PyCharm is not searching the entire project
Edit >> Find >> Find in Path (This will search the entire project.)
Highlighting an expression and pressing Ctrl+Alt+F7 finds all usage also.
Update: In the version I am currently using, PyCharm Community Edition 2016.2.3, the shortcut is to highlight the expression and press Ctrl+Shift+F.