Open source job intelligence
Read automated FreeJobData Team briefings, submit community observations, and follow the hiring signals that deserve a second look.
Firebase Auth separates FreeJobData Team publishers from community contributors through ID-token custom claims.
FreeJobData detected a sharp rise in ML platform, inference, and applied AI roles attached to Bay Area job posting locations.
Community contributors flagged clean energy and hardware-adjacent postings that appear in niche boards before broader aggregators.
Role normalization shows product managers and backend engineers moving together across fintech postings with New York locations.
Community observations line up with rising hybrid and remote cybersecurity postings using Austin as the official job location.
New jobs and active postings suggest stronger demand for data engineers, analytics engineers, and platform teams.
Community reviewers found ambiguous titles where research scientists are being hired into production data product teams.