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Senior Machine Learning RTL Engineer

Company: Lattice Semiconductor
Location: San Jose
Posted on: August 6, 2022

Job Description:

Sr. Machine Learning RTL EngineerJob Category: Product Development/Engineering
COMPANY PROFILE:

  • Lattice Semiconductor (NASDAQ: LSCC) is the global leader in smart connectivity solutions, providing market leading intellectual property and low-power, small form-factor devices that enable more than 8,000 global customers to quickly deliver innovative and differentiated cost and power efficient products.
  • The Company's broad, end-market exposure solves customer problems across the network from the Edge to the Cloud for clients in consumer electronics, industrial equipment, communications infrastructure, computing and automotive. Our technology, long-standing relationships and commitment to world-class support enables our customers to quickly and easily unleash innovative solutions to create a smart, secure, and connected world.
  • Our control, connect and compute solutions enable the Internet of Things to operate safely, easily, and more autonomously at the edge of the network core. While you may not see our products, you are interacting with them all day, every day. We make your experience smarter and better-connected. Join Team Lattice---and help us continue to drive innovation that creates a smarter, better-connected world. Together, we enable what's next.
    SUMMARY:
    • Lattice Semiconductor, a leader in low power FPGA is looking for a senior member of technical staff to provide innovative solutions using our machine learning framework -- sensAI. To be successful in this role candidate needs to have experience in solving problems with neural networks particularly targeted towards video/image applications. The neural network inference experience with resource constrained devices like FPGA/microprocessors is a big plus.
      RESPONSIBILITIES:
      • Design neural network for video/image application
      • Train network with framework with TensorFlow/Keras
      • Inference trained network on resource constrained devices
      • Suggest enhancements to neural network inference engines and run time generation compilers
      • Document efficient ways to implement application with Lattice solution
        REQUIREMENTS:
        • Neural network design for video/image applications
        • Experience with framework like TensorFlow, Keras, Pytorch
        • Neural network optimization skills like pruning, quantization during training
        • Programming with Python
        • PHd with 2+ years' experience or MS with 4+ years' experience
          COMPETITIVE BENEFITS PACKAGE INCLUDING:
          • Medical, dental, vision effective on date of hire
          • 401(k) with company match
          • Employee Stock Purchase plan, Commuter Benefit, and more
            Lattice Semiconductor is an EEO/Affirmative Action Employer and does not discriminate on the basis of race, color, religion, sex, sexual orientation, gender identity, national origin, protected veteran status, disability or any other legally protected status.

Keywords: Lattice Semiconductor, San Jose , Senior Machine Learning RTL Engineer, Engineering , San Jose, California

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