As of August 2026,
Musical Instrument Repairers and Tuners has an AI-exposure score of 34/100
(Low exposure) on the AI-Safe Careers index. This is an estimate of task
exposure, not a prediction of job loss.
Score inputs for this role:
This role starts from O*NET 29.1 occupational descriptors and is empirically grounded by Penn/OpenAI GPTs are GPTs study, Felten, Raj and Seamans AIOE index. BLS labor-market figures are separate context, not score inputs.
Musical Instrument Repairers and Tuners
More exposed than 3% of the roles we track. Median pay ~US$46,420. About 600 projected openings a year (BLS 2024–34 - growth plus replacement).
Pay & demand figures are US medians (BLS, in USD) - your local figures will differ. Your exposure score applies broadly.
Will AI replace Musical Instrument Repairers and Tuners?
No exposure score can predict whether AI will replace this role. The 34/100 score means our current model estimates low task exposure from the sources listed on this page. It does not predict an employer decision, headcount, or an individual outcome. The task map below shows the work assessed and where human judgment remains important.
Early-career context (study ages 22-25)
This role is in our Low exposure band, not our highest-exposure bands. The study's 16% finding should not be applied directly to this role.
The November 2025 revision reports a 16% relative employment decline for workers ages 22-25 in the most AI-exposed U.S. occupations, after firm-level controls, relative to workers in less-exposed fields and more experienced workers in the same occupations.
Use the task map to identify durable work and the skills worth building early.
Stanford Digital Economy Lab, Canaries in the Coal Mine - November 2025 revision
This is group-level U.S. payroll evidence, not a personal forecast. The authors do not claim that AI alone caused the change, and this context does not alter the exposure score.
How this role compares to similar Installation & Repair roles
What this role usually involves
Repair percussion, stringed, reed, or wind instruments. May specialize in one area, such as piano tuning.
Broad guidance for this preparation level; exact requirements vary by role and employer.
Source: O*NET 29.1 exact occupation - Musical Instrument Repairers and Tuners, SOC 49-9063.00. Context describes the role; the AI-exposure score remains a separate task-exposure estimate.
Musical Instrument Repairers and Tuners tasks, by AI exposure
No automatable tasks identified for this role - its individually-assessed tasks split 75% augmentable / 25% durable.
- Remove irregularities from tuning pins, strings, and hammers of pianos, using wood blocks or filing tools.
- Adjust string tensions to tune instruments, using hand tools and electronic tuning devices.
- Shape old parts and replacement parts to improve tone or intonation, using hand tools, lathes, or soldering irons.
- Repair cracks in wood or metal instruments, using pinning wire, lathes, fillers, clamps, or soldering irons.
We analyzed all 20 Musical Instrument Repairers and Tuners tasks - 15 augmentable and 5 durable. The full task map - every task with exactly what to do about each - is in your Career Report.
Your report unlocks three concrete artifacts
Every task scored with what to automate, augment, or protect.
Related roles with exposure deltas, salary, demand, and reachability. Lower-exposure options appear only when the data supports them.
A keepable roadmap plus resume and LinkedIn repositioning.
Grounded in O*NET-linked or curated role data, with Penn, Anthropic Economic Index, and AIOE signals where matched. BLS labor-market context is separate - not generic advice.
Adjacent career paths
This role is already among lower-exposure work. The adjacent paths below are shown for opportunity and skill transfer, not as lower-exposure alternatives.
Remove irregularities from tuning pins, strings, and hammers of pianos, using wood blocks or filing tools.
Your AI-Safe Career Report
Every task scored with what to do about it; adjacent paths with honest exposure deltas, salary, demand, and reachability; a skill-gap map; a 30/60/90-day roadmap; Agent Reality Check; plus a résumé and LinkedIn rewrite and professional PDF.
Grounded in O*NET-linked or curated role data, with Penn, Anthropic Economic Index, and AIOE signals where matched. BLS labor-market context is separate.
Workers with AI skills earn a roughly 62% wage premium - adapting pays. - PwC Global AI Jobs Barometer, 2026
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Musical Instrument Repairers and Tuners - median pay by US state (BLS OEWS, USD)
Median annual wage, in USD. US national: US$46,420. More states are being added.