Data Ingestion : Cloud PubSub, Data Transfer Service, Cloud IoT Core Data Storage : Cloud Spanner, Cloud Storage, Cloud Datastore, Cloud SQL, Cloud Bigtable, Cloud Memorystore Streaming Data Pipeline : Cloud Dataflow, Cloud Dataproc, Cloud Dataprep, Apache Beam Data Warehousing & Data Lake : BigQuery, Cloud Storage Experience working with DevOps tools such as GitLabs, Jenkins, CodeBuild, CoePipeline CodeDeploy, etc