I am looking for a closed form for the integral $$\int_0^\infty \frac{t^s}{(e^t-1)^z}dt$$ valid for $s,z$ being both complex numbers, hopefully using complex analysis. I have already evaluated this integral when $s$ is complex and $z$ is a positive integer. In that case, the result is $$\frac{\Gamma(s+1)}{\Gamma(z)}\sum_{k=1}^z s(z,k)\zeta(s-k+2),$$ where the coefficients $s(z,k)$ are the Stirling numbers of the first kind.
Edit: as I said in the comments, I also found the closed form using the generalized hypergeometric function $$\frac{\Gamma(s+1)}{z^{s+1}}\,_{s+2}F_{s+1}(-z,z,z,\dotsc;z+1,z+1,\dotsc;-1).$$ Unfortunately, this is an extension for $z$ but not for $s$.
Actualisation to solution for complex z and s.
By using theorem of my big ego (Integral representation for series of any order)
$\displaystyle \sum\limits^z_{k=x} \;\!\!\;\! \!\!\!\!\!\!\!\!\! \lower -0.2pt {\infty} \quad \!\!\! f (k) =\overbrace { \sum_{k_{z-1}=x} ^{\infty} ... \sum_{k_1=k_2}^{\infty} \sum_{k_0=k_1}^{\infty}}^{z}f (k_0) = \sum_{k=0}^{\infty} \binom{k+z-1}{z-1} f (k+x)= \frac {i }{2}\int_{-\frac {1}{2}-i\infty}^{-\frac {1}{2}+i\infty} \binom{t+z-1}{z-1} \cot(\pi t) f (t+x) dt.$
This is simplified version of theorem of my big ego, becouse yours integral gives no results for divergent series. Now by using of this theorem you can write
$\displaystyle \int_0^\infty \frac{e^{-zt}t^s}{(1-e^{-t})^z}dt =\int_0^\infty \sum\limits^z_{k=z} \;\!\!\;\! \!\!\!\!\!\!\!\!\! \lower -0.2pt {\infty} \quad \!\!\! e^{-kt}t^s dt = \Gamma (s+1) \sum\limits^z_{k=z} \;\!\!\;\! \!\!\!\!\!\!\!\!\! \lower -0.2pt {\infty} \quad \!\!\! \frac {1}{k^{s+1}} = \frac { \Gamma (s+1) i }{2}\int_{-\frac {1}{2}-i\infty}^{-\frac {1}{2}+i\infty} \frac { \binom{t+z-1}{z-1} \cot(\pi t) }{(t+z )^{s+1}} dt.$
All you have to do is write $\frac{(t+z-1)!}{t!} $ as Laurent series around $-z$. What I should do at first place.
$\displaystyle \frac{(t+z-1)!}{t!} = \frac { (t + z)^{-1} }{Γ(1 - z)}-\frac { \psi^0( 1 - z) + \gamma }{Γ(1 - z)} + \frac {(t + z) (\frac { [\psi^0(1 - z)]^2 }{2}+ \gamma \psi^0( 1 - z) - \frac{ \psi^1(1 - z) }{2}+ \frac {π^2}{12} + \frac {\gamma ^2}{2})}{Γ(1 - z)} -... $
Notice that $\psi^m (1-z)=(-1)^{m+1}m! \zeta (m+1,1-z) $ and $\frac { i }{2}\int_{-\frac {1}{2}-i\infty}^{-\frac {1}{2}+i\infty} \frac{ \cot(\pi t) }{(t+z )^{s}} dt=\zeta (s,z)$, so representation of $ \int_0^\infty \frac{t^s}{(e^t-1)^z}dt$ you can write as series in terms of Hurtwiz zeta function and Gamma function. For positive integer $z $ the equation is reducable to form you were tolking about (that one with Striling numbers of the first kind). Finaly you get
$\displaystyle \int_0^\infty \frac{t^s}{(e^t-1)^z}dt = \frac {sin (\pi z)\Gamma (s+1)}{\pi}\left [\zeta (s+2,z) -\zeta (s+1,z)(\psi^0( 1 - z) + \gamma)... \right]$
I used reflection formula for Gamma function just in case. To be honest I can't count integral over closed line (used in Laurent series) so I will not write it as series form but it for sure exist. As you wanted there are only 'zeta function' type functions. Imo, your finte sum is secondary to my solution so I would treat it in the same way. My work here is done, rest is up to you Samurai