Textile Cutting Machine Setters, Operators, and Tenders
Set up, operate, or tend machines that cut textiles.
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.
Notify supervisors of mechanical malfunctions.
Repair or replace worn or defective parts or components, using hand tools.
Adjust cutting techniques to types of fabrics and styles of garments.
Operate machines to cut multiple layers of fabric into parts for articles such as canvas goods, house furnishings, garments, hats, or stuffed toys.
Inspect machinery to determine whether repairs are needed.
Adjust machine controls, such as heating mechanisms, tensions, or speeds, to produce specified products.
Inspect products to ensure that specifications are met and to determine whether machines require adjustment.
Confer with coworkers to obtain information about orders, processes, or problems.
Start machines, monitor operations, and make adjustments as needed.
Record information about work completed and machine settings.
Clean, oil, and lubricate machines, using air hoses, cleaning solutions, rags, oilcans, and grease guns.
Study guides, samples, charts, and specification sheets or confer with supervisors or engineering staff to determine set-up requirements.
Operate machines for test runs to verify adjustments and to obtain product samples.
Stop machines when specified amounts of product have been produced.
Install, level, and align components, such as gears, chains, guides, dies, cutters, or needles, to set up machinery for operation.
Program electronic equipment.
Thread yarn, thread, or fabric through guides, needles, and rollers of machines.
Inspect products to ensure that the quality standards and specifications are met.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| 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. | 70Estimated | 61.0% | 15% | |
| Notify supervisors of mechanical malfunctions. | 70Estimated | 43.0% | 2% | |
| Repair or replace worn or defective parts or components, using hand tools. | 5Estimated | 11.0% | 4% | |
| Adjust cutting techniques to types of fabrics and styles of garments. | 40Estimated | 25.0% | 5% | |
| Operate machines to cut multiple layers of fabric into parts for articles such as canvas goods, house furnishings, garments, hats, or stuffed toys. | 65Estimated | 59.0% | 15% | |
| Inspect machinery to determine whether repairs are needed. | 70Estimated | 55.0% | 3% | |
| Adjust machine controls, such as heating mechanisms, tensions, or speeds, to produce specified products. | 70Estimated | 61.0% | 5% | |
| Inspect products to ensure that specifications are met and to determine whether machines require adjustment. | 75Estimated | 63.0% | 5% | |
| Confer with coworkers to obtain information about orders, processes, or problems. | 30Estimated | 27.0% | 3% | |
| Start machines, monitor operations, and make adjustments as needed. | 70Estimated | 61.0% | 10% | |
| Record information about work completed and machine settings. | 97Estimated | 88.0% | 3% | |
| Clean, oil, and lubricate machines, using air hoses, cleaning solutions, rags, oilcans, and grease guns. | 15Estimated | 39.0% | 4% | |
| Study guides, samples, charts, and specification sheets or confer with supervisors or engineering staff to determine set-up requirements. | 87Estimated | 84.0% | 4% | |
| Operate machines for test runs to verify adjustments and to obtain product samples. | 50Estimated | 53.0% | 3% | |
| Stop machines when specified amounts of product have been produced. | 95Estimated | 71.0% | 2% | |
| Install, level, and align components, such as gears, chains, guides, dies, cutters, or needles, to set up machinery for operation. | 10Estimated | 13.0% | 5% | |
| Program electronic equipment. | 62.58Observed | 74.2% | 4% | |
| Thread yarn, thread, or fabric through guides, needles, and rollers of machines. | 20Estimated | 41.0% | 3% | |
| Inspect products to ensure that the quality standards and specifications are met. | 75Estimated | 63.0% | 5% |
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
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/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
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
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Cybersecurity Fundamentals Path
by Pluralsight
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
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.
Alternate Career Paths
See all transitionsAdhesive Bonding Machine Operators and Tenders
46%Median salary: $45,210
Higher risk than 93% of other occupations
Advertising and Promotions Managers
31%Higher risk than 43% of other occupations
Chief Executives
26%Higher risk than 23% of other occupations
Coating, Painting, and Spraying Machine Setters, Operators, and Tenders
45%Higher risk than 92% of other occupations
Computer and Information Systems Managers
31%Higher risk than 45% of other occupations
Cutting and Slicing Machine Setters, Operators, and Tenders
40%Median salary: $45,700
Higher risk than 81% of other occupations
General and Operations Managers
28%Higher risk than 29% of other occupations
Marketing Managers
30%Higher risk than 38% of other occupations
Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic
38%Median salary: $46,060
Higher risk than 75% of other occupations
Paper Goods Machine Setters, Operators, and Tenders
38%Median salary: $49,390
Higher risk than 74% of other occupations
Print Binding and Finishing Workers
37%Median salary: $39,820
Higher risk than 71% of other occupations
Sales Managers
25%Higher risk than 20% of other occupations
Solderers and Brazers
26%Median salary: $51,000
Higher risk than 23% of other occupations
Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders
37%Median salary: $37,660
Higher risk than 72% of other occupations
Tool Grinders, Filers, and Sharpeners
39%Median salary: $48,970
Higher risk than 77% of other occupations
Upholsterers
20%Median salary: $46,190
Higher risk than 7% of other occupations
Score History
Risk score over 2 scoring runs
overall change
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis