Silicone doll makers always recommend to not use oil on silicone dolls.....I'd try and find another method if you can.
Though I've used oil on my silicone dolls in a very limited way without problems, I'd still avoid it as much as possible. Silicone will absorb small amounts of the oil.
I've found that the occasional powdering with corn starch will help remove some of the dust.