Publisher
source

University of Miami

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.

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Country

United States

University

University of Miami

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Keywords

Computer Science
Biology
Natural Language Processing
Python Programming
Medical Science
Clinical Data
Genetic
Statistics
Statistical Modelling
Bioinformatic
Large Language Models
ML

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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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