AI Data Scientist

7 - 12 years

14 - 18 Lacs

Posted:1 day ago| Platform: Naukri logo

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Job Type

Full Time

Job Description

About the Role

We are looking for a Data Scientist who is highly skilled in Python, Large Language Models (LLMs), Orchestrator Frameworks, and Multi-Agent Systems to build scalable, enterprise-grade AI solutions. The ideal candidate is hands-on, can convert real-world business problems into AI-driven workflows, and is comfortable working across cloud platforms, especially Microsoft Azure.

Key Responsibilities

  • AI/ML & LLM Development

    • Build, fine-tune, and optimize LLM-based applications using open-source and proprietary models.
    • Implement prompt engineering, retrieval-augmented generation (RAG), and evaluation pipelines.
    • Develop multi-agentic systems with logical coordination, communication flows, and tool integrations.
  • Multi-Agent & Orchestration Frameworks

    • Design AI workflows using LangChain, LlamaIndex, CrewAI, or equivalent orchestrator frameworks.
    • Implement autonomous agents, tool-calling strategies, memory modules, and context management.
    • Build scalable agent-to-agent communication pipelines for enterprise use cases.
  • Data Engineering & Applied Science

    • Build robust data ingestion, processing, and feature engineering workflows in Python.
    • Perform applied ML research and experimentation for structured, unstructured & multimodal data.
    • Create data-driven insights, predictive models, and performance reports.
  • Software Engineering & Version Control

    • Write clean, modular, production-ready Python code with strong software engineering discipline.
    • Use Git/GitHub for versioning, branching, reviews, CI/CD pipelines, and release management.
    • Collaborate with cross-functional engineering teams for integration and deployment.
  • Cloud Services & Enterprise Deployment

    • Develop and deploy AI services on Azure App Service, Azure Kubernetes Service (AKS), Azure Functions, Azure OpenAI, and Azure Storage.
    • Work with scalable architectures: microservices, serverless, containerized (Docker) applications.
    • Ensure enterprise-grade security, compliance, logging, monitoring, and observability.
  • AI Agents & Autonomous Workflows

    • Design agent-based solutions for automation, RAG, decision-making, and workflow execution.
    • Implement multi-agent architectures that utilize planning, reasoning, tool usage, and memory.
    • Integrate agents with enterprise apps, APIs, Databricks, ADLS, n8n, or custom AI tools.
  • Collaboration & Stakeholder Engagement

    • Work closely with product owners, architects, and business stakeholders.
    • Translate business requirements into technical solutions and present AI-driven proposals.
    • Document architecture, workflows, and model behaviors with clarity.

    Required Skills & Qualifications

    • 5-7 years of experience in AI/ML, Applied Data Science, or related fields.
    • Advanced proficiency in Python (Pandas, NumPy, FastAPI, Async frameworks preferred).
    • Strong experience with Git, GitHub workflows, and collaborative development.
    • Hands-on with LLMs (GPT, Llama, Mistral, Claude, etc.), RAG pipelines, and embeddings.
    • Proficient in LangChain, LlamaIndex, CrewAI, or similar agent frameworks.
    • Experience building AI Agents and Multi-Agent Systems.
    • Strong understanding of software scalability, distributed systems, and enterprise patterns.
    • Practical knowledge of Azure cloud services or other major cloud providers.
    • Familiar with Docker, APIs, microservices, and REST/GraphQL integrations.
    • Exposure to MLOps, CI/CD, monitoring tools, and production workflows.

    Good to Have

    • Experience with MCP (Model Context Protocol) for agent-based tooling.
    • Databricks, Spark, Delta Lake, and enterprise data platforms.
    • Experiment tracking (MLflow), vector databases (Pinecone/FAISS), or Neo4j.
    • Experience with autonomous workflow tools like n8n, Airflow, or Temporal.

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