Biträdande forskare
Core
Analyze and quantify long-term measurements of respiratory, cardiovascular, and neurophysiological biosignals from sleep studies using machine learning and AI for endotyping and phenotyping.
Role type
Research Associate (Biosignal Engineering)
Builds
Clinical studies on sleep disorders (sleep apnea, insomnia) linking phenotypic features to patient outcomes.
Domain
Healthcare / Sleep Medicine / Biosignal Analysis
Deliverable
production ML models
Required skills
Machine learning, Artificial intelligence, Statistical modeling, Biosignal analysis, Data analysis
Preferred skills
Sleep parameter analysis, R, Python, MATLAB, Medical knowledge, Scientific publishing
Technologies
R, Python, MATLAB
Responsibilities
Analyze respiratory, cardiovascular, and neurophysiological biosignals from sleep measurements; Apply new analysis methods (ML/AI) for endotyping and phenotyping; Use advanced statistical models to link phenotypic features to clinical outcomes.
Seniority
Junior/Mid-level Research Associate