Takeover 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
Checking for existing plan...

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%

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.

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.

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Score History

Risk score over 2 scoring runs

+1.0

overall change

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%

Related News

Recent articles about AI affecting this occupation

3 articles

Humanoid Robots Get Realistic Faces, Pushing Closer to Customer Service Roles

Robotics firm Noetix is developing highly realistic, biomimetic faces for its humanoid models. Crossing the uncanny valley is a critical step for deploying these robots in customer-facing roles like retail and hospitality.

r/singularity3d ago

Shoemaker Allbirds Pivots to AI, Signaling Major Corporate Restructuring

The struggling footwear brand is completely shifting its business model toward artificial intelligence. This drastic pivot will likely result in a massive overhaul of its current workforce as retail and manufacturing roles give way to tech positions.

WSJ AIApr 15

New Qwen AI agents move closer to automating complex real-world tasks

Alibaba's latest open-weight model demonstrates improved capabilities in executing multi-step digital workflows. This signals a shift from AI as a chatbot to AI as an autonomous worker capable of handling routine desk tasks.

Hacker NewsApr 2

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis