| Job Description: |
The University of Florida College of Nursing is seeking a motivated OPS-Undergraduate Student Assistant to support research and data science initiatives involving natural language processing (NLP), artificial intelligence (AI), and large-scale data analysis. The selected student will assist with text mining, data preparation, machine learning applications, and the analysis of clinical and research datasets in high-performance computing environments such as HiPerGator and NavigatorAI.
Responsibilities may include processing and analyzing large volumes of text data, implementing NLP techniques and large language models (LLMs), identifying and resolving data quality issues, transforming and managing tabular datasets, and collaborating with interdisciplinary research teams. The ideal candidate will have experience with Python, pandas, NumPy, NLP libraries, and data-driven research methodologies. Experience with healthcare data, electronic health records (EHRs), GatorTron, and the UF Navigator AI Toolkit is highly desirable.
This position offers an excellent opportunity for undergraduate students interested in artificial intelligence, data science, biomedical informatics, and advanced computing applications to gain hands-on research experience in a collaborative academic environment.
Duties include:
- Enrolled in an undergraduate computer science program
- Experience in programming languages, like Python, and NLP libraries (e.g., NLTK, Spacy)
- Experience in implementing natural language processing techniques
- Experience in working in hyper-performing computer environment (e.g., HiPerGator & NavigatorAI)
- Able to text mine large volume of documents
- Good communication skills, reliable, and able to work in multidisciplinary teams
- Experience working with pandas, NumPy, and strong data manipulation skills in transforming tabular datasets.
- Able to work with large datasets and identify data quality issues, inconsistencies, missing data, and unexpected values.
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