Skills and Tags Demand Dataset
Tag and skill demand counts with fresh-job signals, location spread, remote signals, and equity-language counts.
Salary and Compensation Signals Dataset
Jobs with salary, rate, stipend, package, or compensation language extracted into a focused CSV.
Location Demand Heatmap Dataset
Location-by-category demand, fresh jobs, remote/equity signals, and latest activity for South African hiring hotspots.
Job Age Analysis Dataset
Age buckets, fresh/old listing counts, and stale-job signals from the public JVR Jobs feed.
Remote and Flexible Jobs Dataset
Jobs mentioning remote, hybrid, work-from-home, or flexible work signals.
BBBEE and Equity Job Signals Report
Jobs and categories where BBBEE, equity, affirmative-action, EE, or transformation language appears.
JVR Jobs Market Pulse Snapshot
Daily summary of top locations, popular tags, remote-work counts, employer/recruiter frequency, and job age signals.