ownership boundaries with Data Platform and Data Engineering, including integration versus pipelines, source of truth, lineage... workflows, embeddings, model gateways). Clear boundaries with Data/Analytics for data sourcing, stewardship, lineage, and MLOps...
: Set up data ownership, quality, security, and compliance frameworks;implement cataloging, lineage, access controls...
for data modeling, data quality, lineage, and observability across the organization. Guide evolution of data infrastructure...
. Proficiency in data governance, data lineage, tagging and segmentation. Excellent communication skills to present and explain...
lifecycle of advisor data, including canonical modeling, data contracts, quality, lineage, and consumer adoption—enabling... and defect management Lineage and impact analysis Partner with Data Governance to ensure: 100% catalog coverage of critical...
, streaming pipelines, etc.) Define standards for data quality, lineage, governance, metadata management, and platform...
governance standards (lineage, quality, completeness, accuracy, availability) critical to detection and reporting. Translate...
, including model artifacts, system architecture diagrams, validation protocols, and data lineage documentation to ensure...
. Strong understanding of data transformation, data architecture, data lineage, and data governance, complemented by hands-on coding skills...
, and AI workloads. Data Quality and Observability: Implement data quality checks, monitoring, lineage, and alerting to ensure trusted...