University of Miami
1 week ago
Postdoctoral Associate in Genetic and Bioinformatic Analysis, Machine Learning, and LLMs University of Miami in United States
Degree Level
Postdoc
Field of study
Computer Science
Funding
Full-time postdoctoral associate position at the University of Miami/UHealth Hussman Institute. The post mentions competitive salaries and a comprehensive benefits package including medical, dental, tuition remission, and more.
Country
United States
University
University of Miami
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About this position
The University of Miami/UHealth Hussman Institute is advertising a Postdoctoral Associate position in Miami, Florida, United States. The role is centered on genetic and bioinformatic analysis of Alpha-1 Antitrypsin deficiency, with strong emphasis on machine learning, statistical modeling, large language models (LLMs), and natural language processing for unstructured clinical and biomedical data.
Research activities include end-to-end analysis of large-scale genomic and clinical datasets, development and validation of predictive models, and work within the All of Us Research Program secure Researcher Workbench using R and/or Python. The post also highlights cloud-based and high-performance computing, interpretable clinical prediction tools, manuscript preparation, and publication with principal investigators.
Eligibility highlights: a doctorate degree in a relevant field is required; no previous experience is required. Applicants should have strong skills in machine learning, statistical analysis, bioinformatics, Python/R, and LLM/NLP methods.
Funding: this is a full-time staff postdoctoral role with competitive salary and benefits, including medical, dental, and tuition remission.
How to apply: submit an application through the University of Miami Workday posting. Current employees should use the internal application process. No deadline is stated in the post.
Funding details
Full-time postdoctoral associate position at the University of Miami/UHealth Hussman Institute. The post mentions competitive salaries and a comprehensive benefits package including medical, dental, tuition remission, and more.
What's required
Doctorate degree in a relevant field is required. Strong proficiency in machine learning and statistical modeling, including development and validation of predictive models using large-scale data, is required. Proficiency in large language model (LLM) and natural language processing methods for unstructured clinical and biomedical data is required. Experience with cloud-based and high-performance computing environments is required. Proficiency in Python and/or R for statistical analysis, machine learning, and biomedical data processing is required. The role also expects the ability to work collaboratively, communicate clearly, and adapt to changing priorities.
How to apply
Apply through the Workday job posting linked in the post. Current University of Miami employees should use the internal Workday application process. Review the tip sheet if needed before submitting an application.
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Prepare your application
Review drafts and confirm requirements with the university.
Make your next move.
Prepare your application
Review drafts and confirm requirements with the university.