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端到端算法开发_BCSC at Bosch Group

Shanghai, Shanghai, China -

Full Time

Start Date

Immediate

Expiry Date

08 Jul, 26

Salary

0.0

Posted On

09 Apr, 26

Experience

2 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

Skills

End-to-end model development, Autonomous driving, Large language models, Multimodal models, Generative models, Model quantization, Model distillation, Operator optimization, Python, C++, Data mining, Data annotation, Mathematics, Robotics, Artificial intelligence

Industry

Software Development

Description

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 负责自动驾驶中端到端模型得设计和开发，包括但不限于两段式端到端、一段式端到端、VLA等针对车端部署，开展模型算法层面性能优化工作，例如模型量化、蒸馏、算子优化等负责大模型自动驾驶数据集得自动化挖掘、标注及管理，优化大模型以提升自动驾驶系统得性能与其他算法、软件、Infra等团队紧密合作，确保算法在整体系统中有效集成 Qualifications 计算机科学、机器人、人工智能等相关领域的硕士/博士，2年以上自动驾驶、机器人相关经验具有大语言模型、多模态大模型、生成式模型等算法背景以及扎实的数学基础；具备扎实的编程能力，熟练掌握Python和C++编程语言； Legal Entity: Bosch Innovation and Software Development (Wuxi) Co., Ltd. Shanghai Branch

Responsibilities

Responsible for the design and development of end-to-end autonomous driving models, including VLA and two-stage/one-stage architectures. Tasks include model performance optimization for vehicle deployment and managing automated data mining and annotation for large models.