Responsible for the design and implementation of the entire data closed-loop system for autonomous driving algorithms, processing billions of sensor raw and annotated data daily
Job Summary
Responsible for the design and implementation of the entire data closed-loop system for autonomous driving algorithms, processing billions of sensor raw and annotated data daily.
Develop and optimize cloud data processing pipelines for data cleaning, parsing, slicing, frame extraction, and annotation, aiming to process over 100,000 scenes of data daily.
Build a data mining system driven by rules and large models to improve corner case recall rate in collaboration with algorithm teams.
Matching Summary
Responsible for the design and implementation of the entire data closed-loop system for autonomous driving algorithms, processing billions of sensor raw and annotated data daily.
Skills & Requirements
Must-have
数据闭环体系设计与搭建
亿级传感器原始数据处理
云端数据处理pipeline开发
Python, C++编程
Linux操作系统
主流传感器数据处理
ROS2, DDS中间件
Nice-to-have
大厂/独角兽企业经验
定制数据格式经验
强问题解决能力
Key Requirements
2+ years autonomous driving data system experience