I recently shared a prototype that demonstrates a new Emsi API. Under the hood this API takes the raw text of a job title and normalizes it to something useful. Unfortunately, companies don't all use the same titles — even when describing identical roles. Title normalization can bring order to the chaos.

This prototype dives deeper into Emsi's job title API to show how normalization works, including seniority level classification!

I took the opportunity with this prototype to try using React Query, and now that I've used it I can highly recommend it.