Vancouver Onsite Job Scanner

I built this to run every 4 hours, pulling Vancouver-area listings from the Adzuna API and LinkedIn's public guest job endpoint across several skill lanes. A scoring pass drops senior and fully-remote roles, gates on a skill-combo match, dedupes and caps results per company, then upserts the ranked matches into Airtable keyed on a dedup hash so re-runs update instead of duplicate. Everything lands with a "New" status as a review queue I work manually, and each run writes its own log record tracking sources fetched, matches, and new-vs-updated counts.

◆Multi-source scanner with weighted scoring + idempotent upsert