Senior Perception Fusion and Deep Learning Engineer - Autonomous Vehicles
Tasks
- Collaborate with perception planning controls systems and platform teams
- Develop train and deploy perception or fusion models
- Evaluate perception fusion algorithms and KPIs for driving and parking
- Identify root causes for KPI variations across carlines regions ODDs and conditions
- Propose and prototype perception fusion solutions for new sensor configurations and platforms
- Triage and diagnose perception fusion issues
Perks/Benefits
- N/A
Skills/Tech-stack
3D Geometry | ADAS | BEV | C# | C++ | CAN bus | Camera | Computer Vision | Data Association | Deep learning | Digital Image Processing | Extended Kalman | Extended Kalman Filter | GNSS | IMU | Image Processing | Kalman Filter | Lidar | Linear Algebra | Linux | Multi View 3D Geometry | Multi-object Tracking | Multimodal Sensor Fusion | Nonlinear Optimization | Object Detection | Object Tracking | Perception Fusion | Python | Radar | Real Time | Real-time Systems | Sensor Calibration | Sensor fusion | Sensor modeling | Time Systems | Transformers | Uncertainty Modeling
Education
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