Maintaining web scrapers for job boards, HR analytics tools, or AI models is a nightmare career site layouts break constantly, formats are inconsistent, and bad data slips through.
We built CleanJobData to solve this: one simple REST API that delivers 1,000,000+ structured, deduplicated job postings from real employer ATS systems in a single JSON schema.
If you re applying for dev jobs right now, you know the struggle. You have a GitHub full of great projects, but building a personal site and writing out the case studies from scratch takes days.
We built the AI Portfolio Builder at Jobr to solve this.
Instead of wrestling with static site generators, you just: 1 Connect your GitHub account. 2 Select the repos you want to feature. 3 Let AI analyze your READMEs and activity to generate highly specific case studies (no generic filler).
I noticed a lot of people searching for reliable job board templates so they can launch quickly without dealing with custom web scrapers or empty databases.
To solve this, I put together a free collection of open-source templates over at CleanJobData. You can spin up a fully populated board in minutes.
We built three flavors depending on your workflow:
