I applied online. The process took 1 week. I interviewed at Thumbtack (Toronto, ON) in Sep 2025
Interview
Standard first call with a recruiter, second call was a technical, regarding machine learning concepts. Mostly around domain buzzwords. Then a Bayesian statistics problem and a coding challenge, involving simulating a statistical problem (think dice roll simulation).
Interview questions [1]
Question 1
If P(x|y) is some value, and P(y) is some other value, compute P(X&Y).
1. Coding round 2 On-site ( series for 5 interviews) Interviewers doesn’t know what to ask and they are more concentrated on what work they are doing currently . Hope they understand the projects inside organization are done with multiple brain storming sessions which might not be feasible for the candidate to explain in 45 mins of interview .
Interview questions [1]
Question 1
2 coding questions which is out of leetcode scope 2 DS related rounds One behavioral round
