Job Information
University of Florida Data Scientist I in Gainesville, Florida
Data Scientist I
Apply now (https://secure.dc4.pageuppeople.com/apply/674/gateway/default.aspx?c=apply&lJobID=532072&lJobSourceTypeID=796&sLanguage=en-us) Job no: 532072
Work type: Staff Full-Time
Location: Main Campus (Gainesville, FL)
Categories: Information Technology
Department: 34060700 - DN-COMMUNITY DENTISTRY
Classification Title:
Data Scientist I
Job Description:
Data Collection & Cleaning
• Data analyst will gather data from various sources, including databases, APIs, and files.
• They will ensure data quality by identifying and rectifying inconsistencies, missing values, and errors.
• Data cleaning which will involve standardizing formats, handling outliers, and ensuring data accuracy.
Interfacing with faculty and staff
Designing and testing databases Providing oversight on data entryData Manipulation and Wrangling:
• The analyst will transform raw data into usable formats. This includes merging datasets, creating new variables, and reshaping data.
• They will use tools like Excel, SQL, Python, and R to manipulate and wrangle data effectively.
Exploratory Data Analysis (EDA):
• EDA will involve exploring data to understand its characteristics, distributions, and relationships.
• The analyst will visualize data using charts, histograms, scatter plots, and summary statistics.
• Identifying trends, patterns, and outliers.
Statistical Analysis and Modeling:
• The analyst will apply statistical techniques under the guidance of PI and research teams.
• They can perform regression analysis, hypothesis testing, clustering, or time series analysis, as recommended by the PI.
• Machine learning models (e.g., predictive models) will also be built to make data-driven decisions.
Domain Knowledge Application:
• The analyst will develop a working understanding of the specific healthcare and dental data domain.
Reporting and Visualization:
• The analyst will create clear and actionable reports, visualizations, or presentations, as requested by the PI.
• Stakeholders (such as PIs, or clinicians) will be able to use these insights to make informed decisions.
• Tools like Tableau, Power BI, or custom scripts will be used to generate visualizations.
Data Governance and Security:
• The analyst will ensure compliance with data privacy regulations (e.g., HIPAA for healthcare data and other DUA specifications).
• They protect sensitive information and maintain data security.
Expected Salary:
$70,000 - $80,000/year, commensurate with education/experience
Minimum Requirements:
A Bachelor's Degree in data science, statistics, bioinformatics, analytics, or similar field and two years of experience; Master's Degree in data science, statistics, bioinformatics, analytics, or similar field.
Preferred Qualifications:
Master's in biostatistics, data analytics, and computer science or related fields.
1-2 years of experience with electric health records, electronic dental records, other big data, and administrative claims is preferred. Must be proficient with one or more of the following softwares: R, python, SAS, Stata
Special Instructions to Applicants:
In order to be considered, you must upload your cover letter and resume.
Application must be submitted by 11:55 p.m. (ET) of the posting end date.
Health Assessment Required:No
Advertised: 26 Jun 2024 Eastern Daylight Time
Applications close: 03 Jul 2024 Eastern Daylight Time