He did not invent the word. In the funeral oration for example Thucydides has Pericles refer to the Athenians as a philosophizing people:
Philokaloumen te gar met ' euteleias kai philosophoumen aneu malakias.
Plato was probably the first to use the term in a technical sense, to refer to someone who spends his life as a 'professional' philosopher.