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.

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Higher risk than 72% of occupations

AI Impact Summary

Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders faces moderate AI displacement risk with a score of 37/100. This occupation has higher AI displacement risk than 72% of all analyzed occupations. Of 24 analyzed tasks, 2 are highly automatable, particularly routine cognitive 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

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%

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%

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.

Reading Comprehension10%

Reading Comprehension 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 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

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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.