In a Bayesian hierarchical model where the parameter $\theta$ follows a prior $\pi(\theta) \sim \text{Gamma}(\alpha, \beta)$ and the data $X$ follows a Poisson distribution $X|\theta \sim \text{Poisson}(\theta)$, what is the posterior distribution $\pi(\theta|x)$?