Qualcomm CPU SW Architecture - ML Acceleration Engineer 

United States, California, San Diego 

566557465

Job Area:

Engineering Group, Engineering Group > Software Engineering

Candidate would participate in software architecture, Optimizing the core ML kernels using the latest advancements in ARM architecture features like SME, SVE that enhance the ML models on the CPU of the QCOM SoC.

Candidates with 6 to 10 years of relevant experience & willing to work in San Diego location are welcome to apply.

Minimum Qualifications:

• Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 6+ years of Software Engineering or related work experience.

Master's degree in Engineering, Information Systems, Computer Science, or related field and 5+ years of Software Engineering or related work experience.

PhD in Engineering, Information Systems, Computer Science, or related field and 4+ years of Software Engineering or related work experience.

• 3+ years of work experience with Programming Language such as C, C++, Java, Python, etc.

Preferred Qualifications:

• Understanding of ARM CPU architecture fundamentals and ARM ISA

• Understanding of CPU accelerator ISA for Vector/Matrix Data Processing

• 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

• Understanding of the typical Open Source Library framework design

• Strong skills to collaborate with multiple-teams including HW design to define the software architecture

• 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 Silicon

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.

:

$162,600.00 - $244,000.00