Does my OpenCart store need HTTPS?

Yes. All traffic between your store’s extension and the hub runs over TLS, so your OpenCart needs a working HTTPS setup, which it should have for customers and search anyway. Any standard certificate works; there is nothing special to configure beyond a store that loads on https.