Top 25
Prep plan
Updated weekly · Last refresh Oct 17

Narwal Data Engineer Interview Questions

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

25questions
~4htotal time
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1
SQL & Data ManipulationStart here. 10 questions + 1 drill · ~108 min
Top 10 Customers SQLEasy
Practice

Use SUM, GROUP BY, ORDER BY, and LIMIT to find the top 10 Healthfirst Marketplace customers by purchase total.

RankingGroup ByAggregationsNarwal
SQL vs NoSQL for Go-to-Market DataEasy

Explain how SQL and NoSQL differ in schema, consistency, scaling, and Demandbase-style analytics use cases.

JoinsData WranglingNarwal
SQL Joins and Window FunctionsHard

Tests SQL fundamentals for joins and window functions and the ability to write correct extraction queries.

Window FunctionsJoinssqlNarwal
Monthly Sales Trends by CategoryMedium
Practice
Practice drill

Aggregate monthly sales by product category and use LAG to calculate month-over-month changes.

InfrastructureToolsData WranglingTotal Wine & MoreInc.Benjamin Moore
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2
Pipelines12 questions · ~118 min
Production ML Deployment PipelineMedium

Key production pipeline considerations for deploying, validating, and monitoring an ML model.

InfrastructureIdempotencyQualityNarwal
Integrating Multiple Data SourcesEasy

Common pipeline issues when combining multiple data sources, including schema mismatch, data quality, orchestration, and duplicate handling.

ETLData ModelingQualityNarwal
Data Modeling Tools and ArchitectureEasy

Preferred tools and patterns for data modeling and pipeline architecture in a modern data platform.

InfrastructureToolsData ModelingNarwal
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3
Coding3 questions · ~29 min
Real-Time Ingestion PipelineHard

Tests your ability to design low-latency pipelines with reliable processing and correctness.

QueueGraphsHeapNarwal
Average of a List in PythonEasy
Practice

Compute a list's arithmetic mean using a linear scan and constant extra space.

aggregationMathArraysNarwal
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The finish line: interview-readyComplete all 25 questions plus 1 hands-on drill to finish this plan.