You don't "need" long multiplication in practice but you need to learn how to make it work before you can employ other strategies. If you look at the decline in math scores in takes a steep dive after they stopped making mastery of it a focus.

And yes. Stats and probability is taught starting in 6th. And it's ridiculous.