Senior ML Acceleration Engineer

19 hours ago


Bengaluru, Karnataka, India Qualcomm Full time

Qualcomm India Private Limited, a leader in the field of mobile technology, is seeking an experienced Senior ML Acceleration Engineer to join their CPU architecture team. This role offers a competitive salary of $140,000 - $160,000 per year.

Job Overview:

The successful candidate will be responsible for optimizing core ML kernels using the latest advancements in ARM CPU architecture and enhancing the performance of ML models on Qualcomm's SoC. This requires a deep understanding of ARM CPU architecture fundamentals and ARM Arch64 ISA, as well as experience with vector processors and linear algebra functions used in AI/ML.

Key Responsibilities:

  • Optimize ML kernels for vector processors
  • Design and implement efficient algorithms for linear algebra operations
  • Evaluate and optimize application performance on ARM architecture
  • Inferencing of ML models written in Pytorch/TensorFlow/Keras
  • Understanding of typical Open Source Library framework design

Requirements:

  • Bachelor's degree in Engineering, Information Systems, Computer Science, or related field
  • Strong programming skills and deep understanding of ARM ISA
  • Experience with algorithm design, critical thinking, and debugging
  • Good understanding of optimizing linear algebra algorithms
  • Performance evaluation using QEMU, Simulators, Emulators, and on Real Hardware

Benefits:

As a Senior ML Acceleration Engineer at Qualcomm, you can expect a comprehensive benefits package, including health insurance, retirement plans, and paid time off. Additionally, you will have opportunities for professional growth and development, working with a talented team of engineers and researchers.

About Qualcomm:

Qualcomm is an equal opportunity employer committed to diversity and inclusion. We strive to create a work environment that is accessible and welcoming to all employees. If you are an individual with a disability and require accommodations during the application/hiring process, please contact us.



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