Bosch

AIGC大模型算法工程师(自动驾驶方向)_XC

Bosch  •  Shanghai, CN (Onsite)  •  18 days ago
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Job Description

公司描述

职位描述

职位职责:

  1. 负责AIGC(人工智能生成内容)相关算法的研究、开发与优化,包括但不限于图像生成、视频生成、3D模型生成、文本生成图像/视频等,并将其应用于自动驾驶场景。
  2. 深入理解自动驾驶端到端算法模型(例如感知-决策-控制一体化模型),负责AIGC技术在其中创新性应用的探索与实现。
  3. 参与自动驾驶数据集的生成与增强,利用AIGC技术提高数据多样性、场景覆盖度及标注效率,为模型训练提供高质量数据支持。
  4. 负责AIGC模型在自动驾驶模拟器中的集成与测试,包括虚拟场景生成、动态目标生成、天气/光照条件模拟等,以提升仿真系统的真实感和测试效率。
  5. 持续关注AIGC及自动驾驶领域前沿技术,进行技术调研、论文复现及创新性算法设计,并将研究成果转化为实际产品功能。
  6. 与感知、规划、控制等团队紧密协作,将AIGC技术与现有自动驾驶模块进行有效融合,共同推动端到端自动驾驶模型的迭代与性能提升。
  7. 负责算法的工程化落地,包括模型训练、部署、性能优化及维护,确保算法在实际系统中的高效稳定运行。

职位要求

任职要求:

  1. 计算机科学、人工智能、自动化、电子工程等相关专业硕士及以上学历。
  2. 3年以上AIGC或相关深度学习算法开发经验,熟悉常见的生成模型(如GAN, VAE, Diffusion Models等)及其变种,并具备实际项目经验。
  3. 精通Python编程,熟练掌握PyTorch/TensorFlow等深度学习框架。
  4. 具备扎实的数学基础,熟悉线性代数、概率论、数理统计及优化方法。
  5. 对自动驾驶领域有浓厚兴趣,了解自动驾驶基本原理和模块(感知、预测、规划、控制等)。
  6. 加分项:具备自动驾驶相关项目经验,或有端到端自动驾驶模型研究与实践经验者优先。
  7. 加分项:有基于AIGC进行数据生成、场景仿真或虚拟测试经验者优先。
  8. 具备良好的英文文献阅读能力,能够跟踪国际前沿技术。
  9. 具备优秀的学习能力、问题解决能力和团队协作精神。

我们提供:

  • 具有竞争力的薪酬福利体系。
  • 接触行业最前沿AIGC与自动驾驶技术的机会。
  • 广阔的职业发展空间和个人成长平台。
  • 充满活力的团队和开放创新的工作氛围。

其他信息

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.

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