Aktuelle Jobs im Zusammenhang mit Machine Learning FPGA Specialist - Genf, Genf - CERN

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    vor 4 Wochen

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    vor 47 Minuten

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  • High-Performance Computing Specialist

    vor 15 Stunden

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    Vor 3 Tagen

    Genf, Genf, Schweiz CERN Vollzeit

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  • AI Solution Architect

    Vor 4 Tagen

    Genf, Genf, Schweiz Talan Group Vollzeit

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Machine Learning FPGA Specialist

vor 2 Wochen

Genf, Genf, Schweiz CERN Vollzeit

We are looking for a talented Machine Learning FPGA Specialist to join our team at CERN. As part of the Edge SpAIce project, you will work on developing and optimizing Neural Network (NN) inference implementations for NanoXPlore FPGAs, which are well-suited for low-power, high-throughput embedded processing.

Your key responsibilities will include:

  • Developing and optimizing NN inference implementations for NanoXPlore FPGAs.
  • Implementing image segmentation NNs for real-time onboard identification of marine debris.
  • Benchmarking and evaluating FPGA demonstrator systems, measuring latency, power efficiency, and accuracy.

Requirements:

  • Experience with FPGA development, including High-Level Synthesis (HLS), Hardware Description Languages (HDLs) such as Verilog or VHDL, and C++.
  • Familiarity with hls4ml, NanoXPlore FPGAs, and Quantization Aware Training is a plus.
  • Understanding of Neural Networks for image processing, particularly image segmentation.