The spring rate is linear. Meaning the force required to go from 1" to 2" of travel is the same additional force to go from 2" to 3" of travel. The rate of change is the same. Of course it takes more and more total force as the spring is pushed.
It's just following the elastic curve on the materials tension graph. In the elastic region the curve is flat and the rate of change is constant.