data streaming , Distributed Systems, Cloud Technologies, Python, Data transformation frameworks, Data pipeline orchestration tools, Messaging frameworks, Event-based architecture, Data engineering concepts

Spark - Pyspark, snowflake , S3, Efs, Lambda, Gcp, Plsql, Aws Ec2, Mulesoft, Data Warehousing, Python, AWS, Airflow, Step Functions, Modern Data Platform Fundamentals, Aurora, ETL Fundamentals, Lake Formation, EBS, dbt, Glue, Data Modelling Fundamentals, Athena

time travel , Pyspark, Kafka, Spark SQL, Photon autoscaling, Z-ORDER, Lakehouse Federation, DLT, CI CD, on-call readiness, Delta Sharing, Event Hubs, environment promotion, ABAC, file sizing, Workflows orchestration, unit data expectations, secrets, PHI controls, Unity Catalog, tests, PII, OPTIMIZE, Delta, rbac, dbt, Synapse integration, streaming patterns, MERGE SCD2 schema evolution enforcement

data streaming , Cloud Technologies, Web Technologies, Distributed Systems, Restful Apis, Python, Data pipeline orchestration tools, Data governance frameworks, Data transformation frameworks, Messaging frameworks, Event-based architecture, Data engineering concepts

snowflake , Java, Nosql, Rust, Data Modeling, Scala, Spark, Python, Sql, Azure Data Factory, Hive, AWS Glue, Data Warehousing, Redshift, Big Query, Airflow, IICS, Metallion, GCP Composer

Redshift, Sql, athena, airflow