Responsible AI controls, observability, and governance (catalogs, lineage, model registry, policy enforcement) across the stack... (AI focus) preferred. Experience with governed data/ML platforms (catalog, registry, lineage) and secure deployment patterns...
, data lakes, metadata management, lineage, and governance Working knowledge of cloud platform engineering practices: IaC...
control, auditing, model governance, and safe AI usage. Embed monitoring, lineage, PII handling, and policy constraints...
, pipelines, APIs) Data architecture (Lakehouse, storage systems) Metadata systems (catalogs, lineage) Governance, security...
pipelines, metadata/lineage, data quality/governance) with practical exposure to AI/GenAI (enterprise workflow integration...
data lifecycle management (ingestion, transformation, storage, quality, lineage, access/entitlements, confidentiality... in financial services. Technical/Domain: Familiarity with data management disciplines (quality, lineage, master/reference data...
, and scalability of distributed AI data systems operating at enterprise scale Implement observability, lineage, monitoring..., or knowledge graph systems Experience implementing observability, lineage, evaluation, and governance frameworks for AI-enabled...
decisions Lead the standardization of metadata practices across domains, ensuring discoverability, lineage, and governance...
, enabling improved data discoverability, lineage, and governance Design and evolve enterprise semantic data models, including... metadata and data management tools (e.g., data cataloging, lineage, or modeling platforms) Strong experience with cloud-based...
;metadata management, data lineage, and data governance Experience with data security and compliance (PII, CCPA, GDPR...