for delivery quality and technical excellence. Embed data quality controls, metadata and lineage requirements into engineering... reliability and data issue resolution. Experience embedding data quality, governance and lineage controls within engineering...
populations. Using novel FLEx-IDH transgenic mouse models and CARLIN lineage tracing, we are building spatially-resolved metabolic...
metamodels, controlled vocabularies, mappings, lineage, and domain-specific languages that make metadata actionable... vocabulary, mapping, lineage, transformation, and data content descriptions Build and maintain mappings between metadata...
. Preferred Skills Experience working in large enterprise data environments. Understanding of data governance, lineage...
with data governance/lineage and MLOps/ModelOps monitoring practices. - Experience designing exception workflows and control...
. 3. AI Data Governance, Privacy & Quality Data Lineage Automation: Implement comprehensive data lineage tracking...
, quality, lineage, and access approvals - Secure model deployment and operational monitoring for performance and drift...
to management views. Partner with ERP and Data/BI platform owners to define a coherent data lineage from voucher row through GL...
pipelines with MLOps frameworks (e.g., MLflow, Kubeflow) in partnership with ML engineers. - Implement data lineage tracking...
standards (case ID/activity/timestamp/attributes), pipeline reliability (quality/timeliness/lineage) and data/privacy compliance...