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Updated weekly · Last refresh Oct 17

Moveworks.Ai Data Scientist Interview Questions

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

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1
MetricsStart here. 3 questions · ~25 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 IndicatorsDiagnosisMoveworks.Ai
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2
Pipelines3 questions · ~25 min
Excel-Based Technical AssessmentMedium

Assesses your data analysis skills and problem-solving with structured datasets.

technical assessmentExcelMoveworks.Ai
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3
A/B Testing & Experimentation3 questions · ~25 min
Experiment for UI Change Without TradeoffsHard

Tests multi-metric experiment design and guardrails to avoid negative user experience tradeoffs at Moveworks.Ai.

Guardrail MetricsNovelty EffectA/B TestingMoveworks.Ai
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4
Product Sense3 questions · ~25 min
North Star and Supporting KPIsMedium

Tests product thinking and metric decomposition for conversational AI outcomes at Moveworks.Ai.

North Star MetricUser NeedsKPIMoveworks.Ai
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5
Behavioral & Leadership7 questions · ~59 min
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6
More topics6 questions · ~51 min
Handle Highly Imbalanced ClassesMedium

Build a classifier for a highly imbalanced dataset and choose training and evaluation methods that surface rare positives.

Cross-ValidationFeature EngineeringSupervised LearningMoveworks.Ai
Testing Auto-Resolution Logic ChangesMedium

Tests experimental design and statistical testing for causal impact on ticket deflection at Moveworks.Ai.

Hypothesis TestingStatistical SignificanceA/B TestingMoveworks.Ai
SQL for Abandonment PathsMedium
Practice

Rank the most common pre-abandonment conversation paths using PostgreSQL CTEs, JSON expansion, and aggregations.

Window FunctionsData Wranglingcomplex queriesMoveworks.Ai
Evaluating Search Ranking PerformanceMedium

Tests model evaluation methodology for ranking systems used in Moveworks.Ai search experiences.

Evaluation TechniquesRankingModel MetricsMoveworks.Ai
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Hands-on SQL practiceWrite and run real queries in the editor. 2 drills · ~20 min
Binary Zeros ConstraintHard
Practice
Practice drill

Generate binary candidates and aggregate cubes for each range modulo 998244353.

Data Manipulationcomplex queriesAggregationsMoveworks.Ai
Smallest Proportion Character SubstringsHard
Practice
Practice drill

Use character-level aggregation and CTEs to find strings whose most frequent character has the lowest proportion.

Data ManipulationData WranglingAggregationsMoveworks.Ai
The finish line: interview-readyComplete all 25 questions plus 2 hands-on drills to finish this plan.