Expoint - all jobs in one place

המקום בו המומחים והחברות הטובות ביותר נפגשים

Limitless High-tech career opportunities - Expoint

Qualcomm AI System Software Engineer 
China, Beijing, Beijing 
464322698

19.11.2024

Job Area:

Engineering Group, Engineering Group > Machine Learning Engineering

Responsibility:

  • Development of end-2-end AI tools, models or software to run quantized neural network models on Qualcomm leading edge hardware with optimal resource

  • Design and develop end-to-end test strategies and frameworks for complex software systems

  • Create and maintain automated test suites using modern testing tools and frameworks

  • Development of debugging/profiling tools and Qualcomm SDK to rapid deployment quantized models on device

  • Participate in code reviews and contribute to improving test coverage

  • Collaborate with cross-functional teams to understand requirements and design test approaches

  • Analyze test results and provide detailed feedback to development team

Preferred Skills and Experience:

  • Related field at least 2 years of relevant work experience.

- Working experience in generative AI models (LLM and LVM)

  • Excellent programming capability with Python and C/C+- Knowledge on deep learning and popular frameworks PyTorch or Tensorflow

- Knowledge in transformer and Huggingface library

  • Experience on Qualcomm QNN SDK is a big plus

  • Strong software design, development, and debugging skills

  • Knowledge in Android programming is plus

  • Knowledge in neural network model quantization is a plus

Minimum Qualifications:

• Bachelor's degree in Computer Science, Engineering, Information Systems, or related field.

Qualcomm expects its employees to abide by all applicable policies and procedures, including but not limited to security and other requirements regarding protection of Company confidential information and other confidential and/or proprietary information, to the extent those requirements are permissible under applicable law.