About the job
About Roam
Roam is an innovative Applied AI lab dedicated to the development of World Models for immersive 3D environments. We are pioneering the transition from traditional 2D pixel representations to fully interactive 3D worlds. Our initiatives encompass everything necessary for perception, reasoning, and creation within 3D spaces, with diverse applications in simulation, design, and gaming.
Our primary focus is the gaming sector, where we specialize in 3D environment generation and understanding for interactive entertainment. Our cutting-edge technology empowers millions of users to create, explore, and share captivating worlds together.
Much like TikTok democratized content creation, our mission is to enable everyone to transform their ideas into games without requiring any technical expertise.
Since our inception earlier this year, we have achieved remarkable milestones:
Onboarded over 1,000 gaming and livestream creators (each with 100K–10M followers) ready to launch Roam games, collectively reaching an audience of over 250 million fans.
Assembled a dynamic team of 12 applied AI experts from leading organizations like ByteDance Seed, Nous Research, OpenCSG, and NASA, including seasoned technical founders and engineers who have successfully launched over 100 games.
Secured investment from notable backers including Google DeepMind, ByteDance, Anduril, Together AI, and Polymarket, alongside prominent founders and content creators.
Acquired a consumer product studio boasting over 11.5 million downloads.
About the Role:
In this role, you will delve into the intersection of applied AI and large-scale systems, concentrating on world generation pipelines, data-efficient training methodologies, and real-time optimization techniques. Your contributions will empower users to create, engage with, and monetize immersive games and 3D environments. Key responsibilities include:
Designing and implementing game generation pipelines utilizing LLMs and advanced agentic chains.
Enhancing game iteration cycles, model accuracy, and generation speed across mobile and cloud infrastructures.
Scaling the product effectively.
Establishing feedback loops that learn from player interactions and self-play to automatically test and enhance games in real-time.
Delivering context-aware creation through multi-turn dialogues and granular parameter control.

