4+ years of experience in analytics engineering, data engineering, or similar roles Advanced SQL skills Strong experience with Databricks or similar platforms Understanding of dimensional modeling and data warehouse best practices Experience working with e-commerce data models and operational datasets Ability to communicate clearly, work autonomously, and make pragmatic technical decisions Familiarity with modern data workflows, documentation, and testing practices