AI Full stack Lead Engineer

Ryan Specialty
Mumbai, Maharashtra, India

About the Role

We are looking for an AI Full Stack Engineer who can build complete, production-grade web applications powered by AI tools, LLMs, and autonomous AI Agents. You will design, develop, and deploy end-to-end solutions — from intelligent backend services and AI-driven APIs to polished, interactive frontends — leveraging the latest AI development platforms and agentic frameworks

Key Responsibilities

  • Design and develop full stack applications with AI-native features, integrating LLM APIs (OpenAI, Azure OpenAI, Anthropic Claude) into both frontend and backend layers
  • Develop RESTful and GraphQL APIs that expose AI agent capabilities to frontend clients and third-party systems
  • Build responsive, modern UIs using React / Next.js that interact with AI backends in real-time (streaming responses, tool call results, agent progress)
  • Implement Retrieval-Augmented Generation (RAG) pipelines using vector databases (Azure AI Search) for contextual AI applications
  • Leverage AI coding assistants (GitHub Copilot, Cursor, Claude Code) as core development tools to accelerate full-cycle engineering work
  • Containerize and deploy full stack AI applications to Azure / AWS using Docker, Kubernetes, and cloud-native CI/CD pipelines
  • Monitor, evaluate, and improve LLM-powered features through prompt engineering, fine-tuning, and feedback loops
  • Collaborate with product, data, and DevOps teams to ship AI-powered features from prototype to productionRequired Skills
  • Proficiency in Python (FastAPI / Flask) and JavaScript/TypeScript (React, Next.js, Node.js)
  • Hands-on experience building or integrating AI Agents with frameworks like LangChain, LangGraph, AutoGen, or CrewAI
  • Experience calling and fine-tuning LLM APIs — OpenAI, Azure OpenAI, Anthropic, or Gemini
  • Solid understanding of RAG pipelines, vector embeddings, and semantic search
  • Proficiency with containerization (Docker) and cloud deployment (Azure or AWS)
  • Experience with relational and NoSQL databases (PostgreSQL, MongoDB, Redis)
  • Familiarity with REST API design and integration patterns
  • Comfort using AI-assisted development tools (Copilot, Cursor, Claude Code) as day-to-day workflowNice to Have
  • Experience with Azure AI Foundry, Azure Machine Learning, or AWS Bedrock
  • Knowledge of MLOps practices and model monitoring
  • Exposure to multi-modal AI applications (vision, speech, document intelligence)
  • Understanding of prompt engineering strategies, chain-of-thought, and function calling
  • Contributions to open-source AI/agent projects

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Questions about this job

How do I apply for the AI Full stack Lead Engineer job at Ryan Specialty?

Use the apply link on this page: you apply directly with Ryan Specialty on LinkedIn. Before you do, score your resume against this job description on Fitboard. It shows which skills and keywords the job asks for that your resume doesn't show, so you can fix them first.

What skills does Ryan Specialty want for this AI Full stack Lead Engineer role?

The job description asks for Python (FastAPI / Flask), JavaScript/TypeScript (React, Next.js, Node.js), AI Agents with frameworks like LangChain, LangGraph, AutoGen, or CrewAI, LLM APIs — OpenAI, Azure OpenAI, Anthropic, or Gemini, RAG pipelines, vector embeddings, semantic search and containerization (Docker). Make sure your resume shows the ones you have, in the words the job uses: applicant tracking systems look for them.

How can I get a job at Ryan Specialty?

Apply to the Ryan Specialty roles that match your experience, and tailor your resume to each job description: for this role that means showing Python (FastAPI / Flask), JavaScript/TypeScript (React, Next.js, Node.js), AI Agents with frameworks like LangChain, LangGraph, AutoGen, or CrewAI. A resume that matches the job's own keywords is more likely to get past screening. Fitboard scores your resume against this exact job for free.

Is this AI Full stack Lead Engineer job remote or onsite?

This is based in Mumbai, Maharashtra.

Is it free to apply? Does Fitboard charge anything?

Applying is free: you apply directly with Ryan Specialty, and this job page and its apply link cost nothing. Checking your resume against this job is free too, with 3 free scans when you sign in and no credit card needed.

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