About this role
Design, implement, and operate production-grade Generative AI and machine learning solutions to support NYU Langone Health's Remote Patient Monitoring initiatives, deploying, monitoring, and optimizing large language models and related services for clinical workflows, patient engagement, and operational use cases.
Skills for this role
Generative AILarge language modelsMLOpsLLMOpsPythonPyTorchTensorFlowModel fine-tuningPrompt engineeringRetrieval-augmented generation (RAG)Vector databasesEmbedding modelsSemantic searchMLflowKubeflowAirflowWeights & BiasesDockerKubernetesCI/CDModel quantizationInference optimizationModel versioningExperiment trackingMonitoring and observabilityData ingestionData preprocessingData validationModel evaluationHigh-performance computing (HPC) / clusters (Spark) / compute-intensive apps