- Bachlor’s degree in Applied Science/Mathematics or Engineering.
- 4 years of relevant experience or an equivalent combination of experience and education.
- Leadership positions external from AI/ML.
- Awareness of software engineering best practices with
hands-on experience (Java, C++, Python).
- Cloud (Azure, H2O, AWS, etc) production model management
- Experience with data preparation or end-to-end AI-based
- Experience publishing patents or peer-reviewed papers.
- Taken an existing model and increased performance through a variety of methods such as:
o runtime environments
- Worked with PyTorch and/or Tensorflow for development, ONNX
or C++ for deployment.
- Implemented state of the art papers.
- Deployed a model with aggressive inference speed