AITakeover Tracker
26%medium risk

Shoe and Leather Workers and Repairers

Construct, decorate, or repair leather and leather-like products, such as luggage, shoes, and saddles.

Higher risk than 23% of occupations

AI Impact Summary

Shoe and Leather Workers and Repairers faces moderate AI displacement risk with a score of 26/100. This occupation has higher AI displacement risk than 23% of all analyzed occupations. Of 27 analyzed tasks, 2 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)

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.

Social Perceptiveness90%

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

Leadership88%

Leadership 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.

AI-Augmented Skills (7)

Critical ThinkingJudgment and Decision MakingMonitoringActive LearningSystems AnalysisWritingTechnology Design

Recommended Courses

Courses matched to Shoe and Leather Workers and Repairers 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

-6.4pt risk+$2K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Courserabeginner

Google UX Design Professional Certificate

by Google

~5 months$49/mo4.8Certificate
Enhances AI augmentation: Critical Thinking

Estimated Impact

-4.6pt risk+$2K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Coursera

Inspired Leadership Through Emotional Intelligence

by Case Western Reserve University

32 hours$49/mo4.8Certificate
Strengthens resilience: Social Perceptiveness

Estimated Impact

-3.3pt 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.

Education & Training

Percentage of workers at each education and training level

Training Provided After Hiring

How long it typically takes to learn on the job

Up to 1 month20%
1-3 months33%
3-6 months24%
6 months - 1 year10%
1-2 years11%

How AI Impacts Each Task

27 tasks analyzed

Dress and otherwise finish boots or shoes, as by trimming the edges of new soles and heels to the shoe shape.

Risk: 11.0%AI: 5EstimatedTime: 3%

Estimate the costs of requested products or services such as custom footwear or footwear repair, and receive payment from customers.

Risk: 86.0%AI: 92EstimatedTime: 3%

Attach insoles to shoe lasts, affix shoe uppers, and apply heels and outsoles.

Risk: 11.0%AI: 5EstimatedTime: 3%

Cement, nail, or sew soles and heels to shoes.

Risk: 11.0%AI: 5EstimatedTime: 4%

Cut out parts, following patterns or outlines, using knives, shears, scissors, or machine presses.

Risk: 57.0%AI: 60EstimatedTime: 6%

Construct, decorate, or repair leather products according to specifications, using sewing machines, needles and thread, leather lacing, glue, clamps, hand tools, or rivets.

Risk: 11.0%AI: 5EstimatedTime: 8%

Shape shoe heels with a knife, and sand them on a buffing wheel for smoothness.

Risk: 11.0%AI: 5EstimatedTime: 3%

Repair or replace soles, heels, and other parts of footwear, using sewing, buffing and other shoe repair machines, materials, and equipment.

Risk: 11.0%AI: 5EstimatedTime: 4%

Make, modify, and repair orthopedic or therapeutic footwear according to doctors' prescriptions, or modify existing footwear for people with foot problems and special needs.

Risk: 11.0%AI: 5EstimatedTime: 3%

Repair and recondition leather products such as trunks, luggage, shoes, saddles, belts, purses, and baseball gloves.

Risk: 11.0%AI: 5EstimatedTime: 5%

Align and stitch or glue materials such as fabric, fleece, leather, or wood, to join parts.

Risk: 51.0%AI: 45EstimatedTime: 6%

Place shoes on lasts to remove soles and heels, using knives or pliers.

Risk: 49.0%AI: 40EstimatedTime: 2%

Dye, soak, polish, paint, stamp, stitch, stain, buff, or engrave leather or other materials to obtain desired effects, decorations, or shapes.

Risk: 11.0%AI: 5EstimatedTime: 6%

Clean and polish shoes.

Risk: 49.0%AI: 40EstimatedTime: 2%

Check the texture, color, and strength of leather to ensure that it is adequate for a particular purpose.

Risk: 41.0%AI: 35EstimatedTime: 4%

Read prescriptions or specifications, and take measurements to establish the type of product to be made, using calipers, tape measures, or rules.

Risk: 76.0%AI: 67EstimatedTime: 3%

Inspect articles for defects, and remove damaged or worn parts, using hand tools.

Risk: 13.0%AI: 10EstimatedTime: 4%

Drill or punch holes and insert or attach metal rings, handles, and fastening hardware, such as buckles.

Risk: 51.0%AI: 45EstimatedTime: 4%

Attach accessories or ornamentation to decorate or protect products.

Risk: 51.0%AI: 45EstimatedTime: 4%

Select materials and patterns, and trace patterns onto materials to be cut out.

Risk: 57.0%AI: 60EstimatedTime: 5%

Cut, insert, position, and secure paddings, cushioning, or linings, using stitches or glue.

Risk: 51.0%AI: 45EstimatedTime: 3%

Draw patterns, using measurements, designs, plaster casts, or customer specifications, and position or outline patterns on work pieces.

Risk: 53.0%AI: 65EstimatedTime: 3%

Measure customers for fit, and discuss with them the type of footwear to be made, recommending details such as leather quality.

Risk: 27.0%AI: 30EstimatedTime: 3%

Stretch shoes, dampening parts and inserting and twisting parts, using an adjustable stretcher.

Risk: 49.0%AI: 40EstimatedTime: 2%

Nail heel and toe cleats onto shoes.

Risk: 51.0%AI: 45EstimatedTime: 2%

Prepare inserts, heel pads, and lifts from casts of customers' feet.

Risk: 23.0%AI: 35EstimatedTime: 2%

Re-sew seams, and replace handles and linings of suitcases or handbags.

Risk: 11.0%AI: 5EstimatedTime: 4%

Protective Factors

Total protective discount: 20.3%

Essential Soft Skills

Traits that are hard for AI to replicate

DependabilityIndependenceAttention to DetailIntegrityCooperationInitiativeInnovationAchievement/EffortPersistenceSelf ControlAdaptability/FlexibilityConcern for Others

Wage & Employment (2024)

Median Wage

$35,950

per year

Mean Wage

$36,280

per year

Employment

8K

workers

Wage Range

$25,170 - $48,090

10th - 90th pct

Wage Distribution

$25,170Median: $35,950$48,090
Career Planning

Explore other career paths

Compare displacement risk across occupations and find careers with stronger long-term prospects.

Alternate Career Paths

See all transitions

Laundry and Dry-Cleaning Workers

31%
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Median salary: $33,800

Higher risk than 44% of other occupations

Foundry Mold and Coremakers

32%
Medium Risk

Median salary: $45,700

Higher risk than 48% of other occupations

Cooks, Restaurant

32%
Medium Risk

Median salary: $36,830

Higher risk than 48% of other occupations

Print Binding and Finishing Workers

37%
Medium Risk

Median salary: $39,820

Higher risk than 71% of other occupations

Fabric Menders, Except Garment

39%
Medium Risk

Higher risk than 77% of other occupations

Coil Winders, Tapers, and Finishers

40%
Medium Risk

Median salary: $47,260

Higher risk than 79% of other occupations

Painting, Coating, and Decorating Workers

43%
Medium Risk

Median salary: $40,860

Higher risk than 86% of other occupations

Sewing Machine Operators

43%
Medium Risk

Median salary: $36,000

Higher risk than 89% of other occupations

Mail Clerks and Mail Machine Operators, Except Postal Service

46%
Medium Risk

Median salary: $38,150

Higher risk than 93% of other occupations

Postal Service Mail Sorters, Processors, and Processing Machine Operators

46%
Medium Risk

Median salary: $56,530

Higher risk than 94% of other occupations

Sales Managers

25%
Medium Risk

Higher risk than 20% of other occupations

Chief Executives

26%
Medium Risk

Higher risk than 23% of other occupations

General and Operations Managers

28%
Medium Risk

Higher risk than 29% of other occupations

Marketing Managers

30%
Medium Risk

Higher risk than 38% of other occupations

Advertising and Promotions Managers

31%
Medium Risk

Higher risk than 43% of other occupations

Computer and Information Systems Managers

31%
Medium Risk

Higher risk than 45% of other occupations

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Shoe and Leather Workers and Repairers 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.

  • Social Perceptiveness

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

  • Leadership

    Leadership 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.

  • 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.

  • Monitoring

    Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Active Learning

    Active Learning 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.

Score History

Risk score over 2 scoring runs

-2.5

overall change

Checking for existing plan...