Solid understanding of modern data stack concepts: pipelines, ETL/ELT, data warehousing (Snowflake, BigQuery, Databricks, or similar), data modeling, and data quality tooling. Own the strategy and roadmap for the data platform, including ingestion, data models, data quality, and delivery to internal and customer facing products.