This data seems of limited applicability to most jobs considering that these operators would typically have very standardized pay scales, very standardized prom

This data seems of limited applicability to most jobs considering that these operators would typically have very standardized pay scales, very standardized promotion tracks, very standardized job roles, very standardized performance evaluation criteria and so on which greatly limits the factors that can affect pay differences. Most jobs have much greater variability in all of those areas.