> Some of people are calling themselves "Data Scientists" who don't know the difference between σ and MAD?

Uh, that's just terminology. Data science is quite diverse and people have different backgrounds and work in different domains. Many mathematically/CS/EE-trained data scientists probably just look at the whole thing in terms of norms without explicitly using the term, MAD.