This document summarizes phenomenological modeling of viscoelastic polymers. It discusses how polymers respond mechanically to electrical input via electrostriction and how their viscosity leads to time-dependent effects under large electric fields. The modeling approach uses a multiplicative split of the deformation gradient and an additive split of the free energy contributions. Governing equations are based on Maxwell's equations and a constitutive framework describes the material using energy and free energy functions. Evolution equations for viscosity driving stresses are formulated using a Mandel-type stress tensor. The models are applied to polyurethane elastomers, with good fits found using two viscosity elements and a power law evolution law.