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AI Engineer

External
V-ELEGANT PTE. LTD. logoV-elegant · Singapore
S$48K–S$70K/yrContractUnknown6d ago
Information Technology
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Responsibilities

  • Design and build a reusable multi-agent AI system that can support multiple projects and use cases
  • Define agent roles, responsibilities, and interaction patterns, including planning, coordination, and handoff
  • Implement agent orchestration using frameworks such as: LangChain, LangGraph, CrewAI
  • Integrate both self-hosted LLM models and commercial LLM services
  • Develop backend services in Python, including:
  • Agent orchestration and execution logic
  • Tool integration and external API access
  • Backend APIs for frontend consumption
  • Develop and maintain frontend components using React.js, including:
  • User interfaces for interacting with AI agents
  • Visualisation of agent outputs and intermediate results
  • Human-in-the-loop workflows such as review, approval, and override
  • Implement agent evaluation and monitoring mechanisms, covering:
  • Response quality and correctness
  • Performance and latency
  • Cost and resource usage
  • Work with business users from different departments to understand requirements and workflows, and translate business problems into agent-based solutions
  • Produce technical documentation, including design documentation, agent patterns and usage guidelines

Requirements

  • Strong hands-on experience with multi-agent AI system design and implementation
  • Proficient in Python for backend development and React.js for frontend development
  • Practical experience using LangChain, LangGraph, CrewAI, or similar agent frameworks
  • Experience working with both self-hosted LLMs and commercial LLM APIs
  • Familiarity with agent evaluation approaches and AI quality assessment
  • Good understanding of LLM limitations, such as hallucinations and non-deterministic behaviour
  • Ability to design reliable systems with appropriate guardrails and human-in-the-loop controls
  • Strong communication skills and ability to engage business users with varying technical backgrounds
  • Able to work independently while collaborating closely with internal teams

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