential for defect correction, changeover, and machine repair through at least 2033.
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$49,900 median pay
$45,190 median pay
$33,880 median pay
$38,160 median pay
$42,530 median pay
$122,610 median pay
AI job-risk card
Textile Knitting and Weaving Machine Setters, Operators, and Tenders is resilient on AIFear. Hands-on, interpersonal or high-stakes work AI struggles to replace.
AIFear.com
Our AI Fear Score for Textile Knitting and Weaving Machine Setters, Operators, and Tenders is 20/100 (Resilient). Hands-on, interpersonal or high-stakes work AI struggles to replace.
20 out of 100, based on an AI-model review of this occupation's O*NET tasks against what current AI can actually do.
Most exposed: Programming electronic equipment for standard patterns, Recording machine settings and production data. Harder to automate: Visually inspecting woven cloth to detect defects in real time, Diagnosing loom stoppage causes by examination and experience, Cutting out and repairing filling defects by hand, Adjusting machines based on inspection findings.
Lean into Loom and knitting machine operation, Textile defect identification and repair, Machine troubleshooting and adjustment, Fabric quality standards, Preventive maintenance. Consider roles such as Textile Production Supervisor or Quality Inspector (Woven Fabrics) or Textile Process Technician.
Tasks, skills and AI-exposure for this role were reviewed by an AI model against its O*NET task profile (curated roles use published research anchors). Pay and employment, where shown, are U.S. BLS OEWS (May 2024) figures. This is an estimate, not a prediction about any individual's job. Compare all occupations.