Software Engineer-Lead ARM Neon/ARM SVE with ML Libraries

As a ML Libraries Development Engineer at Qualcomm India Private Limited, with 8 to 12 years of relevant experience, you will be a part of the CPU architecture team responsible for driving the core math libraries needed for ML/AI acceleration. You will have the opportunity to work with Qualcomm's cutting-edge SoC and ML/AI platforms in the industry. Your key responsibilities will include: - Participating in optimizing the core ML kernels using advancements like SME, SVE of the ARM CPU architecture to enhance the performance of ML models on the CPU of the QCOM SoC. - Applying your understanding of ARM CPU architecture fundamentals and ARM Arch64 ISA to optimize kernels for vector processors. - Designing algorithms for logic, critical thinking, and performance evaluation and optimization of applications for ARM architecture. - Implementing inferencing of ML models written in Pytorch/TensorFlow/Keras and understanding typical Open Source Library framework design. **Required Skills:** - Understanding of ARM CPU architecture fundamentals and ARM Arch64 ISA - Optimizing kernels for vector processors - Understanding of basic 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/Keras - Understanding of typical Open Source Library framework design **Preferred Skills:** - 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 real hardware **Key words:** ML libraries, ARM NEON, ARM SVE 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-accommodations@qualcomm.com or call Qualcomm's toll-free number found [here](#). Upon request, Qualcomm will provide reasonable accommodations to support individuals with disabilities to participate in the hiring process. Qualcomm is also committed to making the workplace accessible for individuals with disabilities. Qualcomm expects its employees to abide by all applicable policies and procedures, including 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.,