This is one of a number of settings inside your player that you have control over. Start by going to your stream in the dashboard, and clicking on Options, then Edit. Go to where it says Progress Bar, and then you can select Yes to turn it on, or No to turn it off. When you are finished, click the blue check box to save.
Note: You must have the DVR feature turned on your steam for this feature to work.