Machine Deep Learning Engineer
超威半导体(中国)有限公司
- 公司规模:1000-5000人
- 公司性质:外资(欧美)
- 公司行业:电子技术/半导体/集成电路
职位信息
- 发布日期:2020-11-16
- 工作地点:上海-浦东新区
- 招聘人数:若干人
- 工作经验:5-7年经验
- 学历要求:本科
- 职位类别:算法工程师
职位描述
KEY RESPONSIBILITIES:
- Responsible for AMD Machine/Deep Learning Software Development (Driver, SDK, Frameworks);
- Develop testing for Machine/Deep Learning products to ensure functionality, compatibility and performance;
- Optimization, Tuning of Deep Learning Kernels Performance/Power Analysis,
- Triage, isolate failures of root cause analysis and work with global development team to verify fixes;
PREFERRED EXPERIENCE:
- Passion for building great software
- Seven years or more of relevant work experience
- Strong technical skills and experience in software product development using C / C++ in Linux environment
- Experience in using and developing GPGPU software with knowledge on GPU architecture
- Experience in GPU computing (e.g.: OpenCL , CUDA, DirectCompute, GPGPU)
- Experience in analyzing performance bottlenecks, and implementing optimizations to relieve analyzed bottlenecks
- Experience in software performance analysis and optimization
- Ability to quickly learn new skills and drive completion of business goals
- Experience working in a multi-site environment and ability to travel occasionally to meet with developers
- A team player, who is very self-motivated, loves difficult challenges, and is goal driven
- Excellent verbal/written communication and evangelizing skills with an entrepreneurial spirit to drive results is a plus
Ways To Stand Out From The Crowd:
- OpenCL/OpenGL/Direct3D/CUDA/C++ Amp/ROCm experience is a good Plus
- Familiarity with development of any Deep Learning framework or HPC application is a good plus;
- Familiarity with any Deep Learning or HPC algorithm such as FFT/GEMM/Convolution is a strong plus;
- Familiarity working with GPU hardware and architecture is a strong plus;
- GPU Assembly/GPU Compiler development experience is a strong plus.
ACADEMIC CREDENTIALS:
- Bachelor's degree in Computer Science/Computer Engineering, or equivalent
- Must have 7+ years of strong software development experience
- Strong programming skills in C and C++
- Excellent communicator, both written and verbal;
LOCATION:
- Shanghai
职能类别:算法工程师
公司介绍
AMD公司成立于1969年,总部位于美国加利福尼亚州桑尼维尔。AMD(NYSE: AMD)是一家创新的科技公司,致力于与客户及合作伙伴紧密合作,开发下一代面向商用、家用和游戏领域的计算和图形处理解决方案。AMD的业务遍布全球,拥有约为12000名员工。
联系方式
- Email:bella.yu@amd.com
- 公司地址:上海-浦东新区 张江 环科路669号凯瑞大厦