自动驾驶感知及数据分析工程师
戴姆勒大中华区投资有限公司
- 公司性质：外资（欧美）
- 公司行业：汽车
职位信息
- 发布日期：2021-06-04
- 工作地点：北京
- 招聘人数：1人
- 工作经验：在校生/应届生
- 学历要求：本科
- 职位月薪：1-1.5万/月
- 职位类别：其他
职位描述
- Method and algorithm development, integration and validation for computer vision and deep learning based AD perception technologies.
- Camera data analytics and performance evaluation for AD perception components and algorithms.
- AD software and data analytics toolchain development, integration and validation.
- Definition of China specific requirements for autonomous driving.
- Cooperation with relevant departments of Daimler Research & Development in Germany for automated driving and driver assistance systems
- Working with the onsite project team and counter-teams in Germany and the supplier requirements for autonomous driving systems.
- Develop and optimize perception and fusion algorithms to fulfill universal/China scenarios.
- Develop novel data collection, preprocessing and annotation methods & tools for extended perception /fusion development.
- Keep up with latest trends and technologies to fulfill future research subjects and identify development needs.
- Define China’s specific requirement for perception solution from both sensor setup and algorithm perspective.
- Design systematical and scientifical method for perception algorithm evaluation.
- Contact with different compoment owners for failure analysis and optimization.
- Actively support to buildup and improve team processes.
- Understand and support the development of the RD China strategy.
Qualifications:
Education
Master in computer science, robotics, or a related field
Experience
- Industrial experience in big data, automotive field, AR/VR, or robotics preferred.
- Strong practical knowledge of software engineering and object-oriented software development.
Specific Knowledge
- Chinese native speaker with fluent English language skills, German language beneficial.
- Strong skill in C++ programming and scripting languages(Python among others) with large software system development experience.
- Good knowledge and practical experience in machine learning / deep learning technologies and algorithms.
- Strong knowledge in 2D/3D perception technology eg. computer vision, point cloud processing, and object tracking.
- Good knowledge in AD sensor technology(camera, radar, Lidar, etc.) and tracking/fusion theory(Kalman, IMM, PDAF, MHT, etc.).
- Experience in performance optimizations, writing efficient implementations, and software debugging.
- Inter-cultural competence and communication skills with various hierarchy levels.
- Independent and proactive working style, willingness to travel inside China and abroad to conduct system testing.
职能类别：其他