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System Software Engineer - for Machine Learning Products

Company: AMD
Location: Texas City
Posted on: November 12, 2021

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.
System Software Engineer - for Machine Learning Products
The Role:
Software Developer to join the MIGraphX team. MIGraphX's role is to optimize models for the faster inferencing possible on AMD hardware. All our code is completely open source
The Person:
The ideal person has strong technical and analytical skills in C++ development in a Linux environment. They must have the ability to work as a member of a team, while also being able to work independently, define goals, scope, and lead their own development effort.
Key Responsibilities:
Build solutions for machine learning inference for AMD GPUs.
Craft and develop lower-level system software that works with underlying libraries, runtime systems and hardware.
Analyze and optimize solutions to achieve the highest performance.
Test and deploy these solutions.
Apply one's knowledge of software engineering standard methodologies.
Preferred Experience:
Excellent C/C++ programming and software design skills including debugging, performance analysis, and test design.
CI experience (Jenkins, Travis, etc), Docker
Machine Learning frameworks (pytorch, tensorflow)
Inference optimization experience, such as working with ONNX, TensorRT/OpenVINO or performing quantization
Knowledge of GPU architecture and experience with GPU programming
Familiarity with assembly level programming
Experience developing software in Linux environment including commonly used tools
Knowledge of compiler frameworks such as LLVM is an advantage
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.
Austin, TX
Santa Clara, CA
Boxborough, MA
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, Texas City , System Software Engineer - for Machine Learning Products, IT / Software / Systems , Texas City, Texas

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