Data Scientist III

Data Scientist III

Job No: 525453
Work Type:
Location: Main Campus (Gainesville, FL)
Categories: RealCat
Department: 29051308 - MD-MED QUANTITATIVE HEALTH

Job Description


Classification Title:

Data Scientist III

Job Description:

Would you like to be a part of cutting-edge research using artificial intelligence to improve medical care? Would you like to work at a top-5 public university with a team of world-class, well-funded medical researchers who are committed to revolutionizing critical care medicine?

At the University of Florida's Intelligent Critical Care Center (IC3), we're looking for a motivated AI/ML Data Scientist with extensive experience in machine learning (ML) and deep learning (DL). As our AI/ML Data Scientist, you will be a key part of IC3's research projects involving the development of multimodal data processing pipelines and ML prediction frameworks for patient-level clinical prediction applications.

Your position will integrate data processing, data analysis, and development and validation of ML/DL models for cutting-edge clinical AI research. Your advanced experience with Python and DL will be put to good use at IC3, where you'll play a central role in high-impact healthcare AI applications and work with teams of students, scientists, and faculty on novel research projects. The scope of your work will be broad, and you'll be expected to have prior experience working with tabular data, time series, text, and images.

IC3 focuses on innovative medical AI research, education, and clinical applications that can transform the diagnosis, monitoring, and treatment of critically ill patients. We are idealists, problem solvers, and explorers of digital health and AI.

Essential Functions;

Developing and validating supervised ML/DL models for predicting a variety of clinical outcomes from multimodal data inputs

Implementing unsupervised ML/DL techniques for exploratory analysis, clustering, and phenotyping

Developing self-supervised ML/DL techniques from patient data

Developing and maintaining federated learning (FL) platforms

Evaluating models and optimizing hyperparameters

Integrating, filtering and extracting multivariate and multimodal clinical datasets for patient cohorts of interest from local databases and data warehouses

Processing, validating, analyzing, and visualizing insights from heterogenous patient data

Ensuring quality, consistency, and validity of large multimodal datasets

Summarizing and visualizing results for inclusion in scientific publications

Maintaining code and proper documentation

Communicating findings to project leaders and team

Maintaining appropriate records of research methods and results and assisting in preparation of presentations and/or writing manuscripts.

Expected Salary:

$69,600 - $90,372

Minimum Requirements:

A doctorate in a related field with one year of relevant experience in data science, statistics, bioinformatics, analytics, or similar field. A Master's degree with three years of relevant experience; or a bachelor's degree and five years of relevant experience.

Preferred Qualifications:

PhD degree in computer science, statistics, biomedical engineering, or related field

Experience with EHR datasets

Experience with natural language processing (NLP)

Experience with medical imaging or computer vision

Experience with federated learning

Familiarity with Linux command line

Special Instructions to Applicants:

In order to be considered, you must upload your cover letter and resume.

The University of Florida is committed to non-discrimination with respect to race, creed, color, religion, age, disability, sex, sexual orientation, gender identity and expression, marital status, national origin, political opinions or affiliations, genetic information and veteran status in all aspects of employment including recruitment, hiring, promotions, transfers, discipline, terminations, wage and salary administration, benefits, and training.

This is a time limited position.

Application must be submitted by 11:55 p.m. (ET) of the posting end date.

Health Assessment Required:
No



Applications Close: 17 Mar 2023

To apply, visit https://explore.jobs.ufl.edu/en-us/job/525453/data-scientist-iii

The University is committed to non-discrimination with respect to race, creed, color, religion, age, disability, sex, sexual orientation, gender identity and expression, marital status, national origin, political opinions or affiliations, genetic information and veteran status in all aspects of employment including recruitment, hiring, promotions, transfers, discipline, terminations, wage and salary administration, benefits, and training.





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