Takeover Tracker
39%medium risk

Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers

Set up, operate, or tend machines that extrude and form continuous filaments from synthetic materials, such as liquid polymer, rayon, and fiberglass.

Higher risk than 79% of occupations
Checking for existing plan...

How AI Impacts Each Task

21 tasks analyzed

Pass sliver strands through openings in floors to workers on floors below who wind slivers onto tubes.

Risk: 47.0%AI: 35EstimatedTime: 3%

Set up, operate, or tend machines that extrude and form filaments from synthetic materials such as rayon, fiberglass, or liquid polymers.

Risk: 49.0%AI: 40EstimatedTime: 10%

Remove excess, entangled, or completed filaments from machines, using hand tools.

Risk: 47.0%AI: 35EstimatedTime: 6%

Load materials into extruding and forming machines, using hand tools, and adjust feed mechanisms to set feed rates.

Risk: 49.0%AI: 40EstimatedTime: 6%

Start metering pumps and observe operation of machines and equipment to ensure continuous flow of filaments extruded through spinnerettes and to detect processing defects.

Risk: 57.0%AI: 60EstimatedTime: 6%

Move controls to activate and adjust extruding and forming machines.

Risk: 51.0%AI: 45EstimatedTime: 5%

Record details of machine malfunctions.

Risk: 86.0%AI: 92EstimatedTime: 3%

Notify other workers of defects, and direct them to adjust extruding and forming machines.

Risk: 33.0%AI: 45EstimatedTime: 4%

Observe flow of finish across finish rollers, and turn valves to adjust flow to specifications.

Risk: 51.0%AI: 45EstimatedTime: 5%

Observe machine operations, control boards, and gauges to detect malfunctions such as clogged bushings and defective binder applicators.

Risk: 86.0%AI: 92EstimatedTime: 8%

Turn petcocks to adjust the flow of binding fluid to sleeves.

Risk: 49.0%AI: 40EstimatedTime: 3%

Press buttons to stop machines when processes are complete or when malfunctions are detected.

Risk: 63.0%AI: 75EstimatedTime: 4%

Open cabinet doors to cut multifilament threadlines away from guides, using scissors.

Risk: 47.0%AI: 35EstimatedTime: 4%

Turn rheostats to obtain specified temperatures in electric furnaces where glass is melted.

Risk: 53.0%AI: 50EstimatedTime: 3%

Press metering-pump buttons and turn valves to stop flow of polymers.

Risk: 51.0%AI: 45EstimatedTime: 3%

Record operational data on tags, and attach tags to machines.

Risk: 76.0%AI: 67EstimatedTime: 3%

Lower pans inside cabinets to catch molten filaments until flow of polymer through packs has stopped.

Risk: 49.0%AI: 40EstimatedTime: 3%

Pull extruded fiberglass filaments over sleeves where binding solution is applied, and into grooves of graphite shoes that bind filaments into single strands of sliver.

Risk: 47.0%AI: 35EstimatedTime: 5%

Wipe finish rollers with cloths and wash finish trays with water when necessary.

Risk: 47.0%AI: 35EstimatedTime: 4%

Remove polymer deposits from spinnerettes and equipment, using silicone spray, brass chisels, and bronze-wool pads.

Risk: 47.0%AI: 35EstimatedTime: 6%

Clean and maintain extruding and forming machines, using hand tools.

Risk: 47.0%AI: 35EstimatedTime: 6%

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.

Complex Problem Solving75%

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

Equipment Maintenance78%

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

Coordination70%

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

Leadership88%

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

Social Perceptiveness90%

Social Perceptiveness 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 Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers 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

-5.1pt 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

+0.9

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

High School Diploma92%
Some College8%

Prior Experience Needed

Work experience required to enter this job

None17%
3-6 months11%
6 months - 1 year28%
1-2 years25%
2-4 years14%
Over 10 years4%

Training Provided After Hiring

How long it typically takes to learn on the job

None5%
Up to 1 month29%
1-3 months2%
3-6 months44%
6 months - 1 year19%

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