Total Experience: 8-10 years

Key Responsibilities

- Migration Strategy & Leadership: Lead end-to-end data migration tracks from initial scoping, legacy profiling, and planning through production cutover and deployment.
- Define comprehensive migration strategies, source-to-target mapping (S2T) documents, and fallback/rollback procedures.
- Coordinate with cross-functional stakeholders, including product owners, system architects, and business teams, to align on migration criteria and business logic.
- ETL Engineering & Orchestration: Design and optimize ETL/ELT pipelines to ingest, transform, and load massive scale datasets from disparate legacy systems into Azure Cloud.
- Build optimized migration frameworks inside Azure Databricks using PySpark, Delta Lake,



and Medallion architecture patterns.
- Orchestrate complex workflows and data movements via Azure Data Factory, managing incremental loads, scheduling, and error handling.QA, Data Quality & Reconciliation
- Establish the data validation framework, implementing rules for advanced data profiling, cleansing, deduplication, and survivorship.
- Author comprehensive test strategies encompassing System Integration Testing (SIT), User Acceptance Testing (UAT), regression testing, and final production validation.
- Build automated source-to-target reconcilia

📌 Data Migration Specialist (Toronto)
🏢 Zodiac Solutions
📍 Toronto