Machine Learning Compiler Optimization Engineer - 118542

Company: Amd
Location: Austin
Posted on: January 16, 2022

Job Description:

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 Compiler Optimization Engineer

The Role

Software development to improve execution of Machine Learning system software for AMD GPU compute platforms. Work as part of a team creating optimized compiler transformations and tuned libraries that take advantage of the latest LLVM and MLIR compiler infrastructure. Become part of the AMD development team and broader open-source community to analyze, develop, test and upstream improvements that make AMD the best platform for machine learning applications.

The Person

Strong technical and analytical skills in C++ development in a Linux environment. Work as part of a team, while also being able to work independently.

Key Responsibilities

• Work on compiler technologies to optimize transformation of high-level machine learning operations into tuned ISA code for AMD GPUs.
• Work closely with library developers to adopt and use these compiler technologies to enable library development.
• Work closely with open-source maintainers to have your changes adopted
• Work in a distributed compute setting to optimize for both scale-up (multi-GPU) and scale-out (multi-node) systems
• Apply your knowledge of software engineering standard methodologies
  Preferred Experience
  
  • Excellent C/C++ programming and software design skills including debugging, performance analysis and test design
  • Strong background with compiler optimizations or extended experience with LLVM compiler framework.
  • Ability to work independently, define project goals and scope, and lead your own development effort
  • Knowledge of GPU computing and basic understanding of Deep Learning is a plus
    Academic Credentials
    
    Bachelor's, Master's, or PhD or equivalent experience in Computer Science, Computer Engineering, or related field
    
    Location:
    
    Austin, TX
    
    Boxborough, MA
    
    Santa Clara, CA
    
    Requisition Number: 118542
    
    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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Keywords: Amd, Austin , Machine Learning Compiler Optimization Engineer - 118542, Engineering , Austin, Texas