building monitoring and incident response for crypto controls (certificate lifecycle, cipher/TLS baselines, key inventory/drift...
building monitoring and incident response for crypto controls (certificate lifecycle, cipher/TLS baselines, key inventory/drift...
telemetry pipelines to monitor real-world model performance, data drift, and system health. Requirements Masters/PhD...
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...
are fault-tolerant, performant, and secure. Implement model-monitoring and feedback loops for drift detection and accuracy..., retraining pipelines, drift detection, and model observability. Background in distributed systems or cloud infrastructure...
and manage security testing methodologies (e.g., adversarial testing, data drift monitoring) specific to machine learning models...
health, model performance analysis (e.g., drift detection), and business metric impact. Champion Automation & Efficiency..., Flink). Expertise in operationalizing ML models, including model monitoring, drift detection, automated retraining...
drift Establish and uphold engineering best practices across the backend organization, including code quality, testing... and guardrails, and monitoring for quality, latency, cost, and model drift. Nice to Have Experience building internal platforms...
, and monitoring (e.g Great Expectations/Monte Carlo/Bigeye) to catch metric drift and upstream integration issues before they reach...