Meta Data Scientist Interview Experience — SQL and Product Sense on a Group Call Feature

Meta·Data Scientist·Dec 2025
Technical Screeneasy

The interviewer was a very energetic and friendly woman, and everything she asked me was about group calls. The premise: Messenger has groups, but no group call feature.

The first SQL question was pretty common, but the second one I'd never seen before.

What percentage of today's active "gb" users had more than 50 call records in the previous 7 days (counting both calls made and calls received)?

The first table was caller, receiver, call_id, date, duration. The second table was caller, country, is_active (0 or 1), date.

That's roughly what the question was — the exact details might be slightly different from what I remember.

The product sense questions were pretty standard: how to tell whether users actually have this need, how to decide on group size, how to measure success, how to avoid the problem where, using cluster-level data, a cluster is still internally connected (or the cluster ends up too large), and also A/B testing and trade-offs.

Addendum: the "caller" field in the second table might not be the name I actually saw — just think of it as "user." Also, one more detail: the date field is in string format.

Published

Curated and edited by PracHub

Practice the questions from this interview

Discussion

Sign in to join the discussion. The author is notified of every comment.

Loading comments…

Interview at a glance

Company
Meta
Role
Data Scientist
Rounds
Technical Screen
Difficulty
easy
Interview date
Dec 2025
Questions from this interview
2 questions

Real Meta interview experiences

First-hand reports from Meta candidates — the rounds, the questions they were asked, and how it went.

All 125 Meta interview experiences