Job Information
Lenovo Staff Researcher in GPU Heterogeneous Computing in Tianjin, China
Staff Researcher in GPU Heterogeneous Computing
General Information
Req #
WD00073943
Career area:
Research/Development
Country/Region:
China
State:
Tianjin
City:
天津（Tianjin）
Date:
Monday, November 4, 2024
Working time:
Full-time
Additional Locations :
- China - Tianjin - 天津（Tianjin）
Why Work at Lenovo
We are Lenovo. We do what we say. We own what we do. We WOW our customers.
Lenovo is a US$57 billion revenue global technology powerhouse, ranked #248 in the Fortune Global 500, and serving millions of customers every day in 180 markets. Focused on a bold vision to deliver Smarter Technology for All, Lenovo has built on its success as the world’s largest PC company with a full-stack portfolio of AI-enabled, AI-ready, and AI-optimized devices (PCs, workstations, smartphones, tablets), infrastructure (server, storage, edge, high performance computing and software defined infrastructure), software, solutions, and services. Lenovo’s continued investment in world-changing innovation is building a more equitable, trustworthy, and smarter future for everyone, everywhere. Lenovo is listed on the Hong Kong stock exchange under Lenovo Group Limited (HKSE: 992) (ADR: LNVGY).
This transformation together with Lenovo’s world-changing innovation is building a more inclusive, trustworthy, and smarter future for everyone, everywhere. To find out more visit www.lenovo.com , and read about the latest news via ourStoryHub (https://news.lenovo.com/) .
Description and Requirements
岗位职责：
1.负责面向AI应用的GPU高性能Kernel实现和调优；
2.与AI平台和算法团队合作，定位GPU计算和网络性能瓶颈；
3.集成GPU计算性能调优工具链，开发相关脚本和自动化工具
职位要求：
1.全日制硕士以上学历，计算机科学与技术等相关专业；
2.熟练C/C++编程语言语言、数据结构以及计算机系统结构，有良好的工程实现能力；
3.具备基础的GPU编程能力(CUDA，OpenCL或ROCm)，熟悉GPU编译与运行原理，有PTX或SASS汇编级别代码开发经验优先，有GPU驱动开发优化经验优先；
4.有GPU高性能库开发经验，包括但不限于矩阵运算，求解器，深度学习，信号处理，计算机视觉或图像处理等在GPU上移植和调优经验优先
加分项：
1.了解国产AI加速器SDK工具链，有性能优化相关经历；
2.在AI或者HPC领域发表过高水平学术论文；
3.熟悉DMA，PCIe等硬件特性，了解IB、RoCE、iWARP等高性能网络架构，有GPU-Direct开发工程经验优先
Additional Locations :
China - Tianjin - 天津（Tianjin）
China
China - Tianjin
China - Tianjin - 天津（Tianjin）