Answer
If there were a nonzero electric field, then charges would move and the conductor wouldn't be in electrostatic equilibrium.
Work Step by Step
In electrostatic equilibrium, the internal charges are not moving. Thus there must not be any internal electric field. Hence the potential must be constant.
