One pattern that is curiously consistent is that broadly land tends to be antipodal to ocean (and not just because there’s more ocean in general - there’s a genuine statistical skew) - so having land at one pole and none at the other matches that overall pattern. (https://www.geodatos.net/en/antipodes)
Basically a surprisingly large proportion of antipodal pairs have land at one end and water at the other (although water-water is also common).
In other words it would certainly be more surprising to have land at both poles; and we should be unsurprised if we find land at neither or land at one and not the other.
So by that measure the poles are fairly typical of other antipodes.