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...
, 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...
telemetry ingestion, streaming/batch processing, curated training/eval datasets, and reliable lineage and data quality. Build...
. 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...