Xiaomi Technology

AI算法工程师-研产供

Xiaomi Technology  •  Onsite  •  3 months ago
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Job Description

AI算法工程师-研产供北京校招正式算法类2026届春季校招计划职位描述1. 针对研产供场景,全流程分析建模,建设并迭代AI模型,应用于设计研发、生产制造和供应链管理等领域,提升整体效率;
2. 大模型训练、对齐相关工作,包括不限于思维链数据构造、模型构造优化、模型训练评估等;
3. 结合实际场景,提供全面的技术解决方案,参与PE、推理优化、数据飞轮建设,提升大模型在应用场景的效果;
4. 开发和集成多模态数据处理技术,包括图像、文本、音频等,提升系统的感知和理解能力。构建跨模态数据融合框架,完成复杂业务场景下的信息提取和问题分析;
5. 协助开发和优化 AI Agent 的数据采集、分析及数据闭环相关工具,支持标注工具、研发工具、数据分析与可视化系统的设计与实现,提升产研团队的工作效率;
6. 将AI模型集成到现有的设计研发、生产制造和供应链管理系统中,确保无缝对接和高效运行。协同其他技术团队,优化整体系统架构,提升系统的可扩展性和鲁棒性;
7. 跟踪和研究最新的AI技术和趋势,撰写技术报告,参与学术会议和技术交流,提升公司在行业内的技术影响力。职位要求1. 本科及以上学历,计算机、人工智能、自动化、数学专业优先;
2. 对大模型的底层原理有基本理解,能跟踪语言模型和多模态领域的最新技术动向;
3. 扎实的编程基础,对数据结构、算法设计基础有深度了解,熟练掌握Python/C++等主流语言一种或多种,熟练应用pytorch、megatron、deepspeed、huggingface、transformers等深度学习框架和库;
4. 熟悉SFT、HFRL、GRPO等方法框架,能基于实际业务问题,设计合理、高效的垂类模型post training流程;
5. 具备强大的工程/算法能力,迅速迁移过往的工程/算法经验,深入理解系统底层原理并进行系统优化,快速学习新知识;
6. ACM/IOI/NOI/Top Coder等算法竞赛获奖经历优先;
7. 深入理解 NLP、CV 等机器学习领域的知识,有文本、图像/视频生成或AIGC领域丰富实操经验,和聊天机器人优化经验优先;
8. 熟悉大模型相关研究的前沿进展,快速复现业界最新研究成果,顶会论文、ACM等编程竞赛获奖者优先;
9. 责任心强,积极主动,良好的沟通和合作能力,主动推动业务落地。 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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