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多任务学习算法工程师-XC

Bosch · Software Development · 158,647 employees
On-site Full Time Associate years ⏳ Open for 75+ days
Posted: December 28, 2024
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Job Description

Job Description

  • 负责行车/泊车场景下多任务学习算法的研发与优化,包括动态/静态感知等模型的联合训练;
  • 设计高效的多任务训练框架,提高任务间的协同效率和模型性能;
  • 研究多任务学习中的损失平衡、任务冲突解决等关键问题,提升模型的稳定性和泛化能力;
  • 基于真实驾驶数据和仿真数据进行模型训练、调优及部署;
  • 跟踪最新的多任务学习、深度学习和自动驾驶领域的研究进展,应用于实际业务场景;
  • 支持相关团队解决训练中的技术问题,并推动算法在自动驾驶系统中的落地应用。

Qualifications

  • 熟悉多任务学习的基本原理和相关技术(如共享参数、软/硬任务分配、权重动态调整等)
  • 熟悉常见的感知算法(Transformer/bev/occ 等)
  • 善于解决复杂问题,具有较强的分析能力和创新能力
  • 3年以上计算机视觉算法开发经验,具有自动驾驶领域多任务训练量产经验者优先
  • 学历要求:计算机科学、电子工程、自动化或相关领域硕士及以上学历,博士优先

Additional Information

 

 

 

Sobre Bosch

The Bosch Group is a leading global supplier of technology and services. It employs roughly 413,000 associates worldwide (as of December 31, 2025). The company generated sales of 91 billion euros in 2025. 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 t...

Software Development
Setor
158,647+
Funcionários
Gerlingen-Schillerhöhe, Baden-Wuerttemberg
Sede

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Job Information

  • Type Full Time
  • Work Arrangement On-site
  • Experience Associate years
  • Location Shanghai, Shanghai, China
  • Posted 1 year ago

About the Company

Bosch
Software Development

The Bosch Group is a leading global supplier of technology and services. It employs roughly 413,000 associates worldwide (as of December 31, 2025). Th...

158,647 employees Gerlingen-Schillerhöhe, Baden-Wuerttemberg Official Website
View Company Profile

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