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Automation Risk Analysis

Will “Winder” be Automated?

Historical Context: Oxford Study (2013)

Ranked #403 of 702. Estimated risk: 73.0%

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AI Exposure Risk

23%

“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%

“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

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

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

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

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

  • 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.

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

  • 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.

  • Record production and operational data on specified forms.

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

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

Technologies & Software

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

Alternative Job Titles