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