Probably many oils would soften the leather. People who work with leather tell me you don't need to use oil, and that they just "wet" most leathers a bit with plain water and it breaks in fine.
I rubbed some vegetable oil on mine about 8 months ago and it broke in just fine with a lot of saddle time. I haven't put anything else on it since and don't intend to.