/systems/ai-job-market-intelligence
AI Job Market Intelligence
STATUS: BUILTData / ML
A data pipeline and dashboard that turns scraped job listings into a readable market signal.
THE PROBLEM
Job-market trends are scattered across thousands of individual listings — hard to read as a pattern unless someone actually structures the data.
THE APPROACH
Scrapes job-listing data, cleans and structures it with Pandas/NumPy, and surfaces the resulting trends through an interactive Streamlit dashboard, with AI-assisted analysis helping summarize what's actually changed.
STACK
- Python
- Pandas
- NumPy
- Streamlit
- AI-assisted analysis
- APIs
ROLE
Built end-to-end — scraping, analysis, and the dashboard.
LINKED CAPABILITIES
This is part of what /engine draws on — describe a problem shaped like this one and see it cited directly.