ADAS System Application Expert_PS_RBCD
Core
Design and develop ADAS ground truth system perception software, including multi-sensor fusion detection, segmentation, tracking, and cloud processing pipelines, alongside innovative multi-model fusion algorithms for map and road network construction.
Role type
Senior IC ADAS perception software engineer
Builds
ADAS ground truth perception software and multi-model fusion modules for vehicle applications
Domain
Automotive / Autonomous Driving / Perception
Deliverable
production ML models
Required skills
Object detection, object tracking, semantic segmentation, depth estimation, multi-sensor fusion, map fusion, local map construction, road network construction, performance optimization for embedded systems, AUTOSAR architecture, SW development processes
Preferred skills
OpenCV, PCL, AI-based perception backbones, filtering and optimization algorithms, PnC, SD/HD map data structures, ROS, Python, C++, Linux
Technologies
C++, Python, ROS, Linux, OpenCV, PCL, AUTOSAR
Responsibilities
Design and develop multi-sensor fusion detection and segmentation algorithms; Develop tracking algorithms and process cloud pipelines; Create innovative multi-model fusion algorithms for map and road network construction; Optimize sensor fusion models for vehicle application performance; Collaborate with business units on requirement analysis and technology transfer
Seniority
Senior, hands-on IC