"Amateur" shouldn't have the negative connotation it has. Using science to improve your life and increase your ability to achieve your goals is in no way a bad thing even if you aren't an expert in that field of science (pretending to be an expert is another thing entirely).

Do engineers rely on amateur physics to do their jobs?

If we aren't relying on amateur behavioral psychology in our personal lives aren't we relying on folk psychology instead?