Gemma 4 Transforms Unstructured Job Offers into Analyzable Datasets

Unstructured documents make comparative analysis and data extraction nearly impossible. This project showcases how Gemma 4, an open-source AI model, automatically transforms chaotic PDFs into consistent, machine-readable datasets—enabling SQL queries, advanced reporting, and new insights into job market trends. By structuring disparate documents into JSON, ePub, and DuckDB databases, the pipeline unlocks analytical capabilities that benefit data journalists, recruiters, and researchers.