Solution Architect
(MLflow, Kubeflow, SageMaker). Docker/Kubernetes, cloud (AWS/GCP/Azure). CI/CD for ML, monitoring, drift detection...
(MLflow, Kubeflow, SageMaker). Docker/Kubernetes, cloud (AWS/GCP/Azure). CI/CD for ML, monitoring, drift detection...
observability tools (yes, even Happyface), including diagnosing drift and data quality issues. Partner directly with business... diagnosing bias, drift, and data quality issues. Demonstrated ability to independently take ambiguous, cross-functional problems...
environment. Hands-on experience with advisory workflows such as: Model management & drift handling Trading & allocations...
and post launch warranty. Additional responsibilities include: managing and analyzing lead/drift/pull vehicle performance...
detection, drift detection, predictive failure models, classification/regression) to identify mis-calibration, degraded...
vulnerability deltas, cloud security indicators, IAM changes, and compliance drift concerns. Participate in working groups...
mechanisms to manage model drift, accuracy, latency, cost, and user experience. Run experiments and evaluations to improve model...
practices including automated security policy enforcement, drift detection, and infrastructure vulnerability scanning integrated...
). Working knowledge of Spark or similar large-scale data tools and MLOps concepts (feature stores, evaluation pipelines, drift...
instance and environment strategy (prod/sub-prod topology, cloning and data masking, drift controls, Store app governance... lifecycle, MID server posture) and monitor for drift. Engage regularly with VP-level business and technology leaders;present...