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End-to-End Autonomous Driving Researcher (RAI)

Bosch GroupShanghai
On-site Full-time

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Experience Level

Experience

Qualifications

We are looking for candidates who:1. Hold a PhD in Computer Science, Artificial Intelligence, Automation, Robotics, or related fields.2. Are proficient in Python and the PyTorch deep learning framework, possessing a solid foundation in algorithms and outstanding engineering implementation skills.3. Have deep understanding of imitation learning or reinforcement learning, are familiar with Diffusion/Autoregressive generative models, and have experience in developing end-to-end autonomous driving models.4. Demonstrate fluency in English (listening, speaking, reading, writing); overseas experience is preferred.5. Have published related papers in conferences such as CVPR, NeurIPS, ICLR, or ICML.

About the job

Unique Selling Points (USP):
1. Join the Bosch Artificial Intelligence Research Center, providing top-notch AI solutions globally from a local perspective.
2. Collaborate closely with premier domestic universities' AI research teams.
3. Over 80% of our team holds PhDs from prestigious institutions worldwide, bringing rich international experience and fostering a harmonious team environment.

Job Responsibilities:
1. Design next-generation end-to-end learning architectures for autonomous driving, exploring unified modeling methods driven by large-scale data to achieve direct mapping from environmental understanding to behavior generation, overcoming decision-making robustness and generalization bottlenecks in complex traffic scenarios, and developing autonomous driving models with human-level capabilities.
2. Engage in technological innovation surrounding data generation, model training, and system validation, establishing a closed-loop learning system from simulation to real-world driving. Through extensive training, rapid iteration, and system optimization, continuously enhance the performance ceiling and scenario coverage of autonomous driving systems, driving the scaled implementation of end-to-end autonomous driving technologies.

About Bosch Group

Are you eager to shape beneficial technologies with your innovative ideas? At Bosch, you have the opportunity to enhance the quality of life globally across various sectors, including mobility solutions, consumer goods, industrial technology, and energy and building technology. Welcome to Bosch!

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