I applied through a recruiter. The process took 4 weeks. I interviewed at Meta (Singapore) in Apr 2025
Interview
Starting screen followed by 5 loop interview
Behavioural , ML, leet code , management skill based questions
You will go through screening which consistent of management and ML system design. Once done, will go through 5 loop system which consist of the above
Interview questions [1]
Question 1
How do you deal with failure from team perspective
ML design: recommender ML design walk through
The Interview Process is very structured -
First Tech Screening round - 45 mins (usually can extend a bit depending on the interviewer)
- 2 SQL Questions ( Medium to Hard ) - based on Joins
Full Loop - 4 rounds 45 mins each.
- SQL
- Behavioral
- Analytical Execution - stats & prob, A/B testing, case study
- Analytical Reasoning - Case study
Interview questions [1]
Question 1
Questions on Bayes Theorem, Probability distribution, etc.
I applied online. The process took 6 months. I interviewed at Meta
Interview
Completed 3 rounds of the process, which includes the initial recruiter screen, technical, full loop, and team matching.
Couldn't move past the full loop interview. The interview was very engaging, and I actually enjoyed working through the cases. No crazy questions.
It's all organized. Be prepared to showcase your depth of thinking. Two analytical rounds will make you think on your ability to solve probability and experimentation problems. Have a structure for everything
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