Staff Machine Learning Engineer, 3D - Singapore Efficiency Team
Riot Gamesabout 4 hours ago
Responsibilities
- Build assistive 3D tooling to accelerate cleanup, retopology, and other technical steps in the artist’s workflow.
- Partner with 3D modelers and environment artists to identify and optimize expensive modeling and texturing steps.
- Define and run evaluations for 3D results, quantifying the time returned to artists.
- Stay updated on developments in 3D ML and neural rendering to assess their applicability in production.
Requirements
- Master’s or Ph.D. in Computer Science, Statistics, Mathematics, or a related field with a focus on Machine Learning.
- Deep expertise in 3D ML, including mesh/geometry methods and neural rendering.
- At least 5 years of experience applying Machine Learning to real-world 3D problems.
- Evidence of working on state-of-the-art approaches through publications or impactful projects.
- Proficiency in programming languages such as Python, C, C++, or C#.
- Strong understanding of statistical analysis and evaluation techniques.
- Hands-on experience with Generative Models applied to 3D artist-assistive tools.
- Excellent communication skills for conveying complex concepts to non-technical stakeholders.
- Leadership experience, including mentoring and cross-functional collaboration, is desirable.
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 short-term and long-term disability.
- Play Fund for broadening knowledge of players and community through games.
- Company matching for donations of time and money to non-profits.