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automotive systems · hydraulic components

辅助驾驶AI Planning工程师_BCSC

China · OnsitePosted 14 months ago
Machine learningSeniorFull Time
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辅助驾驶AI Planning工程师_BCSC

  • Shanghai, Shanghai, China
  • Full-time
  • Legal Entity: Bosch Innovation and Software Development (Wuxi) Co., Ltd. Shanghai Branch

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.).

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辅助驾驶AI Planning工程师_BCSC

  • Shanghai, Shanghai, China
  • Full-time

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