>>I'm really skeptical of this claim. Nothing about CS fundamentals prepares you for debugging mobile browser performance, or machine learning, or setting up a sharded database. Maybe the big companies have a reason for asking these questions, but few startups benefit from these types of questions.

To summarize this statement, there's a reason why algos and datastructs is taught only for 1 semester out of 8 in college.