Machine Learning Engineer
4 weeks ago
Job Summary:
As a Software Engineer at Qualcomm, you will design, develop, create, modify, and validate embedded and cloud edge software, applications, and/or specialized utility programs that launch cutting-edge, world-class products that meet and exceed customer needs.
Key Responsibilities:
- Develop model tools and deliver advanced machine learning solutions on top of Qualcomm's hardware and software infrastructure to key customers.
- Work with ML frameworks like PyTorch and TensorFlow, extend Qualcomm AI software platform and AI Model Efficiency Toolkit to support the latest and greatest ML models, including Gen AI models.
- Analyze accuracy loss, develop quantization techniques, and fine-tune models to improve on-target accuracy.
Requirements:
- Good Python/C++ skills with strong fundamentals in programming.
- Solid understanding of machine learning technology and hands-on experience in design/implementation of deep learning networks via PyTorch or TensorFlow.
- Expertise in at least one of the following areas: LLM or Diffusion model training, fine-tuning, PyTorch model quantization or compression toolkit development, CUDA programming and debugging, deploying models via SNPE/QNN or other machine learning frameworks, DSP software development and algorithm implementation.
Education:
- 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.
Qualifications:
- Ability to quickly learn new technologies and work on resolving customer-reported technical problems during mobile or wireless communication product development cycles.
- Collaboration with systems, hardware, architecture, test engineers, and other teams to design system-level software solutions and obtain information on performance requirements and interfaces.
About Qualcomm:
Qualcomm is an equal opportunity employer. We are committed to providing an accessible and inclusive environment for all employees and applicants. If you are an individual with a disability and need an accommodation during the application/hiring process, please contact us at [insert contact information].
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