Company:

Qualcomm China

Job Area:

Engineering Group, Engineering Group > Software Engineering

General Summary:

Overview

In this position you will be responsible for developing model tools and delivering advanced machine learning solutions on top of Qualcomm’s hardware and software infrastructure to IOT customers. You will work with ML frameworks like Py Torch, extend Qualcomm AI software platform and AI Model Efficiency Toolkit to support the latest and greatest ML models, including Gen AI models, analyzing accuracy loss, developing quantization techniques and finetuning model to improve on-target accuracy.

Skills/Experience

• Good Python/C++ skills with strong fundamentals in programming.
• Solid understanding of machine learning technology. Hand-on experience in design/implementation of deep learning networks via Py Torch.
• Expertise in at least one of the following areas:LLM model training, finetuning.
• Pytorch model quantization or compression toolkit development.
• CUDA programming and debugging.
• DSP/NPU software development and algorithm implementation.
• Ability to quickly learn new technologies and work on resolving customer reported technical problems during mobile or wireless communication product development cycles.

Education Requirements

Required: Bachelor, Computer Engineering and/or Computer Science and/or Electrical Engineering

Preferred: Master or PhD, Computer Engineering and/or Computer Science and/or Electrical Engineering

Minimum Qualifications:

• Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 2+ years of Software Engineering or related work experience. OR
  Master's degree in Engineering, Information Systems, Computer Science, or related field and 1+ year of Software Engineering or related work experience.
  OR
  PhD in Engineering, Information Systems, Computer Science, or related field.

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

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