General Information

Req #
WD00017438
Career area:
Information Technology
Country/Region:
China
State:
Tianjin
City:
天津(Tianjin)
Date:
Friday, November 19, 2021
Working time:
Full-time

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. 负责人工智能在供应链智能化领域相关产品的数据建模和算法设计。深刻理解用户和产品端的AI产品需求、算法需求等。

2. 负责支持供应链AI技术的场景发掘及应用落地,包括计算机视觉、智能语音、自然语言处理等方向。

2. 负责供应链领域AI相关算法,平台产品以及相关API的设计和开发,并进行算法的服务化

3. 参与AI研发工程化建设,包括研发规范,测试规范,文档规范,工具标准化(CI/CD,项目构建等)

岗位要求: 

1. 本科以上学历,在智能供应链运营管理相关领域具有3年以上工作经历,对算法在的实际业务落地具有实操经验

2. 有扎实的编程能力,掌握至少一门后端编程语言(Python/Go/Java等);熟悉常见的AI算法,如决策树、随机森林算法、逻辑回归、SVM、朴素贝叶斯、K最近邻算法等

3. 熟悉AI常用框架/工具包,如Tensorflow、Pytorch、Scipy等,有良好的编程能力和实际算法落地能力;熟练使用深度学习框架建模,CNN、RNN、LSTM、GAN及其变种等,能够熟练制作训练模型的样本数据

4. 有Spark机器学习或深度学习相关使用经验者优先,熟悉Mlflow、kubeflow等优先;对GPU服务器和Docker/Kubernetes容器技术有深刻的认识,了解在GPU服务器环境安装、部署和运维Docker/Kubernetes容器及其服务者优先