Yes you can, but it gets very expensive in a hurry if you have a ton of load. So one justified place for head count is to bring down AWS bills. At the beginning, it makes sense to outsource it as much as possible, and later, a developer's salary to move the needle on your million dollar AWS bill is a no brainer.

I have no idea where they are in that scale of course.