It's not exactly true, Pol Pot went to France on a scholarship to become an electrical engineer. When he came back to Cambodia, he worked as a literature teacher.

The ideological content of the Khmer Rouge is very poor overall, and is a mix between nationalism and communism aiming to "clean" the nation from western influences. Which is kind of ironic given Pol Pot's background.