Yes.
To do this:
- Click on Design.
- Click on Survey settings.
- Under Completion options, untick Show survey progress bar.
- Click Save.
This hides both the progress bar at the top of each page and the page numbers.
Page numbers will automatically be hidden if your survey contains routing – there is no need to hide the survey progress bar in a routed survey if you do not want to.