Machine Learning Engineer Interview Experience - United States
Process
After two phone calls and one hiring manager Zoom meeting, I entered five or six different technical interviews.
All interviews covered almost the same concepts, except for one which was a design question. Generally, they focused on ML, NLP, and programming.
Each interview presented different programming questions, and any programming language could be used for solutions. These programming questions were of easy to medium/hard difficulty, involving data structures, string manipulation, or OOP design. ML/Data Science questions were intermediate to advanced.
However, the interviews primarily focused on programming questions, making up approximately 70% programming and 30% ML/Data Science.
Questions
Explain LSTMs and why they are used. What are the advantages and disadvantages when you compare them to other architectures? And some follow-up questions about them.
Mention your current/previous job. What were your duties, etc.?
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Interview Statistics
The following metrics were computed from 2 interview experiences for the ServiceNow Machine Learning Engineer role in United States.
Success Rate
ServiceNow's interview process for their Machine Learning Engineer roles in the United States is fairly selective, failing a large portion of engineers who go through it.
Experience Rating
Candidates reported having very good feelings for ServiceNow's Machine Learning Engineer interview process in United States.
ServiceNow Work Experiences
- 3.0Work-life Balance Good, Tech OutdatedMachine Learning Engineer • Current EmployeeHyderābād, Telangana, IndiaSeptember 7, 2025Pros: 1. Decent work-life balanceCons: 1. Working technology will not be useful outside.
- 1.0Decent Pay, Terrible ManagementMachine Learning Engineer • Current EmployeeHyderābād, Telangana, IndiaOctober 30, 2024Pros: Good work-life balance. No compelling work, but you get a salary.Cons: No growth, worst team and management. They don't have a proper vision. They are just doing random stuff which will not work anyway. 😅 I work in GCS org.
- 5.0Great place to work atMachine Learning Engineer • Former EmployeeHyderābād, Telangana, IndiaAugust 24, 2024Pros: Great team. Going in the right direction.Cons: I had a terrible manager, and hence a bad experience.
ServiceNow Interview Questions
