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Updated weekly · Last refresh Oct 17

May Mobility Data Scientist Interview Questions

The questions to prepare for a May Mobility Data Scientist interview. Questions from real interview reports rank first. Updated daily.

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1
SQL & Data ManipulationStart here. 4 questions + 1 drill · ~46 min
SQL Window Trends in TelemetryMedium
Practice

Compare daily, weekly, and seven-day rolling autonomous vehicle mileage using PostgreSQL window functions.

Window FunctionsDate FunctionsJoinsMay Mobility
30-Day Moving Average of BookingsMedium
Practice
Practice drill

Build a daily series and compute a 30-day trailing moving average of task bookings using window functions.

Window FunctionsData WranglingAggregationsTaskRabbitRBC
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2
Statistics & Probability3 questions · ~27 min
Powering Stats for Shuttle TestsHard

Determine whether an autonomous shuttle sample is large enough to detect a meaningful performance difference in a low-traffic May Mobility market.

Statistical SignificancePower AnalysisSample SizeMay Mobility
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3
Behavioral & Leadership9 questions · ~82 min
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4
More topics9 questions · ~82 min
Diagnose KPI Drop After ReleaseMedium

Diagnose a post-release KPI drop by separating instrumentation issues from real behavior changes and tracing the problem through the metric hierarchy.

KPILeading IndicatorsDiagnosisMay Mobility
Model Demand in a New CityHard

Design a cold-start demand model and vehicle allocation strategy for launching May Mobility service in a new city.

product analysisMetricsFeature PrioritizationMay Mobility
Take-Home Data Science ScopeHard

Plan and execute EDA, visualization, model selection, validation, and communication within a 3 to 4 hour take-home assignment.

predictive modelingmodel selectionmodel validationMay Mobility
Diagnose Intersection Delay Root CauseHard

Design a telemetry-driven system to detect, localize, and explain intermittent delays at a May Mobility intersection.

Stakeholder Managementfleet dataProblem SolvingMay Mobility
A/B Test New Routing AlgorithmHard

Tests A/B test design for routing changes and wait-time impact measurement at May Mobility.

experiment designGuardrail MetricsSample SizeMay Mobility
Metric for Sudden and Rough DrivingHard

Design a ride comfort KPI that captures both acute braking events and cumulative rough-driving exposure.

KPI developmentKPIoperational metricsMay Mobility
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