Collaborate to define and build test data acquisition approaches, focusing on provisioning and subsetting.• Document existing data retrieval mechanisms from various sources, building a test data inventory.• Gain business knowledge to categorize information by application, scenario, use case, and data type for effective test data categorization.• Partner with Full Stack Developer to integrate data retrieval into our new self-service test data portal for on-demand capabilities.• Define filtering criteria and metadata for optimal portal user experience and test data search/discovery.• Refine data reservation in the portal to prevent conflicts, ensuring test data integrity and data isolation.• Ensure queries are read-only via service accounts, meeting security/audit, and supporting data masking/anonymization for sensitive data.• Provide expertise on test data best practices: efficient retrieval, reusability. Transfer query structures and data needs, fostering a TDM culture.Required Skills:• 5+ years of proven Test Data Specialist experience with strong TDM principles: data subsetting, data generation, refresh, synthetic data.• Proficient in complex SQL queries for Azure SQL or similar, essential for test data extraction and manipulation.• Solid understanding of data structures, schemas, and stored procedures for effective data profiling and analysis.• Experience with QA teams and common test data challenges: data scarcity, privacy.• Strong analytical skills to identify, categorize, and prioritize test data for efficient test data mining.• Excellent communication and collaboration with technical and non-technical teams on TDM strategies.• Ability to work independently, manage tasks efficiently, and meet deadlines, especially when implementing TDM solutions.Desired Qualifications:• Experience with any of the TDM tools (Broadcom Test Data Manager, Informatica TDM, Delphix, GenRocket) and designing/implementing self-service portals for test data provisioning.• Familiarity with Agile methodologies, integrating TDM processes into sprints.3 must havesTDM 4/5Data cloud 4/5
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