artefacts) | Advanced | AWS data services (S3, IAM, Glue, Lake Formation, EventBridge, CloudWatch, Lambda) | Intermediate–Advanced | Security scanning tools (Checkov, tfsec) | Intermediate | Data platforms (Snowflake, Databricks, DBT, Apache Iceberg) | Intermediate | Python (test automation, pipeline utilities) | Intermediate | SRE practices (SLIs/SLOs, chaos engineering, performance testing) | Intermediate | Compliance testing (encryption, tagging, data … + Terraform or CloudFormation) Hands-on experience with CI/CD pipeline testing (GitLab CI or equivalent) Familiarity with data platforms (Snowflake, Databricks, DBT, or AWS Glue) Python scripting for test automation and utilities Experience with compliance and governance requirements in regulated industriesPreferred: AWS certification (any level) Experience in financial ...