I applied online. The process took 2 months. I interviewed at Optiver in Nov 2020
Interview
After applying, had an initial screen with HR, followed by technical assessment, then remote "onsite" phase with two groups of engineers, and a manager/director. Interviews were non trivial but pretty naturally guided.