Data Engineer
standards. Adhere to project data governance controls, including metadata management, access controls, data lineage, PII...
standards. Adhere to project data governance controls, including metadata management, access controls, data lineage, PII...
engineers by providing clear, testable data specifications rather than embedding logic in code. Data Quality, Lineage & Trust... across domains lineage from source → model → output is traceable assumptions and limitations are explicit Support...
training and inference. Implement data versioning and lineage tracking to maintain data integrity. Work closely...
where required. Data Quality, Lineage & Governance Implement data quality rules, validation checks, and exception handling. Ensure... lineage, provenance, and auditability are embedded in pipelines. Support compliance with NHS DSPT, IG, and internal...
Governance and Quality: Understanding of data lineage, metadata management, and data quality processes and tools. Analytics...
, and scalability of project data exchanges. Establish robust governance frameworks-including data quality checks, lineage tracking...
, streaming, lineage) GPU and accelerated compute environments (NVIDIA frameworks, CUDA drivers, inference runtimes) General...
and govern master/reference data, data quality management, data cataloguing, data lineage, and traceability as foundational... best practices. Strong experience with data quality management, data cataloguing, metadata management, and data lineage tools...
governance, metadata, data lineage, and regulatory considerations for UK data. Experience integrating UK data sources...
data exchanges. Establish robust governance frameworks—including data quality checks, lineage tracking, and semantic...