, and reconciliation activities. Data Analysis & Data Governance Perform data analysis and data lineage investigations across risk... and communication skills. Data & Technology Strong SQL skills for data analysis and reconciliation. Experience with data lineage, data...
principles to data systems Designing for observability, lineage, and data quality Working in cloud environments (AWS or Azure...) AI / ML Data Experience Building feature pipelines and ML-ready datasets Supporting MLflow-based tracking and lineage...
quality, lineage, cataloging) Ensure solution designs align with enterprise architecture principles and standard Establish...
teams to implement metadata, lineage, and data quality frameworks using Microsoft Purview Support the design of DataOps...
(backup/restore posture, DR testing, patch/vulnerability closure, config drift);ensure metrics lineage and audit readiness... and controls - Monitor adherence to risk and control guidelines for data access and use. Data quality, reliability, and lineage...
AI, access controls, data lineage, and compliance requirements Experience running proofs-of-concept and technical evaluations...
follow — compatibility policies, CI gates, lineage, and documentation Strong analytics leadership: building metrics layers...
lineage validation and hand over to Data Quality manager for post-production monitoring. Conduct client impact assessments... regression testing at scale Schema, lineage and reconciliation testing Test automation and large dataset analysis...
: o Responsible AI usage (fairness, bias mitigation, explainability) o Data privacy, lineage, and compliance o AI risk classification..., monitoring, and guardrails o Data lineage, quality, and compliance Architecture Frameworks & Practices TOGAF or equivalent...
, you will ensure governance is built into change from the outset-supporting secure access, strong lineage, and scalable data... and procedures, data lineage, data ownership, and data quality best practice. You will also have expert experience in the application...