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Prima Interview Questions

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

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1
PipelinesStart here. 5 questions · ~40 min
Data Quality in ETL PipelinesEasy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityPPrima
Data Quality and Schema EvolutionMedium

Approach for handling schema changes and data quality checks in a high-volume data lake pipeline.

schema evolutionData ModelingQualityPPrima
Batch vs Stream Processing Trade-offsMedium

Compare batch and stream processing across latency, complexity, cost, and data quality in a modern analytics pipeline.

InfrastructureStream ProcessingETLPPrima
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2
System Design8 questions · ~64 min
Design a Low Latency Inference PlatformHard

Design a low latency ML inference platform for high-frequency online predictions with strict response times and evolving model features.

high-frequency requestslatencysystem architecturePPrima
Model Versioning and TrackingMedium

Tests collaboration practices and reproducibility for ML development.

PPrima
Feature Store for Training-Serving ConsistencyMedium

Assesses your ability to prevent training-serving skew using feature store practices.

Feature StorePPrima
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3
Machine Learning8 questions · ~64 min
Handling Imbalanced DataMedium

Tests your approach to imbalance mitigation, evaluation, and production reliability.

data preprocessingproductionPPrima
Detecting Drift and Automated RetrainingHard

Evaluates your monitoring and retraining design for maintaining model quality over time.

monitoringPPrima
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4
Behavioral & Leadership13 questions · ~104 min
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