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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

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

  • 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.

  • 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.

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

  • 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.

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

  • 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.

Technologies & Software

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

Alternative Job Titles