Our client is looking to fill the role of Senior C++/Python Software Engineer. This position will be hybrid and based out of Santa Clara.
Responsibilities:
- Writing and/or programming software using C++ and/or Python
- 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, ORCA.
- 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.
Required Qualifications:
- Bachelor’s degree or equivalent practical experience.
- At least 2 years’ experience in Software Development in C++ and/or Python in Machine Learning (a) training networks locally/on cloud and/or (b) deploying models in the production environment.
- Experience with Pytorch
- Experience with software development and debugging in C++ and/or Python.
- Experience with applied machine learning.
- Ability to write ML model definitions and training loops.
- Familiarity with common (vision and natural language processing) datasets and how to use them.
- Experience with Git
- 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
If you meet the required qualifications and are interested in this role, please apply today.
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