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samsungsemiconductor

20 days ago

Senior Engineer, Physical Design AI/ML

Onsite · San Jose, California, United States San Jose, California, United States

pythonpytorchtensorflow logic pathfinding lab

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Join a team in San Jose focused on enhancing chip design through AI and machine learning. You'll work on optimizing performance, power, and area for advanced technology nodes.

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Job description

Join a team in San Jose focused on enhancing chip design through AI and machine learning. You'll work on optimizing performance, power, and area for advanced technology nodes.

Details

  • San Jose, California, onsite
  • $138,000—$206,000 USD
  • PhD preferred
  • Skills: Python, PyTorch, TensorFlow

The work

  • Design and implement machine learning models for chip layout optimization
  • Automate design implementation and verification steps using exploratory PDKs
  • Collaborate on generating automated QA systems for PDK generation
  • Research new device architectures and integration schemes for sub-2nm technology nodes