Fabric Menders, Except Garment
Repair tears, holes, and other defects in fabrics, such as draperies, linens, parachutes, and tents.
AI Impact Summary
Fabric Menders, Except Garment faces moderate AI displacement risk with a score of 39/100. This occupation has higher AI displacement risk than 77% of all analyzed occupations. Of 14 analyzed tasks, 1 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
AI-Vulnerable Skills (6)
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Information Ordering 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.
Mathematics 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.
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 Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Leadership 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.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Fabric Menders, Except Garment 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
Google UX Design Professional Certificate
by Google
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.
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
How AI Impacts Each Task
14 tasks analyzed
Check repaired and repacked survival equipment to ensure that it meets specifications.
Measure and hem curtains, garments, and canvas coverings to size, using tape measures.
Operate sewing machines to restitch defective seams, sew up holes, or replace components of fabric articles.
Spread out articles or materials and examine them for holes, tears, worn areas, and other defects.
Stamp grommets into canvas, using mallets and punches or eyelet machines.
Trim edges of cut or torn fabric, using scissors or knives, and stitch trimmed edges together.
Patch holes, sew tears and ripped seams, or darn defects in items, using needles and thread or sewing machines.
Sew labels and emblems onto articles for identification.
Repair holes by weaving thread over them, using needles.
Clean stains from fabric or garments, using spray guns and cleaning fluid.
Sew fringe, tassels, and ruffles onto drapes and curtains, and buttons and trimming onto garments.
Re-knit runs and replace broken threads, using latch needles.
Replace defective shrouds, and splice connections between shrouds and harnesses, using hand tools.
Pull knots to the wrong sides of garments, using hooks.
| 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% |
Protective Factors
Total protective discount: 22.7%
Essential Soft Skills
Traits that are hard for AI to replicate
Explore other career paths
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Fabric Menders, Except Garment professionals should diversify beyond them.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Information Ordering
Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Reading Comprehension
Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Manual Dexterity
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Social Perceptiveness
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
- Service Orientation
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Systems Analysis
Systems Analysis will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 2 scoring runs
overall change