Qualcomm
Senior System SW Architecture - ML Acceleration Engineer
Qualcomm, San Diego, California, United States, 92189
Senior System SW Architecture - ML Acceleration Engineer
Qualcomm Technologies, Inc. is seeking a
Senior System SW Architecture - ML Acceleration Engineer
to join our Engineering Group > Software Engineering team in San Diego, CA. Overview Our System software architecture team is driving the core math libraries software architecture needed for ML/AI acceleration using CPU and NPU. This position exposes you to Qualcomm’s cutting edge CPU and NPU features and ML/AI acceleration for the industry. You will participate in software architecture and optimization of the core ML kernels leveraging latest ARM features (e.g., SME, SVE) to enhance ML models on the QCOM SoC CPU. Candidates with 2-7 years of relevant experience and willing to work in San Diego are welcome to apply. Minimum Qualifications Bachelor’s degree in Engineering, Information Systems, Computer Science, or related field and 2+ years of Software Engineering or related work experience. OR Master’s degree in Engineering, Information Systems, Computer Science, or related field and 1+ year of Software Engineering or related work experience. OR PhD in Engineering, Information Systems, Computer Science, or related field. 2+ years of academic or work experience with programming languages such as C, C++, Java, Python, etc. Preferred Qualifications Experience in developing the Math libraries for CPU and NPU. Excellent knowledge of ARM CPU architecture fundamentals and ARM ISA. Excellent understanding of CPU accelerator ISA for Vector/Matrix Data Processing. Excellent understanding of linear algebra functions used in AI/ML. Algorithm design (logic, critical thinking). Performance evaluation and optimization of applications for ARM architecture. Inferencing of ML models written in PyTorch/TensorFlow. Understanding of typical Open Source Library framework design. Strong leadership skills to work across multiple teams including System and HW to define the software architecture. Strong programming skills and deep understanding of the ARM ISA. Understanding of algorithms suitable for vector and matrix accelerators. Strong analytical and debugging skills. Good understanding of optimizing linear algebra algorithms. Performance evaluation using QEMU, simulators, emulators and on silicon. EEO and Accessibility Qualcomm is an equal opportunity employer. If you are an individual with a disability and need an accommodation during the application/hiring process, Qualcomm is committed to providing an accessible process. You may email disability-accommodations@qualcomm.com or call Qualcomm’s toll-free number. Qualcomm will provide reasonable accommodations to support individuals with disabilities to participate in the hiring process. Qualcomm is also committed to making our workplace accessible for individuals with disabilities. Pay Range and Benefits $111,300.00 - $166,900.00 The pay range reflects the broad minimum to maximum for this job code at the posted location. Salary is one component of total compensation, and Qualcomm offers a competitive annual discretionary bonus program and potential RSU grants, as well as a comprehensive benefits package. Details are provided by your recruiter.
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Qualcomm Technologies, Inc. is seeking a
Senior System SW Architecture - ML Acceleration Engineer
to join our Engineering Group > Software Engineering team in San Diego, CA. Overview Our System software architecture team is driving the core math libraries software architecture needed for ML/AI acceleration using CPU and NPU. This position exposes you to Qualcomm’s cutting edge CPU and NPU features and ML/AI acceleration for the industry. You will participate in software architecture and optimization of the core ML kernels leveraging latest ARM features (e.g., SME, SVE) to enhance ML models on the QCOM SoC CPU. Candidates with 2-7 years of relevant experience and willing to work in San Diego are welcome to apply. Minimum Qualifications Bachelor’s degree in Engineering, Information Systems, Computer Science, or related field and 2+ years of Software Engineering or related work experience. OR Master’s degree in Engineering, Information Systems, Computer Science, or related field and 1+ year of Software Engineering or related work experience. OR PhD in Engineering, Information Systems, Computer Science, or related field. 2+ years of academic or work experience with programming languages such as C, C++, Java, Python, etc. Preferred Qualifications Experience in developing the Math libraries for CPU and NPU. Excellent knowledge of ARM CPU architecture fundamentals and ARM ISA. Excellent understanding of CPU accelerator ISA for Vector/Matrix Data Processing. Excellent understanding of linear algebra functions used in AI/ML. Algorithm design (logic, critical thinking). Performance evaluation and optimization of applications for ARM architecture. Inferencing of ML models written in PyTorch/TensorFlow. Understanding of typical Open Source Library framework design. Strong leadership skills to work across multiple teams including System and HW to define the software architecture. Strong programming skills and deep understanding of the ARM ISA. Understanding of algorithms suitable for vector and matrix accelerators. Strong analytical and debugging skills. Good understanding of optimizing linear algebra algorithms. Performance evaluation using QEMU, simulators, emulators and on silicon. EEO and Accessibility Qualcomm is an equal opportunity employer. If you are an individual with a disability and need an accommodation during the application/hiring process, Qualcomm is committed to providing an accessible process. You may email disability-accommodations@qualcomm.com or call Qualcomm’s toll-free number. Qualcomm will provide reasonable accommodations to support individuals with disabilities to participate in the hiring process. Qualcomm is also committed to making our workplace accessible for individuals with disabilities. Pay Range and Benefits $111,300.00 - $166,900.00 The pay range reflects the broad minimum to maximum for this job code at the posted location. Salary is one component of total compensation, and Qualcomm offers a competitive annual discretionary bonus program and potential RSU grants, as well as a comprehensive benefits package. Details are provided by your recruiter.
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