and modern cloud platforms, ensuring seamless data flow and integrity. Implement rigorous data quality, lineage, freshness... of dimensional modeling, star-schema architecture, medallion architecture, data quality frameworks, data lineage, Git-based source...
data critical business processes, data quality, lineage, and critical data elements Experience supporting regulatory (e.g...
standards such as: Unity Catalog, lineage, access controls Managing PII vs non PII access Documentation of tables, schemas.../backfills, dedup, auditability Data governance: Unity Catalog (preferred), lineage, access control patterns, PII handling...
activities Produce comprehensive documentation - mapping specs, design docs, runbooks, and data lineage records Provide regular...
standards such as: Unity Catalog, lineage, access controls Managing PII vs non PII access Documentation of tables, schemas.../backfills, dedup, auditability Data governance: Unity Catalog (preferred), lineage, access control patterns, PII handling...
environments. Knowledge of IBM Knowledge Catalog (metadata, lineage, governance). Exposure to IBM Manta for lineage and impact...
assessments, system analysis, and data lineage documentation. Testing & Quality Assurance Conduct end to end validation of ELT..., or similar streaming frameworks. Exposure to Monte Carlo Data Observability or similar data quality/lineage/monitoring platforms...
certificates, family lineage forms, affidavits, and legal documents to confirm eligibility and compliance with policy. o Maintain...
analysis activities. Conduct data lineage reviews to trace reported attributes from source systems through regulatory...
. Knowledge of data governance frameworks, metadata management practices, data lineage, and data quality concepts...