Interesting article on Russia's casualties and where their cannon fodder comes from. Short answer - educated elites in Moscow and St Petersburg are much less likely to be in the army than those from poorer sections of Russia.
cdrsalamander.substack.com
Russia's Middle-Aged Poor to the Grinder
...these are not the Stark's greybeards...