JOB REQUIREMENTS: Job Summary: Are you passionate about improving patient health outcomes, optimizing healthcare processes, and advancing science? Join our dynamic Informatics and Information Technology team at the University of Wisconsin School of Medicine and Public Health in Madison, Wisconsin. We are committed to revolutionizing healthcare through implementation of advanced data science approaches, conducting cutting-edge data-centric research, and generating real-world evidence to improve patient health outcomes at UW Health and beyond. As a Data Scientist, the incumbent will use real world data including Electronic Health Record (EHR) data to develop and implement advanced computational algorithms and support conduct of groundbreaking data-driven research. On a day-to-day basis, the incumbent could expect to engage in the following activities: - Data Collection and Preprocessing: preprocess, and validate EHR data, ensuring data quality and reliability; and transform raw data into standard data models (OMOP, mCODE, i2b2 etc.). - Algorithm Development and Optimization: develop and optimize advanced computational algorithms using Artificial Intelligence (AI), Machine Learning (ML), regression, and rules-based models; apply AI/ML techniques to analyze EHR data, to uncover hidden biological and health patterns and gain meaningful insights; evaluate, validate, and implement AI/ML models, regression, and rules-based algorithms on UW Health EHR data; and ensure the reliability and accuracy of algorithms for production environments. - Feature Engineering and Selection: identify key features of EHR data to enhance model performance; and apply domain-specific knowledge to identify meaningful features for predictive modeling. - Predictive Modeling and Insights: build predictive models to forecast disease risk and progression, health outcomes, and treatment effectiveness; and gain actionable insights from model outputs and communicate findings to research community. - Natural Language Processing (NLP): apply NLP techniques to extract insights from clinical notes, reports, and unstructured text data; and develop models for sentiment analysis, entity recognition, and information... For full info follow application link. The University of Wisconsin-Madison is an Equal Opportunity and Affirmative Action Employer. Qualified applicants will receive consideration for employment without regard to, including but not limited to, race, color, religion, sex, sexual orientation, gender identity, national origin, age, pregnancy, disability, or status as a protected veteran and other bases as defined by federal regulations and UW System policies. We promote excellence through diversity and encourage all qualified individuals to apply. If you need to request an accommodation because of a disability, you can find information about how to make a request at the following website: https://employeedisabilities.wisc.edu/disability-accommodation-information-for-applicants/ ***** APPLICATION INSTRUCTIONS: Apply Online: ipc.us/t/DF6E5DED7AA84D6B