Takeover Tracker
37%medium risk

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.

Higher risk than 72% of occupations
Checking for existing plan...

How AI Impacts Each Task

24 tasks analyzed

Notify supervisors or mechanics of equipment malfunctions.

Risk: 29.0%AI: 35EstimatedTime: 2%

Start machines, monitor operation, and make adjustments as needed.

Risk: 59.0%AI: 65EstimatedTime: 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.

Risk: 51.0%AI: 45EstimatedTime: 8%

Tend machines that wind wire onto bobbins, preparatory to formation of wire netting used in reinforcing sheet glass.

Risk: 51.0%AI: 45EstimatedTime: 2%

Inspect products to verify that they meet specifications and to determine whether machine adjustment is needed.

Risk: 63.0%AI: 75EstimatedTime: 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.

Risk: 51.0%AI: 45EstimatedTime: 6%

Replace depleted supply packages with full packages.

Risk: 49.0%AI: 40EstimatedTime: 5%

Observe operations to detect defects, malfunctions, or supply shortages.

Risk: 63.0%AI: 75EstimatedTime: 6%

Thread yarn, thread, or fabric through guides, needles, and rollers of machines.

Risk: 45.0%AI: 30EstimatedTime: 5%

Operate machines for test runs to verify adjustments and to obtain product samples.

Risk: 51.0%AI: 45EstimatedTime: 3%

Inspect machinery to determine whether repairs are needed.

Risk: 25.0%AI: 40EstimatedTime: 3%

Record production data such as numbers and types of bobbins wound.

Risk: 88.0%AI: 97EstimatedTime: 2%

Study guides, samples, charts, and specification sheets, or confer with supervisors or engineering staff to determine setup requirements.

Risk: 80.0%AI: 77EstimatedTime: 2%

Stop machines when specified amount of products has been produced.

Risk: 69.0%AI: 90EstimatedTime: 2%

Place bobbins on spindles and insert spindles into bobbin-winding machines.

Risk: 51.0%AI: 45EstimatedTime: 5%

Measure bobbins periodically, using gauges, and turn screws to adjust tension if bobbins are not of specified size.

Risk: 49.0%AI: 40EstimatedTime: 4%

Install, level, and align machine components such as gears, chains, guides, dies, cutters, or needles to set up machinery for operation.

Risk: 11.0%AI: 5EstimatedTime: 4%

Tend spinning frames that draw out and twist roving or sliver into yarn.

Risk: 51.0%AI: 45EstimatedTime: 5%

Unwind lengths of yarn, thread, or twine from spools and wind onto bobbins.

Risk: 49.0%AI: 40EstimatedTime: 4%

Observe bobbins as they are winding and cut threads to remove loaded bobbins, using knives.

Risk: 49.0%AI: 40EstimatedTime: 4%

Adjust machine settings such as speed or tension to produce products that meet specifications.

Risk: 59.0%AI: 65EstimatedTime: 4%

Clean, oil, and lubricate machines, using air hoses, cleaning solutions, rags, oilcans, and grease guns.

Risk: 47.0%AI: 35EstimatedTime: 3%

Remove spindles from machines and bobbins from spindles.

Risk: 49.0%AI: 40EstimatedTime: 4%

Repair or replace worn or defective parts or components, using hand tools.

Risk: 11.0%AI: 5EstimatedTime: 3%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Information Ordering5%

Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Reading Comprehension10%

Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

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/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Equipment Maintenance78%

Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Recommended Courses

Courses matched to Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-6.6pt risk+$2K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Pluralsightbeginner

Cybersecurity Fundamentals Path

by Pluralsight

30 hours$29/mo4.5Certificate
Enhances AI augmentation: Monitoring

Estimated Impact

-4.9pt risk+$2K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Coursera

Inspired Leadership Through Emotional Intelligence

by Case Western Reserve University

32 hours$49/mo4.8Certificate
Strengthens resilience: Adaptability/Flexibility

Estimated Impact

-3.5pt risk+$2K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

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Score History

Risk score over 2 scoring runs

-0.7

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School20%
High School Diploma79%
Some College2%

Prior Experience Needed

Work experience required to enter this job

None50%
Up to 1 month11%
1-3 months19%
6 months - 1 year2%
1-2 years6%
4-6 years12%

Training Provided After Hiring

How long it typically takes to learn on the job

Up to 1 month26%
1-3 months67%
6 months - 1 year1%
2-4 years6%

Related News

Recent articles about AI affecting this occupation

1 articles

AI discovers Zambian copper deposit, shifting mining jobs to tech

KoBold's AI successfully located a hidden copper ore deposit, proving that exploration roles are shifting from traditional geology to data science. This milestone signals a growing demand for tech-savvy mining professionals.

Semafor TechMay 4

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis