It can be difficult and can feel like you're using way too much pressure, but it will go on eventually.

Stretch and twist the rubber grommit between your fingers for a few seconds - this will expand it slightly, which will make it hold in the knob better too.

Place the knob centre straight on to the encoder, then rock it from side to side and up and down a little. It does go on eventually.