Qualcomm

Machine Learning Engineer, Staff (Model Optimization)

Qualcomm
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1 day ago
San Diego, CA, USAStaff+
H1B Sponsor

Base Salary

$158k - $238k/yr

Responsibilities

  • Extend training and runtime frameworks and model-efficiency tools with new features and optimizations.
  • Architect and develop machine learning hardware co-designed with machine learning software for inference and training.
  • Develop optimized machine learning kernels, compiler tools, and model-efficiency software for hardware-based AI deployment.
  • Apply machine learning techniques to products and AI solutions and help customers use them.
  • Prototype novel machine learning solutions aligned with product proposals and roadmaps.
  • Conduct experiments to train and evaluate machine learning models and software.
  • Collaborate with hardware, software, and cross-functional teams.
  • Provide supervision and guidance to other team members and influence decisions beyond the immediate work group.

Requirements

  • Bachelor's degree in Computer Science, Engineering, Information Systems, or a related field plus 4+ years of relevant experience; or a master's degree plus 3+ years; or a PhD plus 2+ years.
  • 5+ years of experience with machine learning frameworks such as TensorFlow, Caffe, Caffe2, PyTorch, or Keras.
  • 5+ years of embedded-system development and optimization experience applied to an ML problem domain such as NLP or multimedia.
  • 5+ years of experience with ML-suitable programming languages such as Python, R, C, or C++.
  • 5+ years of experience using statistics and probability.
  • 3+ years of experience working in a large matrixed organization.
  • 2+ years of experience with low-level interactions between operating systems and hardware, including Linux, Android, or QNX.
  • Preferred qualifications include a master's degree, technical leadership experience, and experience interacting with senior leadership.

Benefits

  • Annual discretionary bonus program and opportunity for annual RSU grants are available in addition to base pay.
  • Competitive benefits package designed to support employees at work, at home, and at play.
  • The posted pay scale is $158,400.00-$237,600.00 for the applicable location and job code.
  • Qualcomm provides workplace accessibility and reasonable accommodations during the hiring process.

Tech Stack

CC++KerasLinuxPythonPyTorchRTensorFlow
Qualcomm

About Qualcomm

10,000+ employees

Inspired by 250 years of American ingenuity, we build technologies that expand what’s possible. From wireless to AI at scale and 6G, our innovations power progress worldwide.

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