Injecting Software Engineering Rigorousness Into Data Science?

A lot of people doing data science are not software engineers. There's statisticians or they're scientists and they've kind of picked up a little bit of here's how I use this API Or what's a unit test? Peter: This rubric can inject some rigor into how you build data products. And just like in any software, we need to make sure that everything is working properly.