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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

  • Attach, alter, and trim materials such as wire, insulation, and coils, 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.

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

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

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

  • 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.

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

  • Record production and operational data on specified forms.

  • 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.

Technologies & Software

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

Alternative Job Titles