Agentic AI Engineer

Oxydata Software Sdn Bhd; Petaling Jaya; Hybrid; MYR 120,000 - 180,000; Full time

Job summary

Oxydata Software Sdn Bhd in Petaling Jaya, Malaysia, is hiring an Agentic AI Engineer to design and implement multi-agent AI systems for enterprise automation. The role targets professionals with 1–4 years of AI/ML engineering experience and hands-on work with LangGraph/CrewAI, N8N, and GPT Vision.

The position offers a permanent, hybrid arrangement with opportunities to deploy on self-hosted VPS and expose capabilities via FastAPI. Strong Python skills and proficiency in LLM APIs are required.

Qualifications

• Bachelor's degree in CS or related field.
• 1–4 years in AI/ML engineering with production experience in agentic or LLM-based systems.
• Hands-on experience with LangGraph and/or CrewAI.
• Proficiency in Python and reading JavaScript; strong prompt engineering.

Responsibilities

• Design and implement multi-agent pipelines with defined roles and communication.
• Develop supervisor/worker agent architectures for complex reasoning tasks.
• Build and deploy N8N automation workflows with triggers and data transforms.
• Integrate AI agents into larger business process automations with human-in-the-loop checkpoints.
• Implement tool-calling agents with API access and build custom tools.
• Expose agent capabilities via FastAPI endpoints and ensure observability.

Skills

Python

Prompt engineering

LLM APIs

API integration

Debugging

Education

Bachelor’s degree in Computer Science or related field

Tools

LangGraph

CrewAI

N8N

GPT Vision

FastAPI

OpenAI API

Claude API

Git

Docker

React.js

Linux

VPS/Cloud deployment

Job description

Job Openings Agentic AI Engineer

About The Job Agentic AI Engineer

Agentic AI Engineer

Location: Petaling Jaya, Selangor, Malaysia

Work Mode: Hybrid

Employment type: Permanent

Experience Level: 1-4 years

Work Eligibility: Applicants must have the legal right to work in Malaysia. Visa sponsorship is not available for this position.

Oxydata Software Sdn Bhd established since 2012, helping regional enterprises drive digital transformation through Agentic AI Services, AI Automation & Integration, Data Engineering, AI Training, and IT Managed Services. We are a lean, high-impact team where engineers work directly on cutting-edge AI products serving enterprise clients across Malaysia and the region.

We are seeking an experienced Agentic AI Engineer to design and implement advanced multi-agent AI systems that automate complex business processes for enterprise clients.

Responsibilities

• Design and implement multi-agent pipelines using LangGraph and/or CrewAI, including defining agent roles, task decomposition, inter-agent communication, and state management.
• Develop supervisor/worker agent architectures to enable complex, multi-step reasoning tasks.
• Build and deploy automation workflows using N8N, integrating triggers, conditionals, API calls, and data transformations.
• Integrate AI agents into broader business process automation pipelines, including designing human-in-the-loop checkpoints where necessary.
• Implement tool-calling agents with access to APIs, databases, search, and file systems, and build custom tools for agent consumption.
• Manage agent memory (short-term, long-term, episodic) for persistent workflows.
• Integrate GPT Vision or equivalent for document parsing, screenshot analysis, and visual data extraction.
• Develop multimodal pipelines that combine text, image, and structured data inputs.
• Integrate Retrieval-Augmented Generation (RAG) pipelines and utilise vector search for agent knowledge grounding.
• Apply prompt engineering for agent personas, reasoning chains, and output formatting.
• Deploy agentic systems on self-hosted VPS infrastructure, ensuring observability, logging, and robust error handling.
• Expose agent capabilities to frontend and external systems via API endpoints using FastAPI.

Requirements

Must-have

• Bachelor’s degree in Computer Science, Software Engineering, Artificial Intelligence, or a related field.
• Applicants must have the legal right to work in Malaysia. Visa sponsorship is not available.
• 1-4 years of experience in AI/ML engineering with hands-on production experience in agentic or LLM-based systems.
• Demonstrated production experience with LangGraph and/or CrewAI.
• Hands-on experience designing and deploying N8N workflows.
• Experience integrating GPT Vision or equivalent for image and document understanding.
• Proficiency in Python; comfortable reading JavaScript.
• Experience with LLM APIs (OpenAI API, Claude API), function calling, tool use, and structured outputs.
• Strong prompt engineering skills, including system prompts, chain-of-thought, ReAct patterns, and output formatting.
• Understanding of RAG fundamentals, including embeddings, vector search, and retrieval grounding as agent tools.
• Experience with FastAPI for exposing agent capabilities as APIs.
• Familiarity with Git, VPS/cloud deployment, basic Linux administration, and error handling for asynchronous workflows.

Nice-to-have

• Experience with LangChain or LlamaIndex for knowledge-base construction.
• MCP (Model Context Protocol) server development.
• Familiarity with AI-assisted development tools such as Cursor or GitHub Copilot.
• Experience with Docker for containerised agent deployment.
• Knowledge of CI/CD pipelines for agent workflow testing and deployment.
• Basic ability with React.js to build simple agent UIs or dashboards.
• Experience with structured output validation (e.g., Pydantic, instructor library).

Why Join Us

• Work on cutting-edge AI automation projects that directly impact enterprise operations.
• Collaborate with experienced engineers in a supportive environment that values innovation, continuous learning, and the practical application of AI to solve real-world business challenges.