About this role
Hands-on technical contributor building and maintaining an AI context platform for healthcare, implementing end-to-end pipelines for unstructured ingestion, embeddings, vector indexing and retrieval, and delivering semantic layers and governed data products while ensuring operational reliability and AI safety/compliance.
Skills for this role
SQLPythonScalaJavaSnowflakeData modelingCloud data pipelinesUnstructured data processingSearch and retrievalEmbeddingsVector searchpgvectorPineconeWeaviateOpenSearchElasticSemantic retrievalHybrid searchRerankingLLM applicationsRetrieval-Augmented Generation (RAG)Agent tool interfacesEvaluation and observabilityKnowledge graphsSemantic modelingMetrics layersdbtIcebergLakehouse toolingMonitoring