Why is the exhaust velocity constant? I would naively expect the engine to impart roughy equal energy into each atom, so that lighter atoms would be faster. But

Why is the exhaust velocity constant? I would naively expect the engine to impart roughy equal energy into each atom, so that lighter atoms would be faster. But I know little of the specifics of ion engines.