We complete the construction of raising and lowering operators, given in a previous work, for the orthogonal polynomials of hypergeometric type on a non-homogeneous lattice. We extend these operators to the generalized orthogonal polynomials, namely, those difference orthogonal polynomials that satisfy a similar difference equation of hypergeometric type.