Extract, clean, transform, and model data from institutional databases including Compustat, FactSet, Bloomberg, and other financial data providers; manage the full data pipeline from ingestion to analysis-ready datasets. Write/Vibe code production-quality code, iterating rapidly in a high-velocity research environment, and translating raw financial data into actionable, rigorous investment insights.