CareerPlan

Senior Machine Learning Engineer

SingaporeFull-time2026-10-06 → 2026-10-17

Core

Design and build AI systems for game development, integrating state-of-the-art models into tooling for artists and developers to solve production bottlenecks.

Role type

Principal ML Engineer (Individual Contributor)

Builds

Agent workflows, Generative Content Pipelines (Gen2D/Gen3D/video), and production-scale ML systems for game engines.

Domain

Video Game Development / Applied AI

Deliverable

production ML models

Required skills

Agent Architectures, Generative Content workflows, Python, AWS (SageMaker/Bedrock), MLOps, LangGraph/LangChain, RAG/GraphRAG, Stable Diffusion, Open Source LLMs

Preferred skills

None stated

Technologies

LangGraph, LangChain, MCP, RAG, GraphRAG, Stable Diffusion, Open Source LLMs, Python, FastAPI, AWS SageMaker, AWS Bedrock, ComfyUI

Responsibilities

Design complex agent workflows; Architect Gen2D/Gen3D/video generation workflows; Build robust evaluation frameworks and deploy efficient systems; Navigate ambiguous problems by building PoCs.

Seniority

Principal, high autonomy IC