Staff Engineer - ML Libraries Development Engineer

Company

Qualcomm India Private Limited

Job Area

Engineering Group, Engineering Group > Software Engineering

General Summary

ML Libraries Development Engineer (8 to 12 years of relevant experience):

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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 apply

Required Skills

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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

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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

Minimum Qualifications

• Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 4+ years of Software Engineering or related work experience.
  
  

OR

Master's degree in Engineering, Information Systems, Computer Science, or related field and 3+ years of Software Engineering or related work experience.

OR

PhD 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.
  
  

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