If all you get from your job is a (big) paycheck, then you are underpaid.

Yet, I know many artists who stretch their creative souls and struggle financially.

I think there is a happy balance but that is not static, needs to be readjusted as life unfolds, from young whippersnapper programmer to family comes first tech lead.