Agreed that low salaries are a disincentive for good engineers to work in science. It's worth noting that even the scientists are paid far less than people with commensurate training and experience in industry.

As for why scientists are more highly valued: they bring in the grants that keep the wheels turning (in academic circles; industry & national labs obviously differ).