I applied online. The process took 1 week. I interviewed at Toptal in Feb 2022
Interview
test / train an ai model w/ data. it wasn't hard, very standard but 30 mins was not enough time.
interviewer will point out all the small errors you missed and fail you, even if you explain why you did what you did and what the next steps are.
interview re-take is 2 months.
Interview questions [1]
Question 1
data wrangling / test/training data to fit ml model