General Information

Req #
100014362
Career area:
Cloud Computing
Country/Region:
China
State:
Tianjin
City:
天津(Tianjin)
Date:
Thursday, October 20, 2022
Additional Locations: 

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 not just a Fortune 500 company, we’re one of Fortune’s Most Admired. We’re in 180 countries, working with 63,000 brilliant colleagues and counting. And we’re known for the world’s most complete portfolio of smart technology, from devices to software to infrastructure.

With our ingenuity, we help millions—not just the select few—experience our version of a smarter future. 

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

Description and Requirements

岗位职责:
1.运用数据分析、机器学习、深度学习等相关技术,提升边缘计算平台监控运维的智能化、自动化水平
2.开发边缘计算AIOps平台核心算法模块和关键场景
3.打通故障预警、故障告警、聚合分析、根因定位以及故障自愈等全栈流程,并在实际产品中落地,提升边缘计算平台产品的可用性

岗位要求:
1.计算机、数学等相关专业,硕士以上学历
2.精通Golang,Python, R 等数据分析处理语言,熟悉常见的机器学习算法库
3.熟悉机器学习常见算法原理,包括但不限于回归、分类、聚类、相关性检验、关联分析等。
4.有以下一种或多种智能运维项目经验:日志分析、异常检测,容量/流量预测算法、根因分析、故障定位等,有实际落地成功经验者优先
5.熟悉Tensorflow、Caffe、Spark/Streaming等机器学习框架者优先。
6.有良好的英文阅读能力和探索精神,善于发现业界及学术界前沿技术,并懂得改良运用落地。
7.有以下领域相关经验者优先:熟悉云计算、边缘计算、K8S等体系架构并有相关开发经验者;对IT运维体系有较深的理解和丰富的实践经验。