Design, build, and scale a cloud-native enterprise data platform (Snowflake, dbt). Implement ingestion pipelines, ELT/ETL, dimensional modeling, marts, and semantic layers. Partner with stakeholders to deliver Tableau analytics, enforce governance, observability, and data quality, and mentor future data team members.