As of June 2026, Textile Knitting and Weaving Machine Setters, Operators, and Tenders has an AI-exposure score of 50/100 (Elevated exposure) on the AI-Safe Careers index, blending O*NET tasks, the Anthropic Economic Index, the Penn/OpenAI study, and BLS data. This is an estimate of task exposure, not a prediction of job loss.

AI Exposure Score for

Textile Knitting and Weaving Machine Setters, Operators, and Tenders

50/100
Elevated exposure
LowModerateElevatedHighVery High

More exposed than 34% of the roles we track. Median pay ~US$39,530. About 1,700 projected openings a year (BLS 2024–34 — growth plus replacement).

Pay & demand figures are US medians (BLS, in USD) — your local figures will differ. Your exposure score applies broadly.

Where are you in your career? (optional — tailors the context)

How you compare to similar Production roles

Textile Knitting and Weaving Machine Setters, Operators, and Tenders (you)
50
Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic
50
Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic
50
Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic
50
Electromechanical Equipment Assemblers
50
Patternmakers, Wood
50
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Your tasks, by AI exposure

Automatable
  • Record information about work completed and machine settings.
  • Confer with co-workers to obtain information about orders, processes, or problems.
Augmentable
  • Examine looms to determine causes of loom stoppage, such as warp filling, harness breaks, or mechanical defects.
  • Program electronic equipment.
  • Clean, oil, and lubricate machines, using air hoses, cleaning solutions, rags, oil cans, or grease guns.
  • Repair or replace worn or defective needles and other components, using hand tools.
  • Thread yarn, thread, and fabric through guides, needles, and rollers of machines for weaving, knitting, or other processing.
  • Install, level, and align machine components such as gears, chains, guides, dies, cutters, or needles to set up machinery for operation.
  • Operate machines for test runs to verify adjustments and to obtain product samples.
  • Observe woven cloth to detect weaving defects.
  • Stop machines when specified amounts of product have been produced.
  • Start machines, monitor operations, and make adjustments as needed.
  • Set up, or set up and operate textile machines that perform textile processing and manufacturing operations such as winding, twisting, knitting, weaving, bonding, or stretching.
  • Adjust machine heating mechanisms, tensions, and speeds to produce specified products.
  • Notify supervisors or repair staff of mechanical malfunctions.
  • Inspect machinery to determine whether repairs are needed.
  • Study guides, loom patterns, samples, charts, or specification sheets, or confer with supervisors or engineering staff to determine setup requirements.
  • Remove defects in cloth by cutting and pulling out filling.
  • Inspect products to ensure that specifications are met and to determine if machines need adjustment.
Durable

No durable tasks identified for this role — its real, individually-assessed tasks consistently read as augmentable (89%).

Safer adjacent roles

Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders
80% skills overlap · Moderate exposure · ~US$38,670
43
Sewing Machine Operators
72% skills overlap · Low exposure · ~US$36,670
39
Textile Cutting Machine Setters, Operators, and Tenders
64% skills overlap · Elevated exposure · ~US$38,760
49
Paper Goods Machine Setters, Operators, and Tenders
56% skills overlap · Moderate exposure · ~US$50,270
45
Shoe Machine Operators and Tenders
48% skills overlap · Moderate exposure · ~US$35,650
46
Textile Bleaching and Dyeing Machine Operators and Tenders
40% skills overlap · Elevated exposure · ~US$38,180
51
Cutting and Slicing Machine Setters, Operators, and Tenders
40% skills overlap · Elevated exposure · ~US$46,570
53

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Important: This is an estimate of AI exposure, not a prediction that your job will disappear. It is designed to help you understand how your role may change and improve your career resilience.