Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders
Set up, operate, or tend machines that wind or twist textiles; or draw out and combine sliver, such as wool, hemp, or synthetic fibers. Includes slubber machine and drawing frame operators.
How AI Impacts Each Task
24 tasks analyzed
Notify supervisors or mechanics of equipment malfunctions.
Start machines, monitor operation, and make adjustments as needed.
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.
Tend machines that wind wire onto bobbins, preparatory to formation of wire netting used in reinforcing sheet glass.
Inspect products to verify that they meet specifications and to determine whether machine adjustment is needed.
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.
Replace depleted supply packages with full packages.
Observe operations to detect defects, malfunctions, or supply shortages.
Thread yarn, thread, or fabric through guides, needles, and rollers of machines.
Operate machines for test runs to verify adjustments and to obtain product samples.
Inspect machinery to determine whether repairs are needed.
Record production data such as numbers and types of bobbins wound.
Study guides, samples, charts, and specification sheets, or confer with supervisors or engineering staff to determine setup requirements.
Stop machines when specified amount of products has been produced.
Place bobbins on spindles and insert spindles into bobbin-winding machines.
Measure bobbins periodically, using gauges, and turn screws to adjust tension if bobbins are not of specified size.
Install, level, and align machine components such as gears, chains, guides, dies, cutters, or needles to set up machinery for operation.
Tend spinning frames that draw out and twist roving or sliver into yarn.
Unwind lengths of yarn, thread, or twine from spools and wind onto bobbins.
Observe bobbins as they are winding and cut threads to remove loaded bobbins, using knives.
Adjust machine settings such as speed or tension to produce products that meet specifications.
Clean, oil, and lubricate machines, using air hoses, cleaning solutions, rags, oilcans, and grease guns.
Remove spindles from machines and bobbins from spindles.
Repair or replace worn or defective parts or components, using hand tools.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Notify supervisors or mechanics of equipment malfunctions. | 35Estimated | 29.0% | 2% | |
| Start machines, monitor operation, and make adjustments as needed. | 65Estimated | 59.0% | 8% | |
| 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. | 45Estimated | 51.0% | 8% | |
| Tend machines that wind wire onto bobbins, preparatory to formation of wire netting used in reinforcing sheet glass. | 45Estimated | 51.0% | 2% | |
| Inspect products to verify that they meet specifications and to determine whether machine adjustment is needed. | 75Estimated | 63.0% | 6% | |
| 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. | 45Estimated | 51.0% | 6% | |
| Replace depleted supply packages with full packages. | 40Estimated | 49.0% | 5% | |
| Observe operations to detect defects, malfunctions, or supply shortages. | 75Estimated | 63.0% | 6% | |
| Thread yarn, thread, or fabric through guides, needles, and rollers of machines. | 30Estimated | 45.0% | 5% | |
| Operate machines for test runs to verify adjustments and to obtain product samples. | 45Estimated | 51.0% | 3% | |
| Inspect machinery to determine whether repairs are needed. | 40Estimated | 25.0% | 3% | |
| Record production data such as numbers and types of bobbins wound. | 97Estimated | 88.0% | 2% | |
| Study guides, samples, charts, and specification sheets, or confer with supervisors or engineering staff to determine setup requirements. | 77Estimated | 80.0% | 2% | |
| Stop machines when specified amount of products has been produced. | 90Estimated | 69.0% | 2% | |
| Place bobbins on spindles and insert spindles into bobbin-winding machines. | 45Estimated | 51.0% | 5% | |
| Measure bobbins periodically, using gauges, and turn screws to adjust tension if bobbins are not of specified size. | 40Estimated | 49.0% | 4% | |
| Install, level, and align machine components such as gears, chains, guides, dies, cutters, or needles to set up machinery for operation. | 5Estimated | 11.0% | 4% | |
| Tend spinning frames that draw out and twist roving or sliver into yarn. | 45Estimated | 51.0% | 5% | |
| Unwind lengths of yarn, thread, or twine from spools and wind onto bobbins. | 40Estimated | 49.0% | 4% | |
| Observe bobbins as they are winding and cut threads to remove loaded bobbins, using knives. | 40Estimated | 49.0% | 4% | |
| Adjust machine settings such as speed or tension to produce products that meet specifications. | 65Estimated | 59.0% | 4% | |
| Clean, oil, and lubricate machines, using air hoses, cleaning solutions, rags, oilcans, and grease guns. | 35Estimated | 47.0% | 3% | |
| Remove spindles from machines and bobbins from spindles. | 40Estimated | 49.0% | 4% | |
| Repair or replace worn or defective parts or components, using hand tools. | 5Estimated | 11.0% | 3% |
Skill Impact Analysis
AI-Vulnerable Skills (6)
Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
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Score History
Risk score over 2 scoring runs
overall change
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
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Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis