Principal Algorithms Engineer
Core
Lead the development of advanced algorithms for patient monitoring using machine learning and signal processing techniques.
Role type
Principal Algorithms Engineer (Medical Devices)
Builds
Patient monitoring algorithms for medical devices
Domain
Biomedical engineering / Medical technology
Deliverable
production ML models
Required skills
deep reinforcement learning, general machine learning, deep learning (CNN, LSTM, Transformer), digital signal processing, mathematical modeling, algorithm development, statistical data analysis, Python, MATLAB
Preferred skills
biomedical time series data analysis, control theory, patient monitoring and human physiology knowledge
Technologies
Python, MATLAB, CNN, LSTM, Transformer
Responsibilities
Lead development of advanced algorithms for patient monitoring; Perform statistical data analyses to characterize algorithm performance; Collaborate with clinicians on clinical trials and scientific publications; Collaborate on regulatory submissions and product launches
Seniority
Principal, hands-on IC with strategic impact