What are the most common design patterns?

I have been recruited in a company as a junior software architect and I was wondering what are the most common used design patterns in your opinion ? Is there some design pattern that an architect should mandatory know (e.g singleton) ?

And the most important, what problem do they fix ?

Many thanks