Postdoctoral Associate - Hussman Institute
At a glance
AI generatedTL;DR
The Postdoctoral Associate role at the University of Miami/UHealth Hussman Institute involves conducting advanced scientific research under supervision, focusing on genetic and bioinformatic analysis of Alpha-1 Antitrypsin deficiency. Day-to-day responsibilities include developing predictive models using machine learning and statistical methods, analyzing unstructured clinical data with large language models, and executing end-to-end analyses to identify disease risk factors within the All of Us Research Program's secure environment. The position requires expertise in Python or R for data processing and analysis, proficiency in cloud-based computing environments, and strong skills in machine learning and natural language processing. This role contributes significantly to advancing medical research by publishing findings and securing funding for pilot studies, all while working closely with principal investigators to refine experimental procedures and techniques.
Skills
What you'll do
- Conduct genetic and bioinformatic analysis of Alpha-1 Antitrypsin deficiency.
- Develop predictive models using machine learning and statistical methods on large datasets.
- Analyze unstructured clinical data using natural language processing techniques.
- Use cloud-based computing for scalable data processing and model development.
- Design and execute end-to-end analyses integrating genomic and clinical data.
What we're looking for
- Doctorate degree in a relevant field required.
- Strong proficiency in machine learning and statistical modeling using large-scale data.
- Proficiency in Python or R for statistical analysis and biomedical data processing.
- Experience with cloud-based and high-performance computing environments.
- Ability to design and execute end-to-end bioinformatic analyses integrating genomic and clinical datasets.
- Develop predictive tools using machine learning and LLM approaches for disease diagnosis and risk stratification.
- Publish original research articles in conjunction with principal investigators.
Employer
About University of Miami
The University of Miami is a private research university in Coral Gables, Florida, known for programs in business, law, medicine, marine science, and the arts. Industry: Higher Education & Research
University of Miami currently has 19 open roles on FindRole.
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