1540s, "not suitable" (in reference to things), from un-(1) "not" + fit, adj.. Related: Unfitness. In reference to persons or human qualities, attested from 1550s.

"to render unfit," 1610s, from unfit, adj., or else from un-(2) "reverse of" + fit, v.. Related: Unfitted; unfitting.