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Machine Learning Simulator/Runtime Engineer - 102083

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 Simulator/Runtime Engineer

The Role

Software development to improve execution of Machine Learning system software for AMD GPU compute platforms. Work as part of a team developing optimized simulators and runtime systems that take advantage of the latest AMD processors. 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

We are looking for an individual with strong technical and analytical skills in C++ development in a Linux environment.

Key Responsibilities
Develop high-performance run-time ML engine
Benchmark, analyze, and optimize performance of key machine learning applications and participate in the co-design across AMD's ML hardware and software stack
Work closely with ML engineers to discover the hardware and software requirements of current and future ML applications
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.
Experience with and passion of any of the following is a plus - machine learning, parallel programming (HIP, CUDA, OpenCL), high-performance and massively parallel systems, processor, and computer architecture
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 an advantage

Academic Credentials

Bachelor's, Master's, or PhD or equivalent experience in Computer Science, Computer Engineering, or related field


Austin, TX

Santa Clara, CA

Boxborough, MA

Requisition Number: 102083

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 Simulator/Runtime Engineer - 102083, Engineering , Austin, Texas

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