As of June 2026, Textile Bleaching and Dyeing Machine Operators and Tenders has an AI-exposure score of 51/100 (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 Bleaching and Dyeing Machine Operators and Tenders

51/100
Elevated exposure
LowModerateElevatedHighVery High

More exposed than 36% of the roles we track. Median pay ~US$38,180. About 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.

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How you compare to similar Production roles

Textile Bleaching and Dyeing Machine Operators and Tenders (you)
51
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51
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51
Metal-Refining Furnace Operators and Tenders
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50
Electromechanical Equipment Assemblers
50
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Your tasks, by AI exposure

Automatable
  • Record production information such as fabric yardage processed, temperature readings, fabric tensions, and machine speeds.
  • Key in processing instructions to program electronic equipment.
  • Observe display screens, control panels, equipment, and cloth entering or exiting processes to determine if equipment is operating correctly.
  • Confer with coworkers to get information about order details, processing plans, or problems that occur.
Augmentable
  • Test solutions used to process textile goods to detect variations from standards.
  • Weigh ingredients, such as dye, to be mixed together for use in textile processing.
  • Ravel seams that connect cloth ends when processing is completed.
  • Thread ends of cloth or twine through specified sections of equipment prior to processing.
  • Prepare dyeing machines for production runs, and conduct test runs of machines to ensure their proper operation.
  • Monitor factors such as temperatures and dye flow rates to ensure that they are within specified ranges.
  • Examine and feel products to identify defects and variations from coloring and other processing standards.
  • Remove dyed articles from tanks and machines for drying and further processing.
  • Add dyes, water, detergents, or chemicals to tanks to dilute or strengthen solutions, according to established formulas and solution test results.
  • Adjust equipment controls to maintain specified heat, tension, and speed.
  • Notify supervisors or mechanics of equipment malfunctions.
  • Inspect machinery to determine necessary adjustments and repairs.
  • Study guides, charts, and specification sheets, and confer with supervisors to determine machine setup requirements.
  • Start and control machines and equipment to wash, bleach, dye, or otherwise process and finish fabric, yarn, thread, or other textile goods.
  • Sew ends of cloth together, by hand or using machines, to form endless lengths of cloth to facilitate processing.
  • Soak specified textile products for designated times.
Durable

No durable tasks identified for this role — its real, individually-assessed tasks consistently read as augmentable (80%).

Safer adjacent roles

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80% skills overlap · Elevated exposure · ~US$43,530
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Machine Feeders and Offbearers
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Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders
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Textile Knitting and Weaving Machine Setters, Operators, and Tenders
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Laundry and Dry-Cleaning Workers
40% skills overlap · Moderate exposure · ~US$34,890
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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.