Engineer Software Testing

Job description

Senior ETL & AI/ML Test Automation Engineer Must Have Technical/Functional Skills ETL & Data Testing

• Validate end-to-end ETL/ELT pipelines across enterprise data platforms.
• Perform Source-to-Target validation and reconciliation testing.
• Validate data transformations, aggregations, business rules, and lineage.
• Execute data quality checks on large-scale structured and semi-structured datasets.
• Perform schema, metadata, and Delta Lake validations.
• Write complex SQL queries for backend validation and data integrity testing.
• Validate CDC (Change Data Capture) and incremental data loading processes.
• Test batch and streaming data pipelines.

Databricks Testing

• Validate Databricks notebooks, Workflows, Jobs, Delta Live Tables, and Unity Catalog implementations.
• Test Bronze, Silver, and Gold layer data transformations.
• Verify workflow orchestration and dependency handling across Databricks jobs.
• Perform performance validation of Spark and PySpark transformations.
• Validate data quality frameworks implemented in Databricks.

AI/ML Testing

• Validate AI/ML model integrations within enterprise applications.
• Verify model scoring results and prediction outputs.
• Perform data drift, schema drift, and feature validation testing.
• Validate feature engineering pipelines and training datasets.
• Execute model input/output verification against expected business outcomes.
• Validate explainability, traceability, and auditability requirements.
• Test model deployment workflows integrated through MLflow, Databricks ML, Azure ML, or similar platforms.
• Validate GenAI/RAG workflows, prompt-response accuracy, and grounding mechanisms where applicable. Integration Testing

Perform end-to-end integration testing across

• Databricks
• Data warehouses o APIs o AI/ML services
• Cloud platforms
• Downstream reporting systems
• Validate data flow between source systems, data lakes, ML models, and consuming applications.
• Perform contract testing and API validation.

Test Automation

• Design and develop automation frameworks for: o ETL testing o API testing
• Data validation o ML model validation
• Build reusable test utilities using Python.
• Integrate automated tests into CI/CD pipelines.
• Develop automated quality gates for deployment validation.
• Generate automated execution reports and test metrics. required 6+ years of experience in ETL/Data Testing. 3+ years of experience testing Databricks or Spark-based platforms. Hands-on experience in AI/ML Model Testing or MLOps validation. Strong coding experience in Python and SQL.

Education

Bachelor's degree TCS Employee Benefits Summary

• Discretionary Annual Incentive.

Comprehensive Medical Coverage

• Medical & Health, Dental & Vision, Disability Planning & Insurance, Pet Insurance Plans.

Family Support

• Maternal & Parental Leaves.

Insurance Options

• Auto & Home Insurance, Identity Theft Protection.

Convenience & Professional Growth

• Commuter Benefits & Certification & Training Reimbursement.

Time Off

• Vacation, Time Off, Sick Leave & Holidays.

Legal & Financial Assistance

• Legal Assistance, 401K Plan, Performance Bonus, College Fund, Student Loan Refinancing.

Salary Range

$120000 - $130000 a year #LI-JH1 </div

Qualifications

BACHELOR OF COMPUTER SCIENCE