端到端AI Planner_BCSC
Bosch Group • Shanghai, Shanghai, China
30 天前
职位描述
- Company Description* *Bosch China Innovation and Software Development Campus* *博世创新与软件开发中心* 博世创新软件开发(无锡)有限公司针对交通出行的电动化,自动化,互联化,个性化,提供面向未来的创新技术和前沿解决方案,加速针对中国市场的技术战略的实现和发展.博世软件中心主要发展方向包括智能网联汽车,智能座舱,自动驾驶,车路云协同,工业4.0,人工智能大数据,智能家居,嵌入式软件服务.博世中国创新与软件开发中心以软件为客户赋能,在汽车自动驾驶,氢燃料电池,重卡电驱动桥,多合一的控制器等多个领域取得创新研发成果. *Job Description* * Responsible for the design and coding of AI Planning models. * Responsible for creating training datasets, including mining real vehicle data and constructing simulation data. * Responsible for the design and coding of preprocessing and postprocessing for AI Planning models. * Responsible for the evaluation of AI Planning models, including open-loop and closed-loop evaluations in both simulations and real-world vehicle tests. *Qualifications* * Master’s or PhD degree from a well-known domestic or international university in Computer Science, Artificial Intelligence, Software Engineering, Automation, Vehicle Engineering, Mechatronics, Electronic Engineering, or related fields, with more than 3 years of work experience. * Strong programming skills, familiar with C++ and Python, and proficient in frameworks like PyTorch or TensorFlow; familiar with common data structures. * Solid foundation in AI theory, with rich research or engineering experience in at least two of the following technical areas : CNN, RNN / GRU / LSTM, Transformer, GNN, Diffusion, Imitative Learning, Reinforcement Learning, etc. * Passionate about the autonomous driving industry, with good communication skills and a strong sense of teamwork. * Bonus points : Experience in end-to-end autonomous driving R&D. * Bonus points : Experience in the mass production of advanced intelligent driving systems. * Bonus points : Publications in top AI conferences / journals (e.g., CVPR, ICLR, NeurIPS, ICML, etc.).