Use typical database, cloud, monitoring, and DevOps tools such as Google Cloud Console, BigQuery, Cloud SQL, Cloud Storage, Cloud Monitoring, Cloud Logging, Dataflow, Dataproc, Looker, Tableau, SQL Server Management Studio, Visual Studio Code, Git, CI/CD release tools, PowerShell, Python, and ticketing or incident management platforms.