About this role
Build and scale PrizePicks' end-to-end machine learning platform to productionize models, enable low-latency real-time inference, and implement feature stores. Own MLOps practices including model deployment, monitoring, CI/CD, automated retraining, and observability for high-availability production ML systems.
Skills for this role
Machine Learning PlatformsMLOpsReal-Time InferenceLow-Latency Service DevelopmentFeature EngineeringFeature StoresModel DeploymentModel MonitoringCI/CD for MLAutomated Model RetrainingObservability for ML SystemsData Drift DetectionStreaming ArchitecturesApache KafkaApache FlinkGoogle Pub/SubRedisElasticsearchAmazon SageMakerGoogle Vertex AIVector DatabasesGraph DatabasesContainerizationDockerKubernetesCluster ManagementPythonGoC++Rust