Imposter syndrome is rooted in being qualified, but not being confident that one is qualified. Qualified includes being able to learn as experience is gained.
So the opposite requires some level of confidence, so it depends on whether being qualified matters.
If the person is qualified and confident, then confidence.
If they think they are qualified but aren’t, then overconfidence. I consider this to be the opposite of imposter syndrome.