Company:

Qualcomm China

Job Area:

Engineering Group, Engineering Group > Software Applications Engineering

General Summary:

Main Responsibilities

ADAS AI Customer Support:

Responsibilities include deploying AI models on Qualcomm chips, covering tasks such as issue debugging, performance evaluation and optimization, graph compilation and backend compiler development, as well as model quantization and accuracy tuning.

Skills / Experience Required:

1. Good knowledge for software development and debug.2. C++/Python/Java programming experience.
2. Be familiar with one or more AI frameworks like Tensorflow, Pytorch, Mxnet, Caffee2, ONNX.
3. Be familiar with major machine learning like CNN, LSTM, RNN, Transformer, LLM, know how for computing benchmark test like MLPerf.
4. Be familiar with major AI accelerator chip architecture , like GPU card or data center experience.
5. Be familiar with PTQ and QAT workflow and algorithm, has experience of model accuracy finetune.
6. Good verbal and written communication skills in English.

Minimum Qualifications:

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

• 1+ year of any combination of academic and/or work experience with Programming Language such as C, C++, Java, Python, etc.

• 1+ year of any combination of academic and/or work experience with debugging techniques.

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