A local, Docker-based job-search automation system that aggregates listings from multiple sources, filters and scores them, removes duplicates, and tracks applications in Google Sheets.
A local, Docker-based job-search automation system that aggregates job listings from multiple sources, filters and scores them, removes duplicates, and tracks applications in Google Sheets. It is a personal project and runs locally in Docker.
n8n orchestrates Python/FastAPI services running in Docker. The workflow pulls listings through a JobSpy integration and a dedicated Jobs.cz scraping service, scores their relevance with an LLM, and writes the results to Google Sheets, where applications are tracked.
Python and FastAPI for the services, n8n for workflow orchestration, Docker to run the services locally, the Google Sheets API for application tracking, and an LLM for relevance scoring, connected through REST APIs and JSON.