, completeness, and timeliness. Utilize mechanisms such as data lineage tracking, Risk Control Self-Assessments (RCSAs), Key Risk... Governance, Data Policy, Data Lineage, Data Models, Data Quality, Data Risk and Control Frameworks, Data Literacy, Reference Data...
governance, lineage, and audit frameworks. Experience working in Agile/Scrum delivery models. Knowledge of monitoring...
. Ability to build version-controlled pipelines with deterministic transformations, logging, lineage and full traceability...
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...
‑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...
support auditability, lineage, and regulatory requirements Skills/experience: Proven experience as a Principal / Lead...
with an emphasis on quality, lineage, metadata, and auditability. Define and enforce cloud architecture best practices, security... correct architecture patterns for workload deployment and ensuring governance ï‚· Managing data lineage and quality aspects...
. Familiarity with AI/ML applications, metadata management, and data lineage tracking. Excellent communication and stakeholder...
, and auditability. Produce Model Cards, documentation, and lineage artefacts needed for governance. Ensure that ML pipelines meet...
, lineage and full traceability of data changes. Comfortable working in a secure environment with least-privilege access...