Xiaomi Technology

Miclaw-多模态方向实习生

Xiaomi Technology  •  Onsite  •  22 days ago
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Job Description

Miclaw-多模态方向实习生AI人才专项北京校招实习软件研发类职位描述1、深度参与多模态核心算法与模型的研发工作,覆盖图像/视频理解与生成、3D内容创建、声学信号(语音/音频)处理,以及跨模态(文本-视觉/听觉等)对齐、融合等关键方向;
2、主导部分子任务的设计与落地,参与实验方案制定、数据挖掘与预处理、模型训练及效果验证等全流程科研环节。参与多模态核心算法的设计与优化,针对模型精度、推理速度、显存占用等关键指标开展针对性调优;深入分析实验数据,提炼核心问题并输出创新性优化方案,助力团队突破技术瓶颈,保障核心产品的技术领先性。
3、独立或组队开展多模态、NLP、CV领域顶会(如NeurIPS/ICML/ICCV/ECCV/ACL等)及前沿开源项目的深度调研,聚焦领域核心难点与创新方向;
4、完成高质量调研报告,包含技术原理拆解、性能对比分析及落地可行性评估,推动前沿技术在团队核心项目中的转化与应用。负责核心代码的开发与维护、科研论文的撰写、技术专利的素材整理等工作,主动贡献创新性科研思路。职位要求1、计算机及相关专业(CS/EE/数学/统计/自动化等)在读本硕博,对多模态处理领域有强烈科研热情与明确研究方向;
2、具备扎实的数学基础(线性代数、概率论、优化理论等)与编程能力,精通Python,熟练使用PyTorch/TensorFlow等深度学习框架,有高效代码编写与调试能力;
3、深耕多模态处理、计算机视觉或自然语言处理等相关方向,扎实掌握领域核心理论;有顶会论文(一作/共同一作优先)、国家级科研项目参与或高质量开源项目核心贡献经历者优先;
4、具备优秀的科研思维、独立问题解决能力与批判性思维,能快速跟进顶会前沿成果;工作严谨细致,有强烈的求知欲与创新意识,具备良好的团队协作与学术沟通能力;
5、能保证稳定实习时长(建议6个月及以上,每周不少于4天),可尽快到岗。 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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