and improve operational processes Support securitization data preparation by monitoring data quality, completeness, and lineage...
, creed, national origin, ancestry, lineage or citizenship status, age, disability, gender (including pregnancy, childbirth...
across data discovery and classification, lineage and metadata management, data quality and stewardship, retention and lifecycle... operating models. Experience with metadata management and lineage concepts. Knowledge of CMDB and asset management concepts...
& Ingestion Standards Set platform-wide standards for ingestion pipelines, Delta architecture, lineage, versioning..., and jobs. Strong grounding in data governance, data modeling, ingestion frameworks, schema enforcement, versioning, and lineage. Proven...
, lineage, or enterprise data architecture concepts. Experience working with APIs, S3/object storage, or cloud-native data...
, logging lineage Power Query (ETL patterns), advanced formulas, error handling Automation (Power Automate), parameterized...
Iceberg tables Implement automated data quality checks, validation rules, and anomaly detection Build lineage, monitoring...
of data governance, stewardship, and lineage requirements, supporting traceability and auditability objectives defined...-to-target mappings, and data lineage across enterprise applications Experience contributing to large-scale data migration, data...
, lineage, and analytical readiness Identify, assess, and align data sources required to support advanced analytics, agentic...-of-systems domains Familiarity with MLOps, model monitoring, evaluation automation, reproducible pipelines, data lineage, model...
definitions, naming conventions, and relationship patterns. Evolve ontologies over time while maintaining lineage, backward.... Governance, Lineage & Data Quality Ensure datasets and entities are fully documented with ownership, descriptions, and business...