Data Analyst

Job Description

Responsibilities

• Analyze legacy data sources and SAP data structures.
• Define and execute source-to-target mappings for master and transactional data.
• Perform detailed data profiling, quality assessments, and root cause analysis of data issues.
• Drive data cleansing, enrichment, standardization, and remediation activities across business functions.
• Build, validate, and execute migration datasets for multiple migration cycles.
• Support ETL development, data transformation, load execution, and reconciliation activities.
• Perform hands-on data validation and resolve migration defects through to closure.
• Develop migration rules, automation framework, establish reusable components to support factory model, data quality controls, and governance standards.
• Lead data readiness assessments and provide clear reporting on migration progress and risks.
• Partner with business stakeholders, SAP functional consultants, and technical teams to ensure successful migration outcomes.
• Support mock conversions, dress rehearsals, cutover activities, and production deployment.
• Take ownership of data issues, driving resolution and ensuring delivery against program milestones.

Required Experience

• Proven experience delivering SAP data migration workstreams on large-scale transformation programs.
• Strong SAP S/4HANA knowledge with a solid understanding of key business processes and data models.
• Experience migrating both master and transactional data across Plan to Build (P2B), Material Master (MM), and Extended Warehouse Management (EWM) domains.
• Build, validate, and execute migration datasets using SAP BODS(SAPs trademark ETL tool – Business Object data services) – good to have, BDC (Batch Data communication), and other migration tools.
• Strong ETL, data quality, data governance, and data management expertise.
• Hands-on experience with data extraction, transformation, cleansing, reconciliation, and migration execution.
• Ability to work independently, challenge stakeholders, and drive delivery in complex environments.
• Experience with SAP S/4HANA 2021 and higher implementations and upgrades is essential.
• Exposure to SAP Business AI capabilities and SAP Joule – good to have. within the S/4HANA ecosystem and leveraging AI-assisted tools for data analysis, data quality assessment, data mapping, and migration acceleration, is highly desirable and will be key differentiator for the candidate.

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