  We generalize Bonahon-Wong's $\mathrm{SL}_2(\mathbb{C})$-quantum trace map to
the setting of $\mathrm{SL}_3(\mathbb{C})$. More precisely, given a non-zero
complex parameter $q=e^{2 \pi i \hbar}$, we associate to each isotopy class of
framed oriented links $K$ in a thickened punctured surface $\mathfrak{S} \times
(0, 1)$ a Laurent polynomial $\mathrm{Tr}_\lambda^q(K) =
\mathrm{Tr}_\lambda^q(K)(X_i^q)$ in $q$-deformations $X_i^q$ of the
Fock-Goncharov $\mathcal{X}$-coordinates for higher Teichm\"{u}ller space. This
construction depends on a choice $\lambda$ of ideal triangulation of the
surface $\mathfrak{S}$. Along the way, we propose a definition for a
$\mathrm{SL}_n(\mathbb{C})$-version of this invariant.
