- Working knowledge of Snowflake and SQL
- Solid SQL fundamentals: joins, aggregations, filtering, basic window functions
- Attention to detail for data profiling and validation work
- Ability to read and follow existing pipeline/transformation code
Nice to Have Skills:
- Exposure to IICS, DBT, or Airflow
- Prior internship/junior experience in data engineering
- Familiarity with data-reconciliation practices
- Basic scripting experience (Python or similar) for validation utilities"