Clinical Data Scientist - Digital Twins & AI/ML
Core
Lead the development, evaluation, and application of digital twins to simulate virtual patients, disease trajectories, and clinical trials, translating clinical questions into quantitative strategies.
Role type
Senior Clinical Data Scientist (Digital Twins & AI/ML)
Builds
Digital twins for patients, disease progression, and trial outcomes
Domain
Life Sciences / Clinical Development / AI/ML
Deliverable
production ML models
Required skills
Digital twin development, machine learning, statistical modeling, causal inference, clinical trial simulation, Python, R, multi-modal data integration, reproducible workflows
Preferred skills
Bayesian modeling, survival analysis, longitudinal modeling, adaptive trial design, synthetic control arms, cloud platforms (AWS/GCP/Azure), clinical data standards
Technologies
Python, R, AWS, GCP, Azure
Responsibilities
Design and validate digital twins for patients and trial outcomes; combine ML, statistical, and mechanistic models; evaluate protocol design options; analyze multi-modal datasets; build reproducible pipelines; collaborate with biostatisticians and pharmacometricians; ensure model quality and interpretability; communicate insights to stakeholders
