Tech Lead - Data Quality

Job Description: Technical Lead - Data Quality & Migration Validation | Offshore, India | 10+ years

Anblicks is seeking a Data Quality Technical Lead to own the validation framework for a portfolio of data platform migrations: the reconciliation strategy, parallel-run comparison harness, and quality gates that decide every cutover.

Key Responsibilities

• Design and own reconciliation strategy and tooling: row-level, aggregate, and business-rule validation across migrations.
• Build the parallel-run comparison harness and tolerance models; define Go/No-Go quality gates.
• Set QA standards across delivery teams; support user acceptance and cutover verification.
• Lead QA engineers across concurrent client engagements.
  
  

Qualifications

• 10+ years in data engineering/QA; has led validation for large data migrations.
• Deep experience with validation strategies within data platform modernization programs (legacy to modern cloud platforms), including AI-enabled and accelerator-driven delivery, migration planning, data validation and reconciliation strategies, parallel runs, and cutover execution.
• Strong SQL and scripting; automated comparison frameworks (dbt tests, Great Expectations or similar).
• MarTech data (audiences, suppressions, campaign outputs) a plus.