logic. Establish and mature MLOps practices including model packaging, deployment automation, monitoring, lineage..., and lineage. Experience building reliable, secure, and scalable data services for customer-facing or business-critical platforms...
, lineage tracking, staged rollouts, drift and performance monitoring, retraining triggers, rollback, and model governance...: CI/CD for ML, model and data versioning and lineage, monitoring, retraining, rollback, and governance at scale. Agentic...
, including inference logging, input/output capture, and end to end data lineage. Collaboration & Technical Leadership (10...
and lineage. Knowledge of project management methodologies. This is a Flex (Hybrid) role: 3 days in office;2 days work...
to define, validate, and maintain business definitions for data elements. Own data lineage and technical metadata across the...
, including methodology papers, system lineage diagrams, and process flows required for regulatory compliance and audit readiness...
for a healthcare data environment. Define and maintain data dictionaries, metadata standards, and data lineage documentation to ensure...
teams to ingest, transform, normalize, and model security and IT datasets, ensuring data quality, lineage, and trust...
Management Drive an understanding and adherence to the principles of data quality management including metadata, lineage...
activities to ensure models continue to perform as intended. Assess data quality and data lineage and partner with data...