Assess SAP source systems and define secure, reliable extraction strategies for structured and delta data.
Develop and maintain data pipelines that ingest data from SAP into the data lake.
Use appropriate SAP extraction mechanisms, such as CDS Views, ODP/ODQ, standard extractors, SLT or APIs, according to the use case and architecture.
Design and implement the Medallion Architecture: Bronze for raw and traceable data, Silver for cleansed and conformed data, and Gold for business-ready data products.
Implement incremental loads, change data capture, orchestration, monitoring, retry mechanisms and data reconciliation controls.
Ensure data quality, lineage, security, access control, documentation and compliance across the data lifecycle.
Optimize pipeline performance, storage formats and processing costs for large SAP datasets.
Collaborate with SAP functional consultants, data architects, analytics teams and business stakeholders to translate requirements into reusable data products.
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