- Programming Languages: Proficient in Python, Scala, or PySpark to handle tasks that extend beyond pure SQL capabilities, such as advanced pipeline automation.
- ETL Tools & Orchestration: Experience utilizing workflow transformation and orchestration tools like dbt, Apache Airflow.
- Cloud Architecture: Foundational familiarity deploying data services within a major cloud landscape such as AWS, Google Cloud, or Microsoft Azure.