Sr. Data Analyst (SAP S/4HANA)

Blue Skies Consulting specializes in strategic business transformation through integrated technology, data, process, and people solutions. The Data Analyst will support SAP S/4HANA pre-migration data profiling, Master Data Management, data quality, cleansing, validation, and migration readiness initiatives while collaborating with business and technical stakeholders.

Responsibilities:

• Profile and analyze SAP Customer, Vendor, Business Partner, and related master data to identify completeness, consistency, duplication, validity, and migration readiness issues
• Support Master Data Management (MDM) and data governance initiatives by improving data quality and establishing profiling, validation, and cleansing standards
• Develop complex SQL queries for data profiling, reconciliation, exception reporting, source-to-target analysis, validation, and migration readiness
• Design and maintain data quality scorecards, dashboards, KPIs, and executive reporting to measure data quality, cleansing progress, and migration readiness
• Translate business requirements into SQL-based profiling logic, validation rules, exception reports, and business cleansing criteria
• Collaborate with Procure-to-Pay (P2P), Order-to-Cash (OTC), Supply Chain, Procurement, Finance, SAP functional, and technical teams to identify data gaps, conversion risks, and cross-functional dependencies
• Support business data cleansing by providing issue analysis, data extracts, root cause identification, prioritization, and remediation recommendations
• Document business rules, profiling methodologies, data quality findings, assumptions, scorecard definitions, risks, and migration readiness metrics
• Support source-to-target analysis, mock loads, data validation, reconciliation, defect investigation, and cutover readiness activities
• Escalate critical data quality issues with clearly defined business impacts and recommended corrective actions

Requirements:

• • Expert SQL and data profiling skills , including complex queries, data validation, reconciliation, exception reporting, and repeatable profiling outputs
• • Hands-on experience with SAP Customer and Vendor Master Data within SAP ECC and/or SAP S/4HANA environments, including Master Data Management (MDM) principles and data quality best practices
• • Ability to translate business requirements into actionable data rules , profiling logic, validation criteria, exception reporting, and business-ready scorecards
• • Bachelor's degree in Information Systems, Computer Science, Business Analytics, Supply Chain, Finance, or a related discipline
• • Minimum of 3 years of experience as a Data Analyst supporting SAP ECC and/or SAP S/4HANA data migration or transformation programs
• • Experience with SAP Customer, Vendor, and related master data objects
• • Strong understanding of Master Data Management (MDM), data quality, data governance, source-to-target mapping, validation, and data cleansing
• • Experience supporting Supply Chain business processes, including Procure-to-Pay (P2P) and/or Order-to-Cash (OTC), etc
• • Experience partnering with business stakeholders, Data Leads, SAP functional consultants, and technical teams to resolve data quality issues
• • Excellent analytical, documentation, communication, and problem-solving skills
• • Experience supporting SAP S/4HANA implementation or enterprise migration programs
• • Experience with SAP Master Data Governance (SAP MDG)
• • Experience with SAP Analytics Cloud (SAC), Power BI, Tableau, or similar reporting tools
• • Experience with SAP Data Services, Migration Cockpit, Informatica, or other enterprise migration tools
• • Experience supporting SAP data migration and migration readiness activities —including source-to-target mapping, mock loads, validation, reconciliation, and readiness reporting—is highly preferred