Technical deep dives, case studies, and engineering insights from the CleanJobData team.
How we normalized hiring data from 4 ATS platforms into one API
A technical deep dive into mapping Greenhouse, Lever, Ashby, and Workable data into a single, stable JSON schema.
Why location normalization is harder than it looks (and how we solved it)
Parsing 'Remote, US', 'London, UK', and 'SF/NYC' into structured city and country IDs at scale.
Building a job board in an afternoon with Next.js + CleanJobData
How to use our open-source starter template to ship a production-ready job board in hours, not weeks.
