Scientist, Machine Learning (Human Physiology)
Core
Ground physiological signals in human physiology, co-design human studies, and build models relating measurements to reference outcomes in small cohorts.
Role type
Senior IC scientist (human physiology & machine learning)
Builds
Production ML models and evidence-based interpretations for a novel device platform
Domain
Life sciences / Human physiology / Digital biomarkers
Deliverable
production ML models
Required skills
Human physiology expertise, applied machine learning, statistical modeling on small datasets, Python, signal processing, study design
Preferred skills
Remote physiological sensing, digital biomarkers, skin optics models, modeling individual baselines, venture-backed startup experience
Technologies
Python, modern ML stack
Responsibilities
Ground measured signals in physiology and identify confounds; Co-design human studies with endpoints and protocols; Build and evaluate models relating measurements to reference measures; Set evidence bars for product shaping; Review extracted signals for physiological plausibility
Seniority
Senior, hands-on IC
