We study the possible consequences of Very Special Relativity on the spin-statistics connection. The problem is analyzed from a group theory perspective within the SIM(2) Lorentz subgroup, with an emphasis on massive fields transforming under the SIM(2) equivalent of the (j, 0) and (0, j) Lorentz representations. We find that Very Special Relativity still implies that massive particles with (half-)integer spin to (anti-)commute, preserving this way the usual Spin-Statistics Connection and its fundamental consequences.