Qualcomm
Senior System SW Architecture - ML Acceleration Engineer
Qualcomm, San Diego, California, United States, 92189
Senior System SW Architecture - ML Acceleration Engineer
1 week ago Be among the first 25 applicants
Company Qualcomm Technologies, Inc.
Job Area Engineering Group, Engineering Group > Software Engineering
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 will expose you to Qualcomm’s cutting edge CPU and NPU features and ML/AI acceleration needed for the industry.
Candidate would participate in software architecture, optimizing the core ML kernels using the latest advancements in ARM architecture features like SME, SVE that enhance the ML models on the CPU of the QCOM SoC.
Candidates with 2-7 years of relevant experience & willing to work in San Diego location 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 Language 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 the applications for ARM architecture
Inferencing of the ML models written in Pytorch/TensorFlow
Understanding of the 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 the algorithms suitable for Vector and matrix accelerators
Strong Analytical and debugging skills
Good understanding of Optimizing the Linear Algebra algorithms
Performance evaluation using QEMU, Simulators, Emulators and on Silicon
EEO Statement Qualcomm is an equal opportunity employer. If you are an individual with a disability and need an accommodation during the application/hiring process, rest assured that Qualcomm is committed to providing an accessible process. You may e-mail disability-accomodations@qualcomm.com or call Qualcomm's toll-free number found here. Upon request, Qualcomm will provide reasonable accommodations to support individuals with disabilities to be able participate in the hiring process. Qualcomm is also committed to making our workplace accessible for individuals with disabilities.
Pay Range And Other Compensation & Benefits $111,300.00 - $166,900.00
The above pay scale reflects the broad, minimum to maximum, pay scale for this job code for the location for which it has been posted. Salary is only one component of total compensation at Qualcomm. We offer a competitive annual discretionary bonus program and opportunity for annual RSU grants. Our highly competitive benefits package is designed to support your success at work, at home, and at play. Your recruiter will discuss all that Qualcomm has to offer – and you can review more details about our US benefits at this link.
If you would like more information about this role, please contact Qualcomm Careers.
Seniority level
Not Applicable
Employment type
Full-time
Job function
Other
Industries: Telecommunications
Referrals increase your chances of interviewing at Qualcomm by 2x
Get notified about new Senior System Software Engineer jobs in
San Diego, CA .
Senior Systems Engineerwith requirements Management - Remote
Senior Systems Engineer (R&D and Product Development) - Remote
Staff System Architect, Next-Gen Experiences, Google Pixel
Principal Software Engineer - embedded Linux
We’re unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI.
#J-18808-Ljbffr
Company Qualcomm Technologies, Inc.
Job Area Engineering Group, Engineering Group > Software Engineering
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 will expose you to Qualcomm’s cutting edge CPU and NPU features and ML/AI acceleration needed for the industry.
Candidate would participate in software architecture, optimizing the core ML kernels using the latest advancements in ARM architecture features like SME, SVE that enhance the ML models on the CPU of the QCOM SoC.
Candidates with 2-7 years of relevant experience & willing to work in San Diego location 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 Language 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 the applications for ARM architecture
Inferencing of the ML models written in Pytorch/TensorFlow
Understanding of the 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 the algorithms suitable for Vector and matrix accelerators
Strong Analytical and debugging skills
Good understanding of Optimizing the Linear Algebra algorithms
Performance evaluation using QEMU, Simulators, Emulators and on Silicon
EEO Statement Qualcomm is an equal opportunity employer. If you are an individual with a disability and need an accommodation during the application/hiring process, rest assured that Qualcomm is committed to providing an accessible process. You may e-mail disability-accomodations@qualcomm.com or call Qualcomm's toll-free number found here. Upon request, Qualcomm will provide reasonable accommodations to support individuals with disabilities to be able participate in the hiring process. Qualcomm is also committed to making our workplace accessible for individuals with disabilities.
Pay Range And Other Compensation & Benefits $111,300.00 - $166,900.00
The above pay scale reflects the broad, minimum to maximum, pay scale for this job code for the location for which it has been posted. Salary is only one component of total compensation at Qualcomm. We offer a competitive annual discretionary bonus program and opportunity for annual RSU grants. Our highly competitive benefits package is designed to support your success at work, at home, and at play. Your recruiter will discuss all that Qualcomm has to offer – and you can review more details about our US benefits at this link.
If you would like more information about this role, please contact Qualcomm Careers.
Seniority level
Not Applicable
Employment type
Full-time
Job function
Other
Industries: Telecommunications
Referrals increase your chances of interviewing at Qualcomm by 2x
Get notified about new Senior System Software Engineer jobs in
San Diego, CA .
Senior Systems Engineerwith requirements Management - Remote
Senior Systems Engineer (R&D and Product Development) - Remote
Staff System Architect, Next-Gen Experiences, Google Pixel
Principal Software Engineer - embedded Linux
We’re unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI.
#J-18808-Ljbffr