* Responsibilities
* Design and develop AI agents, super-agent/sub-agent architectures, and
agentic workflows using Python, LangChain, and LangGraph.
* Build production-ready AI solutions using Amazon Bedrock.
* Design and implement super-agent and sub-agent patterns for complex,
multi-step business workflows.
* Develop agents capable of tool calling, API invocation, information
retrieval, and multi-step task execution.
* Design prompts, tool definitions, structured outputs, agent state, and
workflow orchestration.
* Integrate AI agents with REST APIs, databases, enterprise applications, and
external services.
* Build RAG-based solutions using embeddings, vector databases/search, and
enterprise knowledge sources.
* Implement reliability mechanisms including error handling, retries,
validation, fallback strategies, and guardrails.
* Test, evaluate, and improve agent responses for accuracy, reliability, and
consistency.
* Develop clean, scalable, and maintainable Python services and APIs.
* Work with senior engineers and architects to integrate and deploy AI
solutions into AWS cloud environments.
* Required Skills
* Approximately 5 years of software development experience.
* Strong Python programming skills.
* Hands-on experience building Generative AI / LLM applications.
* Practical experience building and implementing AI agents or agentic
workflows.
* Mandatory hands-on experience with Amazon Bedrock.
* Robust understanding of super-agent and sub-agent concepts, architectures,
and orchestration.
* Experience with LangChain and/or LangGraph.
* Experience integrating LLMs through APIs.
* Hands-on experience with RAG, embeddings, vector databases, and vector
search.
* Strong understanding of:
* Prompt engineering
* Function/tool calling
* Structured LLM outputs
* Agent state and workflow orchestration
* Super-agent/sub-agent patterns
* RAG fundamentals
* Embeddings and vector search
* LLM response validation and error handling
* Experience building and consuming REST A
📌 AI Engineer – Agentic AI | Offshore (India)
🏢 Photon
📍 India