Machine Learning Compiler Optimization Engineer - 89883

Company: Advanced Micro Devices
Location: Austin, Texas, United States
Type: Full-time
Posted: 31.AUG.2021
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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...


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 EngineerSoftware 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 applicationsThe Person:We are looking for an individual with strong technical and analytical skills in C++ development in a Linux environment.Key Responsibilities: Work on compiler technologies to optimize transformation of high-level machine learning operations into tuned ISA code for AMD GPUs. Work jointly with library developers to adopt and use these compiler technologies to enable library development. Work together with open-source maintainers to have your changes adopted Benchmark, analyze, and optimize performance of key machine learning applications and participate in the co-design across AMD's ML hardware and software stack Develop high-performance run-time ML engine 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 Location:Austin, TX#LI-JG1Requisition Number: 89883 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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