Process
-
2 interviews
-
Technical screen for coding:
- Data structures and algorithms
- LeetCode questions
- Easy and medium-hard ones
-
Final interview onsite:
- 5-6 interviews
- 1-2 coding specific
- ML interview
- System design interview
- Behavioral interview
Questions
Data Structures and Algorithms
LeetCode Questions:
- Easy
- Medium-Hard
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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
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.
2.0
Great Perks, Terrible Culture
ML Engineer • Current Employee
Bellevue, Washington, United States
March 1, 2023
Pros: - Good food
- Nice benefits (like 401k, swag, snacks, free food, shuttle, gym)
- Fast-moving projects (if you enjoy it)
Cons: - Terrible work-life balance.
- The culture is terrible!
- Too much pressure on engineers.
- Quantity over quality.
- No long-term planning.
- Most managers are clueless and powerless.
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.
- 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.
- 2.0Great Perks, Terrible CultureML Engineer • Current EmployeeBellevue, Washington, United StatesMarch 1, 2023Pros: - Good food - Nice benefits (like 401k, swag, snacks, free food, shuttle, gym) - Fast-moving projects (if you enjoy it)Cons: - Terrible work-life balance. - The culture is terrible! - Too much pressure on engineers. - Quantity over quality. - No long-term planning. - Most managers are clueless and powerless.
- 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.
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