Process
There were five different sessions.
Two of them were about ML.
I was given the option to choose the ML sessions from a list, and I chose ML infrastructure and ML engineering.
Questions
Design a feature store for an ML system.
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Interview Statistics
The following metrics were computed from 1 interview experience for the Meta ML Engineer role in Toronto, Ontario.
Success Rate
0%
Pass Rate
Meta's interview process for their ML Engineer roles in Toronto, Ontario is extremely selective, failing the vast majority of engineers.
Experience Rating
Positive0%
Neutral100%
Negative0%
Candidates reported having mixed feelings for Meta's ML Engineer interview process in Toronto, Ontario.
Meta Work Experiences
4.0
Valuable Equity, High Stress
ML Engineer • Current Employee
San Francisco, California, United States
July 16, 2025
Pros: No scrum meetings. Loved the equity.
Cons: Constant fear of layoffs. Stress.
4.0
I joined just before the layoffs
ML Engineer • Former Employee
Paris, France
October 3, 2024
Pros: You get to work on exciting things and use the latest technologies.
The food is good and the pay is great.
Cons: You are just a number in the system. It's way too competitive, and everyone has a big ego.
5.0
Good Time, Tired Work
ML Engineer • Former Employee
March 23, 2022
Pros: It was a good time there.
Cons: The usual work is very tiring.
- 4.0Valuable Equity, High StressML Engineer • Current EmployeeSan Francisco, California, United StatesJuly 16, 2025Pros: No scrum meetings. Loved the equity.Cons: Constant fear of layoffs. Stress.
- 4.0I joined just before the layoffsML Engineer • Former EmployeeParis, FranceOctober 3, 2024Pros: You get to work on exciting things and use the latest technologies. The food is good and the pay is great.Cons: You are just a number in the system. It's way too competitive, and everyone has a big ego.
- 5.0Good Time, Tired WorkML Engineer • Former EmployeeMarch 23, 2022Pros: It was a good time there.Cons: The usual work is very tiring.
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