Develop and test ML models and training datasets for sensor simulation using modern machine learning architectures. Collaborate with Sensor Sim, Perception, and V&V teams to evaluate and iteratively improve the fidelity of sensor simulation. The 3D Sensor Simulation team’s work is at the core of creating high fidelity synthetic data for training and testing AV AI, as well as real time sensor data for hardware-in-the-loop simulation.
Technical Qualifications & Language Requirements
- Python required; C++ is a plus
- Expertise in Pytorch or Tensorflow
- Demonstrable knowledge of genAI techniques such as flow matching, diffusion, or VAE
- Solid computer vision fundamentals
Bonus Qualifications
- Knowledge of RADAR or LIDAR preferred
- Familiarity with 3D graphics geometry representations
- Strong interest in autonomous vehicles
Compensation
The monthly salary range for this position is $6,500 to $9,500. Compensation will vary based on role, degree level and type, and benefits will be offered based on eligibility. Additional benefits may include medical insurance, 401k, and a housing stipend.
