- Composes and assembles reproducible workflows and reports to clearly articulate patterns to researchers and/or administrators
- Prepares data sets for analysis including cleaning/quality assurance, transformations, restructuring, and integration of multiple data sources
- Documents approaches to address research questions and contributes to the establishment of reproducible research methodologies and analysis workflows
- Independently identifies and implements appropriate data science techniques to find data patterns and answer research questions chosen by the lead researcher including data visualization, statistical analysis, machine learning, and data mining
- Organizes and automates project steps for data preparation and analysis
Requirements
- At least five years of relevant experience in health-related applied research, statistics, and analytics.
- Advanced proficiency with statistical software and programming languages, specifically Python and R.
- Experience using and managing workflows in open-source platforms like GitHub, for version control, code management and collaboration.
- Proficiency in interactive web dashboards and applications built with tools such as Shiny, Quarto, Streamlit or Dash for visualizing and disseminating data.
- Experience manipulating and analyzing a variety of datasets including, national mortality, community health, health indicators and outcomes, including non-traditional data sources such as (grassroots reporting/social media mining).
- Experience developing analytic approaches to support continued improvement of data management, analysis, visualization and presentation, including the development of data quality frameworks.
Core Competencies
Demonstrates advanced proficiency in statistical analysis and programming with Python and R, alongside expertise in data visualization and workflow management. Capable of developing reproducible research methodologies and automating data preparation processes to support health-related applied research.
Tools & Technologies
- GitHub
- Shiny
- Quarto
- Streamlit
- Dash