Will AI replace Fabric Menders, Except Garment?

Fabric Menders, Except Garment has a medium AI displacement risk score of 39 out of 100, higher than 77% of all occupations analyzed. Based on task-level analysis of 14 work activities, most core tasks in this role remain difficult for AI to fully automate. Data sourced from O*NET task data, Anthropic's Economic Index, and BLS employment statistics.

What is the AI risk score for Fabric Menders, Except Garment?

The AI displacement risk score for Fabric Menders, Except Garment is 39 out of 100 (medium risk tier). This score is computed by analyzing 14 individual work tasks for AI capability, weighting by time spent on each task, and applying protective factor adjustments for barriers like licensing, social intelligence, and creativity requirements.

medium risk

Fabric Menders, Except Garment

Repair tears, holes, and other defects in fabrics, such as draperies, linens, parachutes, and tents.

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Higher risk than 77% of occupations

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How AI Impacts Each Task

14 tasks analyzed

Check repaired and repacked survival equipment to ensure that it meets specifications.

Risk: 71.2%AI: 55EstimatedTime: 5%

Measure and hem curtains, garments, and canvas coverings to size, using tape measures.

Risk: 45.0%AI: 30EstimatedTime: 10%

Operate sewing machines to restitch defective seams, sew up holes, or replace components of fabric articles.

Risk: 45.0%AI: 30EstimatedTime: 15%

Spread out articles or materials and examine them for holes, tears, worn areas, and other defects.

Risk: 55.0%AI: 55EstimatedTime: 10%

Stamp grommets into canvas, using mallets and punches or eyelet machines.

Risk: 53.0%AI: 50EstimatedTime: 5%

Trim edges of cut or torn fabric, using scissors or knives, and stitch trimmed edges together.

Risk: 49.0%AI: 40EstimatedTime: 10%

Patch holes, sew tears and ripped seams, or darn defects in items, using needles and thread or sewing machines.

Risk: 49.0%AI: 40EstimatedTime: 15%

Sew labels and emblems onto articles for identification.

Risk: 55.0%AI: 55EstimatedTime: 5%

Repair holes by weaving thread over them, using needles.

Risk: 47.0%AI: 35EstimatedTime: 5%

Clean stains from fabric or garments, using spray guns and cleaning fluid.

Risk: 51.0%AI: 45EstimatedTime: 5%

Sew fringe, tassels, and ruffles onto drapes and curtains, and buttons and trimming onto garments.

Risk: 49.0%AI: 40EstimatedTime: 5%

Re-knit runs and replace broken threads, using latch needles.

Risk: 47.0%AI: 35EstimatedTime: 4%

Replace defective shrouds, and splice connections between shrouds and harnesses, using hand tools.

Risk: 45.0%AI: 30EstimatedTime: 3%

Pull knots to the wrong sides of garments, using hooks.

Risk: 47.0%AI: 35EstimatedTime: 3%

Task	AI Capability	Risk	Time %
Check repaired and repacked survival equipment to ensure that it meets specifications.	55Estimated	71.2%	5%
Measure and hem curtains, garments, and canvas coverings to size, using tape measures.	30Estimated	45.0%	10%
Operate sewing machines to restitch defective seams, sew up holes, or replace components of fabric articles.	30Estimated	45.0%	15%
Spread out articles or materials and examine them for holes, tears, worn areas, and other defects.	55Estimated	55.0%	10%
Stamp grommets into canvas, using mallets and punches or eyelet machines.	50Estimated	53.0%	5%
Trim edges of cut or torn fabric, using scissors or knives, and stitch trimmed edges together.	40Estimated	49.0%	10%
Patch holes, sew tears and ripped seams, or darn defects in items, using needles and thread or sewing machines.	40Estimated	49.0%	15%
Sew labels and emblems onto articles for identification.	55Estimated	55.0%	5%
Repair holes by weaving thread over them, using needles.	35Estimated	47.0%	5%
Clean stains from fabric or garments, using spray guns and cleaning fluid.	45Estimated	51.0%	5%
Sew fringe, tassels, and ruffles onto drapes and curtains, and buttons and trimming onto garments.	40Estimated	49.0%	5%
Re-knit runs and replace broken threads, using latch needles.	35Estimated	47.0%	4%
Replace defective shrouds, and splice connections between shrouds and harnesses, using hand tools.	30Estimated	45.0%	3%
Pull knots to the wrong sides of garments, using hooks.	35Estimated	47.0%	3%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

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.

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)

Manual Dexterity80%

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

Adaptability/Flexibility85%

Adaptability/Flexibility 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.

Service Orientation82%

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

Coordination70%

Coordination 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.

Persuasion80%

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

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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.