Job Title:
AI Associate – Agentic AI Systems
Company: NMG Technologies
Location: Surat, Gujarat
Created: 2026-01-13
Job Type: Full Time
Job Description:
We are looking for an AI Associate with strong hands-on experience in building Agentic AI systems. This is a core engineering role requiring solid coding, system design, and real-world AI integration skills — not a no-code or prompt-only position.What You’ll Work OnDesign and deploy Agentic AI systems (single & multi-agent architectures)Build autonomous workflows using planning, memory, tool calling & agent orchestrationIntegrate LLMs with APIs, databases, CRMs, and enterprise systemsDevelop STT/TTS pipelines using OpenAI GPT-4o, Gemini Audio, AssemblyAIImplement real-time communication using WebSocket Streaming (WSS) & OpenAI Live APIArchitect scalable AI solutions using MCP architectureDeploy and manage foundation models via Amazon BedrockOptimize token usage, context windows, caching & Redis integrationBuild and expose APIs using FastAPIImprove accuracy and reduce hallucinations using RAG pipelines & embeddingsOptimize latency, cost, and performance in production environmentsMust-Have Skills2.5+ years of experience in AI / Backend DevelopmentStrong Python skills with production-level experienceHands-on experience with Agentic AI frameworks: LangChain, LangGraph, CrewAI, AutoGenExperience working with LLMs (OpenAI, Claude, Gemini, AssemblyAI, LLaMA, or open-source models)Strong understanding of REST APIs, JSON, WebhooksPractical experience with STT/TTS modelsExperience with WebSocket Streaming (WSS) & OpenAI Live APIEmbedding-based RAG pipeline developmentPrompt engineering for agent orchestrationAmazon Bedrock integration experienceToken management, caching strategies & RedisFastAPI for scalable backend services Good to HaveVector databases: Pinecone, FAISS, ChromaCloud exposure: AWS / AzureDocker, async systems, background workersVoice agent development (real-time audio, streaming pipelines)