Senior/Staff Machine Learning Engineer, 3D Simulation
Core
Research, implement, and optimize machine learning approaches to improve 3D simulation variation and fidelity for autonomous robotics.
Role type
Senior/Staff IC machine learning engineer (3D simulation)
Builds
Production simulator for autonomous vehicles
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
Responsibilities
Research and optimize ML for 3D simulation fidelity, train 4D generative world models for rare scenarios, build scalable cloud ML pipelines, improve rendering tooling for realistic data generation
Seniority
Senior/Staff, hands-on IC
