Yes, I have Adobe Acrobat Pro so should be able to edit in there. But buttons seem to be missing and I don't seem to be able to do editing the way I'm used to.
If your document is a scanned image, then you cannot edit "text", because it does not contain any text. You will need to perform character recognition (OCR) first.