Textile Knitting and Weaving Machine Setters, Operators, and Tenders
Set up, operate, or tend machines that knit, loop, weave, or draw in textiles.
How AI Impacts Each Task
20 tasks analyzed
Remove defects in cloth by cutting and pulling out filling.
Inspect products to ensure that specifications are met and to determine if machines need adjustment.
Observe woven cloth to detect weaving defects.
Thread yarn, thread, and fabric through guides, needles, and rollers of machines for weaving, knitting, or other processing.
Examine looms to determine causes of loom stoppage, such as warp filling, harness breaks, or mechanical defects.
Notify supervisors or repair staff of mechanical malfunctions.
Set up, or set up and operate textile machines that perform textile processing and manufacturing operations such as winding, twisting, knitting, weaving, bonding, or stretching.
Inspect machinery to determine whether repairs are needed.
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, oil cans, or grease guns.
Operate machines for test runs to verify adjustments and to obtain product samples.
Wash and blend wool, yarn, or cloth.
Program electronic equipment.
Study guides, loom patterns, samples, charts, or specification sheets, or confer with supervisors or engineering staff to determine setup requirements.
Confer with co-workers to obtain information about orders, processes, or problems.
Stop machines when specified amounts of product have been produced.
Repair or replace worn or defective needles and other components, using hand tools.
Install, level, and align machine components such as gears, chains, guides, dies, cutters, or needles to set up machinery for operation.
Adjust machine heating mechanisms, tensions, and speeds to produce specified products.
| 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% | |
| Notify supervisors or repair staff of mechanical malfunctions. | 97Estimated | 88.0% | 2% | |
| Set up, or set up and operate textile machines that perform textile processing and manufacturing operations such as winding, twisting, knitting, weaving, bonding, or stretching. | 30Estimated | 45.0% | 10% | |
| Inspect machinery to determine whether repairs are needed. | 70Estimated | 61.0% | 4% | |
| Start machines, monitor operations, and make adjustments as needed. | 80Estimated | 65.0% | 10% | |
| Record information about work completed and machine settings. | 97Estimated | 88.0% | 3% | |
| Clean, oil, and lubricate machines, using air hoses, cleaning solutions, rags, oil cans, or grease guns. | 20Estimated | 41.0% | 4% | |
| Operate machines for test runs to verify adjustments and to obtain product samples. | 60Estimated | 57.0% | 4% | |
| Wash and blend wool, yarn, or cloth. | 65Estimated | 59.0% | 2% | |
| Program electronic equipment. | 62.58Observed | 74.2% | 3% | |
| Study guides, loom patterns, samples, charts, or specification sheets, or confer with supervisors or engineering staff to determine setup requirements. | 87Estimated | 84.0% | 5% | |
| Confer with co-workers to obtain information about orders, processes, or problems. | 30Estimated | 27.0% | 4% | |
| Stop machines when specified amounts of product have been produced. | 95Estimated | 71.0% | 3% | |
| Repair or replace worn or defective needles and other components, using hand tools. | 10Estimated | 13.0% | 5% | |
| Install, level, and align machine components such as gears, chains, guides, dies, cutters, or needles to set up machinery for operation. | 15Estimated | 15.0% | 4% | |
| Adjust machine heating mechanisms, tensions, and speeds to produce specified products. | 85Estimated | 67.0% | 3% |
Skill Impact Analysis
AI-Vulnerable Skills (6)
Information Ordering 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.
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.
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.
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
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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