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Automation Risk Analysis

Will “Edge Cutter” be Automated?

Historical Context: Oxford Study (2013)

Ranked #647 of 702. Estimated risk: 97.0%

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AI Exposure Risk

13%

“Edge Cutter” 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%

“Edge Cutter” 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

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

  • 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.

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

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

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

  • Turn knobs to adjust stitch length and thread tension.

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

  • Hammer loose staples for proper attachment.

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

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

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

  • Test machinery to ensure proper functioning before beginning production.

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

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

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

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

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

  • Turn screws to regulate size of staples.

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

Technologies & Software

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  • Shoe cleaning machines
  • Utility knives
  • Shoe shine machines
  • Knife sharpeners
  • Scissor sharpeners
  • Shoe nailers
  • Industrial sewing machines
  • Claw hammers
  • Adjustable hand wrenches
  • Sewing needles
  • Shoe stretchers
  • Vacuum presses
  • Heavy duty scissors
  • Heel wheels
  • Bobbin winders
  • Textile finishing machines
  • Leather pressing machines
  • Patch machines
  • Multipurpose screwdrivers
  • Production conveyor systems
  • Leather punches
  • Automatic staple guns
  • Sanding machines

Alternative Job Titles