Data Scientist III

Classification

Title:

Data Scientist III

Classification

Minimum Requirements:

A Bachelor's Degree in data science, statistics, bioinformatics, analytics, or similar field and five years of experience;
Master's Degree in data science, statistics, bioinformatics, analytics, or similar field and three years of experience;
Doctoral Degree in data science, statistics, bioinformatics, analytics, or similar field and one year of experience.

Job Description:

The Department of Medicine, Division of Nephrology is seeking a full time Data Scientist III. An Artificial Intelligence and Data Scientist III will assist in multiple ongoing and future biomedical microcopy artificial intelligence research projects by (1) performing data analyses, processing, and feature extraction, and developing data tools for accelerating research; (2) developing and validating a variety of machine learning/deep learning models with heterogenous cell and tissue imaging data.

They will ensure data and model quality, integrity, and robustness, and will contribute to scientific publications related to healthcare/ imaging AI research.

Essential Functions;

* Maintaining a large cell and tissue microscopy image database (murine and human) as well as corresponding clinical biometrics data and healthcare outcome

* Actively collaborate and coordinate with many national and international collaborators to ingest data, and maintain the database using careful metadata standards, including sample preparation, imaging, as well digital parameters

* Maintain the derived data, such as annotations, as well as other results obtained from the raw data

* Work with collaborators, students, partners on demand and share the data as needed

* Maintain a description of data in hand as part of a database

* Maintain the data via a cloud server using Digital Slide Achieve tool

* Develop and maintain end-user plugins for conducting detection, segmentation, and quantification of micro and macro anatomical structures in tissues, predictive modeling of diseases, as well as image and molecular omics data fusion

* Actively work with UF IT to ensure that the end-user customers are able to use these plugins without any service interruption. Provide needed support to end-users.

* Maintain a federated model to allow end-users to conduct computational analysis without data leaving their host servers

* Maintain a slack channel on the system, documentation, and version control for guiding end-users

* Develop and maintain tools for visualizing multi-omics data

* Actively work with UF IT to ensure that the end-user customers are able to use the visualization tool. Provide needed support to end-users.

* Maintain a slack channel, documentation, and version control for guiding end-users

* Communicating findings to project leaders and team

* Summarizing and visualizing results to be included in scientific publication

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