XPENG

AI infra架构师

XPENG  •  Onsite  •  3 months ago
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Job Description

AI infra架构师上海全职芯片板块职位描述1. 基于新一代并行计算架构,负责设计、开发和优化底层算子库,以提升底层芯片的执行性能。
2. 与芯片/架构团队紧密配合,持续优化算子性能,逐步完善软硬件架构。
3. 分析算子/网络的性能瓶颈,提出性能优化策略,达成性能目标。
4. 深入优化平台的性能和硬件资源使用效率,优化AI模型的存储和计算资源利用,包括GPU/TPU、内存、带宽、存储等,提升系统的可靠性、性能和扩展性。
5. 持续关注并追踪学术成果和前沿技术,通过对业务需求的理解,推进并行计算架构在深度学习领域的应用。职位要求1. 具备优秀的工程实现能力,熟练掌握 C/C++、Python 等常用开发语言,编码规范与工程化意识良好。
2. 熟悉主流深度学习框架(TensorFlow、PyTorch 等),具备实际项目开发与性能调优经验。
3. 熟悉并行/异构计算体系结构,在 TPU/NPU/GPU 至少一种平台有 5 年及以上的开发与优化经验。
4. 有业界常用高性能库(CUDA、cuDNN、TensorRT、OpenCV 等)的开发或性能优化经验者优先。
5. 理解指令流水与计算机体系结构,具备面向性能的系统级思维与问题定位能力。
6. 具备良好的团队协作与沟通能力,能够清晰表达技术方案,与跨团队成员高效配合推进项目落地。 投递
XPENG

About XPENG

XPeng is a leading Chinese Smart EV company that designs, develops, manufactures, and markets Smart EVs that appeal to the large and growing base of technology-savvy middle-class consumers. Its mission is to drive Smart EV transformation with technology and data, shaping the mobility experience of the future. In order to optimize its customers’ mobility experience, XPeng develops in-house its full-stack advanced driver-assistance system technology and in-car intelligent operating system, as well as core vehicle systems including powertrain and the electrical/electronic architecture. XPeng is headquartered in Guangzhou, China. In 2021, the Company established its European headquarters in Amsterdam, along with other dedicated offices in Copenhagen, Munich, Oslo, and Stockholm.The Company’s Smart EVs are mainly manufactured at its plant in Zhaoqing and Guangzhou,Guangdong province.

For more information, please visit https://heyxpeng.com.

Industry
Automotive & Mobility
Company Size
1,001-5,000 employees
Headquarters
Guangzhou, CN
Year Founded
2014
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