Not at all!
“No pain, no gain” is outdated and doesn't apply to everyone. Soreness isn't the only sign of progress. Feeling stronger, moving better, and improving endurance are the real indicators. As with most myths, there is a bit of truth to this if you are looking to really train hard for some kind of an event (e.g. a competition, muscle building) where you will have some soarness.