Takeover Tracker
39%medium risk

Textile Cutting Machine Setters, Operators, and Tenders

Set up, operate, or tend machines that cut textiles.

Higher risk than 78% of occupations
Checking for existing plan...

How AI Impacts Each Task

19 tasks analyzed

Place patterns on top of layers of fabric and cut fabric following patterns, using electric or manual knives, cutters, or computer numerically controlled cutting devices.

Risk: 61.0%AI: 70EstimatedTime: 15%

Notify supervisors of mechanical malfunctions.

Risk: 43.0%AI: 70EstimatedTime: 2%

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

Risk: 11.0%AI: 5EstimatedTime: 4%

Adjust cutting techniques to types of fabrics and styles of garments.

Risk: 25.0%AI: 40EstimatedTime: 5%

Operate machines to cut multiple layers of fabric into parts for articles such as canvas goods, house furnishings, garments, hats, or stuffed toys.

Risk: 59.0%AI: 65EstimatedTime: 15%

Inspect machinery to determine whether repairs are needed.

Risk: 55.0%AI: 70EstimatedTime: 3%

Adjust machine controls, such as heating mechanisms, tensions, or speeds, to produce specified products.

Risk: 61.0%AI: 70EstimatedTime: 5%

Inspect products to ensure that specifications are met and to determine whether machines require adjustment.

Risk: 63.0%AI: 75EstimatedTime: 5%

Confer with coworkers to obtain information about orders, processes, or problems.

Risk: 27.0%AI: 30EstimatedTime: 3%

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

Risk: 61.0%AI: 70EstimatedTime: 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, oilcans, and grease guns.

Risk: 39.0%AI: 15EstimatedTime: 4%

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

Risk: 84.0%AI: 87EstimatedTime: 4%

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

Risk: 53.0%AI: 50EstimatedTime: 3%

Stop machines when specified amounts of product have been produced.

Risk: 71.0%AI: 95EstimatedTime: 2%

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

Risk: 13.0%AI: 10EstimatedTime: 5%

Program electronic equipment.

Risk: 74.2%AI: 62.58ObservedTime: 4%

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

Risk: 41.0%AI: 20EstimatedTime: 3%

Inspect products to ensure that the quality standards and specifications are met.

Risk: 63.0%AI: 75EstimatedTime: 5%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

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.

Equipment Maintenance78%

Equipment Maintenance 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.

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 Textile Cutting 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

-6.8pt 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

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.6pt 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

+0.3

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School20%
High School Diploma44%
Some College9%
Post-Secondary Certificate27%

Prior Experience Needed

Work experience required to enter this job

None34%
Up to 1 month2%
1-3 months9%
3-6 months3%
6 months - 1 year10%
1-2 years32%
4-6 years1%
Over 10 years9%

Training Provided After Hiring

How long it typically takes to learn on the job

None1%
Up to 1 month10%
1-3 months29%
3-6 months12%
6 months - 1 year18%
1-2 years28%
4-6 years1%

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