Xiaomi Technology

大模型算法研究员

Xiaomi Technology  •  Onsite  •  3 months ago
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Job Description

大模型算法研究员北京校招正式算法类2026届春季校招计划职位描述负责大模型方向技术的研究和应用,构建大规模通用智能系统,包括但不限于语言、多模态、行业大模型等。具体工作内容如下:
a. 负责开发和优化最先进的大模型算法,打造行业领先的大模型;
b. 负责追踪大模型学术进展,预研前沿技术问题,打造行业领先技术影响力;
c. 负责根据业务场景,抽象技术问题,预研和实现大模型技术,打造卓越的用户体验。
针对语言大模型方向,工作方向包括但不限于:
a. 模型架构、预训练方法、高效微调、模型评估及迭代;
b. 知识增强、工具增强、AI Agent;
c. 幻觉、安全、时效性等问题解决;
d. 训练和推理加速、模型量化、端测落地;
e. 大模型核心能力提升,包括理解能力、知识能力、推理能力、生成能力和语言能力等。
针对多模态大模型方向,工作方向包括但不限于:
a. 模型架构、预训练方法、高效微调、模型评估及迭代;
b. 视觉信息语义分割与编码;
c. 视觉与语言的语义对齐,多模态任务联合训练。职位要求1. 计算机相关专业博士学位, 发表过大模型相关研究AI顶会论文优先;
2. 掌握机器学习和深度学习基础知识,熟悉Pytorch、Tensorflow等至少一种深度学习框架;语言方向,对NLP主流大模型如GPT3/chatGPT/T5/PaLM/LLaMA/GLM等的原理和差异有深入的理解;多模态方向,熟悉常用的CV主流网络模型;
3. 有大模型研究或者应用项目经验的优先;
4. 自己能找到关键研究问题和设计研究路径;能和公司内的各个团队中协作、自主跟进研究进展、把握研究风险的优先。 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
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