ML Libraries Development Engineer

Job Description

Company:

Qualcomm India Private Limited

Job Area:

Engineering Group, Engineering Group Software Engineering

General Summary:

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 1-3 years of relevant experience & willing to work in Bangalore location are welcome to apply

Required Skills
===============
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

Minimum Qualifications:

. Bachelor's degree in Engineering, Information Systems, Computer Science, or related field.

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

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-mailor call Qualcomm's toll-free number found. 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.