No, Cemetery Skyline is not a goth band, because they play Gothic Metal, while goth music consists of Gothic Rock and its derived genres, like Deathrock, Darkwave, Ethereal Wave, and Coldwave.

If you want to dive into the goth music scene, some of the bands that might appeal to you if you enjoy Cemetery Skyline are The Angina Pectoris and The Sisters of Mercy.