Data Migration Strategy & Planning
- Define and execute end-to-end data migration strategies.
- Analyze source and target data models.
- Identify data migration risks, dependencies, and mitigation plans.
- Develop data migration roadmaps, timelines, and cutover plans.
- Collaborate with business and technical stakeholders to define migration requirements.
Data Analysis & Mapping
- Conduct data discovery and source system assessments.
- Perform data mapping between legacy systems and target applications.
- Define transformation, enrichment, and validation rules.
- Prepare data migration specifications and mapping documents.
- Ensure data consistency across business processes.
Data Cleansing & Quality Management
- Perform data profiling and quality assessments.
- Identify and resolve duplicate, incomplete, and inaccurate data.
- Implement data governance and data quality standards.
- Work closely with business users to validate migrated data.
- Establish reconciliation and audit processes.
Migration Execution
- Execute data extraction, transformation, and loading (ETL) activities.
- Manage mock loads and production data loads.
- Perform trial migrations and cutover activities.
- Monitor migration performance and resolve migration issues.
- Support go-live and hypercare activities.