Takeover Tracker
42%medium risk

Textile Knitting and Weaving Machine Setters, Operators, and Tenders

Set up, operate, or tend machines that knit, loop, weave, or draw in textiles.

Higher risk than 85% of occupations
Checking for existing plan...

How AI Impacts Each Task

20 tasks analyzed

Remove defects in cloth by cutting and pulling out filling.

Risk: 41.0%AI: 20EstimatedTime: 5%

Inspect products to ensure that specifications are met and to determine if machines need adjustment.

Risk: 67.0%AI: 85EstimatedTime: 8%

Observe woven cloth to detect weaving defects.

Risk: 69.0%AI: 90EstimatedTime: 8%

Thread yarn, thread, and fabric through guides, needles, and rollers of machines for weaving, knitting, or other processing.

Risk: 39.0%AI: 15EstimatedTime: 8%

Examine looms to determine causes of loom stoppage, such as warp filling, harness breaks, or mechanical defects.

Risk: 55.0%AI: 70EstimatedTime: 5%

Notify supervisors or repair staff of mechanical malfunctions.

Risk: 88.0%AI: 97EstimatedTime: 2%

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.

Risk: 45.0%AI: 30EstimatedTime: 10%

Inspect machinery to determine whether repairs are needed.

Risk: 61.0%AI: 70EstimatedTime: 4%

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

Risk: 65.0%AI: 80EstimatedTime: 10%

Record information about work completed and machine settings.

Risk: 88.0%AI: 97EstimatedTime: 3%

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

Risk: 41.0%AI: 20EstimatedTime: 4%

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

Risk: 57.0%AI: 60EstimatedTime: 4%

Wash and blend wool, yarn, or cloth.

Risk: 59.0%AI: 65EstimatedTime: 2%

Program electronic equipment.

Risk: 74.2%AI: 62.58ObservedTime: 3%

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

Risk: 84.0%AI: 87EstimatedTime: 5%

Confer with co-workers to obtain information about orders, processes, or problems.

Risk: 27.0%AI: 30EstimatedTime: 4%

Stop machines when specified amounts of product have been produced.

Risk: 71.0%AI: 95EstimatedTime: 3%

Repair or replace worn or defective needles and other components, using hand tools.

Risk: 13.0%AI: 10EstimatedTime: 5%

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

Risk: 15.0%AI: 15EstimatedTime: 4%

Adjust machine heating mechanisms, tensions, and speeds to produce specified products.

Risk: 67.0%AI: 85EstimatedTime: 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.

Mathematics10%

Mathematics 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.

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.

Complex Problem Solving75%

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

Coordination70%

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

Equipment Maintenance78%

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

Social Perceptiveness90%

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

Service Orientation82%

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

Recommended Courses

Courses matched to Textile Knitting and Weaving 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

-6.5pt 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

-3.4pt 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

+1.5

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School27%
High School Diploma66%
Associate's Degree5%
Level 112%

Prior Experience Needed

Work experience required to enter this job

None14%
Up to 1 month47%
1-3 months7%
3-6 months1%
6 months - 1 year27%
1-2 years3%
2-4 years1%

Training Provided After Hiring

How long it typically takes to learn on the job

Up to 1 month42%
1-3 months33%
3-6 months6%
6 months - 1 year2%
1-2 years17%

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