Principal ML Engineer: Game AI & Generative Content Systems

Virtuos; Singapore; On-site; SGD 180,000 - 240,000; Full time

Benefits offered by this job

Relocation support

Medical healthcare

Learning opportunities

Mobility programs

Job summary

Virtuos, headquartered in Singapore, seeks a Principal ML Engineer who will own the lifecycle from PoCs to production-scale deployment as an individual contributor. You will build robust AI pipelines and agent architectures for cutting-edge game development.

You will work with Python, AWS, LangChain, LangGraph, and open-source tools to deliver scalable Gen2D/Gen3D/video generation workflows integrated with game engines. Excellent communication and collaboration are essential.

Qualifications

• 7+ years building production ML/AI systems.
• Expertise in agent architectures or generative content workflows.
• Comfort with ambiguity and rapid prototyping.
• Strong Python skills; experience with AWS, LangChain/LangGraph, and related stacks.

Responsibilities

• Design and build agent architectures for game AI workflows.
• Architect Gen2D/Gen3D/video generation pipelines integrated with DCC tools and game engines.
• Deploy robust, cost-efficient production systems using Python, FastAPI and MLOps practices.
• Collaborate with product/creative teams to translate constraints into realistic roadmaps.

Skills

ML production

Agent architectures

Gen content workflows

Python

Ambiguity tolerance

LangChain/LangGraph

Tools

LangChain/LangGraph

ComfyUI

AWS

Job description

Virtuos, headquartered in Singapore, seeks a Principal ML Engineer who will own the lifecycle from PoCs to production-scale deployment as an individual contributor. You will build robust AI pipelines and agent architectures for cutting-edge game development.

You will work with Python, AWS, LangChain, LangGraph, and open-source tools to deliver scalable Gen2D/Gen3D/video generation workflows integrated with game engines. Excellent communication and collaboration are essential.