I don't think Spark would be core data science. The way I see it is that data scientists usually fall somewhere in the range of [software engineers who are good

I don't think Spark would be core data science. The way I see it is that data scientists usually fall somewhere in the range of [software engineers who are good at math, statisticians who are good at coding], and the projects done at either end are pretty different.