Process
A 1-hour long screening call, then 3 rounds of technical interviews that covered ML system design, a modeling case study about recommendation systems, and an analytics/data exploration case study.
Questions
Describe how to make a recommendation system for songs to users.
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Interview Statistics
The following metrics were computed from 1 interview experience for the Spotify sr ml engineer role in United States.
Success Rate
0%
Pass Rate
Spotify's interview process for their sr ml engineer roles in the United States is extremely selective, failing the vast majority of engineers.
Experience Rating
Positive100%
Neutral0%
Negative0%
Candidates reported having very good feelings for Spotify's sr ml engineer interview process in United States.
Spotify Work Experiences
4.0
Great culture & wlb
Senior Machine Learning Engineer • Current Employee
Stockholm, Stockholm County, Sweden
May 13, 2025
Pros: Work-life balance is great.
Cons: Things move quite slowly; it's hard to get new opportunities.
3.0
Good pay, but management needs improvement
Software Engineer • Former Employee
New York, NY
July 21, 2026
Pros: Good pay, okay work-life balance, trips to Sweden, and strong engineers.
Cons: Pay is lowish, and management needs a lot of improvement.
4.0
Great People, Data Needs Work
Data Engineer • Current Employee
March 27, 2023
Pros: People are amazing.
I like the remote environment.
I love what our company stands for.
Cons: I wish there were more decisions and strategies made from data. I think we are at the stage where moving quickly does not always mean better for the company's current size.
- 4.0Great culture & wlbSenior Machine Learning Engineer • Current EmployeeStockholm, Stockholm County, SwedenMay 13, 2025Pros: Work-life balance is great.Cons: Things move quite slowly; it's hard to get new opportunities.
- 3.0Good pay, but management needs improvementSoftware Engineer • Former EmployeeNew York, NYJuly 21, 2026Pros: Good pay, okay work-life balance, trips to Sweden, and strong engineers.Cons: Pay is lowish, and management needs a lot of improvement.
- 4.0Great People, Data Needs WorkData Engineer • Current EmployeeMarch 27, 2023Pros: People are amazing. I like the remote environment. I love what our company stands for.Cons: I wish there were more decisions and strategies made from data. I think we are at the stage where moving quickly does not always mean better for the company's current size.
Spotify Interview Questions
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