I will discuss the moments of characteristic polynomials and their derivatives in the context of integrability. Specifically, I will discuss formulae for the moments of the characteristic polynomials of GUE random matrices, and formulae for the joint moments of the characteristic polynomials of CUE random matrices and their derivatives.