Process
The experience was a bit unsettling, possibly because of the tone of the behavior questions. Although I understand they were intended to assess resilience, the framing made me uncomfortable and could be traumatic for a few individuals.
Questions
Have you ever considered that you couldn't graduate?
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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
4.0
Efficient, Collaborative, But Demanding
Machine Learning Engineer • Former Employee
New York, New York, United States
September 13, 2025
Pros: efficient
well-paid
collaborative environment
Cons: On site.
Long hours.
Competition high.
5.0
Challenging Projects, High Pressure
Machine Learning Engineer • Current Employee
Menlo Park, California, United States
July 23, 2024
Pros: Interesting projects to work on
Cons: Pressure to perform all the time.
5.0
Hopefully, stocks go up
Machine Learning Engineer • Current Employee
January 30, 2023
Pros: Interesting projects, great compensation, and a nice tech stack.
Cons: Work-life balance can be tough. Performance and standards can be tough.
- 4.0Efficient, Collaborative, But DemandingMachine Learning Engineer • Former EmployeeNew York, New York, United StatesSeptember 13, 2025Pros: efficient well-paid collaborative environmentCons: On site. Long hours. Competition high.
- 5.0Challenging Projects, High PressureMachine Learning Engineer • Current EmployeeMenlo Park, California, United StatesJuly 23, 2024Pros: Interesting projects to work onCons: Pressure to perform all the time.
- 5.0Hopefully, stocks go upMachine Learning Engineer • Current EmployeeJanuary 30, 2023Pros: Interesting projects, great compensation, and a nice tech stack.Cons: Work-life balance can be tough. Performance and standards can be tough.
Meta Interview Questions
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