Staff Research Associate III (Data Scientist)

Job description

Position Definition: We are seeking a highly motivated and skilled Data Scientist to join our team focused on understanding the complicated relationship between biomechanical markers and aortic disease. This role will be instrumental in leveraging big data approaches to analyze vast datasets, identify patterns, and develop predictive models. Essential Functions: - Data Acquisition and Processing - Collaborate with biomechanics researchers and engineers to collect and integrate large-scale biomechanical datasets. - Develop efficient data cleaning and preprocessing pipelines to handle diverse data types and ensure data integrity. - Feature Engineering and Model Development - Extract meaningful measures from biomechanical data, potentially including motion capture, force plate, and physiological measurements. - Design and implement advanced machine learning models (e.g., deep learning, statistical modeling) to predict aortic disease risk progression. - Model Evaluation and Validation - Develop rigorous evaluation metrics and perform robust statistical analysis to assess model performance. - Validate model predictions against clinical outcomes and validate findings across diverse patie...