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Über
Perform data reconciliation between source systems and target datasets
Validate ingestion processes including batch and incremental loads
Test transformations, joins, aggregations, and business rules for accuracy
Extend and enhance existing data quality frameworks and rule sets
Implement validation checks for data completeness, accuracy, consistency, and quality.
Validate thresholds, alerts, and exception handling mechanisms
Support tracking of data quality metrics and trends
Develop and maintain reusable and scalable test scripts aligned with existing frameworks
Integrate and execute tests within CI/CD pipelines (e.g., Azure DevOps)
Support testing activities across environments (QA, Staging)
Ensure consistent and reliable execution of automated tests
Partner closely with Data Engineers and Data Quality Engineers to identify, troubleshoot, and resolve data issues
Participate in Agile ceremonies and contribute to sprint deliverables
Support defect triage, root cause analysis, and retesting
Ensure data accuracy and consistency for downstream consumption and business reporting in data visualization tools such as Tableau.
Required Skills & Expertise: 5+ years of experience in data validation, QA engineering, or SDET roles
Hands-on experience with creating Databricks notebooks and data pipeline validation
Strong proficiency in PySpark, Python, SQL, and Databricks notebooks
Experience working with and extending existing data validation or data quality frameworks
Strong experience in data reconciliation and large-scale data validation
Experience executing tests within CI/CD pipelines (e.g., Azure DevOps)
Strong analytical and problem-solving skills
Experience with tools such as Azure Purview andProfiseeMDMis preferred.
Sprachkenntnisse
- English
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