Bosch

自动驾驶端到端研究员(RAI)_CR

Bosch  •  Shanghai, CN (Onsite)  •  3 months ago
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Job 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.

职位独特卖点(USP):

1. 我们是博世人工智能研究中心,立足本土,为博世全球提供顶尖的人工智能解决方案

2. 本职位与国内顶尖大学的人工智能科研团队紧密合作

3. 团队成员80%以上有博士学位,来自世界顶尖学府,海外经历丰富,团队氛围融洽

职位内容:

1. 负责下一代自动驾驶端到端学习架构设计,探索基于大规模数据驱动的统一建模方法,实现从环境理解到行为生成的直接映射,突破复杂交通环境下决策鲁棒性与泛化能力瓶颈,构建具备人类驾驶水平的自动驾驶模型能力。

2. 围绕数据生成、模型训练与系统验证开展技术创新,构建从仿真到真实道路的闭环学习体系,通过大规模训练、快速迭代与系统优化,不断提升自动驾驶系统性能上限与场景覆盖能力,推动端到端自动驾驶技术的规模化落地。

Qualifications

我们希望你:

1. 计算机、人工智能、自动化、机器人等相关专业博士

2. 精通Python及PyTorch深度学习框架,具备扎实的算法基础和优秀的工程实现能力

3. 深入掌握模仿学习或强化学习,熟悉Diffusion/自回归等生成模型,有端到端自动驾驶模型研发经验

4. 流利的英语听说读写能力,有海外经历者优先

5. 在CVPR/NeurIPS/ICLR/ICML/等会议发表过相关论文者优先

Bosch

About Bosch

The Bosch Group is a leading global supplier of technology and services. It employs roughly 417,900 associates worldwide (as of December 31, 2024). According to preliminary figures, the company generated sales of 90.5 billion euros in 2024. Its operations are divided into four business sectors: Mobility, Industrial Technology, Consumer Goods, and Energy and Building Technology. With its business activities, the company aims to use technology to help shape universal trends such as automation, electrification, digitalization, connectivity, and an orientation to sustainability. In this context, Bosch’s broad diversification across regions and industries strengthens its innovativeness and robustness. Bosch uses its proven expertise in sensor technology, software, and services to offer customers cross-domain solutions from a single source. It also applies its expertise in connectivity and artificial intelligence in order to develop and manufacture user-friendly, sustainable products. With technology that is “Invented for life,” Bosch wants to help improve quality of life and conserve natural resources. The Bosch Group comprises Robert Bosch GmbH and its roughly 470 subsidiary and regional companies in over 60 countries. Including sales and service partners, Bosch’s global manufacturing, engineering, and sales network covers nearly every country in the world. Bosch’s innovative strength is key to the company’s further development. At 136 locations across the globe, Bosch employs some 86,900 associates in research and development, of which nearly 48,000 are software engineers.

Instagram: https://www.instagram.com/boschglobal/

Facebook: https://www.facebook.com/BoschGlobal

Glassdoor: https://bit.ly/3raTZnH

Imprint: www.bosch.com/corporate-information

Privacy statement: https://www.bosch.com/data-protection-notice-bosch-linkedin/

Industry
IT & Software
Company Size
10,000+ employees
Headquarters
Gerlingen-Schillerhöhe, DE
Year Founded
Unknown
Website
bosch.com
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