Responsibilities:
- Apply state of the art machine learning knowledge to the healthcare domain to identify solutions to healthcare problems.
- Work with large data sets, integrate diverse data sources, data types and data structures into the solution.
- Develop analytical approaches to meet business requirements; this involves translating requests into use cases, test cases, preparation of training data sets and iterative algorithm development.
- Collaborate with various stakeholders on the formulation and application of new modelling solutions for a variety of healthcare related problems.
- Engage in deep research and identify new predictive modelling techniques as appropriate for a specific solution.
- Present research results and recommendations.
- Performs exploratory data analysis to gauge the need for or appropriateness of advanced analytical methods.
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