I worked at a company in finance markets in the mid 1990s that was paying the traders $2M bonuses.
Two downsides of this are that it can be unfair to people who just get unlucky (eg working on a less-profitable desk), and that it encourages taking large risks for higher returns, which is especially bad if they are taking on long-term positions. One way to try to address the latter is with a partnership structure where partners are incentivised to rein in big risks, but having joint and several liability is unusual and scary.