AI Engineer – Multi-Agent AI Systems

Roles & Responsibilities

Job Responsibilities

• Design and build a reusable multi-agent AI system that supports multiple projects and use cases

• Define agent roles, responsibilities, and interaction patterns, including planning, coordination, and task handoff

• Implement agent orchestration using frameworks such as LangChain, LangGraph, CrewAI, or similar

• Integrate self-hosted LLMs as well as commercial LLM APIs

• Develop backend services in Python, including:

  • Agent orchestration and execution logic

  • Tool integrations 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 (review, approval, override)

• Implement agent evaluation and monitoring, covering:

  • Response quality and correctness

  • Performance and latency

  • Cost and resource usage

• Work closely with business users across departments to understand workflows and translate business needs into agent-based solutions

• Produce technical documentation, including system design, agent patterns, and usage guidelines

Job Requirements

• Diploma or higher qualification in Artificial Intelligence, Data Science, Computer Science, or a related field

• Strong hands-on experience in multi-agent AI system design and implementation

• Proficient in Python (backend) and React.js (frontend)

• Practical experience with LangChain, LangGraph, CrewAI, or similar AI agent frameworks

• Experience working with both self-hosted LLMs and commercial LLM services

• Familiarity with agent evaluation techniques and AI quality assessment

• Solid understanding of LLM limitations, including hallucinations and non-deterministic behavior

• Ability to design reliable AI 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

Tell employers what skills you have

Technical Documentation
CSS
Artificial Intelligence
Agile
System Design
Python
Communication Skills
Data Science
Orchestration
Business Development
API
Databases
Software Development