Production · SOC 51-6062
Textile cutting machines are increasingly CNC-driven, but setup, quality inspection, and machine oversight require ongoing human skill.
Hands-on, interpersonal or high-stakes work AI struggles to replace.
Timeline: CNC and laser cutting automation is well-established in large textile mills; operator roles will persist in setup, quality oversight, and smaller-scale operations through the 2030s.
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$40,790 median pay
$41,230 median pay
$41,600 median pay
$48,970 median pay
$40,860 median pay
AI job-risk card
Textile Cutting 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 Cutting Machine Setters, Operators, and Tenders is 22/100 (Resilient). Hands-on, interpersonal or high-stakes work AI struggles to replace.
22 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: Recording machine settings and work completion data, Programming electronic equipment for standard cutting patterns. Harder to automate: Inspecting cut products for quality and specification compliance, Starting machines and monitoring operation with real-time adjustment, Adjusting heating, tension, and speed controls based on material, Inspecting machinery for wear and repair needs.
Lean into Textile machine operation and setup, Quality inspection for cut textile products, CNC cutting system familiarity, Machine maintenance basics, Production workflow management. Consider roles such as Textile Production Supervisor or Quality Inspector (Textiles) or CNC Cutting Machine 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.