Cli, Aws Lambda, S3, Google Cloud Platform, Apache Spark, Data Quality, ECS, Data Warehousing Concepts, Databricks, Api Gateway, lakehouse patterns, analytics use cases, observability practices, schema evolution, data versioning, EKS, dimensional modelling, Delta Lake, streaming data pipelines, Data Validation