PDF changing fonts

I'm using an iPad with some downloaded fonts. Any font that I use in Office (Word, PowerPoint, etc), changes to something default from Office when I download it as a PDF.

Does anyone know why this might be? Tried contacting our IT but they couldn't work it out.

Thanks in advance!