VIPER算法开发工程师_XC
Core
Develop and iterate lane perception algorithms for forward-facing camera units to enable L2/L2+ ADAS features in mass production.
Role type
Senior IC autonomous driving perception algorithm engineer
Builds
Production-ready lane detection models for embedded automotive chips
Domain
Autonomous driving / Computer vision
Deliverable
production ML models
Required skills
Transformer architecture design, CNN network structure, PyTorch, model quantization, pruning, C++, Python, BEV perception, lane detection methods
Preferred skills
Embedded platform deployment (Horizon, TDA4), handling long-tail scenarios (lighting, occlusion, worn lines)
Responsibilities
Design lightweight lane detection models, optimize for embedded chip compute constraints, improve robustness in challenging scenarios, deploy models to embedded platforms
Seniority
Senior, hands-on IC
