Homethrive · 1 day ago

Senior Data Scientist

United States

Full-time

Remote

Senior Level

7+ years exp

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Elder CareHealth Care

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Responsibilities

Build and fine-tune large-scale LLM-based models tailored to healthcare use cases.

Develop efficient RAG pipelines to ensure real-time, accurate retrieval of domain-specific data.

Architect and optimize vector search systems to manage embeddings and support intelligent queries.

Integrate vector databases like Pinecone, Weaviate, or FAISS with healthcare datasets.

Design scalable solutions for deploying AI systems in production environments.

Monitor and enhance model performance, latency, and robustness post-deployment.

Develop AI-powered chatbots to improve patient and provider interactions.

Implement guardrails (e.g., ethical AI, hallucination mitigation, compliance protocols) to ensure safety and reliability.

Work closely with data engineers to preprocess, clean, and secure sensitive healthcare data.

Ensure AI solutions adhere to healthcare standards like HIPAA and SOC2.

Collaborate with product, engineering, and clinical teams to align AI capabilities with business objectives.

Actively participate in team discussions to identify opportunities for AI innovation.

Qualification

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PythonML frameworksLarge Language ModelsVector databasesRAG workflowsAI chatbot developmentData scienceAI productionizationGuardrails for AINatural language processingAWS LambdaDockerECS