Data Scientist applicants have rated the interview process at TikTok with 3 out of 5 (where 5 is the highest level of difficulty) and assessed their interview experience as 100% positive. To compare, the company-average is 47.8% positive. This is according to Glassdoor user ratings.
Candidates applying for Data Scientist roles take an average of 15 days to get hired, when considering 1 user submitted interviews for this role. To compare, the hiring process at TikTok overall takes an average of 34 days.
Common stages of the interview process at TikTok as a Data Scientist according to 1 Glassdoor interviews include:
Background check: 17%
IQ intelligence test: 17%
Phone interview: 17%
Drug test: 17%
Personality test: 17%
Skills test: 17%
Here are the most commonly searched roles for interview reports -
Started with my introduction and I presented my PhD research. Asked some questions regarding to my research. Asked a few technical questions about the job. Finally asked a question on coding.
A former colleague referred me to the Data Scientist position at TikTok, which kicked off the interview process. The technical screen included a question about designing an A/B test for a ranking model, followed by an SQL challenge related to user sessions. The funny part was that the SQL problem was a twist on one I had been grinding through on PracHub just a few days prior. After some behavioral interviews, I received an offer, but ultimately decided to decline as it didn't align with my goals.
Interview questions [2]
Question 1
Walk me through how you'd design an A/B test for a new ranking model on the For You feed, and how you'd pick guardrail metrics.
Given a sessions table (user_id, session_start, session_end, country), write SQL to find the users whose average session length grew the most week-over-week.
I applied online. I interviewed at TikTok (London, England)
Interview
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.
Interview questions [1]
Question 1
if tiktok shop is going to launch in Netherland, how to evaluate it before AB test