Honestly to me the most important piece is the willingness and ability to try new things and work under certainty. I have seen first hand time and time again th

Honestly to me the most important piece is the willingness and ability to try new things and work under certainty. I have seen first hand time and time again that it is easier for someone who is good at this to learn how to code when the rubber hits the road than it is for someone who knows how to code but isn't comfortable learning on the fly to learn a new python library fast enough to work with the team. On a super short timescale with no testing feedback loop, 99% of "algorithms" questions are "Have you encountered this thing before" shit tests in practice, rather than meaningful tests of problem-solving skills, and do not effectively test whether someone will be effective. This is to me a classic Goodhart's Law + policy problem: One can easily assess the answer to an algorithm problem, so it's popular as an assessment and becomes pervasive. Goodhart's Law predicts the next part