I applied through university. The process took 3 weeks. I interviewed at Emergent Trading (Chicago, IL) in Sept 2017
Interview
First interviewed by the founder. Linear algebra-based brain teasers and macroeconomics & finance basics. A coding test followed. Not hard at all. Finally onsite with 1-hour coding challenge to convert numbers from numerical form to verbal form. A lot of resume questions.