Senior Machine Learning Engineer Interview Experience - Singapore
February 1, 2023
Neutral ExperienceNo Offer
Process
The interview process includes:
- An initial background and experience interview.
- Two rounds of coding interviews.
- One round of technical interviews.
- One round of system design interviews.
The process is relatively long.
The coding rounds feature easy-to-medium problems. The system design round requires some project experience in e-commerce systems.
Questions
Design a CVR prediction model.
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Interview Statistics
The following metrics were computed from 1 interview experience for the Rokt Senior Machine Learning Engineer role in Singapore.
Success Rate
0%
Pass Rate
Rokt's interview process for their Senior Machine Learning Engineer roles in Singapore is extremely selective, failing the vast majority of engineers.
Experience Rating
Positive0%
Neutral100%
Negative0%
Candidates reported having mixed feelings for Rokt's Senior Machine Learning Engineer interview process in Singapore.
Rokt Work Experiences
4.0
Nice colleagues and high technical standards, but long hours
Senior Machine Learning Engineer • Current Employee
Sydney
September 2, 2026
Pros: Colleagues are nice, and the technical levels are high.
Cons: It works 9 to 5, but many people still work after 5 pm.
5.0
Growth-oriented work environment
Software Engineer • Current Employee
Sydney, New South Wales, Australia
October 14, 2025
Pros: + Great onboarding experience
+ Hard working and smart people
+ Interesting problems and tech stack
Cons: - 4 days in office
1.0
Opportunities for growth overshadowed by long hours and instability
Software Engineer • Former Employee
New York, NY
October 5, 2026
Pros: Good career and skill growth opportunities.
Cons: Long hours, constant layoffs, and no management structure.
- 4.0Nice colleagues and high technical standards, but long hoursSenior Machine Learning Engineer • Current EmployeeSydneySeptember 2, 2026Pros: Colleagues are nice, and the technical levels are high.Cons: It works 9 to 5, but many people still work after 5 pm.
- 5.0Growth-oriented work environmentSoftware Engineer • Current EmployeeSydney, New South Wales, AustraliaOctober 14, 2025Pros: + Great onboarding experience + Hard working and smart people + Interesting problems and tech stackCons: - 4 days in office
- 1.0Opportunities for growth overshadowed by long hours and instabilitySoftware Engineer • Former EmployeeNew York, NYOctober 5, 2026Pros: Good career and skill growth opportunities.Cons: Long hours, constant layoffs, and no management structure.
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