Staff Machine Learning Engineer

Position:
Staff Machine Learning Engineer, 3D

Company:
Riot Games

Location:
Singapore

Employment type:
Not Specified

Work Arrangement:
Not Specified

Short Summary:
Riot’s Singapore Efficiency team builds technology to enhance the creative process for modelers and environment artists in 3D game development.

Responsibilities:
- Build assistive 3D tooling using geometry methods, implicit representations, neural rendering, and UV/texturing.
- Partner with 3D modelers and environment artists to improve modeling, retopology, and texturing processes.
- Define and run evaluations for 3D results and quantify time returned to artists.
- Stay updated on developments in 3D ML and neural rendering.

Requirement:
- Master’s or Ph.D. in Computer Science, Statistics, Mathematics, or related field focused on Machine Learning, Data Science, or AI.
- Deep expertise in 3D ML, including mesh/geometry methods and neural rendering.
- At least 5 years of experience in applying Machine Learning to real-world problems.
- Proficiency in programming languages such as Python, C, C++, or C#, and experience with frameworks like PyTorch, TensorFlow, or JAX.
- Strong understanding of statistical analysis and evaluation techniques.
- Excellent communication skills and leadership experience.

Benefits:
- Full relocation support
- Full health insurance for you, your spouse, and children
- Open paid time off
- Retirement benefits with company matching
- Life insurance, parental leave, and disability benefits
- Play Fund for community engagement through games