Job Summary:Utilizes various data analysis tools and software (like SAS, SQL, Excel, R, Python, Tableau, etc.) to manipulate and analyze data, identifying trends in data to pinpoint variances, outliers, and percentile-ranked groups that provide actionable insight opportunities for quality improvement or in-depth investigations. Collaborates with other data analysts to create tabular and graphical presentations that clearly illustrate current levels of care, ensuring complex data is accessible and understandable for both technical and non-technical stakeholders. Contributes to the design of re-measurement strategies to assess the efficacy of interventions, leveraging analytical reports to effectively quantify their impact on healthcare improvement.
Essential Functions:- Provides data preparation and cleaning. Conducts advanced data analyses including statistical modeling, machine learning, and predictive analytics to extract actionable insights. Develops and implements statistically sound sampling methodologies.
- Conducts most complex statistical analyses to derive meaningful insights and patterns from data, helping in decision-making processes.
- Develops and implements predictive models to help forecast future trends, aiding in proactive decision-making.
- Implements machine learning algorithms to automate processes, make predictions, and enhance analytical capabilities.
- Constructs sophisticated visualizations to communicate complex insights in a clear and concise manner to stakeholders.
- Collaborates with other departments and teams to understand business requirements and align analytical efforts with organizational goals.
- Delivers comprehensive and actionable reports that provide valuable information for strategic business decisions.
- Ensures adherence to data governance policies and compliance with relevant regulations to maintain data integrity and security.
- Helps to identify opportunities for process improvement, staying updated on emerging technologies and contributing to the ongoing enhancement of data analytics capabilities within the organization.
- Develops code to join multiple relational database tables required to conduct various analyses.
Level of Supervision Received:Plans and arranges own work; works with manager to prioritize projects
Education (can be substituted for experience):Minimum Bachelor's Degree required
Work Experience (can be substituted for education):2 - 4 years of experience required; 5 - 7 years preferred
