Robust hands-on experience in Java and Apache Spark for distributed data processing and large-scale data applications.
Proficiency in Apache Airflow , including DAG authoring, workflow orchestration, and data pipeline automation.
Experience with GCP services such as BigQuery, Cloud Storage/Datasets , along with solid SQL fundamentals.
Valuable understanding of cloud-native data engineering principles, pipeline orchestration, and scalable distributed systems .