The concept of pay matrices has evolved significantly over time. Early iterations often relied on simple structures, chiefly based job titles. However, as organizations grew, the need for more detailed compensation systems became apparent. Contemporary pay matrices now integrate a wider spectrum of factors, such as skills, experience, results, and