I'd bet that oil won't soak in. Any oil.
With the disclaimer that my Express Magnum was made in 1993, the finish is painted on with some sort of hard as nails stuff. When I stripped it off it required either acetone or lacquer thinner - I can't remember which. Three or four kinds of paint stripper didn't work at all.
John