- Solid Python programming experience
- Advanced SQL
- DBT development
- Google BigQuery
- PySpark
- Data engineering and ETL/ELT pipeline development
- Data validation and reconciliation
- Data migration experience
Python Libraries & Frameworks
- Pandas
- NumPy
- PyArrow
- Pytest
- Great Expectations or similar data quality framework
- Google Cloud Python SDK