XPENG

【26届校招】机器人机器学习基础设施工程师

XPENG  •  Onsite  •  22 days ago
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Job Description

【26届校招】机器人机器学习基础设施工程师深圳、上海正式智能制造 / 工业互联网 / 工业自动化 - 研发智能机器人板块职位描述作为小鹏机器人机器学习基础设施团队的工程师,你将参与并探索以下领域
1.研究和应用最新的大模型结构,工程优化和数据优化到机器人领域,提高模型训练效率和训练效果,探索硬件高效的模型设计方案
2.和算法团队以及其它基础设施团队紧密合作,支持多个业务团队的模型迭代
3.调研大模型及相关方向的前沿工程技术以及算法论文,落地最佳实践职位要求-计算机科学、软件工程、机器学习或相关领域的本科及以以上学历,硕士或博士优先。
-掌握pytorch的使用,对训练流程中主要模块的细节有深入研究
-对常见模型训练优化有了解,例如训练加速和显存优化技术
-具有扎实的编程能力且具有一定的算法理论基础,精通Python
-乐于探索前沿新技术并在实际场景中落地
优先条件:
-对常见机器学习平台的使用有了解
-理解深度学习原理和分布式训练框架(如deepseed&megatron&fsdp)
-有参与过LLM&VLM&VLA的预训练或者微调,了解模型的训练练评估细节以及模型结构设计
-有参与过端侧模型部署或者服务端模型部署,有推理框架开发经验或者算子优化经验
-有参与过训练数据的生成&清洗&评估 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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