Systems and methods are provided for centralized employee data analytics. For example, a method includes collecting employee data for one or more employees of an organization from a plurality of data sources, analyzing the collected employee data to determine criteria for use in assessing management skills of employees in the organization, and utilizing the determined criteria to rate an employee's management skills in the organization.