1. Click Settings (while still in Edit Layout of Lead/Contact)
Figure: 80
2. Move the required fields from Avaliable Fields to Selected Fields
Figure: 81
3. Expand the Buttons Section by clicking on (+) at bottom right corner. Uncheck New check box as shown below.
Figure: 82
4. Click ok.
Sitecore Profiles (Pre-Sitecore 9)