Senior Manager
Core
Senior individual contributor leading exploratory analysis and defining data science pipelines for drug development and clinical study design using multi-modal data.
Role type
Senior IC machine-learning engineer (digital health & multi-modal data science)
Builds
Production ML models, analytics pipelines, and decision support tools for drug development scientists
Domain
Pharmaceutical R&D, Digital Health, Clinical Trials
Deliverable
production ML models
Required skills
Python, statistical modeling (mixed-effects, longitudinal), deep learning (Transformers, ensembles), biomarker discovery, multi-modal data integration, clinical trial design knowledge, data visualization
Preferred skills
NLP, causal ML, explainable AI, survival analysis, genomics/proteomics/imaging data analysis, molecular biology knowledge
Technologies
Python, R, SQL, cloud platforms, Git
Responsibilities
Build and maintain Python pipelines for wearable/sensor time-series data; develop and validate models for longitudinal sensor data; execute data science analyses on clinical trial and real-world data cohorts; formulate and validate predictive models for precision medicine; collaborate with biostatisticians on statistical analysis plans; mentor team members on engineering rigor
Seniority
Senior, hands-on IC
