✨ About The Role
- Research, implement, and optimize state-of-the-art machine learning approaches to enhance simulation variation and fidelity
- Collaborate with ML Researchers, Technical Artists, and Simulation engineers to integrate new ML techniques into the production simulator
- Build scalable cloud pipelines for machine learning solutions in 3D simulation
- Enhance rendering and tooling for generating realistic data at scale
- Contribute to generating rich and diverse 3D environments, humans, and environmental conditions
âš¡ Requirements
- Experienced machine learning engineer with a minimum of 7 years of relevant industry experience
- Proficient in C++ and Python with a strong background in 3D vision techniques like CNNs, Diffusion, and NeRF
- Skilled in algorithm design and optimization to improve simulation variation and fidelity
- Strong mathematical skills and understanding of probabilistic techniques
- Ability to collaborate with cross-functional teams including ML Researchers, Technical Artists, and Simulation engineers