Principal Perception Engineer
5-8F TOWER C, 788 JINZHONG ROAD, 200052, CHANGNING, CN, China
CNY 360K-600K (estimate) Senior-level Full Time
Tasks
- Analyze CPU NPU DSP GPU resource performance
- Apply knowledge distillation
- Convert models for deployment
- Deploy perception models for autonomous driving on embedded platforms
- Improve inference efficiency and deployment performance
- Optimize models post processing and sensor fusion modules
- Optimize perception models for real time performance and accuracy
- Prune models
- Quantize models
Perks/Benefits
- N/A
Skills/Tech-stack
C++ | Knowledge Distillation | Model Conversion | Model Pruning | Network Compression | Neural Network | Neural Network Compression | Post-training | Post-training Quantization | Python | Quantization | Quantization aware training | Sensor fusion
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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