Titanium alloy used in knife handles is very strong & tough (resists breakage to a great degree), but not very hard or abrasion-resistant, as compared to steel. Doesn't take much to scuff or scratch it, so I'd assume you're just seeing some handling marks on it. I doubt oiling it would have any effect at all, in terms of it's finished appearance.
David