requirements (i.e. data lineage, data mapping/tracing control, reporting requirement, threats, assess management, PCI...
approved patterns. Implement data quality checks, validation logic, schema enforcement, and lineage tracking to ensure data..., and lineage tracking for production data systems. Familiarity with cloud-native data platforms, managed data services...
lineage Data quality standards Data stewardship practices Partner with business and IT stakeholders to ensure alignment...
data-quality expectations (integrity, lineage, reproducibility) and produce metrics that support governance and executive...
and unstructured data (standards, definitions, lineage, controls, stewardship) to improve reliability, reuse, and auditability. Lead...
: Ability to read and understand queries to trace data lineage and logic. SAS: Ability to read and interpret SAS code...
, and lineage to ensure transparency and reuse across reporting solutions. Support audit, risk, and governance initiatives...
across platforms such as AWS, Azure, or Google Cloud, including security, lineage, and metadata automation. Background establishing.... Experience governing AI/ML data practices including training data controls, bias assessments, lineage traceability...
strategies, lineage visualization, and automated metadata harvesting. Familiarity with regulatory frameworks impacting data... considerations (e.g., model data lineage, training data controls, bias auditing). Master of Business Administration (MBA...
, reporting templates, reporting cadence, data lineage mapping and controls, socialization plan, and leadership review...