Principal Deep Learning Compiler Engineer

WHAT YOU DO AT AMD CHANGES EVERYTHING We care deeply about transforming lives with AMD technology to enrich our industry, our communities, and the world. Our mission is to build great products that accelerate next-generation computing experiences the building blocks for the data center, artificial intelligence, PCs, gaming and embedded. Underpinning our mission is the AMD culture. We push the limits of innovation to solve the worlds most important challenges. We strive for execution excellence while being direct, humble, collaborative, and inclusive of diverse perspectives. AMD together we advance_ The Role IREE is an open source, MLIR based compiler and runtime solution built to handle the compilation of models from front ends like PyTorch and built to execute on different hardware architectures. Today the compiler stack targets CPUs of various flavors, GPUs as well as IPUs. Being a full-stack compiler, IREE can apply optimizations at various levels of program abstraction during the compilation flow. In this role, the candidate is expected to take a holistic view of the compilation flow to optimize the final code generated by the compiler. If you are interested in developing a compelling compiler that provides good user experience in terms of error handling and the performance of the generated code, this is the role for you In this role you get to work on a fully open-source compiler stack where you can share your findings and co-ordinate with experts across the industry. The person This role is ideally suited for a person who is interested in delivering a compelling product for users of the compiler. This includes addressing crashes/miscompilation in the compiler, providing better error handling in the compiler, and building tools for better diagnostics for both miscompilations and performance bottlenecks. The candidate must be willing to root cause the compiler errors or performance bottlenecks, and co-ordinate with the rest of the team to address these issues. Being an open source project, the candidate must be willing to engage with contributors to the project across the industry. Key Responsibilities Root cause and address compiler crashes, miscompilation and performance bottlenecks. Build diagnostics tools for improving the triage process Enhance the testing infrastructure to ensure that this issues are caught early Engage with the community to coordinate similar efforts to ensure that the community can benefit from advances made here Ensure that the project is adhering to industry standards in terms of testing and benchmarking. Preferred experiences Familiarity with MLIR/LLVM Familiarty with Python. PyTorch experience prefered Familiarity with practices to achieve performance on CPU and GPUs. Experience with deploying production software, and building testing infrastructure. Strong background in C++ and diagnostic tools like ASAN, TSAN, MSAN. Academic qualifications Bachelors in Computers Science or equivalent discipline, or higher 10+ years of relevant industry experience. #LI-EM1 At AMD, your base pay is one part of your total rewards package. Your base pay will depend on where your skills, qualifications, experience, and location fit into the hiring range for the position. You may be eligible for incentives based upon your role such as either an annual bonus or sales incentive. Many AMD employees have the opportunity to own shares of AMD stock, as well as a discount when purchasing AMD stock if voluntarily participating in AMDs Employee Stock Purchase Plan. Youll also be eligible for competitive benefits described in more detail here. AMD does not accept unsolicited resumes from headhunters, recruitment agencies, or fee-based recruitment services. AMD and its subsidiaries are equal opportunity, inclusive employers and will consider all applicants without regard to 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, or any other characteristic protected by law. We encourage applications from all qualified candidates and will accommodate applicants needs under the respective laws throughout all stages of the recruitment and selection process. The Role IREE is an open source, MLIR based compiler and runtime solution built to handle the compilation of models from front ends like PyTorch and built to execute on different hardware architectures. Today the compiler stack targets CPUs of various flavors, GPUs as well as IPUs. Being a full-stack compiler, IREE can apply optimizations at various levels of program abstraction during the compilation flow. In this role, the candidate is expected to take a holistic view of the compilation flow to optimize the final code generated by the compiler. If you are interested in developing a compelling compiler that provides good user experience in terms of error handling and the performance of the generated code, this is the role for you In this role you get to work on a fully open-source compiler stack where you can share your findings and co-ordinate with experts across the industry. The person This role is ideally suited for a person who is interested in delivering a compelling product for users of the compiler. This includes addressing crashes/miscompilation in the compiler, providing better error handling in the compiler, and building tools for better diagnostics for both miscompilations and performance bottlenecks. The candidate must be willing to root cause the compiler errors or performance bottlenecks, and co-ordinate with the rest of the team to address these issues. Being an open source project, the candidate must be willing to engage with contributors to the project across the industry. Key Responsibilities Root cause and address compiler crashes, miscompilation and performance bottlenecks. Build diagnostics tools for improving the triage process Enhance the testing infrastructure to ensure that this issues are caught early Engage with the community to coordinate similar efforts to ensure that the community can benefit from advances made here Ensure that the project is adhering to industry standards in terms of testing and benchmarking. Preferred experiences Familiarity with MLIR/LLVM Familiarty with Python. PyTorch experience prefered Familiarity with practices to achieve performance on CPU and GPUs. Experience with deploying production software, and building testing infrastructure. Strong background in C++ and diagnostic tools like ASAN, TSAN, MSAN. Academic qualifications Bachelors in Computers Science or equivalent discipline, or higher 10+ years of relevant industry experience. #LI-EM1 At AMD, your base pay is one part of your total rewards package. Your base pay will depend on where your skills, qualifications, experience, and location fit into the hiring range for the position. You may be eligible for incentives based upon your role such as either an annual bonus or sales incentive. Many AMD employees have the opportunity to own shares of AMD stock, as well as a discount when purchasing AMD stock if voluntarily participating in AMDs Employee Stock Purchase Plan. Youll also be eligible for competitive benefits described in more detail here. AMD does not accept unsolicited resumes from headhunters, recruitment agencies, or fee-based recruitment services. AMD and its subsidiaries are equal opportunity, inclusive employers and will consider all applicants without regard to 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, or any other characteristic protected by law. We encourage applications from all qualified candidates and will accommodate applicants needs under the respective laws throughout all stages of the recruitment and selection process. Tags: No, USD $198,100.00/Yr., USD $283,000.00/Yr., US Careers (External)