Data Migration Specialist

Position Objective
Owns the end-to-end migration of data from legacy systems into the target platform. Responsible for designing, building and executing scalable migration pipelines while ensuring data integrity, auditability and business continuity.
Key Responsibilities
Own full lifecycle of data migration (analysis, mapping, transformation, validation, cutover)
Design and build pipelines using Azure Data Factory
Develop transformation logic using Python / PySpark
Perform data profiling, cleansing and mapping across systems
Implement validation, reconciliation and audit processes
Troubleshoot and resolve migration issues
Work with business and technical teams to define migration rules
Document migration logic, mappings and processes
Support migration planning, sequencing and cutover strategy
Required Experience & Capability
Strong experience with Azure Data Factory
Strong SQL / SQL Server capability
Experience with Python and/or PySpark
...