智能驾驶安全功能端到端算法开发_XC
Core
Design and develop end-to-end algorithms for safety functions in radar, camera, and domain control systems, covering road models, traffic participant behavior prediction, and self-vehicle behavior decision planning.
Role type
Senior IC autonomous driving safety algorithm engineer
Builds
End-to-end safety algorithms (AEB/AES) and supporting simulation/analysis tools for ADAS systems
Domain
Autonomous driving / Intelligent transportation systems
Deliverable
production ML models
Required skills
End-to-end AEX (AEB/AES) development, road model design and fusion, behavior prediction, decision planning, ADAS safety regulations and performance boundaries, system and software architecture for ADAS safety, ASPICE, functional safety, and SOTIF methodologies, C++, Python, Matlab, AUTOSAR architecture, embedded model deployment, AI tools
Preferred skills
Visualization and data mining tool development, KPI evaluation and optimization
Technologies
C++, Python, Matlab, AUTOSAR, AI frameworks
Responsibilities
Design and develop end-to-end algorithms for road models, behavior prediction, and decision planning; Evaluate system performance KPIs, analyze issues, and optimize; Build and develop visualization, data mining, KPI evaluation, and simulation tools
Seniority
Senior, hands-on IC
