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Automation Risk Analysis

Will “Form Maker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #647 of 702. Estimated risk: 97.0%

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AI Exposure Risk

13%

“Form Maker” 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%

“Form Maker” 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

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

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

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

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

  • Test machinery to ensure proper functioning before beginning production.

  • 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.

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

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

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

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

  • 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.

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

  • 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.

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

  • Turn knobs to adjust stitch length and thread tension.

  • Hammer loose staples for proper attachment.

Technologies & Software

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

Alternative Job Titles