performance improvements. Implement and maintain robust metadata management, data cataloging, lineage tracking, schema evolution... governance frameworks, master data management (MDM), data lineage, metadata management, data quality automation, security...
expertise with a strong understanding of AI workloads, focusing on ingestion, transformation, quality assurance, lineage..., and quality assurance at petabyte scale. Develop dataset versioning, lineage, and provenance tracking systems suitable...
understanding of data concepts (ingest, schema, normalization, tagging, lineage, quality assessment). Familiarity with query...
frameworks, including data quality rules, lineage, cataloging, and access controls Implement data reliability practices..., lineage, and governance policies to improve discoverability and trust Qualifications: Bachelor's or Master's degree...
across apps/infra/cloud/edge;ensure lineage and data quality for AI features. Own data governance: access controls, retention...
systems (batch + streaming) with data contracts, lineage, and strong data-quality patterns. Establish standards for the...
glossaries, data lineage maps, and metadata catalogs to ensure data accessibility, transparency and consistent KPI definitions... and continuously maintain data model diagrams, data mapping, lineage and transformation documentation that can be shared...
for data ingestion, validation, reconciliation, orchestration, lineage, and recovery. Plan and govern migration sequencing... and automated lineage. Experience leading parallel-run reconciliation and production cutovers. Leadership experience...
and analytics delivery lifecycle, including change management, access provisioning, data quality controls, lineage and metadata... credibly on data lifecycle controls, data quality, access and entitlements, lineage, metadata, and operational discipline...
, RBAC-based graph security models, data lineage tracking, and ontology versioning strategies. Cross-Functional Strategic...