‑wide weight‑update patterns and lineage‑aware deployment strategies. Inference Runtime & Cross‑Account Productionisation..., lineage artefacts, and compliance documentation. Ensure ML systems meet governance standards for auditability...
governance, lineage, and audit frameworks. Experience working in Agile/Scrum delivery models. Knowledge of monitoring...
data profiling, lineage validation, source-to-target mapping, and root-cause analysis for data issues. Produce clear... (investment banking, risk, finance, compliance). Exposure to data governance concepts: critical data elements (CDEs), lineage...
, lineage and full traceability of data changes. Comfortable working in a secure environment with least-privilege access...
, including but not limited to Data Catalogue, Monitoring, Lineage and Data Loss Prevention capabilities. Data Governance...
support auditability, lineage, and regulatory requirements Skills/experience: Proven experience as a Principal / Lead...
foundation for advanced analytics and future AI/ML capabilities by driving strong data modeling, quality, lineage... of data governance, quality, and lineage tooling and practices (DQ frameworks, metadata catalogs, lineage capture...
, including but not limited to Data Catalogue, Monitoring, Lineage and Data Loss Prevention capabilities. Data Governance...
. Databricks, Snowflake, BigQuery). Deep understanding of data quality, governance, lineage, and observability concepts...
align with governance, security, and lineage standards (Unity Catalog). Implement automated data quality testing...