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Musical Instrument Repairers and Tuners vs Coil Winders, Tapers, and Finishers

Side-by-side · O*NET · BLS · AI-exposure research · Anthropic Economic Index

A factual, source-backed comparison of Musical Instrument Repairers and Tuners and Coil Winders, Tapers, and Finishers on the dimensions both occupations carry. Every figure is a position within an independent published dataset — not a verdict on which job is better, safer, or more “future-proof.”

Musical Instrument Repairers and Tuners Coil Winders, Tapers, and Finishers
Median pay · BLS OEWS
$45,320
$47,260
Employment · BLS OEWS
5,730
12,170
AI exposure (percentile) · task overlap, not automation
45th pct
20th pct

At a glance

Dimension Musical Instrument Repairers and Tuners Coil Winders, Tapers, and Finishers
Median pay $45,320 $47,260
Employment 5,730 12,170
Employment outlook (2024–34) · BLS projection About average (+1.4%) Declining (-6.3%)
Annual openings · BLS projection 600 1,200
Typical education · O*NET Most occupations in this zone require training in vocational schools, related on-the-job experience, or an associate's degree. Usually requires a high school diploma or GED, though some occupations may not.
AI exposure · published exposure studies Moderate · 45th pct Low · 20th pct
Global GenAI gradient · ILO ISCO-08 · via crosswalk 14th pct · 14% of tasks 52nd pct · 28% of tasks
Observed AI use · Anthropic Economic Index — —
Mostly remote-capable · Dingel–Neiman No No

Pay and employment are BLS OEWS estimates; outlook and openings are BLS 2024–2034 projections; AI exposure and observed-use figures come from separate research and reflect exposure and usage, not predictions that either job will disappear. Compare like with like.

Skills

Shared: Customer and Personal Service, Arm-Hand Steadiness, Manual Dexterity, Finger Dexterity, Near Vision, Mechanical, Control Precision, Critical Thinking, Problem Sensitivity, Deductive Reasoning, English Language, Inductive Reasoning, Selective Attention, Judgment and Decision Making, Information Ordering, Category Flexibility, Reading Comprehension, Active Listening, Speaking, Oral Comprehension, Written Comprehension, Oral Expression, Multilimb Coordination, Far Vision, Administration and Management.

Specific to Musical Instrument Repairers and Tuners

  • Hearing Sensitivity
  • Quality Control Analysis
  • Troubleshooting
  • Repairing
  • Auditory Attention
  • Visualization
  • Fine Arts
  • Flexibility of Closure

Specific to Coil Winders, Tapers, and Finishers

  • Education and Training
  • Mathematics
  • Production and Processing
  • Design
  • Monitoring
  • Operations Monitoring
  • Computers and Electronics
  • Operation and Control

Knowledge, skills & abilities O*NET rates as important for each occupation. “Shared” are common to both; the columns list what is distinctive to each (top by the order O*NET surfaces).

Tools & technology

Shared: Analytical or scientific software .

Specific to Musical Instrument Repairers and Tuners

    Specific to Coil Winders, Tapers, and Finishers

    Full profiles

    This page is a summary. See the complete source-backed profile for Musical Instrument Repairers and Tuners or Coil Winders, Tapers, and Finishers — tasks, the full skill graph, tools, work context, preparation, wages by percentile, industries, AI exposure and the AI work map.

    More comparisons

    Related occupations you can place side by side on the same sourced scale.

    Sources for this page

    Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

    Data compiled June 2, 2026. Figures are estimates, not advice.

    Cite this page
    Plain

    Singulariki. "Musical Instrument Repairers and Tuners vs Coil Winders, Tapers, and Finishers." Singulariki: a source-backed encyclopedia of work. Built from O*NET 30.3; BLS Occupational Employment and Wage Statistics (OEWS) May 2024; BLS Employment Projections 2024–2034; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); Microsoft “Working with AI” working-with-ai; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130; AI Occupational Exposure (AIOE) Felten, Raj & Seamans; ILO / Gmyrek et al. GenAI exposure gradient 2025; IBS O*NET-SOC ↔ ISCO-08 occupation crosswalk 2022; Frey & Osborne (2013) frey-osborne-automation; Dingel & Neiman (2020) dingel-neiman-workathome. Accessed June 7, 2026. https://singulariki.com/compare/musical-instrument-repairers-and-tuners-vs-coil-winders-tapers-and-finishers

    APA

    Singulariki. (2026). Musical Instrument Repairers and Tuners vs Coil Winders, Tapers, and Finishers. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/musical-instrument-repairers-and-tuners-vs-coil-winders-tapers-and-finishers

    BibTeX 
    @misc{singulariki-musical-instrument-repairers-and-tuners-vs-coil-winders-tapers-and-finishers,
  title  = {Musical Instrument Repairers and Tuners vs Coil Winders, Tapers, and Finishers},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; BLS Occupational Employment and Wage Statistics (OEWS) May 2024; BLS Employment Projections 2024–2034; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); Microsoft “Working with AI” working-with-ai; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130; AI Occupational Exposure (AIOE) Felten, Raj & Seamans; ILO / Gmyrek et al. GenAI exposure gradient 2025; IBS O*NET-SOC ↔ ISCO-08 occupation crosswalk 2022; Frey & Osborne (2013) frey-osborne-automation; Dingel & Neiman (2020) dingel-neiman-workathome. Accessed June 7, 2026},
  url    = {https://singulariki.com/compare/musical-instrument-repairers-and-tuners-vs-coil-winders-tapers-and-finishers}
}

    Citations name the underlying public dataset releases — they reflect what this page is built from, not just the URL.