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Automation Risk Analysis

Will “Armature Winder” be Automated?

Historical Context: Oxford Study (2013)

Ranked #403 of 702. Estimated risk: 73.0%

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AI Exposure Risk

23%

“Armature 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%

“Armature 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

  • 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.

  • 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.

  • 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.

  • 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.

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

  • Record production and operational data on specified forms.

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

Technologies & Software

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

Alternative Job Titles