Sr Engineer, AI/Machine Learning
About The Position
The Sr Engineer, AI/Machine Learning is responsible for integrating existing measurement technologies to be applied to new clinical applications and support the development of next-generation medical devices. The role will focus on analyzing data from diverse sources to identify relationships between physiological measurements and clinically relevant conditions, and developing computational models for disease detection, diagnosis, and prediction of critical events. The position reports to the Manager, Algorithm – AI/Machine Learning and is part of the R&D Algorithm Engineering department located in Irvine, CA and will be an on-site role.
Requirements
- B.S. Degree in Electrical Engineering, Biomedical Engineering, or a related field with 3+ years of experience in AI/ML, statistical signal processing, and deep learning techniques, optimization methods, and numerical modeling within the medical device industry.
- Algorithm development experience using machine learning techniques such as regression, classification, clustering, etc., and deep learning techniques using neural networks, CNN, RNN, etc.
- Experience with machine learning libraries and modern frameworks such as PyTorch, Tensor flow, Keras, scikit-learn, etc.
- Strong programming skills in MATLAB/Python/C/C++ and exposure to software engineering methods.
- Familiarity with DSP architecture and embedded systems.
Nice To Haves
- Understanding of human physiology and exposure to designing clinical protocols.
- Prior experience in application of AI/ML and signal processing techniques tools to bio-medical signals.
Responsibilities
- Develop new advanced algorithms using, machine learning techniques, deep learning models, digital signal processing techniques, optimization and numerical modeling in MATLAB, Python or similar software.
- Responsible for algorithm design, development, implementation, testing, and documentation for Biomedical Signal Processing systems.
- Contribute to the organization’s strong drive to be on the cutting edge of technology through the generation of patentable ideas.
- Work with cross-functional teams in the R&D group, including hardware and software engineers.
Benefits
- paid time off
- medical/dental/vision insurance
- 401(k)
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What This Job Offers
Job Type
Full-time
Career Level
Senior
