Singapore
1 month ago

Job Overview

Job Type
Full Time
Pay
Not disclosed

Job description

Location:
Singapore
Work arrangement:
On-site

Role Summary

We are looking for an experienced Agentic AI Engineer / Architect to design, build, and scale autonomous AI agents and multi-agent systems. The ideal candidate will have hands-on expertise in LLMs, agent orchestration frameworks, and production-grade AI platforms.

Responsibilities

  • Design and develop autonomous AI agents with tool-calling, planning, reasoning, and memory capabilities
  • Build multi-agent orchestration and workflows using LangGraph, CrewAI, AutoGen, LangChain
  • Implement RAG, long-term / short-term memory, and context management for agents
  • Develop scalable backend services and APIs (FastAPI) for agent deployment
  • Architect resilient, event-driven and state-machine based agentic systems
  • Work on LLM infrastructure, vector databases, and MLOps for production scaling
  • Define evaluation frameworks, observability, and performance optimization for agents
  • Collaborate with product, data, and platform teams for enterprise integration

Requirements

Must-Have Skills

Python, LLMs / LLM APIs, LangChain, LangGraph / CrewAI / AutoGen, RAG, Prompt Engineering, Tool-calling / Function Execution, ReAct & Planning Loops, Vector DBs (Pinecone, Weaviate), FastAPI, System Design, Evaluation & Observability, Kubernetes, MLOps

Preferred Skills

  • Temporal, Event-Driven Architecture, Knowledge Graphs, Fine-tuning, Distributed Systems, Cost Optimization for LLMs, Enterprise API Integrations
  • B.Tech / M.Tech / MS in Computer Science, AI, or related field with proven experience in AI / GenAI / Agentic AI projects.
Role:
Agentic AI Engineer / Architect (Mid to Senior / Staff)
Job Type:
Full Time

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