Top 19
Prep plan
Updated weekly · Last refresh Oct 17

Engine Data Analyst Interview Questions

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

19questions
~3htotal time
Track your progressSign up free to work through all 19 questions and resume where you left off.
Start practicing free →
1
SQL & Data ManipulationStart here. 6 questions + 1 drill · ~66 min
Monthly Active User Growth by PlatformMedium
Practice

Use joins, CTEs, and monthly aggregation to compute Google Maps active users and month-over-month growth.

Window FunctionsDate FunctionsAggregationsEngine
Top Customers by Region VolumeMedium
Practice

Find the top 3 customers in each region by transaction volume using joins, aggregation, and window ranking.

Window FunctionsJoinsRankingEngine
Customer Orders: LEFT vs INNER JOINEasy

Explain how INNER JOIN and LEFT JOIN differ, and when to use each for matched-only versus all-left-row analysis.

JoinsData WranglingGroup ByEngine
Top Customers by Sales RevenueEasy
Practice
Practice drill

Use GROUP BY and SUM to rank the top 10 customers by total revenue from a single sales table.

RankingGroup ByAggregationsHousecall ProEquifaxXYZ
More SQL & Data Manipulation questions with a free account
2
Metrics3 questions · ~28 min
Define Success Metrics for FeaturesMedium

Set a clear north star, supporting KPIs, leading indicators, and guardrails for a new product feature.

North Star MetricLagging IndicatorsKPIsEngine
Investigate User Engagement DeclineMedium

Investigate a 15% engagement decline by decomposing the metric, isolating root causes, and proposing actions.

RetentionDiagnosisEngagement MetricsEngine
Modeling Retention and ChurnMedium

Tests your ability to build retention and churn models and translate them into actionable insights.

RetentionChurnCohort AnalysisEngine

Sign up to see every question

Create a free account to unlock this list and practice real interview questions.

Get my prep plan
3
Behavioral & Leadership9 questions · ~83 min
Balancing Accuracy Against Pipeline SpeedMedium

Tests judgment in balancing data quality versus speed, plus ownership, stakeholder communication, and decision-making under operational pressure.

OwnershipDealing With AmbiguityPrioritizationEngine
More Behavioral & Leadership questions with a free account
4
More topics1 question · ~9 min
Designing A/B Tests for OnboardingHard

Tests experimental design, metrics, and statistical reasoning for product decisions at Engine.

experiment designStatistical Significanceprimary metricsEngine
The finish line: interview-readyComplete all 19 questions plus 1 hands-on drill to finish this plan.