Full Stack Developer: Agentic Systems

Posted Yesterday
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Chennai, Tamil Nadu, IND
In-Office
Entry level
Information Technology • Consulting
The Role
Build production-grade full-stack AI products and agentic workflows using LLMs, memory, RAG, external tools, and real-time streaming. Design systems that plan, execute, recover from failures, maintain context, and provide reliable user experiences. Improve observability, fallback behavior, and evaluation processes while collaborating with ML, backend, product, and design teams to ship features from concept through production.
Summary Generated by Built In
About the Role

We are looking for a Full Stack Developer: Agentic Systems to build the product layer for AI-native workflows.

This role focuses on turning LLMs, agents, memory, and external tools into reliable, production-grade user experiences. You will design and ship systems where agents can plan, execute multi-step tasks, recover from failures, maintain context, and deliver consistent value across sessions.

Responsibilities
  • Build end-to-end product features across frontend, backend, and AI integrations
  • Design agent workflows that support planning, tool use, failure handling, and recovery
  • Integrate LLMs, memory, RAG systems, and external tools into production systems
  • Build real-time AI interactions using streaming, partial results, and low-latency responses
  • Improve reliability, observability, fallback logic, and production behavior of AI workflows
  • Collaborate with ML, backend, product, and design teams to ship features from concept to production
  • Iterate on AI workflows based on user behavior, evaluation results, and observed failure modes
  • Establish reusable patterns for building scalable agentic systems
Requirements
  • Strong full stack engineering experience across frontend and backend development
  • Solid understanding of system design, APIs, and production-grade architecture
  • Experience building with LLMs, RAG systems, agents, or AI-powered applications
  • Ability to work through ambiguity and make pragmatic engineering decisions
  • Strong ownership mindset with experience taking features from idea to production
Tech Stack & Skills

Core Engineering

  • Next.js, Node.js, Python
  • SQL and NoSQL databases
  • API design and backend architecture
  • Docker

AI & Agentic Systems

  • LLM integration using OpenAI, Anthropic, or open-source models
  • Agent workflows, tool use, memory, or RAG-based systems
  • Streaming responses and real-time AI interaction patterns
  • Agent frameworks: LangChain, LlamaIndex, CrewAI, AutoGen, or similar
  • Vector databases: Pinecone, Weaviate, Qdrant, Milvus, or pgvector

Production & Reliability

  • Observability, reliability, fallback handling, and debugging in production
  • Experience with evaluation frameworks for LLM or agent performance
  • Experience with workflow orchestration systems

Nice to Have

  • Familiarity with prompt engineering, retrieval strategies, and context management
  • Experience building AI products beyond chat-based interfaces


Skills Required

  • Strong full-stack engineering experience across frontend and backend development
  • Solid understanding of system design, APIs, and production-grade architecture
  • Experience building with LLMs, RAG systems, agents, or AI-powered applications
  • Ability to work through ambiguity and make pragmatic engineering decisions
  • Strong ownership mindset and experience taking features from idea to production
  • Experience with Next.js, Node.js, and Python
  • Experience with SQL and NoSQL databases
  • Experience with Docker
  • Experience with agent workflows, tool use, memory, or RAG-based systems
  • Experience with streaming responses and real-time AI interaction patterns
  • Experience with agent frameworks such as LangChain, LlamaIndex, CrewAI, AutoGen, or similar
  • Experience with vector databases such as Pinecone, Weaviate, Qdrant, Milvus, or pgvector
  • Experience with observability, reliability, fallback handling, and production debugging
  • Experience with evaluation frameworks for LLM or agent performance
  • Experience with workflow orchestration systems
  • Familiarity with prompt engineering, retrieval strategies, and context management
  • Experience building AI products beyond chat-based interfaces
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The Company
Chennai, TamilNadu
487 Employees
Year Founded: 2009

What We Do

MulticoreWare delivers software IP Solutions and Engineering Services serving a wide group of customers with Compilers & Toolchains, Libraries for SDK, Video codec and AI analytics solutions using various vision & non-vision (Radar, LiDAR, IMU, GPS, etc.) sensors on various heterogenous computing platforms. Our solutions are used in Automotive (ADAS/AD), Surveillance, Defence, Medical Imaging, IoT, Retail, Logistics, Industrial, Robotics, Smart City. MulticoreWare’s industry-leading video codec products (x266™/x265/Ultraziq) have been deployed in live streaming or VOD services across many broadcast customers. FOLLOW US ON SOCIAL MEDIA Youtube: https://www.youtube.com/channel/Multicoreware Twitter: https://twitter.com/MulticoreWare Facebook: https://www.facebook.com/multicoreware Instagram: https://www.instagram.com/multicoreware.inc/

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