Research Scientist applicants have rated the interview process at LinkedIn with 4 out of 5 (where 5 is the highest level of difficulty) and assessed their interview experience as 100% positive. To compare, the company-average is 54.2% positive. This is according to Glassdoor user ratings.
Here are the most commonly searched roles for interview reports -
This problem, where a model fails on unseen (out-of-distribution) data, is best solved by designing a system that uses model uncertainty and user feedback to mine and label these "hard examples."