Algorithms

Deep Learning Engineer

At Lightelligence, we’re building computational machines that are solving problems in ways that have never been done before. We’re looking for a deep learning engineer with strong software skills for building and training application specific models based on Optical Processing Unit (OPU) accelerators.

What you’ll do at Lightelligence:

  • Build OPU accelerator SDK, including operation library, compiler, etc.

  • Implement ML inference techniques such as quantization, compression and calibration, working closely with machine learning scientist. 

  • Participate in the system architecture design, working closely with electrical engineers.

Essential aspects of this role:

  • Master’s in computer science or related fields (exceptional Bachelor’s degree candidates will be considered) 

  • Highly proficient in deep learning frameworks, e.g. Tensorflow, etc. 

  • Substantial experience with Python and C++ 

  • Experience with software testing and building robust software systems 

  • Experience in compilers, e.g. LLVM 

  • Understanding of the different machine learning accelerator architectures, e.g. GPU, ASIC, FPGA 

  • 2+ years of experience in machine learning