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Updated weekly · Last refresh Aug 30

Lyft Operations Analyst Interview Questions

The questions to prepare for a Lyft Operations Analyst interview. Questions from real interview reports rank first. Updated weekly.

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1
SQL & Data ManipulationStart here. 3 questions · ~32 min
Top Cities by Ride GrowthMedium
Practice

Calculate month-over-month ride growth by city using joins, CTEs, aggregation, and ranking.

Date FunctionsRankingAggregationsLyft
Daily Peak-Hour Driver Acceptance RateMedium
Practice

Use joins, a CTE, CASE logic, and date filtering to compute daily peak-hour acceptance rate for San Francisco ride requests.

Date FunctionssqlAggregationsLyft
Rank Weekly Driver Earnings by CityEasy
Practice

Use a CTE, aggregation, and window ranking to rank Lyft drivers within each city by weekly earnings.

Window FunctionsRankingsqlLyft
2
Metrics3 questions · ~32 min
Diagnose Regional Ride Request DropMedium

Investigate a 15% drop in ride requests in one region and determine whether the decline is driven by a localized issue.

Funnel AnalysisDiagnosisTime SeriesLyft
Measure Airport Pickup Priority SuccessMedium

Define a metric set for an airport pickup prioritization feature, balancing rider speed, driver efficiency, and marketplace health.

KPIrollout metricsActivationLyft
Operational Metrics for LyftMedium

Assesses your ability to select and interpret operational metrics for Lyft marketplace performance.

analyticsKPIsLyft
3
Behavioral & Leadership5 questions · ~54 min
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4
More topics2 questions · ~22 min
Marketplace Imbalance and ETA InflationHard

Diagnose the rideshare marketplace imbalance behind rising driver wait times and rider ETAs, then recommend how to correct it.

Problem Solvingmarketplace imbalancesupply demandLyft
Design Rainstorm IncentivesHard

Tests strategy and operational thinking for designing targeted incentives under time-sensitive conditions.

Growth StrategyLyft

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