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Automation Risk Analysis

Will “Auto-Winder” be Automated?

Historical Context: Oxford Study (2013)

Ranked #403 of 702. Estimated risk: 73.0%

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AI Exposure Risk

23%

“Auto-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%

“Auto-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

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

  • 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.

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

  • 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.

  • 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.

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

  • 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.

Technologies & Software

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

Alternative Job Titles