Years ago - from 1929 to 1977 - they did; now they’re using mineral oil derivatives:
http://en.wikipedia.org/wiki/Transformer_oil#Current_mineral_oil_alternatives
Correct, from which the oil can be salvaged for other purposes if needed, like burning in an engine.