06 Sep
|
Sparix Global
|
India
06 Sep
Sparix Global
India
Job Title: Gen AI Developer
Responsibilities:
* Design, build, and deploy agentic AI systems capable of autonomous reasoning, tool use, and multi‑step task execution.
* Develop and maintain RAG (Retrieval‑Augmented Generation) pipelines, including retrieval strategies, vector indexing, and knowledge‑grounded AI applications.
* Build and orchestrate workflows using agentic frameworks such as LangGraph, LangChain (LCEL), AutoGen, crewAI, or similar platforms.
* Implement Model Context Protocols (MCPs) for tool integrations, API orchestration, structured system interactions, and scalable agent execution.
* Translate ambiguous business problems into robust, modular, and production‑ready agentic solutions.
* Evaluate and optimize agent performance, memory, planning, reasoning depth, hallucination reduction, and cost efficiency.
* Collaborate with ML engineers, platform engineers, and product teams to integrate agentic systems into enterprise platforms.
* Establish LLMOps / AgentOps best practices, including monitoring, observability, versioning, guardrails, and safety policies.
* Document system architectures, reasoning flows, and integration contracts for technical and non‑technical stakeholders.
Technical Skills – Must Have:
* Solid understanding of Agentic AI architectures, including planning, reflection, tool usage, multi‑agent collaboration, and decision loops.
* Hands‑on experience with RAG systems: embeddings, chunking strategies, hybrid retrieval, reranking, and evaluation.
* Advanced proficiency in Python, with experience building production‑grade AI services and automation layers.
* Practical experience with LangGraph, LangChain, AutoGen, crewAI, or similar agentic frameworks.
* Proven expertise in implementing MCPs, tool registries, API connectors, and external system integrations for agents.
* Deep experience working with LLMs (OpenAI, Anthropic, Azure OpenAI, Llama), including prompt engineering, tool calling, and structured outputs.
* Exp
📌 Gen AI Developer (India)
🏢 Sparix Global
📍 India