snowflake , Aws Lambda, Amazon S3, Sql, ELT, Git, Gcp, Azure, Etl, AWS, Airflow, Prefect, Azure Data Lake Storage, CI/CD pipelines, dbt, Dagster, Infrastructure-as-Code, Cloud-native services

production readiness , Logging, Dashboards, metrics, AWS, automated anomaly detection, error budgets, service-level indicators, SRE, automation capabilities, distributed tracing, runbooks, alerting, measurable service health objectives, Capacity Planning, reliability engineering, operational controls, AI-assisted engineering practices, service-level objectives, observability