Design, build, and maintain scalable data models using dbt and SQL. Establish and enforce best practices for data modelling, development, testing, and monitoring. Collaborate with finance, operations, customer success, and marketing teams to understand requirements. Create repeatable patterns for integrating data models with BI tools and reverse ETL processes. Champion high standards for development, including change management, source control, code reviews, and data monitoring.