Yes, provided the font isn't protected to prevent embedding, as some are. The easiest way to test to make sure the font is embedded is to open the pdf in Adobe Reader, and check the document properties. You'll see a list of embedded fonts and the fonts which will be substituted if someone who doesn't have the font installed opens the document on their computer.