Machine Learning Engineer

1 month ago


Dongguan, Guangdong, China Qualcomm Full time

Job Summary:

Qualcomm is seeking a highly skilled Machine Learning Engineer to join our team. As a key member of our software development team, you will be responsible for designing, developing, and delivering advanced machine learning solutions on top of Qualcomm's hardware and software infrastructure.

Key Responsibilities:

  • Develop model tools and deliver advanced machine learning solutions on top of Qualcomm's hardware and software infrastructure.
  • Work with ML frameworks like PyTorch and TensorFlow to extend Qualcomm AI software platform and AI Model Efficiency Toolkit.
  • Analyze accuracy loss, develop quantization techniques, and fine-tune models to improve on-target accuracy.
  • Collaborate with systems, hardware, architecture, test engineers, and other teams to design system-level software solutions.

Requirements:

  • Bachelor's degree in Engineering, Information Systems, Computer Science, or related field.
  • Good Python/C++ skills with strong fundamentals in programming.
  • Solid understanding of machine learning technology and hands-on experience in design/implementation of deep learning networks via PyTorch or TensorFlow.
  • Expertise in at least one of the following areas: LLM or Diffusion model training, finetuning, Pytorch model quantization or compression toolkit development, CUDA programming and debugging, deploying model via SNPE/QNN or other machine learning frameworks, DSP software development and algorithm implementation.

Preferred Qualifications:

  • Master or PhD in Computer Engineering and/or Computer Science and/or Electrical Engineering.

Qualcomm is an Equal Opportunity Employer:

Qualcomm is committed to diversity and inclusion in the workplace. We are an equal opportunity employer and welcome applications from qualified candidates of all backgrounds.



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