Are non-specific cancers hereditary?

My father has melanoma, my mother has thyroid cancer, and my brother has testicular cancer. Even though each of these cancers do not take the same form, does it stem from the same DNA mutation? Basically, are these episodes of cancer in my family related? And how at risk am I?