I went into a quant research position at a prop trading firm and am very happy about that decision. While unfortunately I have not been using any deep learning so far, it is a lot of stats and machine learning. Also there are some interesting applications of physics informed neural networks, which I want to look into at some point. It is definitely fun to work on problems now that just need to be solved in a creative way instead of continuously having to come up with new research ideas.