XPENG

深度学习平台研发工程师

XPENG  •  Onsite  •  2 months ago
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Job Description

深度学习平台研发工程师北京全职通用智能板块职位描述建设高效的深度学习基础服务,保障大规模训练稳定,为各类模型研发提供技术支撑,优化计算效率,支持算法团队业务需求落地
【主要职责】:
1. 负责深度学习平台的系统架构设计和研发工作,提供端到端的模型交付能力
2. 集成云原生能力,负责模型研发、训练、推理等相关功能,提升平台资源利用率和计算效率
3. 负责大模型训练/推理的监控、排障和容错
4. 持续运营,改进平台性能、易用性和稳定性,优化用户体验
【基本资格】:
5. 计算机科学,工程或相关领域的学士学位
6. 熟悉Linux开发环境,掌握Golang/Python等语言,具备良好的代码规范意识和文档编写能力
7. 熟悉云原生相关技术,如kubernetes、kubeflow、volcano等,具备二次开发经验
8. 熟悉微服务、数据库、分布式系统、缓存技术、消息队列等相关技术
9. 强大的解决问题能力,热爱技术,有较强的自我驱动学习能力,持续关注前沿技术发展
【期望资格】:
10. 相关领域的硕士学位
11. 深入理解深度学习理论,熟悉主流训练推理框架Pytorch/Deepspeed/Megatron/Triton/Vllm,故障定位和性能调优方向有相关项目经验
12. 参与过AI Infra相关项目,熟悉FlashAttantion、DLRover、Pytorch Elastic等社区项目
13. 具备大规模GPU集群的研发和实践经验,了解通用GPU架构、GPU虚拟化、RDMA高速网络和分布式存储技术职位要求-- 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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