Do users know when I have looked at their profile?

No. A user will only know that you have looked at their profile if you have gone onto like their profile. This is to ensure we only show our users the people that matter, the ones who are keen to meet. 

To learn a little more about where you can see who's liked you check out the article How do I  see who has liked me?