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Data Engineer Interview Experience

December 10, 2025
Positive ExperienceNo Offer

Process

I applied online. The process took two weeks.

After the recruiter screening, I was invited to a second-round interview at Spotify — a 75-minute session with two interviewers. Both were very supportive, polite, and helped create a comfortable and easy-going atmosphere. The first part of the conversation was introductory, followed by several theoretical questions, including:

  • What is eventual consistency?
  • Explain the CAP Theorem.
  • Discuss the data formats you have worked with (e.g., Avro, Parquet) and the differences between them.
  • What is the difference between Python and low-level programming languages?
  • What are the benefits of using the Iceberg table format?
  • How would you explain MapReduce?
  • What is the time complexity of searching for an element in a linked list?
  • Explain a type of tree structure.

There was one live algorithmic coding exercise: create a Fibonacci sequence. I eventually solved it, although it took me longer than expected due to limited experience with coding interview-style algorithm questions.

Questions

  1. What is eventual consistency?

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Interview Statistics

The following metrics were computed from 48 interview experiences for the Spotify Data Engineer role.

Success Rate

8%
Pass Rate

Spotify's interview process for their Data Engineer roles is extremely selective, failing the vast majority of engineers.

Experience Rating

Positive54%
Neutral15%
Negative31%

Candidates reported having good feelings for Spotify's Data Engineer interview process.

Spotify Work Experiences