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Automation Risk Analysis

Will “Size Marker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #647 of 702. Estimated risk: 97.0%

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AI Exposure Risk

13%

“Size Marker” 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%

“Size Marker” 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

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

  • 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.

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

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

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

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

  • Turn screws to regulate size of staples.

  • 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.

  • Test machinery to ensure proper functioning before beginning production.

  • 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.

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

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

  • Turn knobs to adjust stitch length and thread tension.

  • 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.

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

Technologies & Software

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

Alternative Job Titles