Abstract: A method, a system, and computer program product for managing pay equity cloud-based software applications are provided. A query for compensation data for an employment position associated with a macro-entity is received. The employment position is defined by parameters associated with a micro-entity. The compensation data for similar employment positions associated with the macro-entity is retrieved, from a database and by using the parameters. The compensation data is processed to generate grouped and ranked employment positions. Compensation gaps between the ranked employment positions are determined, by executing a multivariate regression analysis including an analysis of one or more cohorts of employment positions within the ranked employment positions. A recommendation for adjusting compensation associated with one or more employment positions is generated, by using a machine learning model. An instruction to display a notification including the recommendation is provided.

Abstract: An apparatus and method pertains to calculating and presenting compensating values for one or more professions. An apparatus generates a user interface that prompts a user for a job description entry and a geographic location entry. The apparatus has a database to store salaries, each salary associated with a job description and a geographic location. The apparatus retrieves from the database salaries whose job description and geographic location matches the job description entry and the geographic location entry. The apparatus compiles retrieved salaries to generate a median salary, which is transmitted to a user device.

Abstract: An apparatus and method pertains to calculating and presenting compensating values for one or more professions. An apparatus generates a user interface that prompts a user for a job description entry and a geographic location entry. The apparatus has a database to store salaries, each salary associated with a job description and a geographic location. The apparatus retrieves from the database salaries whose job description and geographic location matches the job description entry and the geographic location entry. The apparatus compiles retrieved salaries to generate a median salary, which is transmitted to a user device.