Computer Science has about as much to do with software engineering as astronomy does with telescopes.
Today cutting edge astronomy isn't that removed from telescope design. Understanding how the instrument works and it's limitations is pretty much essential to understand the data it produces.
(Good day for Dijkstra quips on HN today.)