Staff Machine Learning Engineer, 3D - Singapore Efficiency Team
Tasks
- Accelerate 3D cleanup and retopology
- Assess game readiness and runtime constraints
- Build 3D tooling
- Define and run 3D evaluations
- Develop implicit representations for 3D workflows
- Implement neural rendering pipelines
- Lead cross-functional collaboration
- Measure geometric accuracy and topology quality
- Partner with artists to identify optimization targets
Perks/Benefits
- Disability insurance
- Health insurance
- Life insurance
- Paid time off
- Parental leave
- Relocation support
- Retirement benefits
Skills/Tech-stack
3D Aware Diffusion | C# | C++ | Differentiable Rendering | Experimental Design | Flow matching | Gaussian Splatting | Generative Models | Geometry Methods | Implicit Representations | JAX | LOD | Machine Learning | Mesh Processing | Nerf | Neural Rendering | Point Cloud | Point Cloud Learning | PyTorch | Python | Retopology | SDF | Statistical Analysis | TensorFlow | Texture mapping | UV mapping | VAEs | Variational Autoencoder
Education
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