In this paper, we study the Rouquier dimension of the singularity category of a variety with rational singularity. We construct an upper bound for the dimension of $mathrm{D}_{mathrm{sg}}(X)$ if $X$ has at worst rational singularities and $dim X_{mathrm{sing}} leq 1$.