Process
The interviews were easy to medium LeetCode style. There were 3 initial interviews and 2 final team-latching interviews.
All of the interviews focused on coding; there was no ML content.
The team-matching interviews did ask about some ML knowledge, but it wasn't difficult.
Questions
Code questions from LeetCode, easy to medium.
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Interview Statistics
The following metrics were computed from 15 interview experiences for the Meta ML Engineer role in United States.
Success Rate
13%
Pass Rate
Meta's interview process for their ML Engineer roles in the United States is extremely selective, failing the vast majority of engineers.
Experience Rating
Positive73%
Neutral27%
Negative0%
Candidates reported having very good feelings for Meta's ML Engineer interview process in United States.
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
Smart People, Awaiting Offer
ML Engineer • Current Employee
Seattle, Washington, United States
September 12, 2022
Pros: People are smart, helpful, and friendly.
Cons: No return offer yet. Hope I will get it soon.
2.0
High Pay, Poor Ideology
ML Engineer • Former Employee
New York, New York, United States
July 11, 2025
Pros: Relatively high salary, nothing else.
Cons: Woke ideology in companies, and a lack of common sense.
- 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.
- 4.0Smart People, Awaiting OfferML Engineer • Current EmployeeSeattle, Washington, United StatesSeptember 12, 2022Pros: People are smart, helpful, and friendly.Cons: No return offer yet. Hope I will get it soon.
- 2.0High Pay, Poor IdeologyML Engineer • Former EmployeeNew York, New York, United StatesJuly 11, 2025Pros: Relatively high salary, nothing else.Cons: Woke ideology in companies, and a lack of common sense.
Meta Interview Questions
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