Usually, when we are talking about compressibility we can say that it is the inverse or reciprocal of the bulk modulus of elasticity. So if look at the unit of compressibility we are basically considering those of reciprocal pressure, Pa-1 or atm-1. The SI unit of compressibility is mostly given as m2/n.
