To reach its findings, Karat ranked each metro by how respondents from a given area performed on its technical interviews. Since its founding in 2014, the company has conducted more than 150,000 technical interviews for technology companies to help organizations narrow down a field of candidates for open positions within the company, some of which can get hundreds of applicants per role.