Do we know what really causes cancer? Or at least have a slight idea/theory?

I plan on becoming an oncologist in the future, and have been studying cancer for about a year now. I've been trying to keep up to date with the latest news/breakthroughs. Have we found what causes cancer? Or at least have the slightest of theories?