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Manufacturing & Production · Updated Aug 2026

Shoe Machine Operators and Tenders

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

JVS 2.0.0-phase4b
AI Exposure
66/100
High

How much of this occupation’s work can be materially affected by current AI systems.

Replacement Risk
54/100
Moderate

How likely exposure is to translate into reduced human demand.

Includes provisional estimates for AI adoption pressure and labour-market resilience. How this is measured

Evidence quality
Confidence83/100
Task coverage87%

Confidence reflects task coverage, mapping and capability-evidence quality, and how much of the score rests on provisional inputs.

Task-level evidence

What is driving the score?

Occupation scores are built from the task mix—not a single prediction about a job title.

JVS 2.0.0-phase4b
TaskImportanceAI impactExposure
Align parts to be stitched, following seams, edges, or markings, before positioning them under needles.High
80
Operate or tend machines to join, decorate, reinforce, or finish shoes and shoe parts.High
74
Switch on machines, lower pressure feet or rollers to secure parts, and start machine stitching, using hand, foot, or knee controls.High
77
Study work orders or shoe part tags to obtain information about workloads, specifications, and the types of materials to be used.High
80
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.High
77
Draw thread through machine guide slots, needles, and presser feet in preparation for stitching, or load rolls of wire through machine axles.High
79
Select and place spools of thread or pre-wound bobbins into shuttles, or onto spindles or loupers of stitching machines.High
79
Fill shuttle spools with thread from a machine's bobbin winder by pressing a foot treadle.High
79
Position dies on material in a manner that will obtain the maximum number of parts from each portion of material.High
80
Test machinery to ensure proper functioning before beginning production.High
78
Staple sides of shoes, pressing a foot treadle to position and hold each shoe under the feeder of the machine.High
78
Turn setscrews on needle bars, and position required numbers of needles in stitching machines.High
77
Inspect finished products to ensure that shoes have been completed according to specifications.High
39
Remove and examine shoes, shoe parts, and designs to verify conformance to specifications such as proper embedding of stitches in channels.High
31
Cut excess thread or material from shoe parts, using scissors or knives.High
24
Perform routine equipment maintenance such as cleaning and lubricating machines or replacing broken needles.High
25
Most exposed

Where AI can do more

Routine, digitized, and highly repeatable tasks face the greatest pressure.

  1. Align parts to be stitched, following seams, edges, or markings, before positioning them under needles.80
  2. Study work orders or shoe part tags to obtain information about workloads, specifications, and the types of materials to be used.80
  3. Position dies on material in a manner that will obtain the maximum number of parts from each portion of material.80
  4. Draw thread through machine guide slots, needles, and presser feet in preparation for stitching, or load rolls of wire through machine axles.79
Hardest to automate

Where people still matter

These tasks score lowest on automation feasibility—physical presence, judgement, accountability and real-world variability all resist end-to-end automation.

  1. Cut excess thread or material from shoe parts, using scissors or knives.01
  2. Perform routine equipment maintenance such as cleaning and lubricating machines or replacing broken needles.02
  3. Remove and examine shoes, shoe parts, and designs to verify conformance to specifications such as proper embedding of stitches in channels.03
  4. Inspect finished products to ensure that shoes have been completed according to specifications.04
  5. Operate or tend machines to join, decorate, reinforce, or finish shoes and shoe parts.05
Where else this work leads

Related occupations

Occupations O*NET links to this one. Relatedness reflects shared work, not a claim that these roles are safer.

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AI risk 47

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Beyond AI capability

Adoption and labour-market outlook

Structural factors are kept separate from raw capability so you can see what actually resists automation. Adoption pressure and labour-market resilience are still provisional models—25% of this occupation’s replacement-risk weight rests on them.

Human dependency58
Physical dependency62
Adoption pressure36
Labour-market resilience55
Methodology & sources

O*NET 30.3 occupational data interpreted through the JobsVsAI capability, automation and structural-constraint models.

Confidence83/100
CalculatedAug 21, 2026
Read methodology →