In this role, you will:
- Train and develop state of the art HD map prediction models.
- Develop algorithm and ML model for sensor fusion.
- Develop algorithm and tooling for data mining, dataset building and dataset analysis.
- Write on-vehicle software for model inference and model result post processing.
- Work with Mapping team to automate map creation process
Qualifications
- Strong math background and be comfortable with C++/Python
- Experience working with modern ML frameworks like PyTorch
- Knowledge of computer vision techniques and machine learning
Bonus Qualifications
- Experience with HD mapping, multiview geometry, 3D reconstruction, 3D representations, SLAM, sensor fusion, or object detection
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