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Grvty Interview Questions

The questions to prepare for Grvty interviews, across all roles. Questions from real interview reports rank first. Updated weekly.

50questions
~7htotal time
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1
CodingStart here. 5 questions · ~42 min
2
Pipelines8 questions · ~67 min
Data Quality in ETL PipelinesEasy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityGrvty
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3
Execution5 questions · ~42 min
Design a Production Rollback PlanMedium

Design a rollback plan for a failed production deployment, including triggers, ownership, validation, and safe recovery steps.

Rollback PlanSuccess CriteriaRisk AssessmentGrvty
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4
Machine Learning3 questions · ~25 min
Handle Highly Imbalanced ClassificationMedium

Build a classifier for a rare-event problem and choose metrics and training tactics that work when positives are scarce.

Cross-ValidationFeature EngineeringSupervised LearningGrvty
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5
A/B Testing & Experimentation4 questions · ~34 min
Experiment Without Slower ReviewsHard

Tests your ability to design experiments that balance quality gains with operational constraints.

experiment designGuardrail MetricsSample SizeGrvty
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6
NLP5 questions · ~42 min
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7
More topics20 questions · ~168 min
Explain Precision Recall TradeoffEasy

Explain precision versus recall in plain language and how the tradeoff affects product decisions.

PrecisionThreshold TuningRecallGrvty
Relational vs Non-Relational DatabasesMedium

Tests database fundamentals and your ability to choose appropriate storage models.

databasesGrvty
Primary Metric and GuardrailsMedium

Tests your ability to set success criteria and safety constraints for annotation system performance.

Guardrail MetricsQualityGrvty
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Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
The finish line: interview-readyComplete all 50 questions plus 3 hands-on drills to finish this plan.