MLE of a Gamma Scale with Known Shape

Suppose trade-duration observations are modeled as Gamma with known shape $k=3$ and unknown scale $\theta$. Under this parameterization, $$E[X]=k\theta.$$If the sample mean is $12$, find the MLE of $\theta$.