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Sr Engineer, AI/Machine Learning
Masimo
- Irvine, California, United States
- Irvine, California, United States
Über
Please note this is an onsite position at our Irvine, CA office.
Duties & 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
Minimum Qualifications
At least 3+ 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
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
Education M.S. or Ph.D. degree in Electrical Engineering, Biomedical Engineering, or a related field required
Compensation + Benefits The anticipated range for this position is $140,000 - $170,000. Actual placement within the range is dependent on multiple factors, including but not limited to skills, education, and experience. This position also qualifies for up to 10% annual bonus based on Company, department, and individual performance. Masimo offers benefits such as Medical, Dental, Vision, Life/AD&D, Disability Insurance, 401(k), Vacation, Sick, Holiday, Paid Maternity Leave, Flexible Spending Accounts, voluntary Accident, Critical Illness, Hospital, Long-Term Care, Employee Assistance Program, Pet Insurance, on-site Wellness Clinic, Fitness Center, Café. All benefits are subject to eligibility requirements.
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Sprachkenntnisse
- English
Hinweis für Nutzer
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