AI/ML Algorithms Engineer

3 weeks ago


Beijing, Beijing, China Qualcomm Full time
Job Title: AI/ML Algorithms Engineer

Qualcomm is seeking a highly skilled AI/ML Algorithms Engineer to join our team. As a key member of our engineering group, you will be responsible for developing and implementing advanced machine learning algorithms for our cutting-edge devices.

Responsibilities:
  • Design and develop efficient machine learning algorithms for generative AI, LVM, LLM, and multi-modality.
  • Research and develop inference algorithms, including batching, KV caching, efficient attentions, long context, and parallel decoding.
  • Develop advanced quantization algorithms for complex generative models, such as GPTQ and automatic mixed precision.
  • Implement model compression, lossy or lossless, structural and neural search, and distillation techniques.
  • Apply optimization-based learning and learning-based optimization techniques.
  • Prototype generative AI systems, including AI agents.
  • Collaborate with cross-functional teams to apply solutions towards systems innovations for model efficiency advancement on device and in the cloud.
Requirements:
  • Master's degree in Computer Science, Engineering, High Performance Computation, Information Systems, or related field. PhD preferred.
  • 3+ years of experience with machine learning algorithms or systems engineering or related work experience.
Preferred Qualifications:
  • 2+ years of experience with machine learning algorithms or systems engineering or related work experience.
Company Overview:

Qualcomm is a leading technology company that is committed to innovation and excellence. Our team is passionate about developing cutting-edge technologies that enable state-of-the-art networks to run on devices with limited power, memory, and computation.

We are an equal opportunity employer and are committed to diversity on our teams. If you are an individual with a disability and need an accommodation during the application/hiring process, please contact us.



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