Define data types & requirements for the AppleCare Organization.Analyze testing requirements, designing and developing supporting tools and automation for test data.Implement Test Data Management processes and solutions by outlining data requests & support models. Develop strategies and tools to create or generate test data sets that accurately represent real-world scenarios and map to our test cases.Establish processes and tools for managing test data throughout the testing lifecycle, including data provisioning, refreshes, and version control. Ensure Data alignment across boundary systems.Maintain comprehensive documentation of test data sets, including their sources, characteristics, and usage instructions. Document any data transformation or preparation steps to facilitate data reuse and knowledge sharing.Continuously evaluate and improve the test data readiness processes to enhance efficiency and effectiveness.