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Field of Talent · 3 weeks ago

Lead Machine Learning Scientist

United States

Full-time

Remote

Lead/Staff

Field of Talent is an early-stage medical device company focused on developing advanced physiologic monitoring technologies. They are seeking a Lead Machine Learning Scientist to spearhead the development of ML models for extracting clinically significant risk signals from multi-modal physiological data, with a direct impact on clinical decision-making in perioperative care.

ConsultingRecruitingStaffing Agency

Responsibilities

Design, build, and validate ML pipelines for multi-signal physiologic data modeling

Develop robust feature extraction methods for EEG, ECG, pulse oximetry (SpO₂), and motion signals

Train and evaluate models to estimate clinically relevant metrics such as arousal burden, hypoxic burden, arousal threshold, and airway instability

Collaborate closely with clinical domain experts (sleep medicine and anesthesia) to translate physiologic signals into operational risk signatures

Assess model performance, interpretability, and generalizability across patient populations

Prepare technical methods, results, and documentation for NIH deliverables, publications, and regulatory-facing materials

Qualification

Machine LearningDeep LearningPhysiologic Signal ModelingFeature ExtractionBiomedical EngineeringComputational NeuroscienceAnalysisClinical CollaborationMedical DevicesAnesthesia KnowledgeSleep Medicine KnowledgeTechnical Documentation