model observability and drift detection capabilities from concept to adoption, in partnership with Data Science...
telemetry pipelines to monitor real-world model performance, data drift, and system health. Requirements Masters/PhD...
pipelines;Establish quantitative metrics for accuracy, robustness, drift, and recovery behavior. ROS & System Integration...
for agent interactions, A2A communication patterns, decision quality, data drift, and system reliability Lead technical...
;enforce drift detection, reviews, and automated testing. Runtime & Containers: Operate EKS/ECS and Lambda platforms;define...
schemas—ensuring zero "data drift" during rapid product iterations. Required Skills & Experience Experience: 7+ years...
infrastructure ensures adherence to standards, provides insight into drift detection, and guarantees consistent infrastructure...
. Infrastructure-as-code (IaC) enforces consistent standards, improves visibility into configuration drift, and enables reliable...
infrastructure ensures adherence to standards, provides insight into drift detection, and guarantees consistent infrastructure...
, clustering, XGBoost-based screening, RFE), OOT validation, drift monitoring (PSI/IV, SHAP shift), AUROC optimization Backend...