Generative Ai Engineer

4 weeks ago

Industrial Area, India Impetus Full time

Job Description2–5 years of professional software engineering experience in Python.1+ years building production LLM/GenAI applications (agents, RAG, tool-calling systems).Hands-on experience with LangChain and LangGraph (you’ve built at least one non-trivial agentic workflow).Real project experience with Vertex AI and/or AWS Bedrock oe any other equivalent offeringsStrong FastAPI skills + async Python, Pydantic v2, WebSockets.Deployed containerized apps to Kubernetes (GKE preferred); comfortable with Docker, Helm, basic K8s concepts.Built and tuned RAG systems with vector databases and retrieval optimization.Expert at writing clear, reproducible prompts and familiar with advanced patterns (ReAct, Plan-and-Execute, Tree-of-Thought, etc.).Used LangSmith or similar observability tools in production.Comfortable with modern engineering practices: Git, CI/CD, testing (pytest + LLM eval), code reviews and Agile delivery methodologyRoles & ResponsibilitiesImplement agentic workflows and stateful graphs using LangGraph or equivalent frameworksAdd new tools and APIs to agents using MCP, A2A, function calling, or custom connectors (code + tests).Build and extend backend services with FastAPI, async Python, Pydantic models, and WebSockets.Write clear, production-grade prompts and tune them for high accuracy outcomeImplement RAG components using vector DBsRun and fix agents using LangSmith/LangFlow or equivalent frameworksWrite unit, integration, and evaluation tests for agents.Version-control prompts and tools in Git.Add simple guardrails and fallback logic as specified.Use GitHub Copilot, Cursor, Claude.Dev, or Windsurf heavily — we expect 30-50% of your code to be AI-assisted.

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