Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

• AI can speed this up on its own: 2 (8%)
• AI can speed this up with extra software: 0 (0%)
• Little or no AI speed-up: 22 (92%)

• Record production data such as numbers and types of bobbins wound.AI can speed this up on its own · core task
• Study guides, samples, charts, and specification sheets, or confer with supervisors or engineering staff to determine setup requirements.AI can speed this up on its own · supplemental task
• Notify supervisors or mechanics of equipment malfunctions.Little or no AI speed-up · core task
• Thread yarn, thread, or fabric through guides, needles, and rollers of machines.Little or no AI speed-up · core task
• Start machines, monitor operation, and make adjustments as needed.Little or no AI speed-up · core task
• Inspect machinery to determine whether repairs are needed.Little or no AI speed-up · core task
• Replace depleted supply packages with full packages.Little or no AI speed-up · core task
• Stop machines when specified amount of products has been produced.Little or no AI speed-up · core task
• Inspect products to verify that they meet specifications and to determine whether machine adjustment is needed.Little or no AI speed-up · core task
• Tend machines that twist together two or more strands of yarn or insert additional twists into single strands of yarn to increase strength, smoothness, or uniformity of yarn.Little or no AI speed-up · core task
• Observe operations to detect defects, malfunctions, or supply shortages.Little or no AI speed-up · core task
• Operate machines for test runs to verify adjustments and to obtain product samples.Little or no AI speed-up · core task
• Observe bobbins as they are winding and cut threads to remove loaded bobbins, using knives.Little or no AI speed-up · supplemental task
• Unwind lengths of yarn, thread, or twine from spools and wind onto bobbins.Little or no AI speed-up · supplemental task
• Adjust machine settings such as speed or tension to produce products that meet specifications.Little or no AI speed-up · supplemental task
• Tend spinning frames that draw out and twist roving or sliver into yarn.Little or no AI speed-up · supplemental task
• Remove spindles from machines and bobbins from spindles.Little or no AI speed-up · supplemental task
• Install, level, and align machine components such as gears, chains, guides, dies, cutters, or needles to set up machinery for operation.Little or no AI speed-up · supplemental task
• Place bobbins on spindles and insert spindles into bobbin-winding machines.Little or no AI speed-up · supplemental task
• Tend machines with multiple winding units that wind thread onto shuttle bobbins for use on sewing machines or other kinds of bobbins for sole-stitching, knitting, or weaving machinery.Little or no AI speed-up · supplemental task
• Repair or replace worn or defective parts or components, using hand tools.Little or no AI speed-up · supplemental task
• Measure bobbins periodically, using gauges, and turn screws to adjust tension if bobbins are not of specified size.Little or no AI speed-up · supplemental task
• Clean, oil, and lubricate machines, using air hoses, cleaning solutions, rags, oilcans, and grease guns.Little or no AI speed-up · supplemental task
• Tend machines that wind wire onto bobbins, preparatory to formation of wire netting used in reinforcing sheet glass.Little or no AI speed-up · supplemental task