Senior Machine Learning Engineer (AI)

Location: Singapore

Company

Game development and art production organization creating tools, techniques, and content for console, PC, and mobile games, with an R&D center in Singapore.

What you will do

• Design and build agent workflows with LangGraph, LangChain, MCP, RAG, GraphRAG, and custom skills.
• Architect generative 2D, 3D, and video content pipelines using Stable Diffusion and open-source LLMs.
• Integrate AI workflows with digital content creation tools and game engines.
• Build evaluation frameworks and production systems with Python, FastAPI, AWS SageMaker, AWS Bedrock, and MLOps practices.
• Create proof-of-concepts to validate feasibility and translate technical constraints into practical roadmaps with product and creative teams.

Requirements

• 7+ years of experience building production systems with an ML or AI focus, or demonstrably equivalent transferable experience.
• Expertise in agent architectures, generative content workflows, or both.
• Strong Python proficiency and experience with AWS and modern AI stacks.
• Experience with LangChain, LangGraph, ComfyUI, or similar technologies.
• Ability to work independently in ambiguous problem spaces and choose pragmatically between existing models, fine-tuning, and simpler scripts.

Culture & Benefits

• Work with an R&D center focused on cutting-edge technology for gaming.
• Comprehensive medical healthcare for staff.
• Relocation support and international mobility opportunities.
• Access to in-house and external learning opportunities.
• Group outings and activities in an inclusive, diverse environment.