Learning-based Planning and Prediction Research Scientist for Autonomous Driving_CR

Company Description

Do you want beneficial technologies being shaped by your ideas? Whether in the areas of mobility solutions, consumer goods, industrial technology or energy and building technology - with us, you will have the chance to improve quality of life all across the globe. Welcome to Bosch

Job Description

We are seeking a Perception Research Scientist to join our cutting-edge team in autonomous driving / industry 4.0 technology. In this role, you will conduct advanced research and development to design, implement, and improve perception algorithms and models for real-world autonomous systems and industry solutions. You will focus on delivering high-performance solutions to achieve safe, robust, and efficient perception capabilities for vehicles/robots. Experience in deploying perception solutions in real products is a plus, such as sensor fusion, object detection, segmentation, localization, and tracking etc. This position offers a unique opportunity to advance state-of-the-art autonomous driving technology and work with leading researchers and engineers in the field.

 

Key Responsibilities

• Research and develop scalable planning and prediction systems based on machine learning to generate safe and feasible trajectories for autonomous driving, covering aspects such as code implementation, model training, parameter tuning, and iterative optimization.
• Collaborate closely with the perception R&D team to ensure that the developed algorithms efficiently and safely support advanced intelligent driving functions.
• Stay up-to-date with cutting-edge machine learning technologies, explore their feasibility in autonomous driving prediction and planning, propose and implement practical solutions, and deploy them in real-world vehicles.
• Have a comprehensive understanding of machine learning algorithms, with the ability to quickly adapt to and drive the development of new technologies.

Qualifications

1. Master’s degree or above in Computer Science, Automation, Robotics, Artificial Intelligence, or a related field, with a strong foundation in mathematics and algorithms. Experience in autonomous driving R&D is preferred.
2. Familiar with current mainstream machine learning algorithms and proficient in one or more areas of algorithm research, including but not limited to CNN, transformer, diffusion, GNN, and reinforcement learning.
3. Strong programming skills, proficient in C++ and Python languages, as well as PyTorch or TensorFlow frameworks. A solid foundation in data structures and algorithms; experience in ACM competitions is preferred.
4. Passionate about the autonomous driving industry, with excellent communication skills and a strong sense of teamwork.
5. Familiarity with traditional motion trajectory planning algorithms is a plus, such as A*, lattice planner, RRT, etc.
6. Preference will be given to candidates who have published research papers at top conferences such as NeurIPS, ICLR, ICML, CVPR, RSS, CoRL, etc.

Additional Information

该职位内部推荐奖金为人民币10,000元整（仅限博世内部员工申请），具体请参见《博世中国内部推荐政策》

Internal Referral bonus of this vacancy:RMB 10,000 (Valid only for Bosch associates). For the detailed regulation, please refer to Bosch China Internal Referral Policy.