Technical deep dives, case studies, and engineering insights from the CleanJobData team.
ATS Integration Patterns for Clean Job Data
A practical architecture guide for normalizing job data from ATS platforms into one stable API.
Building a Job Board in an Afternoon with Next.js and JobsDataAPI
How to use normalized job data, structured filters, and a Next.js starter to ship a production-ready job board quickly.
Building Job Search with PostgreSQL Full-Text Search
How to combine JobsDataAPI with PostgreSQL full-text search to build fast, relevant job search without Elasticsearch.
How to Choose a Job Data API in 2026
A practical checklist for evaluating job data APIs by coverage, normalization, filtering, freshness, and integration cost.
How We Normalized Hiring Data from Multiple ATS Platforms into One API
The engineering story behind turning messy ATS data into a consistent JobsDataAPI schema.
Why Location Normalization Is Harder Than It Looks
How JobsDataAPI resolves messy location strings into city, state, and country IDs for reliable job search.
Why Salary Normalization Matters for Job Data
How JobsDataAPI turns inconsistent compensation data into structured fields for filters, display, and analytics.
