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Data Engineer – Data Migration & Quality Assurance(ETL Tester)

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Job Title: Data Engineer – Data Migration & Quality Assurance
Location: Infopark Kochi

CHISQUARE LABS is looking for a Data Engineer with a strong focus on data migration testing and data quality to help validate the movement of data from several PostgreSQL and other databases into our centralized data warehouse. This role ensures that the right data is delivered accurately, consistently, and ready to support mission-critical analytics and operational workflows

What You’ll Do

  • Data Migration & Validation

Testing and validation of data migration from multiple Postgres and other databases into the centralized data warehouse

  • Develop comprehensive test plans for comparing source and target datasets, verifying completeness, correctness, transformations, and referential integrity.
  • Conduct reconciliation using advanced SQL, profiling tools, and automated comparison scripts.
  • Investigate, document, and escalate discrepancies; work with engineering, QA and Data teams to drive resolution.
  • Support ETL / ELT Development
  • Monitor and troubleshoot issues
  • Support performance tuning and optimization of SQL transformations.
  • Data Quality & Governance
  • Define and implement reusable data quality checks (e.g., null checks, uniqueness constraints, business rule validation).
  • Build automated testing frameworks using tools such as Cursor, custom Python utilities.
  • Maintain clear documentation including data mappings, lineage, and testing artifacts to support auditable and compliant systems.
  • Cross-Team Collaboration
  • Partner with Product, Clinical Operations, and Analytics teams to understand data requirements and downstream use cases.
  • Communicate testing progress, risks, and findings in a clear and structured way to both technical and non-technical stakeholders.

What You Bring

  • 3–5+ years of experience in data engineering, data quality engineering, or data migration roles.
  • Advanced SQL proficiency, especially in PostgreSQL, including performance tuning and analytic functions.
  • Hands-on experience validating or testing large-scale data migrations or multi-source integrations.
  • Experience with ETL/ELT tooling
  • Familiarity with modern cloud data warehouses
  • Strong understanding of data modeling: star schema, normalization, SCD patterns, and best practices.
  • Proficiency in Python for scripting validation or automated testing.
  • Strong analytical mindset with meticulous attention to data accuracy and completeness.

Bonus Skills

  • Experience with automated data testing frameworks
  • Background in healthcare data, PHI handling, or regulated environments.
  • Experience with master data management or consolidating disparate operational systems.
  • Knowledge of CI/CD workflows and version control via GitHub

Job Type: Full-time

Pay: From ₹100.00 per year

Benefits:

  • Health insurance
  • Provident Fund

Work Location: In person

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