Define and maintain testing methodologies for the full GCP data engineering stack
Develop and execute data quality frameworks using dbt tests and external tools
Implement integration and regression tests for ETL/ELT pipelines
Use emulators or dedicated test instances to test Spanner, Cloud SQL, and AlloyDB
Orchestrate comprehensive E2E tests via Cloud Composer/Apache Airflow or scripting
Embed QA in CI/CD pipelines and automate test execution

🎯 Requirements

5+ years in QA or software testing, including focused on data pipelines/data warehouses
Proficient in complex SQL and writing data validation queries
Strong experience with GCP data tools: dbt, BigQuery, Dataflow, Dataproc, Cloud Run, Spanner
Hands-on with data-quality frameworks: Great Expectations, Soda Core, dbt-utils, dbt-expectations
Familiarity with database emulators and test environment provisioning
CI/CD automation experience (Jenkins, GitLab CI, GitHub Actions)

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