Xiaomi Technology

多模态大模型算法实习生-2027届

Xiaomi Technology  •  Onsite  •  4 hours ago
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Job Description

多模态大模型算法实习生-2027届

北京

校招

实习

算法类

职位描述

  1. 提升自动驾驶场景中训练数据的自动化标注能力,协助完成数据闭环; 2. 负责视觉语言模型(VLM / VLA)的后训练调优(涵盖小规模与大规模阶段),持续增强模型在自动驾驶场景中的感知与推理能力; 3. 探索多模态融合、基座模型、思维链(CoT / CoC)等前沿技术在自动驾驶领域的创新应用,提升复杂场景下的模型推理能力与泛化边界; 4. 深度对接自动驾驶业务需求,推动关键技术落地,协同实现模型效果与系统性能的双重提升; 5. 从业务实际问题出发,参与解决方案的探索与预研,推动技术持续演进与落地。

职位要求

  1. 教育背景 a. 计算机科学与技术、人工智能、机器学习或相关专业,在读硕士或博士研究生。 2. 专业技能 a. 具备扎实的计算机与人工智能基础,熟悉 Transformer、ViT、LLaVA、Qwen-VL、InternVL、MiMo-V2-Omni 等常见模型架构; b. 熟悉 LoRA、SFT、RL 等主流后训练技术; c. 编程能力强,熟练掌握 Python,熟悉 PyTorch 及相关大模型训练框架(如 ms-swift、DeepSpeed、Megatron 等)。 3. 软性能力 a. 能够主动同步工作进展,具备良好的团队协作与沟通能力。 4. 优先条件 a. 有 VLM / VLA 多模态大模型的预训练(pretrain)或后训练(post-train)经验; b. 以第一作者或共同作者在 A 类会议(如 CVPR、ICCV、ACL、AAAI、NeurIPS、ICML 、ICLR等)发表过相关论文者优先。

投递

Xiaomi Technology

About Xiaomi Technology

Xiaomi Corporation was founded in April 2010 and listed on the Main Board of the Hong Kong Stock Exchange on July 9, 2018 (1810.HK). Xiaomi is a consumer electronics and smart manufacturing company with smartphones and smart hardware connected by an IoT platform at its core.

Embracing our vision of “Make friends with users and be the coolest company in the users’ hearts”, Xiaomi continuously pursues innovations, high-quality user experience and operational efficiency. The company relentlessly builds amazing products with honest prices to let everyone in the world enjoy a better life through innovative technology.

Xiaomi is one of the world's leading smartphone companies. The company has also established the world’s leading consumer AIoT (AI+IoT) platform,reached 558 million smart devices connected to its platform (excluding smartphones,laptops and tablets) as of September 30 2022. Xiaomi products are present in more than 100 countries and regions around the world. In August 2022, Xiaomi was included in the Fortune Global 500 list for the fourth year in a row, ranking 266th. The company is the fastest-rising Chinese technology conglomerate during the four-year period.

Xiaomi is a constituent of the Hang Seng Index, Hang Seng China Enterprises Index, Hang Seng TECH Index and Hang Seng China 50 Index.

Industry
IT & Software
Company Size
10,000+ employees
Headquarters
Beijing, CN
Year Founded
2010
Website
mi.com
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