Machine Learning Engineer Interview Experience - United States
Process
The process was as follows:
- Recruiter Screen
- Coding Round
- Onsite Panel (4 rounds)
All within one month.
The online coding round was LeetCode. The panel interviews were C++ coding. There were 3 Technical Deep Dive rounds.
However, the interviews didn't seem very well aligned to check the right skills. There were Python and C++ rounds, but they weren't very focused on particular languages. The deep dive rounds had random questions with very little correlation. Rather, a conversation would have presented a better opportunity to express skills.
Questions
Most questions were asked based on the intersection of resume and role requirements.
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Interview Statistics
The following metrics were computed from 1 interview experience for the Rivian Machine Learning Engineer role in United States.
Success Rate
Rivian's interview process for their Machine Learning Engineer roles in the United States is extremely selective, failing the vast majority of engineers.
Experience Rating
Candidates reported having mixed feelings for Rivian's Machine Learning Engineer interview process in United States.
Rivian Work Experiences
- 4.0Vibe at RivianMachine Learning Engineer • Current EmployeePalo Alto, California, United StatesNovember 30, 2025Pros: Very competitive, positive experience with folks having a lot of knowledge in this domain.Cons: Base salary might not be the best in the domain, but it is compensated heavily with stocks.
- 5.0A great company to work forMachine Learning Engineer • Current EmployeeOctober 1, 2025Pros: Great company with good values. The workplace is not toxic at all.Cons: WLB is a bit bad at times; co-workers are working at odd hours and on weekends.
- 4.0Great Company, Bright FutureIndustrial Engineer • Current EmployeeRemoteDecember 19, 2022Pros: Good Company with a great future.Cons: No cons to the report.
Rivian Interview Questions
