If it's the only bike you ride, no, you won't notice. But if you do a side-by-side comparison, yes, you will.
The advantage of steel: very comfortable, (somewhat) easily repaired. Downside: flexy (especially for big guys).
Carbon: very comfortable, very stiff (puts your power into forward movement). Not easily repaired.