Data Scientist III

Data Scientist III

Job No: 526171
Work Type: Staff Full-Time
Location: Main Campus (Gainesville, FL)
Categories: Computer Science, Information Technology, Artificial Intelligence, Engineering, Physical/Mathematical Sciences
Department: 29240101 - MD-HOBI-GENERAL

Job Description


Classification Title:

Data Scientist III

Job Description:

We are recruiting a Data Scientist in the Department of Health Outcomes and Biomedical Informatics (HOBI) at the University of Florida. The Data Scientist will participate in data-driven research activities under the guidance of Dr. Mei Liu, Associate Professor of Biomedical Informatics and Director of Predictive Analytics in HOBI. The Data Scientist will work with large real-world clinical datasets (i.e., electronic health records) collected from Patient Centered Outcomes Research Networks (PCORnet) such as OneFlorida+, PaTH, and Greater Plains Collaborative (GPC). The Data Scientist will be responsible for (1) developing data extraction queries, data quality assessment tools, and data processing methods to generate machine learning ready datasets for individual studies; (2) performing data exploration and visualization; (3) designing and implementing data engineering techniques; (4) conducting data analyses and participating in result interpretation; and (5) contributing to scientific reports and research publications.

Duties to Include:

RESEARCH DATA MANAGEMENT

This position will be responsible for selecting and applying appropriate informatics methods to answer questions specified in research projects. Expected activities will include the design of data extraction queries, data processing strategies, and data engineering approaches. This position will coordinate multiple tasks to achieve milestone deadlines set by research projects, and comply in a timely manner with administrative requests and requirements. The position will interact with a range of experts in database modeling, machine learning, and other advanced analytic processes as well as clinical and domain experts. Additional expertise in software such as Git and databases will be important for successful creation of software and resource sharing in collaborative work.

DATA EXTRACTION, PROCESSING, AND ANALYTICS

This position will utilize data science and statistical software such as Python, R, and SAS, to analyze and interpret research data. This position will also use other database/analytical software platforms (e.g., MSSQL, Oracle, PostgresSQL) to develop queries for deployment to PCORnet institutions for data extraction. Expertise in SQL and Python programming will be necessary to design and develop scripts for extracting data from multiple sources into a primary data collection center and processing the data into machine learning ready formats. This position will require expertise in data analytic methods, statistical and machine learning algorithms.

WRITING REPORTS OF ANALYSES

This position will assist in the interpretation of data and compile reports of analyses.

ADMINISTRATION OF PROJECTS

This position will be responsible for formulating procedures for effective administration of research projects and protection of health information in accordance with University policy, and all applicable state and federal laws.

Expected Salary:

$80,000 - $95,000

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:

Doctorate or master's degree in computer science, statistics, information systems, biomedical informatics or related field and two years of relevant experience.

In-depth knowledge of SQL and Python/R/SAS

Experience with general statistical software (e.g. R, SAS)

Experience with data science toolkit including machine learning frameworks (pandas, numpy, scipy, Scikit learn, PyTorch, etc.)

Excellent technical writing and communication skills

Knowledge of basic principles of clinical and data science research.

Ability to plan, organize and coordinate work assignments.

Ability to work effectively and independently.

Ability to communicate effectively verbally and in writing.

Ability to establish and maintain effective working relationships with others.

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.

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

Health Assessment Required:
No



Applications Close: 03 Apr 2023

To apply, visit https://explore.jobs.ufl.edu/en-us/job/526171/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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