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Automation Risk Analysis

Will “Stator Winder” be Automated?

Historical Context: Oxford Study (2013)

Ranked #403 of 702. Estimated risk: 73.0%

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AI Exposure Risk

23%

“Stator Winder” 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%

“Stator Winder” 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

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

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

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

  • Record production and operational data on specified forms.

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles