How substantial does the footing need to be? We talking concrete slab? Pea gravel?
My installation was a DIY project and I just used a 4" footing. Being level is probably more of a concern. Shifting of the base would most likely break the seals on a metal cistern. The size you were talking about (one solid piece) a few inches of sand would be fine to avoid puncture from below.