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Automation Risk Analysis

Will “Feather Edger” be Automated?

Historical Context: Oxford Study (2013)

Ranked #647 of 702. Estimated risk: 97.0%

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AI Exposure Risk

13%

“Feather Edger” 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%

“Feather Edger” 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

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

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

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

  • Hammer loose staples for proper attachment.

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

  • 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.

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

  • Turn screws to regulate size of staples.

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

  • 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.

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

  • Test machinery to ensure proper functioning before beginning production.

  • 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.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles