Staff Engineer - ML Libraries

As a ML Libraries Development Engineer with 8 to 12 years of relevant experience at Qualcomm India Private Limited, you will be part of the CPU architecture team responsible for driving the core math libraries needed for ML/AI acceleration. Your role will involve optimizing the core ML kernels using the latest advancements like SME, SVE of the ARM CPU architecture to enhance the performance of the ML models on the CPU of the QCOM SoC. This position will expose you to Qualcomm's cutting-edge SoC and ML/AI platforms in the industry. Candidates with the required experience and willingness to work in Bangalore location are encouraged to apply. **Key Responsibilities:** - Understanding of ARM CPU architecture fundamentals and ARM Arch64 ISA - Optimizing kernels for vector Processors - Understanding of the basic 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/Keras - Understanding of the typical Open Source Library framework design **Preferred Skills:** - 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 Real Hardware **Qualifications Required:** - Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 4+ years of Software Engineering or related work experience. - 2+ years of work experience with Programming Language such as C, C++, Java, Python, etc. - Understanding of ARM CPU architecture fundamentals and ARM Arch64 ISA Qualcomm is an equal opportunity employer and is committed to providing accessible processes for individuals with disabilities. If you need an accommodation during the application/hiring process, you can email disability-accomodations@qualcomm.com or call Qualcomm's toll-free number. The company expects its employees to abide by all applicable policies and procedures, including security and confidentiality requirements. Please note that Qualcomm does not accept unsolicited resumes or applications from agencies, and individuals represented by an agency are not authorized to submit profiles, applications, or resumes through the Qualcomm Careers Site.,