Process
I applied online.
The process started with a technical phone screen featuring a medium-level LeetCode problem. It was followed by an onsite interview with:
- Two coding rounds
- One system design round
- One behavioral round
Questions
One of the coding questions was a variation of LeetCode 200.
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Interview Statistics
The following metrics were computed from 161 interview experiences for the Meta Machine Learning Engineer role.
Success Rate
12%
Pass Rate
Meta's interview process for their Machine Learning Engineer roles is extremely selective, failing the vast majority of engineers.
Experience Rating
Positive57%
Neutral23%
Negative20%
Candidates reported having very good feelings for Meta's Machine Learning Engineer interview process.
Meta Work Experiences
3.0
Great pay, too much pressure
Machine Learning Engineer • Current Employee
Menlo Park, California, United States
May 12, 2025
Pros: Pay is competitive. Work on state-of-the-art AI.
Cons: No work-life balance; everyone cares about short-term goals only.
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
Challenging But Rewarding Experience
Machine Learning Engineer • Current Employee
Montreal, Quebec, Canada
February 10, 2024
Pros: It was nice and I learned a lot.
Cons: A lot of pressure for deadlines and stuff.
- 3.0Great pay, too much pressureMachine Learning Engineer • Current EmployeeMenlo Park, California, United StatesMay 12, 2025Pros: Pay is competitive. Work on state-of-the-art AI.Cons: No work-life balance; everyone cares about short-term goals only.
- 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.
- 5.0Challenging But Rewarding ExperienceMachine Learning Engineer • Current EmployeeMontreal, Quebec, CanadaFebruary 10, 2024Pros: It was nice and I learned a lot.Cons: A lot of pressure for deadlines and stuff.
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