Machine Learning Engineer, 3D Simulation
Core
Machine learning engineer developing 3D simulation environments, humans, and conditions using reconstruction and generative models to accelerate autonomy.
Role type
Senior IC machine learning engineer (3D simulation)
Builds
Rich and diverse 3D environments, humans, and environmental conditions for robotics stack
Domain
Autonomous driving, 3D vision, generative AI
Deliverable
production ML models
Required skills
Python, C++, algorithm design, radiance field ML models, generative models for 3D/video, 3D reconstruction, probabilistic techniques
Preferred skills
Houdini, Maya, Blender, distributed systems, cloud computing, generative camera/lidar/radar/LWIR
Technologies
Python, C++, Houdini, Maya, Blender
Responsibilities
Research and optimize ML approaches for 3D simulation variation and fidelity; Train 4D generative and world models for rare scenarios; Build scalable cloud pipelines for ML solutions; Improve rendering and tooling for realistic data generation
Seniority
Senior, hands-on IC
