Process
Two code interviews and two follow-up team matching interviews.
Each code interview consists of two mid-level LeetCode problems within 45 minutes.
The team matching interview is mainly casual chatting about research interests.
Questions
Graph, two-point, and DFS
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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
3.0
Good Pay, Toxic Culture
Machine Learning Engineer • Current Employee
Menlo Park, California, United States
March 23, 2025
Pros: Total compensation package is good.
Cons: Very toxic culture and it is getting worse.
4.0
Good place to work, chaotic
Machine Learning Engineer • Current Employee
Menlo Park, California, United States
June 16, 2023
Pros: Surrounded by the best engineers, there's a lot to learn.
Cons: It's been very chaotic since the layoffs.
5.0
Intense Environment, Excellent Company
Machine Learning Engineer • Former Employee
Mountain View, California, United States
March 19, 2021
Pros: Good company, good environment, high pressure.
Cons: High peer pressure, fast work tempo
- 3.0Good Pay, Toxic CultureMachine Learning Engineer • Current EmployeeMenlo Park, California, United StatesMarch 23, 2025Pros: Total compensation package is good.Cons: Very toxic culture and it is getting worse.
- 4.0Good place to work, chaoticMachine Learning Engineer • Current EmployeeMenlo Park, California, United StatesJune 16, 2023Pros: Surrounded by the best engineers, there's a lot to learn.Cons: It's been very chaotic since the layoffs.
- 5.0Intense Environment, Excellent CompanyMachine Learning Engineer • Former EmployeeMountain View, California, United StatesMarch 19, 2021Pros: Good company, good environment, high pressure.Cons: High peer pressure, fast work tempo
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