XPENG

【26届校招】VLM/VLA 大模型算法工程师

XPENG  •  Onsite  •  16 days ago
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Job Description

【26届校招】VLM/VLA 大模型算法工程师深圳、上海正式智能制造 / 工业互联网 / 工业自动化 - 研发职位描述岗位职责:
- 负责多模态大模型(VLM: Vision-Language Model / VLA: Vision-Language-Action Model)在人形机器人中的算法设计与开发,将VLM/VLA 应用于人形机器人的智能操作与人机交互任务;
- 参与大模型的预训练、后训练(SFT + RL)及部署工作,支持机器人在复杂环境下的感知与行为能力;
- 与机器人平台团队、硬件团队紧密协作,实现模型在实际机器人系统中的高效运行;
- 跟踪前沿研究,推动新技术在产品中的落地应用。职位要求任职要求:
- 计算机、人工智能、自动化等相关专业硕士及以上学历;
- 具备扎实的深度学习基础,熟悉 Transformer、BERT、ViT、CLIP、BLIP 等主流视觉-语言模型架构;
- 有大模型(VLM、LLM)训练/推理优化经验,熟悉其在多模态任务中的应用;
- 有 VLA 建模、生成式模型(如diffusion)、多模态强化学习相关项目背景;
- 熟练使用 PyTorch、TensorFlow 等深度学习框架,具备良好的工程能力和代码实现能力;
- 良好的团队协作与沟通能力,具备快速学习和解决问题的能力。
加分项:
- 熟悉机器人感知与控制领域,理解人形机器人操作、导航、交互、动作轨迹预测等基本任务流程;
- 有参与实际机器人系统或多模态交互系统开发的项目经验;
- 熟悉开源大模型生态(如 LLaVA, Pi0, RT-2, OpenVLA 等)并有实际使用或改进经验;
- 具备从零构建多模态系统或算法平台的能力。 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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