Data Scientist I
University of Florida · Gainesville, Florida, US
Classification Title: Data Scientist I Classification Minimum Requirements: A Bachelor's Degree in data science, statistics, bioinformatics, analytics, or si...
Job description
Classification Title: Data Scientist I Classification Minimum Requirements: A Bachelor's Degree in data science, statistics, bioinformatics, analytics, or similar field and two years of experience; Master's Degree in data science, statistics, bioinformatics, analytics, or similar field. Job Description: Data Acquisition, Integration & Management Acquire, link, and manage large-scale datasets (e.g., Medicaid T-MSIS, commercial claims, EHR/dental EHR) Develop reproducible pipelines for data ingestion, cleaning, and transformation Ensure high data quality through validation, auditing, and documentation Implement scalable workflows for handling longitudinal and multi-source data Advanced Statistical Analysis & Modeling: Design and implement statistical and quasi-experimental analyses (e.g., regression, survival analysis, causal inference, difference-in-differences) Apply machine learning methods (e.g., classification, clustering, predictive modeling) where appropriate Evaluate model performance and ensure interpretability and robustness Collaborate with investigators to translate research questions into rigorous analytic plans Programming, Automation & Reproducible Rese...