Key Responsibilities Architect end-to-end ELT pipelines using Snowflake & dbt Define data models (star/snowflake, dimensional, marts) Lead dbt project structure, deployments, and CI/CD workflows Build and optimize dbt models, tests, macros, and documentation Optimize Snowflake performance and cost Implement data quality, observability, governance, and security (RBAC, masking) Collaborate with stakeholders and mentor engineers Required Skills Strong hands-on Snowflake experience Expertise in dbt