Kolmogorov-Smirnov Test (KS-Test) to detect nonlinear correlation between two covariates/variables in a data set?

Question

I had an interview recently at Amazon. The interviewer said that I should\'ve used the KS-Test to check for nonlinear correlation among my variables in addition to pair plots. I