These are rare cancers and at least a dozen sub-types.
It is thus hard to adequately study risk factors for causation, since such studies need large numbers of patients of the same disease to study. There is not one clear factor, say, for example, like the case of smoking
causing lung cancer
. For salivary tumors, there is evidence that substantial radiation exposure in childhood may be causative.