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Coil Winders, Tapers, and Finishers

Coil Winders, Tapers, and Finishers score 22 out of 100, which is moderate exposure to AI. That ranks #619 of 923 US occupations, where #1 is the most exposed. Of the 11 tasks in this job, AI could speed up 2 on its own and 0 more with extra software built on top of it. In April–May 2026, 1 of these tasks showed up in real conversations with Claude, Anthropic's AI assistant.

22/ 100
Moderate
Rank
#619of 923 jobs
US workers
12,840BLS, May 2025
Median pay
$48,220a year
In real AI use
1 of 11tasks, April–May 2026

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

  • AI can speed this up on its own: 2 (18%)
  • AI can speed this up with extra software: 0 (0%)
  • Little or no AI speed-up: 9 (82%)
  • Review work orders and specifications to determine materials needed and types of parts to be processed.AI can speed this up on its own · core task
  • Record production and operational data on specified forms.AI can speed this up on its own · core task · Seen in real AI use
  • 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.Little or no AI speed-up · core task
  • Attach, alter, and trim materials such as wire, insulation, and coils, using hand tools.Little or no AI speed-up · core task
  • Cut, strip, and bend wire leads at ends of coils, using pliers and wire scrapers.Little or no AI speed-up · core task
  • Select and load materials such as workpieces, objects, and machine parts onto equipment used in coiling processes.Little or no AI speed-up · core task
  • Stop machines to remove completed components, using hand tools.Little or no AI speed-up · core task
  • Examine and test wired electrical components such as motors, armatures, and stators, using measuring devices, and record test results.Little or no AI speed-up · supplemental task
  • Line slots with sheet insulation, and insert coils into slots.Little or no AI speed-up · supplemental task
  • Apply solutions or paints to wired electrical components, using hand tools, and bake components.Little or no AI speed-up · supplemental task
  • Disassemble and assemble motors, and repair and maintain electrical components and machinery parts, using hand tools.Little or no AI speed-up · supplemental task

Questions about coil winders, tapers, and finishers and AI

Will AI replace coil winders, tapers, and finishers?

Unlikely. Most of the work is hard for today's AI to speed up. Coil Winders, Tapers, and Finishers score 22 out of 100 (moderate exposure), #619 of 923 US jobs. AI could speed up 2 of the job's 11 tasks, 2 of them on its own, while 9 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which coil winders, tapers, and finishers tasks can AI do?

The most exposed tasks include "Review work orders and specifications to determine materials needed and types of parts to be processed"; "Record production and operational data on specified forms".

Which coil winders, tapers, and finishers tasks are hardest for AI?

Tasks with little or no AI speed-up include "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".

Are people already using AI for this work?

Yes. In April–May 2026, 1 of the 11 tasks showed up in real conversations with Claude, according to the Anthropic Economic Index.

How many people work as coil winders, tapers, and finishers, and what do they earn?

About 12,840 people in the US, with median pay of $48,220 a year (BLS, May 2025).

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.

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