assets and metrics. Monitor and report on data quality, using lineage and metadata for diagnosis, root cause analysis... documentation (data dictionaries, glossaries, lineage, rule catalogues) accurate and accessible. Manage stakeholders...
discoverability, lineage visibility and metadata management. You'll also need to demonstrate expertise in designing and overseeing...
frameworks, including mapping, transformations, validations, and exception handling, ensuring data accuracy, lineage, and control...
assets and metrics. Monitor and report on data quality, using lineage and metadata for diagnosis, root cause analysis... documentation (data dictionaries, glossaries, lineage, rule catalogues) accurate and accessible. Manage stakeholders...
storage and transformation pipelines to training‑ready datasets Owning dataset versioning and lineage so every training..., lineage, and auditability from day one You are comfortable working with legal and compliance partners on sensitive data...
storage and transformation pipelines to training-ready datasets Owning dataset versioning and lineage so every training..., lineage, and auditability from day one You are comfortable working with legal and compliance partners on sensitive data...
lineage. A key part of the role is model governance, version control and quality assurance, including the extension...
, ontology, lineage, and metadata. Championing good data architecture practices across the organisation. Requirements...
frameworks covering access control, data lineage, observability, and data integrity. Production Ownership: Be accountable...
capabilities across diverse AI/ML use cases (e.g., model onboarding, registration, metadata capture, lineage, and lifecycle state...