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MulticoreWare

Full Stack Developer: Agentic Systems

Posted 2 Months Ago
In-Office
Chennai, Tamil Nadu, IND
Entry level
In-Office
Chennai, Tamil Nadu, IND
Entry level
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.
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We are looking for a Full Stack Developer – Agentic Systems to build the product layer for AI-native workflows by turning LLMs, agents, memory, and external tools into reliable, production-grade user experiences. 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 behaviour 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 behaviour, evaluation results, and observed failure modes

• Establish reusable patterns for building scalable agentic systems.



Requirements

Education:

Relevant degree in Computer Science, Information Technology, Electronics, or a related field.

Technical Skills (Must haves):

• Next.js, Node.js, Python

• SQL and NoSQL databases

• API design and backend architecture

• Docker

• 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 such as LangChain, LlamaIndex, CrewAI, AutoGen, or similar

• Vector databases such as Pinecone, Weaviate, Qdrant, Milvus, or pgvector

• Observability, reliability, fallback handling, and debugging in production

• Evaluation frameworks for LLM or agent performance

• Workflow orchestration systems

Need to have (Can be bridged):

• Strong understanding of system design, APIs, and production-grade architecture

• Ability to work through ambiguity and make pragmatic engineering decisions

• Strong ownership mindset with experience taking features from idea to production

Good to have (Not essential):

• Familiarity with prompt engineering, retrieval strategies, and context management

• Experience building AI products beyond chat-based interfaces

Preferred Qualifications (Optional):

Experience collaborating with ML, backend, product, and design teams to ship AI-native features from concept to production.

MulticoreWare Chennai, Tamil Nadu, IND Office

DLF IT Park Block 3, Ground Floor, Mount Poonamallee Road, Manapakkam, , Chennai, TamilNadu , India, 600089

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