Senior/Staff Data Scientist
Core
Design and develop state-of-the-art classification algorithms for EEG neurodiagnostics to detect seizures and analyze neurological conditions in acute care settings.
Role type
Senior/Staff Data Scientist (Biomedical Signal Processing & ML)
Builds
Rapid seizure detection technology and EEG neurodiagnostic algorithms for point-of-care medical devices
Domain
Medical technology / Neurodiagnostics / Biomedical signal processing
Deliverable
production ML models
Required skills
Time-series analysis, Statistical signal processing, Machine learning, Pattern recognition, Feature engineering, Deep learning (CNNs, RNNs), Python, Matlab, R, Algorithm development, Data preprocessing
Preferred skills
Neurodiagnostics experience, EEG data processing, Experience with noisy/imbalanced biomedical data, Mentorship
Technologies
Python, Matlab, R, CNNs, RNNs
Responsibilities
Design classification algorithms for neurological indications, Analyze data for trends and patterns, Collaborate with clinical stakeholders to define project needs, Select and implement evaluation metrics, Document and validate models for regulatory compliance, Mentor junior data scientists
Seniority
Senior/Staff, hands-on IC with mentorship responsibilities