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Automation Risk Analysis

Will “Winder Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #403 of 702. Estimated risk: 73.0%

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AI Exposure Risk

23%

“Winder Operator” 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 Operator” 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.

  • 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.

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

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

  • Record production and operational data on specified forms.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles