Watchmaking doesn’t feel like the most 21st century profession. The job requires unwavering patience and a delicate touch, with watchmakers taking months or even years to create a single timepiece.

Watchmaker Joshua Shapiro gripped the machine’s worn handle with his left hand and exhaled. Standing at the helm of the 100-year-old “rose engine,” he peered through a microscope at a small, square ...