In 2008-2011 I was working on some public websites- some of them were even "nation-wide" "important". And I felt confident running them my moderate systems administration skills, on simple platforms, with reasonable hardware.
(For two specific projects with important customers, we did pick overpriced and overprovisioned hardware and hosting from a "serious" company, but outside that, it wasn't very different from what you would do for personal stuff.)