Senior/Staff Machine Learning Engineer, Sensor Simulation
Tasks
- Analyze synthetic sensor data realism
- Build machine learning pipelines
- Characterize sensor data for autonomy performance
- Collaborate with autonomy infrastructure and systems teams
- Develop synthetic sensor simulation algorithms
- Evaluate synthetic sensor data utility
- Implement synthetic sensor data generation models
- Research synthetic sensor simulation methods
- Train and evaluate machine learning models
Perks/Benefits
Skills/Tech-stack
3D Geometry | Camera simulation | Deep learning | Gaussian Splatting | IMU noise modeling | JAX | Lidar Simulation | ML Pipeline | Machine Learning | Model Optimization | Nerf | Noise modeling | PyTorch | Python | Radar simulation | State Estimation | Systems programming | TensorFlow
Education
Regions
Countries
States
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