That comment made me wonder how long the person advised have spent working in tech, I'd wager that it's < 5 years.

I'm not saying that to be snide. When you come from a academic CS setting like university, there are so many new things to learn in industry that after 5 years you could still be completely unfamiliar with a lot of things.