graph/ontology, metadata services, schema governance, data contracts, and lineage. Data products: Commercial datasets... evolution, versioning, and compatibility. Implement data governance: lineage, cataloguing, access controls, retention...
modeling on large-scale datasets Data governance and metadata management knowledge - understanding of data lineage, cataloging...
, lineage and privacy-by-design. Engineering & DevOps CI/CD (Azure DevOps, GitHub Actions or GitLab), Git, automated testing...
transaction and customer data Data Quality, Lineage & Reconciliation – Ensuring traceability, accuracy and consistency...
lineage tracking. Connect to your business - Technology and Transformation Distinctive thinking, deep expertise...
scalability, governance, data structures and paradigms (Lakehouse, warehouse, etc), data lineage, shared runtime, common...
AI standards. Document and communicate data architecture, lineage, and metadata to promote transparency and facilitate reuse...
layers, certified datasets, and governed metrics. Data Governance & Quality: Catalog, lineage, privacy, and change control...
cataloguing and lineage. Implement and document data quality rules, retention policies, and data optimisation processes. Support... for source systems. Configure data lineage, glossary, and metadata structures to align with governance and compliance standards...
of RESTful APIs for ingesting and exposing data. Proven track record with data governance, quality, lineage, and security...