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Automation Risk Analysis

Will “Shoe Sewing Machine Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #647 of 702. Estimated risk: 97.0%

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AI Exposure Risk

13%

“Shoe Sewing Machine Operator” will almost certainly not be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 13% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

53%

“Shoe Sewing Machine Operator” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 53% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Shoe Machine Operators and Tenders, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Operate or tend a variety of machines to join, decorate, reinforce, or finish shoes and shoe parts.

Avg. Annual Salary $37,230
Avg. Hourly Wage $17.90
Available Jobs (US) 3,270
Job Title & Hierarchy Code (SOC) Shoe Machine Operators and Tenders #51-6042
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Shoe Machine Operators and Tenders”

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Core Skills & Abilities

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

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

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

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

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

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

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

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

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

  • Hammer loose staples for proper attachment.

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

  • Test machinery to ensure proper functioning before beginning production.

  • 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.

  • Turn screws to regulate size of staples.

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

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

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

  • Turn knobs to adjust stitch length and thread tension.

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

Technologies & Software

  • Microsoft Office software
  • Siemens Industrial AI
  • Adobe Acrobat
  • Microsoft PowerPoint
  • Sight Machine AI
  • ABB AI Robotics
  • Cognex Vision AI
  • Microsoft Outlook
  • Rockwell Automation AI
  • Inventory tracking software
  • Microsoft Word
  • Production control software
  • Microsoft Excel
  • Bobbin winders
  • Patch machines
  • Heavy duty scissors
  • Shoe nailers
  • Industrial sewing machines
  • Textile finishing machines
  • Shoe cleaning machines
  • Production conveyor systems
  • Utility knives
  • Knife sharpeners
  • Automatic staple guns
  • Shoe stretchers
  • Vacuum presses
  • Scissor sharpeners
  • Sewing needles
  • Heel wheels
  • Shoe shine machines
  • Sanding machines
  • Multipurpose screwdrivers
  • Leather pressing machines
  • Claw hammers
  • Leather punches
  • Adjustable hand wrenches

Alternative Job Titles