Research Data Scientist

UW-MADISON • Madison, WI • 18h ago

JOB REQUIREMENTS: Current Employees: If you are currently employed at any of the Universities of Wisconsin, log in to Jobs Hub to apply through the internal application process.Job Category:Academic StaffEmployment Type:Terminal (Fixed Term)Job Profile:Data Scientist IIIJob 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 in WI. As a Research Data Scientist, the incumbent will use clinical data to develop and implement advanced computational algorithms and to support groundbreaking data-driven research. This role is critical to integrating disparate data domains; you will architect multi-modal analysis pipelines and serve as a primary consultant for researchers, helping them navigate complex study designs and analysis. On a day-to-day basis, the incumbent could expect to engage in the following activities in supporting researchers: Multi-Modal Pipeline Development: Develop and implement informatics pipelines for the processing, integration, and harmonization of heterogeneous data sources (e.g., joining unstructured clinical notes with medical imaging and structured diagnostic codes). Statistical Modeling & Hypothesis Testing: Develop predictive models using retrospective real-world data to estimate disease risk, progression, and treatment effectiveness, while addressing bias and fairness. Design and execute rigorous hypothesis testing on observational datasets to validate research findings. Imaging Analysis: Analyze imaging datasets using advanced computational methods and Vision Models (e.g., CNNs, Transformers) to identify patterns in complex biological data. NLP & EHR Analysis: Leverage modern NLP frameworks and LLMs to extract critical insights from unstructured clinical notes and reports, ensuring data quality and integrity... 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/ED5F177BA2274518

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