Is an octopus an amphibian

No. An octopus is of the class Cephalopoda.

An easy distinction: Although classes are marked by having eight legs/arms, one of the qualifying characteristics of an arachnid is an exoskeleton with jointed legs. Cephalopods have an endoskeleton, if any, and octopuses have no skeleton at all.