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Automation Risk Analysis

Will “Motor Rewinder” be Automated?

Historical Context: Oxford Study (2013)

Ranked #403 of 702. Estimated risk: 73.0%

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AI Exposure Risk

23%

“Motor Rewinder” 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 23% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

54%

“Motor Rewinder” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 54% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Coil Winders, Tapers, and Finishers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Wind wire coils used in electrical components, such as resistors and transformers, and in electrical equipment and instruments, such as field cores, bobbins, armature cores, electrical motors, generators, and control equipment.

Avg. Annual Salary $48,940
Avg. Hourly Wage $23.53
Available Jobs (US) 12,170
Job Title & Hierarchy Code (SOC) Coil Winders, Tapers, and Finishers #51-2021
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Coil Winders, Tapers, and Finishers”

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Core Skills & Abilities

  • Stop machines to remove completed components, using hand tools.

  • Examine and test wired electrical components such as motors, armatures, and stators, using measuring devices, and record test results.

  • Select and load materials such as workpieces, objects, and machine parts onto equipment used in coiling processes.

  • Apply solutions or paints to wired electrical components, using hand tools, and bake components.

  • Disassemble and assemble motors, and repair and maintain electrical components and machinery parts, using hand tools.

  • Line slots with sheet insulation, and insert coils into slots.

  • Operate or tend wire-coiling machines to wind wire coils used in electrical components such as resistors and transformers, and in electrical equipment and instruments such as bobbins and generators.

  • Review work orders and specifications to determine materials needed and types of parts to be processed.

  • Attach, alter, and trim materials such as wire, insulation, and coils, using hand tools.

  • Cut, strip, and bend wire leads at ends of coils, using pliers and wire scrapers.

  • Record production and operational data on specified forms.

Technologies & Software

  • Machine Control Specialists CoilPro
  • ABB AI Robotics
  • Rockwell Automation AI
  • Blueprint display software
  • Sight Machine AI
  • Siemens Industrial AI
  • Cognex Vision AI
  • Electronic Systems of Wisconsin Motor Test System software
  • Wire snips
  • Banding machines
  • Electric soldering irons
  • Coil spreading machines
  • Wire stretchers
  • Straight screwdrivers
  • Power paper cutters
  • Digital micrometers
  • Multipurpose pliers
  • Insulation resistance testers
  • Cable forming fixtures
  • Coil taping machines
  • Alternating current AC generators
  • Digital voltage meters
  • Wheatstone bridges
  • Element winding machines
  • Wire cutting machines
  • Brazing torches
  • Wire strippers
  • Test lamps
  • Claw hammers
  • Oxyacetylene torches
  • Rubber mallets
  • Wire cutting tools
  • Digital calipers
  • Hydraulic cable cutters
  • Trimmer shears
  • Industrial tweezers
  • Wire wrap guns
  • Digital ohmmeters
  • Cable tensionmeters
  • Bolt cutters
  • Hydraulic cranes
  • Respooling machines
  • Arbor presses
  • Personal computers
  • Rawhide hammers
  • Inspection microscopes
  • Tube drifts
  • Test lights
  • Curing ovens
  • Fine wire welding machines

Alternative Job Titles