Pet Peeve - Single Source of Truth
In software engineering, it is important to have a single source of truth. In data science, it is a little more complicated.
Pet Peeve - Art vs Science
The expression "Data science is more art than science" makes my skin crawl. Data science, like all sciences, requires both strict methodology and a lot of creativity.