XPENG

【27届校招】多语言基座模型算法工程师

XPENG  •  Remote  •  7 hours ago
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Job Description

【27届校招】多语言基座模型算法工程师
北京
正式
研发 - 算法
职位描述
1.负责多语言、多模态基座模型的研发与优化,重点面向多语言理解与生成、多轮对话,以及图文、视频、语音等多模态交互场景。
2.参与大规模多语言、多模态预训练体系建设,包括语料构建、数据清洗与配比、训练目标设计、模型结构优化及训练稳定性提升。
3.负责多模态模型后训练能力建设,包括 SFT、RL、偏好对齐、拒答与安全对齐、工具调用,以及复杂任务中的对话理解、推理和执行能力增强。
4.跟踪多语言大模型、多模态大模型、对话模型及强化学习对齐方向的前沿进展,推动关键算法复现、优化与落地。
职位要求
1.计算机、人工智能、电子信息、数学等相关专业本科及以上学历,硕士/博士优先。
2.熟悉 Transformer、大语言模型、多模态大模型或对话系统相关技术,具备基座模型研发经验者优先。
3.熟悉大规模预训练、SFT、RLHF/RLAIF、DPO、PPO、GRPO 等训练或对齐方法中的一种或多种。
4.具备大规模分布式训练经验,了解混合精度训练、数据并行、模型并行、DeepSpeed、Megatron-LM、FSDP 等技术者优先。
5.具备多语言模型、机器翻译、跨语言表示学习、语音语言模型或多语言对话系统经验者优先。
6.具备良好的论文阅读、问题分析、实验设计和工程实现能力,能够独立推动算法方案从调研到落地。
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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