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Data Engineer Interview Experience - Menlo Park, California

August 12, 2025
Positive ExperienceGot Offer

Process

Applied online and started with a recruiter screen, covering background, past projects, and culture fit.

Next was a Technical Phone Screen with a Data Engineer, split into two parts:

  • SQL: Wrote queries using joins, aggregations, subqueries, and handled NULL values.
  • Python: Involved simple data manipulation tasks like working with lists, dictionaries, and condition checks.

The final onsite round had four back-to-back interviews.

  • The first was SQL/ETL, focusing on optimizing queries, transforming raw data, and designing ETL pipelines.
  • The second was Data Modeling, where I designed a relational database for an app, defined schema, and discussed trade-offs.
  • The third was Product Sense, evaluating how data impacts decision-making and defining key metrics for business scenarios (e.g., retention analysis for a gaming app).
  • Last was Behavioral/Ownership, covering standard "tell me about a time" questions related to collaboration, problem-solving, and stakeholder management.

Prepped with LeetCode, SQL practice (Mode, StrataScratch), and mocks on Prepfully with ex-Data Engineers. Got the offer :)

Questions

Design model for a gaming company, such as Epic Games.

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Interview Statistics

The following metrics were computed from 82 interview experiences for the Meta Data Engineer role in Menlo Park, California.

Success Rate

21%
Pass Rate

Meta's interview process for their Data Engineer roles in Menlo Park, California is very selective, failing most engineers who go through it.

Experience Rating

Positive68%
Neutral20%
Negative12%

Candidates reported having very good feelings for Meta's Data Engineer interview process in Menlo Park, California.

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