Are giant wood wasp a invertebrate?

Yes, giant wood wasps are invertebrates. They belong to the class Insecta within the phylum Arthropoda, which includes all insects and other invertebrates. As invertebrates, they lack a backbone and have an exoskeleton made of chitin.