Sensor Sim - ML Engineer
Core
Developing production-grade sensor simulation tools by integrating generative machine learning techniques to model worlds and sensors (Lidar, Radar, Cameras) for autonomous systems.
Role type
Senior IC machine learning engineer (sensor simulation)
Builds
Generative sensor simulators and world models for autonomous vehicle testing
Domain
Autonomous driving / Physical AI / Sensor Simulation
Deliverable
production ML models
Required skills
Generative ML techniques, Agentic system design, Large generative model optimization, 3D geometry, Optical flow, Video generation, Machine learning foundations
Preferred skills
Generative World Models (Cosmos, UniSim, sora-style), Robotics simulation (IsaacSim, MuJoCo, Omniverse, USD), Synthetic data generation, Sensor characterization (Lidar, Radar, Camera)
Responsibilities
Drive research, development, and deployment of generative ML into sensor simulators; Collaborate with rendering and physics teams to fuse modeling techniques; Focus on projects with clear production value and customer impact
Seniority
Senior, hands-on IC
