Xiaomi Technology

广告算法工程师

Xiaomi Technology  •  Beijing, CN (Onsite)  •  1 day ago
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Job Description

广告算法工程师
北京
校招
正式
算法类
2027届校园招聘计划
职位描述
1、面向小米广告业务需求开发算法解决方案,包括广告召回、点击率预估与大规模推荐算法等;
2、负责小米广告CVR预估,优化浅层转化和深层转化模型,推动算法在各种转化场景的落地;
3、从数据中发现现有系统和算法的不足,提出改进算法并推动实现;
4、研究推荐营销核心算法,使用海量用户行为数据对用户长短期兴趣建模,并且结合业务场景进行效果改进;
5、深度学习、迁移学习、多目标学习、强化学习等模型的设计、优化、应用和业界前沿算法研究;
6、追踪业界前沿算法优化技术,结合业务特点,对前沿的算法技术进行应用与创新。
职位要求
1、熟悉常用的机器学习算法,例如GBDT、LR、LTR,深度学习Wide&Deep/DeepFM等;
2、熟悉常用的特征工程方法;
3、熟练掌握Python,Scala,C++,Java中两门以上编程语言;
4、熟悉Tensorflow/PaddlePaddle等常用分布式深度学习框架,熟悉Spark/Hadoop/Hive等大数据工具;
5、责任心强,有快速学习的能力、优秀的沟通能力,有创新精神,乐于接受挑战。
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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