Machine Learning Engineer
Posted on: January 15, 2021
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 Learning Performance Engineer
This is a highly visible position with the opportunity to work
closely with teams across AMD and impact MLPerf optimizations on
AMD hardware and software architectures.
We are seeking a machine learning specialist with a background in
frameworks such as PyTorch/TensorFlow, and machine learning
workloads. The successful candidate will have a passion for machine
learning algorithms and understand the mapping of the workloads
(such as CNNs, Transformer, BERT, recommendation models) on CPU/GPU
- Define next generation algorithmic and software optimizations
by conducting in-depth performance analysis of workloads and
presenting the design and implementation choices.
- Work with internal AMD teams and external customers to
understand and develop software optimizations at machine learning
- Drive development, product definitions, and customer
interactions that lead to the development of AMD outstanding
machine learning platforms
- Develop machine learning software optimizations specific to AMD
- Expertise with PyTorch/TensorFlow and performance tools such as
nvprof and rocprof.
- Experience with standard machine learning models such as
ResNet50, Transformer, SSD, BERT, DLRM and Reinforcement
- Familiarity with large scale execution of machine learning
models on clusters connected with Ethernet/InfiniBand
Bachelor---s or Master---s in Computer Science, Computer
Engineering, or related subjects, or equivalent experience.
Requisition Number: 81924
Country: United States State: Texas City: Austin
Job Function: Design
AMD does not accept unsolicited resumes from headhunters,
recruitment agencies or fee based recruitment services. AMD and its
subsidiaries are equal opportunity employers. We consider
candidates regardless of age, ancestry, color, marital status,
medical condition, mental or physical disability, national origin,
race, religion, political and/or third party affiliation, sex,
pregnancy, sexual orientation, gender identity, military or veteran
status. Please click here for more information.
Keywords: AMD, Austin , Machine Learning Engineer, Engineering , Austin, Texas
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