A mathematician working in the field of geometry is called a geometer.
By Original: Mark.Howison at English WikipediaThis version: CheChe - This file was derived from: Stereographic projection in 3D.png:, CC BY-SA 4.0, https://commons.wikimedia.org/w/index.php?curid=56357179