CPU/GPU Architecture Modeling Engineer for Machine Learning - 81249

Location: Austin, Texas, US

Company: Advanced Micro Devices

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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.
 

CPU/GPU Architecture Modeling Engineer for Machine Learning

 

The Role:

AMD is seeking a specialist at CPU/GPU architecture with background in performance modeling, and validation on machine learning workloads


The Person:

The successful candidate will have a passion for computer architecture; understand the details of the CPU/GPU compute and memory hierarchy; and understand the mapping of the machine learning workloads (such as CNNs, Transformer, BERT, recommendation models) on CPU/GPU architecture. This is a highly visible position with opportunity to work closely with teams across AMD and impact a variety of future AMD hardware and software architectures


Key Responsibilities:
•Define next generation AMD architecture for machine learning training by modeling candidate architectures; communicating the tradeoffs with validation using existing silicon data and making recommendations
•Work with internal AMD teams and external customers to understand and define software requirements and architectures that address real-world problems
•Drive development, product definitions, and customer interactions that lead to the development of AMD outstanding machine learning platforms
•Develop simulators for pre-silicon/post-silicon validation


Preferred Experience:
•Expertise with CUDA/HIP programming languages
•Experience with standard machine learning models such as ResNet50, Transformer, SSD, BERT, DLRM and Reinforcement Learning
•Experience with performance tools such as nvprof, and rocprof
•Familiarity with large scale execution of machine learning models on clusters connected with Ethernet/InfiniBand
•Candidates with additional experience in AI and machine learning would be given preference


Academic Credentials:

Master’s degree or above in EE, CS are desired

 

Location:

Austin, TX

 

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Requisition Number: 81249 
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.

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