Musical Instrument Repairers and Tuners.

This job has 24 core tasks. We went through 3 of them, one at a time.

Task by task, from the work Musical Instrument Repairers and Tuners actually do. How we describe AI use in each task is our own read of it, not a measurement of whether AI can replace the job.

1. TASK 01

   Compare instrument pitches with tuning tool pitches to tune instruments.

   AI DOES

   Reads pitch frequencies on screen and flags how far off each note is

   YOU DO

   Turn the pegs, adjust the bridge, and feel when the instrument responds right

2. TASK 02

   Strike wood, fiberglass, or metal bars of instruments, and use tuned blocks, stroboscopes, or electronic tuners to evaluate tones made by instruments.

   AI DOES

   Reads frequency data from electronic tuners and flags out-of-tune bars instantly

   YOU DO

   Use your ears and touch to catch subtle tone quality that sensors miss

3. TASK 03

   Inspect instruments to locate defects, and to determine their value or the level of restoration required.

   AI DOES

   Looks up instrument values, common defects by model, and restoration cost estimates

   YOU DO

   Trust your hands, ears, and eyes to find what only a skilled repairer can feel and hear