It doesn't seem to. My current place is all in on AWS and we have about 6 "DevOps" people dedicated to dealing with it all.

Last place we did pretty similar stuff with 3 data centers, all self hosted, self managed, mostly OSS stuff with about 6 sysadmins and way less hassle.