Sr/Staff Perception Machine Learning Engineer
Michigan, United States
USD 156K-215K (estimate) Senior-level Full Time
Tasks
- Build evaluation pipelines for ML model testing
- Collaborate cross functional teams for system integration
- Deploy test and release perception algorithms to production vehicles
- Design implement optimize deploy machine learning models
- Develop deep learning object detection 2D and 3D
- Develop deep learning segmentation models
- Develop deep learning tracking models
- Develop multi-task learning models
- Integrate BEV transformer models for perception
- Perform sensor fusion with camera lidar radar and inertial data
- Propose software algorithms to improve autonomous driving capabilities
- Research perception algorithms for autonomous driving
- Train and evaluate perception models
- Validate and verify perception algorithms using prototype vehicles
Perks/Benefits
- 401k retirement plan
- Dental insurance
- Disability coverage
- Life insurance
- Medical insurance
- Paid Holidays
- Paid time off
- Vision insurance
Skills/Tech-stack
3D Point Cloud Processing | 3D point cloud | Agile Development | BEV Transformer | C++ | Camera Data | Cloud processing | Computer Vision | Debugging | Deep learning | Evaluation Pipelines | Image Segmentation | Inertial sensors | Lidar | Machine Learning | Multi-task Learning | ONNX | Object Detection | Object Tracking | Point Cloud Processing | PyTorch | Python | Radar | Sensor fusion | TensorRT | Testing
Education
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