Xiaomi Technology

高阶算法工程师

Xiaomi Technology  •  Beijing, CN (Onsite)  •  8 days ago
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Job Description

高阶算法工程师北京社招全职职位 ID:A169732职位描述1. 负责小米信息流场景(图文、短视频)的个性化推荐算法研发,提升推荐效果和用户体验;
2. 深入理解业务场景和数据,设计和优化多目标排序模型,提升内容分发的精准度、多样性和生态健康度;
3. 推进召回、粗排、精排、混排等环节的算法迭代,探索深度学习、强化学习、多任务学习等前沿技术在推荐系统中的应用;
4. 构建和优化大规模特征工程、在线服务架构,保障高并发场景下的系统稳定性和效率;
5. 与产品、运营、数据团队紧密协作,通过数据分析、AB实验等方式驱动业务增长;
6. 跟踪业界最新技术动态,打造一流推荐系统职位要求1. 具有 5 年以上推荐算法相关工作经验,成功主导或参与过至少一个大型推荐系统项目的全生命周期开发,能够独立承担复杂模块的设计和实现,并对项目的整体性能和效果负责。
2. 熟悉召回、排序、重排等推荐系统关键模块,具备多目标优化、冷启动、多样性调控等实战经验;
3. 熟练掌握业内常见的深度学习模型的理论基础和实践应用,熟悉常见的深度学习框架(如 TensorFlow、Keras 等),能够熟练运用这些技术解决实际的推荐系统问题,具有丰富的模型设计、训练、调优和部署经验。
4. 具备良好的问题解决能力和技术攻关能力,能够快速定位和解决推荐系统中出现的复杂技术问题,如模型过拟合、推荐结果的偏差和多样性不足等,通过深入分析和实验验证,提出有效的解决方案并推动其实施。
5. 具备优秀的团队协作精神和沟通能力,能够与不同背景的团队成员(如数据研发、算法工程师、产品经理、业务运营等)进行高效的沟通和协作,共同保障项目目标的有序落地。
6. 对新技术和新知识保持强烈的好奇心和学习热情,具备快速学习和掌握 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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