Are most animal species on earth invertebrates?

no. insects.

Insects form the largest family of animals, however they are invertebrates. Invertebrate means not having an internal skeleton and this includes jelly fish, Spiders, sponges, worms and crabs, none of which are insect

The opposite to invertebrate is vertebrate which includes fish, amphibians, birds, reptiles and mammals.