I do basically zero work on "algorithms" or circuits for perfect quantum computers. The majority of my work is "here we have this noisy physical system, what can we do to it to make it look more like the abstract idea of a perfect quantum computer". I guess the classical equivalent would be "I am designing the internals of vacuum tubes".