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:2020-12-13
- 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
- 职位月薪:2.5-4.5万/月
- 职位类别:机器学习工程师
职位描述
What you do at AMD changes everything
At AMD, we push the boundaries of what is possible. We believe in changing the world for the
better by driving innovation in high-performance computing, graphics, and visualization
technologies – building blocks for gaming, Immersive platforms, and the data center.
Developing great technology takes more than talent: it takes amazing people who understand
collaboration, respect, and who will go the “extra mile” to achieve unthinkable results. It takes
people who have the passion and desire to disrupt the status quo, push boundaries, deliver
innovation, and change the world. If you have this type of passion, we invite you to take a look
at the opportunities available to come join our team.
Machine Deep Learning Engineer
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
AMD does not accept unsolicited resumes from headhunters, recruitment agencies or fee based
recruitment services. AMD and its subsidiaries are equal opportunity employers and will consider
all applicants without regard to race, marital status, sex, age, color, religion, national origin,
veteran status, disability or any other characteristic protected by law. EOE/MFDV
职能类别:机器学习工程师
公司介绍
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