The hallmark of an amateur is he doesnt know when he has screwed up, the hallmark of a professional is he does know - and I dont use the terms in the sense of commercial pilots compared with private pilots.
The real danger therefore is when you dont have enough experience to even realise you are about to screw up! Mind you I think that is often down to the quality of training. Good training should help you identify when you are out of your depth.