BigQuery, DataFlow, Advanced Sql, Python, Logging, Dataform, Batch and streaming data processing, Data Catalog, Cloud Monitoring, Data lakehouse architecture concepts, Pub Sub, Dataplex, IAM Security controls, Java or Scala, Data ingestion frameworks, Analytics Hub, Data modeling and warehousing principles, CDC and incremental processing

data engineering , Java, Scala, Sql, Cloud Technologies, Gcp, Databricks, Azure, Python, AWS, Data Quality Management, Enterprise Data Governance

data integration techniques and best practices, Databricks Unified Data Analytics Platform, data governance and security principles, cloud-based data processing and storage solutions

snowflake , Pyspark, Apache Airflow, Gcp, Amazon Redshift, Azure, Kubernetes, Python, Aws S3, Apache Iceberg, Data Engineering Architecture, dbt Core, Databricks Lakehouse, Apache Polaris, Unity Catalog, DuckDB, Delta Lake

S3, Metadata Management, Redshift, Iam, Data Governance, Etl, orchestration frameworks, enterprise data cataloging, AWS data ecosystem, Lake Formation, Security, ELT pipelines, access control models, DataZone, Glue, data ingestion, Athena

Opensource, Kubernetes, Data Platform