JobBot 3000 — a live PM-role scanner by Mike Fitzpatrick

A tool I designed, built, and deployed. Every morning it scans ~60 companies' own career pages for freshly-posted product-management roles, dedupes and de-noises them, and scores each one for fit against my background using an LLM. Freshness is the point — these come straight from company ATS/career sites, often before they surface on LinkedIn or Indeed.

Built with Python · Flask · Postgres · Anthropic Claude · Google Cloud Run — refreshed daily

Open Roles Click a header to re-sort

Location Company Fit

Tell me about Mike The profile the scorer reads to rate each role's fit

This is the candidate profile behind every Fit rating — the exact context the scorer reads for each role. I'd rather be direct about who I am and how I evaluate my own fit.

ATS & Aggregators Where the data comes from — and what it routes around

Build Roadmap