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ETL Testing

ETL Testing

Virtusa

0 years

0 Lacs

chennai tamil nadu india

Posted:2 days ago| Platform:

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Skills Required

etl testing data engineering versioning profiling test unity governance integrity drift model design regression calibration checks optimization verification stability monitoring mlflow tracking audit deployment python numpy integration

Work Mode

On-site

Job Type

Full Time

Job Description

Data Engineering QA Build automated validation for ETL ELT across batch and streaming implement schema contract testing versioning backward compatibility and data quality frameworks profiling anomaly detection completeness uniqueness
Databricks and Delta Lake Develop test suites for performance partitioning and ACID guarantees validate Unity Catalog permissions lineage and governance assure Feature Store integrity definitions freshness driftML Model Testing Design and execute tests for classification regression and time series models including champion challenger evaluations calibration checks counterfactual optimization output verification and drift stability monitoringMLOps and MLflow Use MLflow for experiment tracking model versioning reproducibility and audit trails enforce reproducible pipelines artifacts and deployment gatesPython QA Engineering Build robust Python test harnesses pandas numpy scikit learn for data matrix checks statistical validations synthetic data generation implement unit integration and end to end tests with CICD

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ETL Testing