Yet philosophy is at the base of how we do science. The principles of falsification or Kuhns Paradigms are quite important in how we understand "the body of knowledge" that science helps us build.

In my world philosophizing is not the same as being a philosopher. You can be an excellent philosophizer without having any degree and you can be a horrible one with all the degrees in the world.