PetrusOctavianus: A did some testing, just in case, and it looks like there may be an INT restriction after all. I have a lvl 10 Thief with 14 INT that can's use magic scrolls, but a lvl 11 Thief with 17 INT can. So it looks like it may be a 15 INT requirement, after all, since I'm quite sure about the lvl 10 restriction.
haydenaurion: Ah, okay. Looks like I have some stat rolling to do.
I did some more testing, and rolled up some lvl 14 Thieves with different INTs.
With Int 6-7 they could not use scrolls, with 8+ Int they could.
So it looks like the restriction may in fact be that the thief need to be at least lvl 11 and have at least 8 Int.
Rolling a character with an INT as low as 6 or 7 is very rare, so in practice you can ignore the INT restricion.