Engineer- Machine Learning Libraries - ARMNeon (Bengaluru)

Engineer- Machine Learning Libraries - ARMNeon (Bengaluru)

21 Aug
|
Recognized
|
Bengaluru

21 Aug

Recognized

Bengaluru

## nCompany:nnQualcomm India Private Limitednn## Job Area:nnEngineering Group, Engineering Group u003e Software EngineeringnnGeneral Summary:nnAs a leading technology innovator, Qualcomm pushes the boundaries of whatu0027s possible to enable next-generation experiences and drives digital transformation to help create a smarter, connected future for all. As a Qualcomm Software Engineer, you will design, develop, create, modify, and validate embedded and cloud edge software, applications, and/or specialized utility programs that launch cutting-edge, world class products that meet and exceed customer needs. Qualcomm Software Engineers collaborate with systems, hardware, architecture, test engineers, and other teams to design system-level software solutions and obtain information on performance requirements and interfaces.nnMinimum Qualifications:nnu2022 Bacheloru0027s degree in Engineering, Information Systems, Computer Science, or related field.nn * Job DescriptionnnJob DescriptionnnAs a leading technology innovator, Qualcomm pushes the boundaries of whatu0027s possible to enable next-generation experiences and drives digital transformation to help create a smarter, connected future for all. As a Qualcomm Software Engineer, you will design, develop, create, modify, and validate embedded and cloud edge software, applications, and/or specialized utility programs that launch cutting-edge, world class products that meet and exceed customer needs. Qualcomm Software Engineers collaborate with systems, hardware, architecture, test engineers, and other teams to design system-level software solutions and obtain information on performance requirements and interfaces.nn * Additional Job DescriptionnnAdditional Job DescriptionnnJob Description:nn==============nnML Libraries Development Engineer(8 to 12 years of relevant experience):



n======================================================================== nCPU architecture team is driving the core math libraries needed for ML/AI acceleration. This position/s will expose you to Qualcommu2019s cutting edge SoC and ML/AI platforms in the industry. nParticipate in Optimizing the core ML kernels using the latest advancements like SME, SVE of the ARM CPU architecture and enhance the performance of the ML models on the CPU of the QCOM SoC. nCandidates with 8-12 years of relevant experience u0026 willing to work in Bangalore location are welcome to apply nRequired Skills n=============== nUnderstanding of ARM CPU architecture fundamentals and ARM Arch64 ISA nOptimizing kernels for vector Processors nUnderstanding of the basic linear algebra functions used in AI/ML nAlgorithm design (logic, critical thinking) nPerformance Evaluation and Optimization of the applications for ARM architecture nInferencing of the ML models written in Pytorch/TensorFlow/Keras nUnderstanding of the typical Open Source Library framework designnnPreferred Skills n================ nStrong Programming skills and deep understanding of the ARM ISA nunderstanding of the algorithms suitable for Vector and matrix accelerators nStrong Analytical and debugging skills nGood understanding of Optimizing the Linear Algebra algorithms nPerformance evaluation using QEMU, Simulators, Emulators and on Real HardwarennnnnApplicants: Qualcomm is an equal chance 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 [email protected] or call Qualcommu0027s 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. (Keep in mind that this email address is used to provide reasonable accommodations for individuals with disabilities. We will not respond here to requests for updates on applications or resume inquiries).nnQualcomm expects its employees to abide by all applicable policies and procedures, including but not limited to security and other requirements regarding protection of Company confidential information and other confidential and/or proprietary information, to the extent those requirements are permissible under applicable law.nnTo all Staffing and Recruiting Agencies: Our Careers Site is only for individuals seeking a job at Qualcomm. Staffing and recruiting agencies and individuals being represented by an agency are not authorized to use this site or to submit profiles, applications or resumes, and any such submissions will be considered unsolicited. Qualcomm does not accept unsolicited resumes or applications from agencies. Please do not forward resumes to our jobs alias, Qualcomm employees or any other company location. Qualcomm is not responsible for any fees related to unsolicited resumes/applications.nnIf you would like more information about this role, please contact Qualcomm Careers.n

📌 Engineer- Machine Learning Libraries - ARMNeon (Bengaluru)
🏢 Recognized
📍 Bengaluru

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