I know that cancer strikes everyone. But why are healthy people not immune to cancer?

There is no evidence that being healthy and fit reduces the risk for cancer. It reduces the risk of other diseases. Being healthy and fit makes us immune to nothing. Vaccines do that. The biggest risk for cancer is aging, so if we start dying younger like we used to not as many people would get cancer. It is not epidemic.