I agree with everything said above. I think the term "data scientist" is used very loosely. With some of the "data science" I see in big companies, they tend to

I agree with everything said above. I think the term "data scientist" is used very loosely. With some of the "data science" I see in big companies, they tend to just import the library and leave the math up to PhD's and the writers of scikit-learn. I do think this is a problem and that is the point I was trying to get across when I wrote the post.