U

University of Texas at Austin

Public research university in Austin, TX

Graduate Research Assistant - Quantitative and Systems Health Services

Internship
$21.8k - $41.6k/yr
PhD
Austin, TX, USA
In Person
Academic & Institutional Research
Company Does Not Provide H1B Sponsorship

About the job

Requirements
  • Be enrolled in a Ph.D. program at The University of Texas at Austin in Computer Science, Biomedical Informatics, Data Science, Electrical & Computer Engineering, or a related quantitative field.
  • Demonstrate proficiency in Python and core computational libraries including NumPy, Pandas, Scikit-Learn, and PyTorch or TensorFlow.
  • Have coursework or experience in machine learning, deep learning, natural language processing, or probabilistic graphical models.
  • Have a solid background in linear algebra, multivariable calculus, probability theory, and statistical inference.
  • Have written and oral communication skills and a track record of rigorous code documentation and collaborative software development.
Responsibilities
  • Fine-tune, prompt-engineer, and evaluate open-source large language models and Transformer architectures for biomedical data normalization.
  • Map observational healthcare data to data standards and assist in constructing common data elements and knowledge graphs for disease areas.
  • Develop data-preprocessing, feature-engineering, and missing-data imputation pipelines for longitudinal electronic health records, time-series vitals, and diagnostic imaging features.
  • Implement and benchmark baseline machine learning algorithms for predictive modeling tasks in the clinical domain.
  • Maintain open-source code repositories, write technical documentation, and prepare manuscripts for conference submission.

About the company

U

University of Texas at Austin

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University of Texas at Austin is a public research university in Austin, Texas. It offers undergraduate, graduate, and professional education across a broad range of fields.

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