Career Explorer Production

Human edge, steady

Coil winders, tapers, and finishers

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.

42
AI Resistance Index 42 of 99

In the middle of the pack: more resilient than 42% of the 831 careers we score. AI exposure is low (the Bureau of Labor Statistics rates it low), and US jobs are projected to change by -4.0% by 2035, expected to shrink. The work leans on physical dexterity.

AI struggles with much of this work. Hiring is expected to grow slower than average, or to shrink.

Median pay (2025)
$48,220
Job growth to 2035
-4.0%
Openings a year
1,200
People doing it (2025)
12,900
Usual route in
High school diploma, then moderate on-the-job training

Where people already use AI for this work

  • Read documents or materials to inform work processes
  • Select materials or equipment for operations or projects
  • Test performance of equipment or systems

From Microsoft Research, Working with AI (2025).

Work AI rarely helps with

  • Cut materials
  • Maintain operational records
  • Operate industrial processing or production equipment

What the work looks like

  • 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.
  • 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.
  • 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.

From O*NET 31.0, US Department of Labor.

What the Bureau of Labor Statistics expects

  • Fewer of these jobs, as collaborative robotics increase efficiency, allowing more output to be produced with the same amount of labor.

Careers using similar strengths, with a stronger outlook

Also known as: Armature Winder, Coil Finisher, Coil Winder, Winder, Auto-Winder, Hand Winder, Motor Winder, Winder Operator.

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Sources: US Bureau of Labor Statistics Employment Projections 2025 to 2035; O*NET 31.0; Microsoft Research (2025); Anthropic Economic Index (2026); Eloundou and colleagues (Science, 2024); Felten, Raj and Seamans (2023). How we score. Updated 12 October 2026.