General Information

Req #
WD00030385
Career area:
Data Management and Analytics
Country/Region:
China
State:
Beijing
City:
北京(Beijing)
Date:
Wednesday, May 11, 2022
Working time:
Full-time
Additional Locations: 
* 北京(Beijing) - Beijing - China

Why Work at Lenovo

Here at Lenovo, we believe in smarter technology for all, so we spend our time building a society that’s brighter and more inclusive. And we go big. No, not big—huge. 

We’re a US$60 billion revenue Fortune Global 500 company serving customers in 180 markets around the world. Focused on a bold vision to deliver smarter technology for all, we are developing world-changing technologies that power (through devices and infrastructure) and empower (through solutions, services and software) millions of customers every day and together create a more inclusive, trustworthy and sustainable digital society for everyone, everywhere. 

The one thing that’s missing? Well… you...

Description and Requirements

岗位职责:

1、负责应用商店、视频等个性化推荐系统的架构设计和推荐算法优化;  

2、了解当前的业务流程,完成基于海量数据的用户数据加工,特征构建;  

3、追踪业界前沿技术,结合公司业务特点,探索前沿算法并应用于实际业务;

职位要求: 

1、本科以上学历,计算机、数学、统计学相关专业,3年以上算法经验;   

2、至少掌握python、scala、java等任意一门编程语言,对数据结构和算法设计有较为深刻的理解;   

3、熟练使用常见的机器学习、深度学习算法,如LR、RF、GBDT、FM、DNN、DeepFM等,并具备基于tensorflow、keras或pytorch的深度学习模型开发能力;  

4、熟悉深度学习模型的常用调优方法和训练方法,有大规模业务上落地推荐算法并长期优化经验者优先。  

5、具备较强的解决问题能力和工程实践能力,良好的团队合作和自我驱动精神,对挑战性问题充满激情;

* 北京(Beijing) - Beijing - China