Surname Bieloch (Bieloch 
) , all around the world, is a very rare last name. The cognomen Bieloch is characteristic of Western Europe, particularly Austria, where it is a rare surname, and Germany, where it is a very rare surname. More prevalently, Bieloch is the forename as well as the last name.