Data Scientist AST

Key Responsibilities

• Collaborate with cross-functional stakeholders, including product and service teams, to define research questions and execute research initiatives related to joint arthroplasty outcome prediction.
• Designs, develops, and validates relevant supervised and unsupervised ML algorithms to analyze structured and unstructured large datasets from multiple disparate sources and train predictive models.
• Perform data exploration (e.g., clustering) and identify meaningful insights from large data and metadata sources; conduct fairness and bias analyses to evaluate model performance; interprets and communicates insights and findings from analysis and experiments to product, service, and business managers.
• Apply principles of Responsible AI to ensure models are interpretable, robust, and ethically sound.
• Conduct reproducible studies with well-maintained professional documentation; ensure proper organization of data and code repositories.
• Contribute to the preparation of progress reports and presentations for internal and external stakeholders, including the regulatory team.
• Publish research findings in peer-reviewed journals and present at scientific conferences.
• Know and apply the Quality System and relevant Federal and International standards.