About this role
As a Staff Machine Learning Engineer on the AI Platform Team you will design, build, and deploy machine learning systems for predictive analytics, personalization, automation, and intelligent platform behaviors, and operationalize models at cloud scale. You will build scalable data pipelines, implement model observability and monitoring, and collaborate with cross-functional teams to integrate ML solutions into core platform features.
Skills for this role
PythonPyTorchTensorFlowScikit-learnMachine learning algorithmsStatisticsModel evaluationData pipelinesBatch processingStreamingAWSAzureGCPDockerKubernetesLarge Language Models (LLMs)Fine-tuningPrompt engineeringModel deploymentText embeddingsVector databasesRetrieval Augmented Generation (RAG)Model observabilityMonitoringDrift detectionA/B testingSparkRayLangChainLangGraph''AI agents''Feature stores''Real-time inference''REST APIs''gRPC