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Automation Risk Analysis

Will “Machine Coil Assembler” be Automated?

Historical Context: Oxford Study (2013)

Ranked #403 of 702. Estimated risk: 73.0%

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AI Exposure Risk

23%

“Machine Coil Assembler” 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%

“Machine Coil Assembler” 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

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

  • 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.

  • 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.

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

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

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

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

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

Technologies & Software

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