Let S be a set of monic degree 2 polynomials over a finite field
and let C be the compositional semigroup generated by S. In this
paper we establish a necessary and sufficient condition for C to be
consisting entirely of irreducible polynomials. The condition we deduce depends
on the finite data encoded in a certain graph uniquely determined by the
generating set S. Using this machinery we are able both to show
examples of semigroups of irreducible polynomials generated by two degree 2
polynomials and to give some non-existence results for some of these sets in
infinitely many prime fields satisfying certain arithmetic conditions