6+ years of experience working with data in a software environment. Mastered SQL and Python. Advanced experience with business semantic layer tooling, data catalog systems, and data integrity testing frameworks. Well-versed in dbt orchestration and best practices for scalable data workflows. Proven track record of working autonomously with deep domain knowledge of data systems. Experience with data orchestration tools (e.g., Airflow, dbt, Prefect). Familiarity with cloud data warehouses (e.g., BigQuery, Snowflake, Redshift). Understanding of data modeling principles and performance optimization. Experience with version control and CI/CD for analytics workflows. Strong communication and collaboration skills.