Pure mathematics is just symbol pushing and can never be science. It is lot of fun though and as it turned out occasionally pretty useful for science.
The "symbol pushing" is a methodological tool, and a very useful one that opened up the possibility of new expansive fields of mathematics.
(Of course, it is important to always distinguish between properties of the abstraction or the tool from the object of study.)