UNC Health Care's Enterprise Analytics and Data Sciences organization is looking to apply advanced analytical methods to improve health care delivery, cost, quality, and outcomes by creating and deploying innovative advanced analytics solutions.
Requirements
- Requires prior experience with R, Python, or other analytics/data mining tools, databases, and computer programming.
- Requires prior experience in developing complex solutions utilizing Business Intelligence tools.
- Requires prior experience in building and deploying predictive models and other analytic assets.
- Requires prior experience in SQL/Database programming such as stored procedures, functions, temporary tables, parameterization, complex joins, and groupings.
- Theoretical fluency and working proficiency in the application of a broad array of statistical methods such as description and inferential statistics, multivariate regression, clustering, neural networks, predictive modeling, forecasting, machine learning, data mining, and optimization algorithms.
- Strong analytical and problem solving skills along with ability to work with large, disparate data sets, performing data mining, validation and analysis to trend and interpret information.
- Superior computer skills are required, with knowledge in relevant software packages and languages such as, but not limited to, R, Python and SQL.
Responsibilities
- Designs and develops enterprise-class, advanced analytic models to understand and solve complex business problems.
- Creates models by analyzing large data sets from various sources and processes.
- Establishes scalable, efficient, automated processes for large scale data analyses and model development, validation, and implementation.
- Ensures consistent, meaningful reporting and output formatting across all deliverables.
- Develops and documents technical designs such as Entity-Relationship Diagrams (ERD), data flow diagrams, component diagrams, architecture design documents, etc.
- Drafts and presents analytic proposals, designs and solutions to client stakeholders crafted to address both recognized and unrecognized needs and opportunities that are grounded in domain knowledge.
- Interfaces with relevant stakeholders to assist in lifecycle activities such as requirements gathering, research activities, and solution architecture and design.
Other
- Helps evaluate AI tools at UNC Health based on UNC Health’s Responsible AI framework.
- Drafts and presents analytic proposals, designs and solutions to client stakeholders crafted to address both recognized and unrecognized needs and opportunities that are grounded in domain knowledge.
- Requires a Bachelor's degree in a related field
- If a Doctorate: Requires one (1) years of relevant experience
- If a Master's Degree: Requires three (3) years of relevant experience
