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 DescriptionDevelop and implement algorithms for structured scene perception and understanding, including lane detection, traffic light and sign detection, road topology, and online map generation and updating.Develop image processing chain incl. ISP configuration on SOC, rule base compute vision processingDesigning software components and interfaces for algorithms, implement and test them in embedded systems.Conduct hardware accelerator block configure on SOC for image AI processingDepolyment of models on SOC of various SOC platforms

QualificationsMaster's degree or higher in Computer Science or related fields (e.g., Artificial Intelligence, image processing, Computer Science, Electronic Information Engineering).Profound knowledge in the fields of stochastics/statistics and machine learningKnowledge in Convolutional Neuronal Networks (CNN) and Transformer and practical experience with their implementation in one of the major machine learning frameworks Tensorflow or PyTorchGood knowledge in C++ or Python, especially practical experience in software development e.g. through participation in student competitions or contributions to open source projects is necessaryKnowledge in software design, clean code, cloud computing or embedded programming is desirableFamiliar with GPU, CUDA, cuDNN, TensorRT, etc.Team player, independent, pragmatic, analytical thinking, systematic and efficient approach, willing to learn and committed