[argonaut]

I could see this question being a valid question to ask for a research scientist role if the applicant has a PhD in CS/Mathematics/Operations Research and their research area is optimization or machine learning, or they claim to have taken coursework in convex optimization. Because you definitely have heard of Newton's method in those contexts.