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Automation Risk Analysis

Will “Wire Winding Machine Tender” be Automated?

Historical Context: Oxford Study (2013)

Ranked #403 of 702. Estimated risk: 73.0%

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AI Exposure Risk

23%

“Wire Winding Machine Tender” 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%

“Wire Winding Machine Tender” 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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Related Occupations & Automation Risk

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AI Risk 55%
Robot Risk 62%

Core Skills & Abilities

  • 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.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles