At least 6 years of experience in data engineering. Strong experience with Python or Scala and Spark, processing large datasets. Solid experience in Cloud platforms (Azure or AWS). Hands-on experience building data pipelines (CI/CD). Experience with testing (unit, integration, etc.). Knowledge of SQL and NoSQL databases.