Senior Perception Engineer - Autonomous Vehicles
Tasks
- Collaborate with data collection and labeling teams to improve data quality
- Design and optimize 3D obstacle perception model architectures
- Develop multi sensor fusion deep learning models for obstacle perception
- Engineer loss functions and build KPIs for model performance
- Implement real time DNN solutions for embedded platforms
- Improve robustness accuracy and efficiency for autonomous driving perception
- Productize perception solutions for safety latency and software robustness
- Validate data and debug machine learning models
Perks/Benefits
Skills/Tech-stack
3D Computer Vision | Benchmarking | C plus plus | CUDA | Camera Calibration | Cameras | Computer Vision | Data labeling | Data verification | Deep learning | Extrinsic Parameters | Intrinsic Parameters | Loss Function | Loss function engineering | Multi Sensor | Multi-sensor Fusion | PyTorch | Python | Radar | Sensor fusion | Ultrasonic sensors
Education
Regions
Countries
States
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