Screen candidates on technical fit, including Databricks (Delta Lake, Unity Catalog, Spark, Databricks SQL), cloud platforms (AWS, Azure), Python and SQL, data modeling, and AI/ML tooling. Run full-cycle recruiting for several open searches at a time, each with its own candidate persona (for example, a senior Databricks Data Architect, a mid-level Data Engineer, and an AI Engineer building RAG applications).