Comment by echelon

But amateur has taken on a negative connotation in the common vernacular.

"Amateurish" or "amateurishly" feel damning and assertions about a certain absence of quality or attention to detail.

Describing someone as a "total amateur" feels a bit like calling them a hack.

This needs a separate word or concept.