✨ About The Role
- Research, implement, and optimize machine learning approaches to enhance simulation variation and fidelity
- Collaborate with cross-functional teams to integrate new ML techniques into production simulator
- Develop scalable cloud pipelines for machine learning solutions in 3D simulation
- Enhance rendering and tooling for generating realistic data at scale
- Contribute to creating rich and diverse 3D environments, humans, and environmental conditions
âš¡ Requirements
- Experienced machine learning engineer with a background in 3D vision techniques and algorithm design
- Proficient in C++ and Python with a strong understanding of modern 3D vision approaches like CNNs and Diffusion
- Skilled in generating realistic 3D environments and content, with experience in human-centric 3D vision
- Strong mathematical skills and experience with probabilistic techniques
- Bachelor's, Master's, or PhD in computer science, mathematics, physics, or related field preferred