Two quick clarifications: 1. LinkedIn video screening was only used for our 2022 Summer hiring for the opening of Quantitative Analyst (Internship). LinkedIn no longer supports this feature later. 2. This candidate might not reach the later stage of the interview process, which we ask candidates to work on a data analytic project rather than a portfolio building case.