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Data Scientist - LLM / RAG

Data Scientist - LLM / RAG

Adept ConsultingChennai
25 days ago
Job description

Job Title : Data Scientist Machine Learning & Generative AI

About the Role :

We are seeking a highly skilled and forward-thinking Data Scientist with 4+ years of experience in building intelligent solutions using machine learning (ML) and generative AI. This role is pivotal in advancing our AI initiatives, particularly in deploying RAG (Retrieval-Augmented Generation) pipelines and building autonomous agents using cutting-edge frameworks like AutoGen and LangGraph.

You will join a collaborative, fast-paced, and innovative environment where your contributions will directly shape the way we deliver AI-driven insights and products across the business. If you are passionate about working with large language models (LLMs), vector stores, and production-grade ML pipelines, this is the role for you.

Key Responsibilities :

  • Design, build, and deploy end-to-end ML and generative AI models, ensuring scalability and reliability.
  • Develop Retrieval-Augmented Generation (RAG) pipelines integrated with domain-specific data.
  • Build and maintain autonomous AI agents using frameworks such as AutoGen, LangGraph, or similar tools.
  • Collaborate with cross-functional teams to deploy AI applications on Azure cloud infrastructure (e.g., Azure ML, Web Apps, Azure Search, Foundry etc).
  • Fine-tune LLMs for specific business tasks using prompt engineering or model training techniques.
  • Work with embedding models, vector databases, and custom knowledge retrieval pipelines.
  • Ensure model robustness through MLOps best practices, including version control, CI / CD workflows, and containerized deployments.
  • Build APIs and services using frameworks like FastAPI or Flask for serving AI models.

Required Qualifications :

  • 4+ years of hands-on experience as a Data Scientist, ML Engineer, or AI Researcher.
  • Strong Python programming expertise with proficiency in machine learning and LLM-related libraries.
  • Proven experience deploying generative AI and RAG-based systems in production.
  • Deep understanding of Azure services, especially Azure Machine Learning, Web Apps, and Functions.
  • Strong grasp of RESTful APIs, microservices, and real-time ML inference pipelines.
  • Solid experience with vector databases (e.g., Qdrant, FAISS, Chroma etc.)
  • Preferred Skills :

  • Experience with AutoGen, LangGraph, CrewAI, or custom agent frameworks.
  • Working knowledge of embedding techniques and semantic search.
  • Familiarity with Docker, Git, and CI / CD pipelines for model deployment.
  • Exposure to OpenAI, Anthropic, Gemini, Claude, or similar LLM APIs.
  • Tools & Technologies :

  • Languages & Frameworks : Python, FastAPI, Flask
  • Cloud : Azure ML, Azure Web Apps, Azure Functions
  • LLMs & GenAI : OpenAI, HuggingFace, LangChain, AutoGen, LangGraph
  • Vector DBs : FAISS, Pinecone, Chroma, Qdrant
  • DevOps & Deployment : Docker, Git, CI / CD (GitHub Actions, Azure DevOps)
  • (ref : hirist.tech)

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