[userbinator]

Are candidates expected to derive solutions to coding or engineering problems themselves from first principles as their day to day?

Maybe not, but the ones who lack the ability to do so will also tend to be the coworker who constantly asks you and others inane questions, dragging down the team's productivity as a whole.