Top 25
Prep plan
Updated weekly · Last refresh Oct 17

Oak Street Health Data Engineer Interview Questions

The questions to prepare for a Oak Street Health Data Engineer interview. Questions from real interview reports rank first. Updated daily.

25questions
~4htotal time
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1
PipelinesStart here. 16 questions · ~149 min
Common Data Pipeline Design PitfallsMedium

Covers frequent pipeline design mistakes, especially around ETL, orchestration, idempotency, and data quality.

InfrastructureQualityOak Street Health
Warehouse Analytics ExperienceEasy

Discuss practical experience using a data warehouse for analytics, including loading, transformation, orchestration, and data quality.

InfrastructureData ModelingOak Street Health
Container Orchestration for PipelinesEasy

Discuss preferred container orchestration tools for running pipelines, and explain the trade-offs behind the choice.

InfrastructureToolsOrchestrationOak Street Health
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2
SQL & Data Manipulation4 questions + 2 drills · ~57 min
SQL Query OptimizationMedium
Practice

Optimize a slow PostgreSQL query that aggregates completed transactions while preserving customers with no matching activity.

Performance Tuningdatabase optimizationindexesOak Street Health
Direct Joins vs Fuzzy LogicMedium

Evaluates your understanding of SQL techniques for matching and joining data accurately.

JoinsOak Street Health
Indexes and Incremental LoadsMedium

Evaluates your indexing strategy and how you manage schema evolution and incremental ingestion.

indexingOak Street Health
Optimize a Slow SQL QueryHard
Practice
Practice drill

Rewrite a slow PostgreSQL loan payment query to reduce scanned rows while preserving the required aggregated results.

database optimizationJoinsData WranglingAmeripriseEEltro Cyberchrome PrivateEnergyHub
SQL Top 10 by Visit FrequencyMedium
Practice
Practice drill

Rank Oak Street Health patients by visit count and return the top 10 with deterministic tie-breaking.

JoinsRankingGroup ByOak Street Health
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3
Coding4 questions · ~37 min
Implementing a Sorting AlgorithmMedium

Tests core algorithmic implementation skills and attention to correctness.

RecursionArraysSortingOak Street Health
Deduplicating Patient IDsEasy
Practice

Remove duplicate patient IDs with a set while preserving the order of first appearance.

Hash TablesdeduplicationBasic AlgorithmsOak Street Health
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4
More topics1 question · ~9 min
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The finish line: interview-readyComplete all 25 questions plus 2 hands-on drills to finish this plan.