JobsSenior AI Research Quantization Engineer
Job description
Qualcomm AI Research is seeking algorithm engineers specializing in machine learning, particularly in deep learning, generative AI, and related fields. The team focuses on developing advanced machine learning technologies and user-friendly model optimization tools. Engineers will work on on-device generative AI optimization and collaborate across hardware, software, and systems. This role offers the chance to contribute to cutting-edge research and see designs implemented in industry-leading devices.
Requirements
- Bachelor's degree in Computer Science, Engineering, Information Systems, or a related field and 2+ years of relevant work experience, or a Master's degree with 1+ year of experience, or a PhD.
- 2+ years of experience with machine learning algorithms or systems engineering is preferred.
Responsibilities
- Conduct algorithms research and development for efficient generative AI and related models.
- Develop advanced quantization algorithms for complex generative models.
- Implement model compression techniques, both lossy and lossless.
- Prototype generative AI systems and apply solutions for model efficiency advancements.
- Program using Python and Pytorch.
Benefits
- Qualcomm offers competitive compensation, annual bonuses, stock programs, comprehensive healthcare coverage, retirement plans, wellness programs, parental leave, flexible work options, and professional development opportunities.
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