Machine Learning Engineer Interview Experience - Bengaluru, Karnataka
Process
There were two technical rounds.
The first round had basic to intermediate level questions regarding machine learning. Both rounds also included in-depth questions regarding ML/DL and the production lifecycle.
The second round was really tough, focused on deep learning, and it involved questions I was not expecting.
Questions
Boltzmann machine in neural networks
Estimate Pi value without ML/DL
Do you know autoencoders?
Incremental problems in Bayesian theorem
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Interview Statistics
The following metrics were computed from 1 interview experience for the SAP Machine Learning Engineer role in Bengaluru, Karnataka.
Success Rate
SAP's interview process for their Machine Learning Engineer roles in Bengaluru, Karnataka is extremely selective, failing the vast majority of engineers.
Experience Rating
Candidates reported having mixed feelings for SAP's Machine Learning Engineer interview process in Bengaluru, Karnataka.
SAP Work Experiences
- 5.0Very good WLBMachine Learning Engineer • Former EmployeeBengaluru, Karnataka, IndiaApril 17, 2025Pros: Good WLB Great office and environmentCons: Limited learning Limited pay Fewer opportunities in Data Science
- 4.0Great Work EnvironmentMachine Learning Engineer • Former EmployeeSeoul, South KoreaNovember 18, 2025Pros: Good Work Environment and CoworkersCons: Not enough numbers of AI members.
- 4.0An interesting and fun place to workMachine Learning Engineer • Current EmployeeSingapore, SingaporeSeptember 18, 2025Pros: Friendly culture, good projects to work in.Cons: Less than median salary payout.
SAP Interview Questions
