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Automation Risk Analysis

Will “Vamp Seamer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #647 of 702. Estimated risk: 97.0%

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AI Exposure Risk

13%

“Vamp Seamer” 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%

“Vamp Seamer” 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

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

  • 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.

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

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

  • Test machinery to ensure proper functioning before beginning production.

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

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

  • Turn knobs to adjust stitch length and thread tension.

  • 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.

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

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

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

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

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

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

  • Hammer loose staples for proper attachment.

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

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

Technologies & Software

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

Alternative Job Titles