documentation (metric definitions, assumptions, and data lineage). Partner with Product and commercial teams to size opportunities...
consistency Maintain metadata, data lineage, and documentation for pipelines and models Business Intelligence & Reporting...
preferred) Microsoft certifications such as PL-300 (or equivalent) Exposure to Microsoft Purview for lineage and data...
, versioning, immutability, and lineage tracking. Configure MLflow experiment tracking — auto-logging of parameters, metrics...-level visibility, access-request workflows, lineage. Own platform operations — observability (CloudWatch, Datadog), logging...
Ensure data quality, governance, lineage, and documentation are incorporated into all solutions Optimize data processing... excellence and modern delivery practices: incident response (triage/rollback/mitigation/postmortems), data lineage & impact...
, including data access controls, data lineage, and standardization efforts Support system enhancements, onboarding of new data...
, or enterprise reporting ecosystems. Understanding of data governance, metadata management, master data management, and data lineage...
-forward, you will also develop working knowledge of upstream platform considerations (data quality, lineage, governance.... Considers upstream dependencies (ETL/ELT schedules, data quality checks, schema changes, lineage, and access controls) and helps...
of governance, lineage, and catalog tools such as Collibra, Alation, Atlan, Unity Catalog, or DataHub. Define security architecture..., and data-vault patterns. Experience implementing governance, lineage, and catalog capabilities. Solid grasp of cloud...
, reconciliation, lineage, orchestration, error handling, and recovery. Ensure these are built once and adopted broadly across the..., SLA tracking, pipeline health, reconciliation, anomaly detection, and lineage as core platform capabilities...