Yes, the fact that our military is more racially diverse than our general population is a reflection of our socioeconomic gaps. Ironically, blacks were initially excluded from the WW2 draft because "prejudiced questions about their ability to fight and worries that tensions between black and white servicemen might erupt." [0]

[0] http://www.americainwwii.com/articles/your-numbers-up/