Au contraire!
I'd say that, generally speaking, number theorist as well as algebraic geometer (and... come to think of it, almost all mathematicians) prefer conceptual proofs, that give a good understanding of the situation, rather than a clever trick, which can be nice of course, but sometimes hides the deep meaning of a situation.
To illustrate this let me quote silverman, from his "arithmetic of Elliptic curves".
"It has been the author's experience that "elementary" proofs (...) tend to be quite uninstructive.(...)
But little understanding come from such a procedure".
I could of course also quote Grothendieck, and the famous "rising tide" philosophy.
Although, there is something of a challenge, in finding an elementary proof of a difficult theorem. And number theorists may like that (as much as the next mathematician), but this is just the icing on the cake. A conceptual and comprehensive proof is always favored.