Machine Learning Engineer for Edge Computing

Vor 5 Tagen


Bellevue GE, Genf, Schweiz CERN Vollzeit

**Job Details**

This is an 18-month contract with a possible extension up to 36 months maximum. You will work 40 hours per week, with a target start date of 01-April-2025.

Responsibilities

You will be responsible for developing and optimizing Neural Network (NN) inference implementations for NanoXPlore FPGAs, implementing image segmentation NNs for real-time onboard identification of marine debris, and benchmarking and evaluating FPGA demonstrator systems.

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.
  • Knowledge of Earth Observation applications and hyperspectral imaging.
  • Strong teamwork and communication skills, with the ability to present and document technical work effectively.

About Us

CERN is committed to diversity and inclusion, and we welcome applications from all qualified candidates.



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