SALDA-ML: Machine Learning Based System Design to Predict Salary In-crease

Authors : Yasin GÖRMEZ, Halil ARSLAN, Suat SARI, Mücahid DANIŞ

Pages : 15-19

Doi:10.54569/aair.1029836

View : 35 | Download : 24

Publication Date : 2022-02-16

Article Type : Research Paper

Abstract :Number of employees are increases with growing in companies. Firms basically make salary increases for their employees in order not to lose their talents and moreover to increase them. Although there is not much problem in how to in-crease the salary in small organizations, this process should be carried out carefully in terms of many parameters in large organizations and should not result in negativities that may disrupt employee motivation. For companies with a large number of employees, creating a model in which the market conditions are determined correctly and all economic parameters are taken into account reveals the need for a process that needs to be worked on for months. In this context, a machine learning-based salary increase prediction system was designed with the study. Specific attributes were determined and a specific scale was developed for performance score for this study.
Keywords : Salary Increase, Machine Learning, Work Flow, Personnel Performance Measurement, System Design, Software Develop