. Demonstrate an understanding of enterprise data concepts, including data quality, data lineage, master data, reference data...
, and regulatory objectives, while embedding integrity, lineage, and governance throughout the wider data estate and ensuring alignment... ecosystems, including Infosphere, Alation, Informatica, and Ataccama, supporting data quality, lineage, governance...
, and execution lineage to ensure safe autonomous operations. Incorporate predictive statistical and machine learning models...
precursor cells (OPCs), lineage-committed progenitor cells that proliferate and differentiate into myelinating oligodendrocytes...
, lineage, and robust control frameworks. AI & Automation: Identify automation opportunities and implement AI-driven...
gates, metadata, lineage, privacy, residency and access controls. Own monitoring, runbooks, incident response, resilience.... Data Controls - Good knowledge of contracts, schemas, quality, metadata, lineage, privacy, security and multi-tenant access...
and SDLC engineering: Practical experience building data governance, metadata lineage, quality checks, access control... by design: Collaborate with the Data Governance Lead to build automated data quality checks, lineage tracking, access controls...
, and consumption patterns Contribute to data modelling activities, helping define data structures, lineage, ownership... used to support data ingestion, transformation, and consumption Knowledge of data governance, lineage, security, privacy...
understanding of data modelling, ELT/ETL pipelines, and orchestration tooling (e.g. dbt, Airflow), including data quality, lineage...
and Apache Flink and/or Apache Spark with clear SLA's and repeatable deployment Implementing metadata, lineage and catalogue...