AITakeover Tracker
37%medium risk

Shoe Machine Operators and Tenders

Operate or tend a variety of machines to join, decorate, reinforce, or finish shoes and shoe parts.

Higher risk than 73% of occupations

AI Impact Summary

Shoe Machine Operators and Tenders faces moderate AI displacement risk with a score of 37/100. This occupation has higher AI displacement risk than 73% of all analyzed occupations. Of 20 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)

Reading Comprehension10%

Reading Comprehension 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.

Mathematics10%

Mathematics 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)

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.

Manual Dexterity80%

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

Equipment Maintenance78%

Equipment Maintenance 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.

Coordination70%

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

Social Perceptiveness90%

Social Perceptiveness 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 ThinkingMonitoringJudgment and Decision MakingSystems AnalysisActive LearningWritingTechnology Design

Recommended Courses

Courses matched to Shoe Machine 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

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-6.5pt 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

-4.7pt 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: Adaptability/Flexibility

Estimated Impact

-3.7pt 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

Education Level

Less than High School25%
High School Diploma70%
Post-Secondary Certificate5%

Prior Experience Needed

Work experience required to enter this job

None50%
Up to 1 month1%
1-3 months9%
3-6 months1%
6 months - 1 year11%
1-2 years9%
2-4 years19%

Training Provided After Hiring

How long it typically takes to learn on the job

Up to 1 month46%
1-3 months28%
3-6 months13%
6 months - 1 year5%
1-2 years1%
2-4 years5%
4-6 years2%

How AI Impacts Each Task

20 tasks analyzed

Study work orders or shoe part tags to obtain information about workloads, specifications, and the types of materials to be used.

Risk: 86.0%AI: 92EstimatedTime: 4%

Remove and examine shoes, shoe parts, and designs to verify conformance to specifications such as proper embedding of stitches in channels.

Risk: 51.0%AI: 45EstimatedTime: 8%

Turn screws to regulate size of staples.

Risk: 45.0%AI: 30EstimatedTime: 2%

Align parts to be stitched, following seams, edges, or markings, before positioning them under needles.

Risk: 43.0%AI: 25EstimatedTime: 10%

Switch on machines, lower pressure feet or rollers to secure parts, and start machine stitching, using hand, foot, or knee controls.

Risk: 47.0%AI: 35EstimatedTime: 10%

Turn setscrews on needle bars, and position required numbers of needles in stitching machines.

Risk: 41.0%AI: 20EstimatedTime: 2%

Collect shoe parts from conveyer belts or racks and place them in machinery such as ovens or on molds for dressing, returning them to conveyers or racks to send them to the next work station.

Risk: 51.0%AI: 45EstimatedTime: 8%

Position dies on material in a manner that will obtain the maximum number of parts from each portion of material.

Risk: 88.0%AI: 97EstimatedTime: 4%

Test machinery to ensure proper functioning before beginning production.

Risk: 49.0%AI: 40EstimatedTime: 3%

Operate or tend machines to join, decorate, reinforce, or finish shoes and shoe parts.

Risk: 47.0%AI: 35EstimatedTime: 15%

Draw thread through machine guide slots, needles, and presser feet in preparation for stitching, or load rolls of wire through machine axles.

Risk: 39.0%AI: 15EstimatedTime: 3%

Fill shuttle spools with thread from a machine's bobbin winder by pressing a foot treadle.

Risk: 45.0%AI: 30EstimatedTime: 2%

Load hot-melt plastic rod glue through reactivator axles, using wrenches, and switch on reactivators, setting temperature and timers to heat glue to specifications.

Risk: 47.0%AI: 35EstimatedTime: 2%

Staple sides of shoes, pressing a foot treadle to position and hold each shoe under the feeder of the machine.

Risk: 45.0%AI: 30EstimatedTime: 5%

Perform routine equipment maintenance such as cleaning and lubricating machines or replacing broken needles.

Risk: 41.0%AI: 20EstimatedTime: 3%

Select and place spools of thread or pre-wound bobbins into shuttles, or onto spindles or loupers of stitching machines.

Risk: 43.0%AI: 25EstimatedTime: 3%

Hammer loose staples for proper attachment.

Risk: 47.0%AI: 35EstimatedTime: 2%

Cut excess thread or material from shoe parts, using scissors or knives.

Risk: 45.0%AI: 30EstimatedTime: 5%

Turn knobs to adjust stitch length and thread tension.

Risk: 49.0%AI: 40EstimatedTime: 2%

Inspect finished products to ensure that shoes have been completed according to specifications.

Risk: 57.0%AI: 60EstimatedTime: 5%

Protective Factors

Total protective discount: 25.2%

Essential Soft Skills

Traits that are hard for AI to replicate

DependabilitySelf ControlAdaptability/FlexibilityAttention to DetailIntegrityCooperationPersistenceStress ToleranceInitiativeIndependenceAchievement/EffortLeadership

Wage & Employment (2024)

Median Wage

$38,160

per year

Mean Wage

$37,230

per year

Employment

3K

workers

Wage Range

$24,160 - $47,860

10th - 90th pct

Wage Distribution

$24,160Median: $38,160$47,860
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

Welders, Cutters, and Welder Fitters

21%
Low Risk

Median salary: $51,000

Higher risk than 10% of other occupations

Solderers and Brazers

26%
Medium Risk

Median salary: $51,000

Higher risk than 23% of other occupations

Sawing Machine Setters, Operators, and Tenders, Wood

34%
Medium Risk

Median salary: $39,950

Higher risk than 63% of other occupations

Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic

35%
Medium Risk

Median salary: $45,590

Higher risk than 64% of other occupations

Print Binding and Finishing Workers

37%
Medium Risk

Median salary: $39,820

Higher risk than 71% of other occupations

Electromechanical Equipment Assemblers

39%
Medium Risk

Higher risk than 78% of other occupations

Textile Bleaching and Dyeing Machine Operators and Tenders

41%
Medium Risk

Median salary: $37,320

Higher risk than 82% of other occupations

Textile Knitting and Weaving Machine Setters, Operators, and Tenders

42%
Medium Risk

Median salary: $38,260

Higher risk than 85% of other occupations

Packaging and Filling Machine Operators and Tenders

47%
Medium Risk

Median salary: $40,900

Higher risk than 95% of other occupations

Machine Feeders and Offbearers

51%
High Risk

Median salary: $39,700

Higher risk than 98% 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

Subscribed — always updated

Recommendations

Skills to Develop

These skills are at risk from AI automation. Shoe Machine Operators and Tenders professionals should diversify beyond them.

  • Reading Comprehension

    Reading Comprehension 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.

  • Mathematics

    Mathematics 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.

  • 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.

  • Manual Dexterity

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

  • Equipment Maintenance

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

  • Complex Problem Solving

    Complex Problem Solving 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.

  • Active Learning

    Active Learning 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

+1.0

overall change

Checking for existing plan...

Related News

Recent articles about AI affecting this occupation

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NewsData AI & Jobs2d ago