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Sr Engineer II – AI/Machine Learning
| Company | Masimo |
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| Location | Irvine, CA, USA |
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| Salary | $165000 – $185000 |
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| Type | Full-Time |
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| Degrees | Bachelor’s |
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| Experience Level | Senior |
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Requirements
- At least 6+ years of experience in AI/ML, statistical signal processing, and deep learning techniques, optimization methods, and numerical modeling.
- Algorithm development experience using machine learning techniques such as regression, classification, clustering, etc., and deep learning techniques using neural networks, CNN, RNN, etc.
- Expertise in data analysis and data mining.
- 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.
- Exposure to DSP Programming.
- Excellent conceptual, analytical, and problem-solving abilities.
- Ability to excel in a fast-paced and dynamic work environment.
- Excellent verbal and written communication skills.
Responsibilities
- Design and develop AI and ML models to solve complex problems.
- 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.
- Design, train and evaluate machine learning models using large datasets in the cloud.
- Prototype new ideas/technologies to create proof of concept and demos.
- 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.
- Effectively communicate with engineering and marketing teams.
- Design clinical studies to collect physiological data from human subjects, perform data collection and analysis of physiological data.
- Carry out statistical analysis of clinical data.
- Implement physiological parameter measurement algorithms on embedded systems.
- Deliver high quality software design, documentation and implementation.
- Performs other duties as assigned.
Preferred Qualifications
- Understanding of human physiology and exposure to designing clinical protocols are preferred.
- Prior experience in application of AI/ML and signal processing techniques tools to bio-medical signals is a plus.
