Ho presentato la mia candidatura online. Ho sostenuto un colloquio presso TikTok (Londra, Inghilterra)
Colloquio
one medium level sql test and an open question
Since i'm not familiar with business context(though i actually spent time preparing AB test and causal inference), i didn't get what i should answer.
Domande di colloquio [1]
Domanda 1
if tiktok shop is going to launch in Netherland, how to evaluate it before AB test
Took about six weeks from start to offer, longer than I anticipated. The process involved a technical phone screen followed by two rigorous coding rounds and a final onsite interview. I tackled questions on defining success metrics and detecting suspicious transactions, along with writing pseudocode for self-attention and cross-entropy. Halfway through the coding round, I realized that the problem I was working on was straight from a PracHub prep session just days earlier. Overall, it was a challenging yet rewarding experience, and I’m excited to join the team.
Domande di colloquio [3]
Domanda 1
Define success metrics for a new product and detect suspicious transactions
There was a recruiter screen. After the screen, I did a sql coding exercise. Afterwards, I had a statistical interview. The last round was how I would run and design an experiment.