Why do professionally trained singers wobble when they hold a long note?

It is called vibrato. Vibrato is a natural sound that is a cause of proper breathing and technique. However, they can control it and make their voice steady. But vibratto adds colour, emotion and effect to the music, just like a song would have an arpeggiated chord.