  Motivated by the recent muon anomalous magnetic moment (g-2) measurement at
FERMILAB and non-zero neutrino masses, we propose a model based on the $SU(3)_C
\times SU(3)_L \times U(1)_X$ (3-3-1) gauge symmetry. The most popular 3-3-1
models in the literature require the presence of a scalar sextet to address
neutrino masses. In our work, we show that we can successfully implement an
one-loop linear seesaw mechanism with right-handed neutrinos, and vector-like
fermions to nicely explain the active neutrino masses, and additionally
reproduce the recent Muon g-2 result, in agreement with existing bounds.
