Investigating energy eigen values of fermion-dyon system under the fundamental representation of SU(2) isospin group, it is shown that the equation contains an extra term, which depicts interaction of spin moment with a vector field. The study of fermion-dyon interaction in non-abelian gauge theory has also been undertaken and the splitting of energy level of the system has been carried out.