P2B - Data Analyst Principal

• Lead end-to-end SAP data migration activities across large-scale SAP S/4HANA transformation programs.
• Analyze legacy data sources and SAP data models to define and execute source-to-target mappings for master and transactional data.
• Perform data profiling, quality assessments, root cause analysis, and data validation to ensure completeness, consistency, and accuracy.
• Drive data cleansing, enrichment, standardization, remediation, and reconciliation activities across multiple business functions.
• Design, build, validate, and execute migration datasets using SAP migration tools including SAP BODS, BDC, and other approved migration technologies.
• Develop reusable migration frameworks, automation capabilities, data quality controls, governance standards, and best practices to support scalable delivery.
• Apply advanced analytical techniques to identify data quality, integrity, redundancy, and integration issues, recommending sustainable solutions across the data lifecycle.
• Create dashboards, reports, metrics, and visualizations that provide actionable insights into data quality, migration readiness, risks, and program health.
• Establish and monitor enterprise data quality metrics and support ongoing data governance initiatives and compliance requirements.
• Support ETL development, transformation, load execution, mock conversions, dress rehearsals, cutover planning, production deployment, and post-go-live stabilization.
• Collaborate closely with business stakeholders, SAP functional consultants, solution architects, technical teams, and program leadership to ensure successful migration outcomes.
• Provide technical leadership, coaching, and mentoring to data analysts and project teams while promoting best practices in data management and governance.
• Stay current with emerging technologies including AI-assisted migration capabilities, SAP Business AI, SAP Joule, cloud data platforms, and modern data engineering practices.

• 10+ years of experience in data management, data analysis, data quality, or SAP data migration.
• Proven experience delivering SAP data migration workstreams within large-scale SAP S/4HANA transformation programs.
• Strong understanding of SAP S/4HANA business processes, data structures, and enterprise data models.
• Hands-on experience migrating both master and transactional data across domains such as Plan to Build (P2B), Material Master (MM), and Extended Warehouse Management (EWM).
• Strong expertise in data extraction, transformation, cleansing, reconciliation, validation, and migration execution.
• Experience with SAP BODS, BDC, ETL tools, SQL, NoSQL databases, and business intelligence platforms.
• Strong knowledge of data governance, data quality frameworks, profiling techniques, metadata management, and data catalog solutions.
• Experience developing migration rules, reusable frameworks, automation solutions, and governance standards.
• Ability to independently manage complex technical challenges while influencing cross-functional stakeholders.
• Strong communication, analytical, problem-solving, and project management skills.

Preferred Experience:

• Experience with SAP S/4HANA 2021 or later implementations and upgrade programs.
• Knowledge of SAP Business AI capabilities and SAP Joule.
• Experience leveraging AI-assisted tools for data profiling, mapping, migration acceleration, and quality assessment.
• Experience with Agile software delivery methodologies.
• Exposure to cloud-based data platforms, clustered computing, IoT technologies, and Big Data ecosystems.