(Mars Ascent Vehicle) designed by Lockheed Martin. And as everything taking off from Mars, it should be, above all, reliable.
That is why they went with solid + solid.

To think that you could take off using kerolox is ridiculous unless you have a cryo launch pad already on the surface.