Think about the arrangement of ions in solid calcium chloride and the ions in a solution of calcium chloride.
In solid calcium chloride the atoms are arranged in a lattice structure, similar to that of sodium chloride. The atoms are in fixed positions and so cannot move to carry charge throughout the structure, which is what electrical conductivity is.
In aqueous calcium chloride the atoms are not in fixed positions and therefore can move and carry charge.