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Updated weekly · Last refresh Sep 22

Motive Data Engineer Interview Questions

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

28questions
~4htotal time
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1
PipelinesStart here. 12 questions · ~103 min
CI/CD in Data PipelinesEasy

Explain what CI/CD means and why it matters for reliable, repeatable pipeline delivery in DevOps.

InfrastructureOrchestrationQualityMotive
Diagnose an Integration Pipeline IssueMedium

Structured approach to diagnose failures in an ETL integration, from source extraction through orchestration, data quality, and idempotent recovery.

ToolsDependenciesQualityMotive
Batch vs Streaming Data ProcessingEasy

Compare batch and streaming data processing, including when each fits best in a pipeline.

Stream ProcessingETLBatch ProcessingMotive
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2
Coding4 questions · ~34 min
Max Profit From Adjacent ValuesMedium

Tests algorithmic problem solving and ability to reason about array-based optimization.

Motive
Simple Algorithmic CodingEasy

Tests practical coding confidence and clarity in explaining straightforward algorithmic work.

Problem SolvingMotive
Data Manipulation Coding ProblemMedium

Tests coding ability to implement core data transformation logic efficiently and correctly.

Hash TablesArraysSortingMotive
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3
SQL & Data Manipulation5 questions + 2 drills · ~63 min
SQL Aggregation and Dataset MeaningMedium

Assesses SQL aggregation skills and your ability to derive business meaning from unfamiliar data.

aggregationsqlMotive
SQL Average Sales by RegionEasy

Tests SQL proficiency for aggregation and grouping to compute business metrics.

JoinsGroup ByAggregationsMotive
Compare Chime Channel Conversion RatesMedium
Practice
Practice drill

Use joins, a CTE, and conditional aggregation to compare Chime signup-to-funded conversion rates by acquisition channel.

JoinsGroup ByCase WhenHelloFreshRipplingMotive
Compare Conversion Rates by ChannelEasy
Practice
Practice drill

Calculate channel-level conversion rates from a single events table using GROUP BY and conditional aggregation.

Group ByCase WhenAggregationsCaesars entertainmentBerkshire HathawayLeague
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4
Behavioral & Leadership7 questions · ~60 min
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The finish line: interview-readyComplete all 28 questions plus 2 hands-on drills to finish this plan.