Senior C++/Python Engineer

1 week ago


Santa Clara, United States Solomon Page Full time
Senior C++/Python Software Engineer (Full-time)
Location: Santa Clara, CA (Hybrid, 1-day a week onsite, 4 days remote)
Our client is looking to fill the role of Senior C++/Python Software Engineer. This role will be hybrid and based out of the Santa Clara office.
Responsibilities:
  • Developing and Building software programs end to end to production.
  • Training, and deploying deep learning models for a variety of DNN tasks.
  • Optimizing and compiling models for different runtime agents including OpenVino, ONNX runtime, TensorRT, TFLite runtime, and HW.
  • Work with open-source custom models and datasets, and port open-source models to our supported runtimes.
  • Benchmarking the ported models on different runtimes and writing quality assurance code for maintenance.
  • Document and maintain all the developed models.
  • Training and deploying deep learning models for a variety of DNN tasks.
  • Optimizing and compiling models for different runtime agents including OpenVino, ONNX runtime, TensorRT, TFLite runtime, and our HW.
  • Work with open-source custom models and datasets, and port open-source models to supported runtimes.
  • Benchmarking the ported models on different runtimes and writing quality assurance code for maintenance.
  • Document and maintain all the developed models.
Minimum Qualifications
  • Bachelors degree or equivalent practical experience.
  • At least 2 -3 years experience in software development in C++ and/or Python
  • Experience with software development and debugging in Python and or C++
  • Experience in shipping production software.
  • Experience in End-to-End development.
  • Experience with Git
  • Experience in ML development: (a) training networks locally/on cloud and/or (b) deploying models in the production environment.
  • Experience with Pytorch
  • Experience with applied machine learning.
  • Ability to write ML model definitions and training loops.
  • Familiarity with common computer vision datasets and how to use them.
Bonus Qualifications:
  • Familiarity with machine learning hardware optimization methods such as quantization and pruning.
  • Familiarity with TFLite, ONNX or Torch Script
  • Familiarity with Runtime agents like OpenVINO, TensorRT, TFlite runtime

#dice

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