shared AI safety tools such as model catalogs, metadata registries, and monitoring systems for bias, drift, and performance...
telemetry pipelines to monitor real-world model performance, data drift, and system health. Requirements Masters/PhD...
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 model drift, to identify and resolve infrastructure bottlenecks. Champion engineering best practices for scalability...
drift detection) Performs other duties as assigned Complies with all policies and standards Must be authorized to work...
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...
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...
like data drift, model decay, and changing market conditions Contribute to shared ML infrastructure and tooling while staying... with tools such as MLflow, Airflow, Spark, or Delta Lake Experience monitoring model performance in production (e.g., drift...
, and monitoring (e.g Great Expectations/Monte Carlo/Bigeye) to catch metric drift and upstream integration issues before they reach...
, stress-tests, drift detection. - Optimize models and pipelines for performance, cost, and efficiency. - Ensure...