Process
Virtual final interview with six interviewers.
The design interview covered architecture in one session and ML design in the other.
The two coding interviews asked me about developing a Trie.
Questions
Two coding interviews, two design interviews, and two more behavioral interviews.
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Interview Statistics
The following metrics were computed from 92 interview experiences for the Meta Machine Learning Engineer role in United States.
Success Rate
11%
Pass Rate
Meta's interview process for their Machine Learning Engineer roles in the United States is extremely selective, failing the vast majority of engineers.
Experience Rating
Positive53%
Neutral26%
Negative21%
Candidates reported having very good feelings for Meta's Machine Learning Engineer interview process in United States.
Meta Work Experiences
5.0
Fast Pace, Great Peers
Machine Learning Engineer • Current Employee
San Jose, California, United States
February 5, 2021
Pros: Peers are good. Move fast.
Cons: Work-life balance is not good.
5.0
Great Pay, But Too Competitive
Machine Learning Engineer • Current Employee
New York, New York, United States
November 7, 2024
Pros: Good salary, work-life balance.
Cons: Too competitive, and keep learning.
4.0
Talented colleagues and great perks, but toxic culture
Machine Learning Engineer • Current Employee
New York, NY
June 18, 2026
Pros: Working with talented people.
Great perks, including free breakfast, lunch, and dinner.
Cons: It was a toxic environment. You had to work during weekends or after hours often.
Ninety-five percent of the people were Chinese, and they were biased to hire even more Chinese.
- 5.0Fast Pace, Great PeersMachine Learning Engineer • Current EmployeeSan Jose, California, United StatesFebruary 5, 2021Pros: Peers are good. Move fast.Cons: Work-life balance is not good.
- 5.0Great Pay, But Too CompetitiveMachine Learning Engineer • Current EmployeeNew York, New York, United StatesNovember 7, 2024Pros: Good salary, work-life balance.Cons: Too competitive, and keep learning.
- 4.0Talented colleagues and great perks, but toxic cultureMachine Learning Engineer • Current EmployeeNew York, NYJune 18, 2026Pros: Working with talented people. Great perks, including free breakfast, lunch, and dinner.Cons: It was a toxic environment. You had to work during weekends or after hours often. Ninety-five percent of the people were Chinese, and they were biased to hire even more Chinese.
Meta Interview Questions
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