Senior Data Scientist
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About the role
We're looking for a Senior Data Scientist to build the prediction engine behind our staffing platform. You'll report directly to our VP R&D and work on real hospital data that directly shapes how nurses are scheduled.
• Census prediction: forecast how many patients each hospital unit will have, shift by shift, from hours to weeks ahead, using admissions, discharges, transfers, seasonality and hospital-specific patterns.
• Patient acuity: model how sick patients are and how much nursing care they need, based on clinical data such as vitals, diagnoses, orders and nursing assessments.
• Nursing workload: combine census and acuity into workload predictions that drive how nurse shifts are planned and assigned.
• Clinical data: work hands-on with EHR records and ADT feeds from hospitals: messy, incomplete and full of signal.
• Own models end to end, from exploration and validation to production and monitoring. About you
• You are highly motivated and excited to work at an early-stage company
• 5+ years as a data scientist, with models running in production
• Strong hands-on experience with time-series forecasting and classification models
• Strong Python and SQL
• An advantage is given to those with experience in healthcare or clinical data (EHR, ADT, HL7/FHIR)
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