ADAS感知开发_BCSC

  • Full-time
  • Legal Entity: Bosch Innovation and Software Development (Wuxi) Co. Ltd Suzhou 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 Integrate and deploy ADAS deep learning algorithms on target SOC, enhance performances and reduce computational costs
  • Responsible for the SW & HW joint design & optimization of deep learning model, provide support for model development team.
  • Provide support for multi-sensors-based location, Mapping & Fusion ADAS module development

Qualifications

  • MS or Ph.D. degree in Computer Science, Machine Learning, Artificial Intelligence, Electrical Engineering or related field
  • Experience with C/C++ programming in an embedded Linux environment
  • Experience of embedded systems related to deep learning models
  • Experience with Python programming
  • Strong understanding of software development process and tools, including JIRA, Confluence, and Git/CMake/Docker/Conan
  • Familiarity with shell scripting languages, such as Bash
  • Knowledge of Deep Learning algorithms, such as CNN
  • Familiarity with deep learning inference, experience with quantization, pruning and etc.
  • Experience with GPGPU and CUDA, cuDNN, TensorRT
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