Overview
Indiana University Health is unlike any other healthcare system and we're looking for team members who share the things that matter most to us. People who are inspired by challenging and meaningful work for the good of every patient. People motivated to do their best every day. People who are always ready to apply themselves. As one of Indiana's largest employers, our vision is to lead the transformation of healthcare through quality, innovation and education, and make Indiana one of the nation's healthiest states.
Data Scientist
(this position is hybrid and will require some onsite work in Indianapolis, Indiana)
Solves business problems through making testable predictions from data.
RESPONSIBILITIES:
• Consulting with stakeholders to identify business problems, curating any data necessary, creating machine learning models and programmatically updating models and predictions.
• Creating interactive visualizations to communicate model performance and business impact, meeting the needs of end-users, and soliciting feedback for continual improvement.
• Provide a python API to UMLS data
• Use NLP and LLM to identity ontologies and values in doctor's notes.
• Develop python API to provide data to a react.js app
• Provide data science and ML expertise for modeling patient outcomes.
REQUIREMENTS:
• Masters Degree required.
• 3 Years of experience required.
• Strong demonstrated working knowledge of SQL and data modeling required.
• Demonstrated experience with statistical methods and machine learning algorithms (e.g. resampling methods, ensemble models, forecasting models).
• Demonstrated experience scripting with a general-purpose language (e.g. Python).
• Demonstrated experience creating dashboards (e.g. Tableau).
• Demonstrated experience using cloud services (e.g. Azure).
Location: Indianapolis, IN
Posted: Aug. 16, 2024, 4:18 a.m.
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