with Data Engineering on feature pipelines and data contracts. Own production health: drift detection, performance regression.../Kubernetes) and API development. Understanding of ML system design (data leakage, training-serving skew, drift). CI/CD...
, and data drift monitoring. * CI/CD Integration (8+ years): Build and enforce automated testing pipelines integrated...
and configuration standards Review and validate builds against approved designs preventing architecture drift Provide hands...
organization-wide standards for model optimization (latency, throughput, memory), multi-model orchestration, and drift detection...
. Align bolt holes for structural steel member with corresponding holes in previously placed steel pieces by driving drift...
misconfigurations, partial implementations, or policy drift. Audit & Lifecycle Management Ensure all implemented rules are properly...
including hallucination, prompt injection, and behavioral drift, and learn how to build guardrails and safety checks...
to identify and resolve "configuration drift". Customization: Developing custom scripts, custom fields, and utilizing plugins...
but not required Model versioning and lifecycle management Retraining strategies and monitoring (drift, performance) CI/CD for ML...
concepts such as model drift, inference, and Retrieval-Augmented Generation (RAG). You will be responsible for designing...