General Information

Req #
100013455
Career area:
Artificial Intelligence
Country:
China
State:
Beijing
City:
北京(Beijing)
Date:
Monday, May 24, 2021

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

Position Description:
1、负责边缘AI平台算法训练引擎和推理引擎的设计与研究。 
2、带领算法团体根据平台总体设计,构建算法学习平台。 
3、结合应用场景,探索、推进和实现边缘AI技术落地。  

Position Requirements:
1. 图像处理、人工智能、计算机等相关专业硕士及以上学历并有相关工作经验,博士优先。 2. 熟悉至少两种深度学习框架(Tensorflow/Caffe/Pytorch/MxNet/Paddle); 
3. 熟悉深度学习的目标识别、检测、分割、跟踪、深度估计等,有丰富的实际项目经验; 
4. 掌握了解常用的人工智能算法(神经网络、逻辑回归、决策树、贝叶斯等); 
5. 熟悉深度学习模型优化、压缩和加速算法,蒸馏,剪枝算法,有丰富的实际项目经验; 
6. 熟悉深度神经网络底层设计实现,了解模型量化等计算优化方法; 
7. 熟悉NVIDIA GPU边缘平台的应用,具有TensorRT推理框架经验、CUDA开发经验; 熟悉Tensorflow lite, ARM-NN, ELL; 
8. 具备丰富的模型调参经验,对深度学习网络结构有深刻理解; 
9. 良好的编程能力,熟悉Python,了解Go、JAVA等编程语言; 
10. 具备良好的学习能力和分析解决问题能力,责任心强; 
11. 具有良好的团队合作意识,沟通能力,协调能力,能够承担工作压力; 
满足以下条件者优先: 
1、基于嵌入式平台深度学习算法开发经验者优先; 
2、在CVPR、ICCV、ECCV、AAAI、NeurIPS等会议或在IEEE Transaction系列相关领域期刊发表过文章,在计算机视觉领域国际学术竞赛获得过奖项者优先;
We are an Equal Opportunity Employer and do not discriminate against any employee or applicant for employment because of race, color, sex, age, religion, sexual orientation, gender identity, status as a veteran, and basis of disability or any federal, state, or local protected class.