Putin loves Peter the Great and perfectly illustrates the Peter Principle.
Shoigu accumulates hidden power by being underestimated. He also knows that, as a "Buryat"--Russians' slang for all of its subjugated Mongol-Turkic peoples--he can't fill the top job.
During a war waged by a mafia kleptocracy the MoD is the central patronage distribution channel.