Define polynomials $S_{k,n}(x)$ by $$\sum_{j\ge 0}\binom{k+j}{k}^n x^j=\frac{ S_{k,n}(x)}{(1-x)^{k n+1}},$$ which for $k=1$ reduce to the Eulerian polynomials.
Computatios suggest that $$S_{k,n}(1)=\frac{(kn)!}{k!^n}.$$
Any idea how to prove this? Have these polynomials been studied in the literature?