Comment by thomasahle

> At the end of my time at Shopify I learned good science requires good software engineering.

This is a positive side of industry research. First, you tend to have more software engineering expertise available, and secondly you have more of an insentive to not exaggerate your claims, as if you say it works, you'll be expected to put it into production.