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.

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Higher risk than 85% of occupations

AI Impact Summary

Textile Knitting and Weaving Machine Setters, Operators, and Tenders faces moderate AI displacement risk with a score of 42/100. This occupation has higher AI displacement risk than 85% of all analyzed occupations. Of 20 analyzed tasks, 5 are highly automatable, particularly routine cognitive, routine manual tasks. Limited protective factors mean this occupation has few buffers against AI automation.

This is a general assessment. to get a score adjusted for your experience, skills, and work environment.

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%

Task	AI Capability	Risk	Time %
Remove defects in cloth by cutting and pulling out filling.	20Estimated	41.0%	5%
Inspect products to ensure that specifications are met and to determine if machines need adjustment.	85Estimated	67.0%	8%
Observe woven cloth to detect weaving defects.	90Estimated	69.0%	8%
Thread yarn, thread, and fabric through guides, needles, and rollers of machines for weaving, knitting, or other processing.	15Estimated	39.0%	8%
Examine looms to determine causes of loom stoppage, such as warp filling, harness breaks, or mechanical defects.	70Estimated	55.0%	5%

Skill Impact Analysis

AI-Vulnerable

AI-Resistant

AI-Vulnerable

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.

AI-Resistant

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.

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

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