Data Science Expert
1 day ago
AiCure is seeking a highly skilled Data Science Expert to join our Clinical Data Science team. In this role, you will provide programming, advanced statistical, and machine learning expertise to support digital biomarker and predictive model research on the AiCure platform.
Job DescriptionThe Senior Data Scientist will work closely with the broader AiCure team to execute analyses in accordance with customer requirements. This includes exploratory data analysis, statistical analysis, inference model development, data visualizations, and data quality assessment.
Responsibilities- Develop high-quality code implementing validated digital biomarker analysis and inference models as application programming interfaces
- Perform exploratory data analysis, statistical testing, and inference model development for measurement and validation of novel disease and behavioral digital biomarkers
- Develop predictive models of patient behavior with machine learning and statistical methods utilizing complex, high dimensional digital biomarker and other available data
- Contribute to assessment and implementation of computational, algorithmic, and predictive analytics approaches to address assigned research questions
- Make substantial contributions to the experimental design and scope of research projects including data requirements, method selection, analysis and validation approaches
- Independently execute experimental plans, interpret and communicate results to department leadership
- Develop data visualizations for complex, high dimensional digital biomarker data, model performance, and other product offerings as needed
- Develop data quality metrics, develop and execute data quality assessments
- Interface closely with applications research to translate novel digital biomarkers and inference models into engineered product applications
- Contribute to the design and conduct of continuous validation plans for production systems that incorporate digital biomarkers and predictive models
- Mentor junior staff and student interns
- Present and interpret results to a wide array of clinical, technical and lay audiences
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