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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.

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

  • 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.

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

  • 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.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles