There is an electric field in the resistor that causes current to flow. Ohms law for the resistor can be written in terms of the field 

$$J=σE$$

Where $J$ is the current density, $σ$ is the material conductivity $E$ the electric field. $J$ and $E$ are vectors.

Hope this helps