XPENG

具身大模型Infra Engineer

XPENG  •  Onsite  •  4 hours ago
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Job Description

具身大模型Infra Engineer

深圳

全职

智能机器人板块

职位描述

  1. 大规模训练系统与 Scaling:面向可泛化、可持续 Scaling 的具身大模型(VLA Foundation Model),负责大规模分布式训练框架的设计、优化与迭代,支撑随数据量持续增长的训练需求,是基模能力持续突破的核心环节。 2. 训练性能优化与工程化落地:主导多模态大模型的训练性能优化——包括并行策略(数据/张量/流水/序列并行)、显存与通信优化、混合精度、算子与 IO 优化等,持续提升训练吞吐与资源利用率,缩短模型迭代周期。 3. 数据—训练链路建设:与数据、算法团队协作,打通「海量多模态数据→ 高效训练 → 快速验证」的闭环,保障数据规模增长下训练链路的稳定性与可扩展性。 4. 技术影响力:紧跟大模型训练系统与 infra 领域的国际前沿进展,通过关键技术攻坚沉淀方法论与基础设施,形成持续的技术影响力。

职位要求

  1. 教育背景:计算机、电子工程、人工智能、自动化等相关专业硕士及以上学历; 2. 算法与系统基础:具备扎实的机器学习/深度学习基础,深入理解大模型(VLM / LLM / VLA 等)的训练原理与工程实践; 3. 编程与工具能力:精通 Python / C++,熟悉 Linux 环境与网络/性能分析;熟练使用 PyTorch,深入理解 CUDA、NCCL 及底层计算/通信机制,具备优秀的系统级代码实现能力; 4. 核心专业技能:具有丰富的大规模训练平台经验,熟悉主流分布式训练框架(如 Megatron-LM / DeepSpeed / FSDP / Ray 等),有千卡级别及以上大模型训练的性能剖析与优化实战经验;有多模态/具身大模型训练经验者优先; 5. 综合素质:对具身智能(Embodied AI)及大规模模型 Scaling 有浓厚兴趣;具备良好的跨团队沟通协作能力与复杂系统问题的解决能力,能在"数据—算法—训练平台"多方之间高效推进项目。

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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