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What gets you hired
Probability puzzles
Dice, cards and betting games, solved out loud in interviews.
Fast mental math
Some trading firms start with a timed arithmetic test.
Strong coding
Python for research, C++ for speed.
Contest results
The Canadian Mathematical Olympiad or programming contests stand out.