SAP Data Migration Specialists

Responsibilities
Execute data extractions from SAP ECC using SAP Data Services (BODS)
Query and analyze source and staging data using SAP HANA SQL.
Build, maintain, and optimize dataflows, workflows, and extraction jobs
Perform source data analysis and data profiling to identify data quality issues
Perform source to target field-level data mappings
Apply transformation rules, derivations, and validations SAP Data 
Translate functional mapping specifications into executable ETL logic
Load master and transactional data into SAP S/4HANA using Migration Cockpit and LSMW.
Execute mock loads and support cutover load activities
Analyze load errors, correct data issues, and reprocess loads as required
Validate data across source systems, staging, and S/4HANA targets
Reconcile record counts, balances, and key attributes based on defined validation criteria
Support defect resolution and retesting during mock cycles
Identify data quality issues such as duplicates, missing values, and invalid formats
Support cleansing activities in coordination with business data owners
Implement data correction logic within SAP Data Services where applicable
Support mock load cycles, dress rehearsals, and production cutover execution
Execute data loads according to defined load waves, object sequencing, and cutover schedules
Perform root-cause analysis of load and validation errors across BODS, Migration Cockpit, and HANA layers
Maintain and update mapping specifications and transformation logic documentation
Track, analyze, and remediate data defects using defined defect management processes
Validate data readiness prior to load execution (completeness, format, dependencies)
Work with functional teams to resolve data issues tied to configuration or business rules
Core Requirements
5+ years of hands-on SAP data migration experience
Strong experience with SAP Data Services (BODS)
Working experience with SAP HANA backend.
Practical experience using S/4HANA Migration Cockpit, LSMW & BDC.
Demonstrated experience with data extraction, mapping, transformation, and validation
Working knowledge of SAP master data objects (Customer, Vendor, Material, GL)
Experience handling large datasets and flat-file-based loads
Deep knowledge of SAP Table structures
Should be able to:
Executes assigned migration tasks within defined standards and templates
Collaborates with functional and technical team members to resolve data issues
Delivers assigned objects through mock cycles and cutover phases
Communicates data issues clearly and factually