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Musical Instrument Repairers and Tuners

Musical Instrument Repairers and Tuners score 2 out of 100, which is low exposure to AI. That ranks #870 of 923 US occupations, where #1 is the most exposed. Of the 37 tasks in this job, AI could speed up 0 on its own and 1 more with extra software built on top of it. None of its tasks showed up in real AI use in April–May 2026.

2/ 100
Low
Rank
#870of 923 jobs
US workers
5,380BLS, May 2025
Median pay
$46,420a year
In real AI use
0 of 37tasks, 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: 0 (0%)
  • AI can speed this up with extra software: 1 (3%)
  • Little or no AI speed-up: 36 (97%)
  • Inspect instruments to locate defects, and to determine their value or the level of restoration required.AI can speed this up with extra software · core task
  • Play instruments to evaluate their sound quality and to locate any defects.Little or no AI speed-up · core task
  • Adjust string tensions to tune instruments, using hand tools and electronic tuning devices.Little or no AI speed-up · core task
  • Reassemble instruments following repair, using hand tools and power tools and glue, hair, yarn, resin, or clamps, and lubricate instruments as necessary.Little or no AI speed-up · core task
  • Disassemble instruments and parts for repair and adjustment.Little or no AI speed-up · core task
  • Repair or replace musical instrument parts and components, such as strings, bridges, felts, and keys, using hand and power tools.Little or no AI speed-up · core task
  • Compare instrument pitches with tuning tool pitches to tune instruments.Little or no AI speed-up · core task
  • String instruments, and adjust trusses and bridges of instruments to obtain specified string tensions and heights.Little or no AI speed-up · core task
  • Polish instruments, using rags and polishing compounds, buffing wheels, or burnishing tools.Little or no AI speed-up · core task
  • Repair cracks in wood or metal instruments, using pinning wire, lathes, fillers, clamps, or soldering irons.Little or no AI speed-up · core task
  • Mix and measure glue that will be used for instrument repair.Little or no AI speed-up · core task
  • Shape old parts and replacement parts to improve tone or intonation, using hand tools, lathes, or soldering irons.Little or no AI speed-up · core task
  • Refinish instruments to protect and decorate them, using hand tools, buffing tools, and varnish.Little or no AI speed-up · core task
  • Make wood replacement parts, using woodworking machines and hand tools.Little or no AI speed-up · core task
  • Align pads and keys on reed or wind instruments.Little or no AI speed-up · supplemental task
  • Solder posts and parts to hold them in their proper places.Little or no AI speed-up · supplemental task
  • Remove dents and burrs from metal instruments, using mallets and burnishing tools.Little or no AI speed-up · supplemental task
  • Test tubes and pickups in electronic amplifier units, and solder parts and connections as necessary.Little or no AI speed-up · supplemental task
  • Adjust felt hammers on pianos to increase tonal mellowness or brilliance, using sanding paddles, lacquer, or needles.Little or no AI speed-up · supplemental task
  • Remove irregularities from tuning pins, strings, and hammers of pianos, using wood blocks or filing tools.Little or no AI speed-up · supplemental task
  • Strike wood, fiberglass, or metal bars of instruments, and use tuned blocks, stroboscopes, or electronic tuners to evaluate tones made by instruments.Little or no AI speed-up · supplemental task
  • Wash metal instruments in lacquer-stripping and cyanide solutions to remove lacquer and tarnish.Little or no AI speed-up · supplemental task
  • Assemble and install new pipe organs and pianos in buildings.Little or no AI speed-up · supplemental task
  • Refinish and polish piano cabinets or cases to prepare them for sale.Little or no AI speed-up · supplemental task
  • Deliver pianos to purchasers or to locations of their use.Little or no AI speed-up · supplemental task
  • Remove drumheads by removing tension rods with drum keys and cutting tools.Little or no AI speed-up · supplemental task
  • Place rim hoops back onto drum shells to allow new drumheads to dry and become taut.Little or no AI speed-up · supplemental task
  • Solder or weld frames of mallet instruments and metal drum parts.Little or no AI speed-up · supplemental task
  • Repair breaks in percussion instruments, such as drums and cymbals, using drill presses, power saws, glue, clamps, grinding wheels, or other hand tools.Little or no AI speed-up · supplemental task
  • Cut new drumheads from animal skins, using scissors, and soak drumheads in water to make them pliable.Little or no AI speed-up · supplemental task
  • Assemble bars onto percussion instruments.Little or no AI speed-up · supplemental task
  • Stretch drumheads over rim hoops and tuck them around and under the hoops, using hand tucking tools.Little or no AI speed-up · supplemental task
  • Cut out sections around cracks on percussion instruments to prevent cracks from advancing, using shears or grinding wheels.Little or no AI speed-up · supplemental task
  • Clean, sand, and paint parts of percussion instruments to maintain their condition.Little or no AI speed-up · supplemental task
  • File metal reeds until their pitches correspond with standard tuning bar pitches.Little or no AI speed-up · supplemental task
  • Replace xylophone bars and wheels.Little or no AI speed-up · supplemental task
  • Remove material from bars of percussion instruments to obtain specified tones, using bandsaws, sanding machines, machine grinders, or hand files and scrapers.Little or no AI speed-up · supplemental task

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This job is already among the least exposed in its field.

Other jobs in this field

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Questions about musical instrument repairers and tuners and AI

Will AI replace musical instrument repairers and tuners?

Unlikely. Most of the work is hard for today's AI to speed up. Musical Instrument Repairers and Tuners score 2 out of 100 (low exposure), #870 of 923 US jobs. AI could speed up 1 of the job's 37 tasks, 0 of them on its own, while 36 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which musical instrument repairers and tuners tasks can AI do?

The most exposed tasks include "Inspect instruments to locate defects, and to determine their value or the level of restoration required".

Which musical instrument repairers and tuners tasks are hardest for AI?

Tasks with little or no AI speed-up include "Play instruments to evaluate their sound quality and to locate any defects"; "Adjust string tensions to tune instruments, using hand tools and electronic tuning devices"; "Reassemble instruments following repair, using hand tools and power tools and glue, hair, yarn, resin, or clamps, and lubricate instruments as necessary".

Are people already using AI for this work?

Not much yet. None of the job's tasks showed up in real conversations with Claude in April–May 2026, according to the Anthropic Economic Index.

How many people work as musical instrument repairers and tuners, and what do they earn?

About 5,380 people in the US, with median pay of $46,420 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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