AI/LLM Software Engineer

0 - 10 years

8 - 9 Lacs

Posted:2 days ago| Platform: Naukri logo

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Job Type

Full Time

Job Description

  • - Design, develop, and deploy LLM-based applications for clinical and operational workflows (summarization, chat, reasoning, data extraction).
  • - Implement and optimize RAG (Retrieval-Augmented Generation) pipelines with vector databases (FAISS, Pinecone, or Vertex AI Matching Engine).
  • - Work hands-on with LLM APIs (OpenAI, Claude, Gemini, Mistral, Llama) for fine-tuning, evaluation, and productionization.
  • - Build and maintain AI microservices / APIs using FastAPI or Flask, integrated with FoldUnity platform.
  • - Implement Agentic AI workflows (multi-step reasoning, tool use, and task orchestration) using frameworks such as LangGraph, CrewAI, or Semantic Kernel.
  • - Collaborate with the Data Engineering and Product teams to ensure seamless integration of models with curated EHR and FHIR data.
  • - Conduct model evaluation and benchmarking (factual accuracy, hallucination control, latency).
  • Follow HIPAA-compliant development practices and ensure PHI safety and responsible AI usage

Requirements

Must have:

  • Knowledge of Agentic AI use cases autonomous task handling, reasoning chains, planning-execution loops.
  • Understanding of healthcare data formats (FHIR, HL7, clinical notes) is highly preferred.

Good to Have

  • Knowledge of MLOps, continuous evaluation pipelines, or model observability.
  • Experience integrating AI features into SaaS or API-first products.
  • Prior exposure to healthcare AI, clinical NLP, or population health analytics

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