Engineer, Staff-ML libraries

Company:Qualcomm India Private LimitedJob Area:Engineering Group, Engineering Group > Software EngineeringGeneral Summary:As a leading technology innovator, Qualcomm pushes the boundaries of what's 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. Minimum Qualifications:• Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 4+ years of Software Engineering or related work experience. ORMaster's degree in Engineering, Information Systems, Computer Science, or related field and 3+ years of Software Engineering or related work experience. ORPhD in Engineering, Information Systems, Computer Science, or related field and 2+ years of Software Engineering or related work experience.• 2+ years of work experience with Programming Language such as C, C++, Java, Python, etc.Job Description:==============ML Libraries Development Engineer(8 to 12 years of relevant experience):========================================================================CPU architecture team is driving the core math libraries needed for ML/AI acceleration. This position/s will expose you to Qualcomm's cutting edge SoC and ML/AI platforms in the industry.Participate 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.Candidates with 8-12 years of relevant experience & willing to work in Bangalore location are welcome to applyRequired Skills===============Understanding of ARM CPU architecture fundamentals and ARM Arch64 ISAOptimizing kernels for vector ProcessorsUnderstanding of the basic linear algebra functions used in AI/MLAlgorithm design (logic, critical thinking)Performance Evaluation and Optimization of the applications for ARM architectureInferencing of the ML models written in Pytorch/TensorFlow/KerasUnderstanding of the typical Open Source Library framework designPreferred Skills================Strong Programming skills and deep understanding of the ARM ISAunderstanding of the algorithms suitable for Vector and matrix acceleratorsStrong Analytical and debugging skillsGood understanding of Optimizing the Linear Algebra algorithmsPerformance evaluation using QEMU, Simulators, Emulators and on Real Hardwarekey words: ML libraries, ARM NEON, ARM SVEARM SME ( if available) Applicants: 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- 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. (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).Qualcomm 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.To 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.If you would like more information about this role, please contact Qualcomm Careers.