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Athina Ai Interview Questions

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

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1
ExecutionStart here. 7 questions · ~57 min
2
Product Sense6 questions · ~48 min
Turn Feedback Into New FeaturesMedium

Approach for turning user feedback into a well-scoped feature, with clear prioritization, MVP definition, and success metrics.

User ResearchFeature PrioritizationUser NeedsAthina Ai
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3
SQL & Data Manipulation7 questions + 3 drills · ~87 min
4
Generative AI & LLMs7 questions · ~57 min
Standardize API Prompt OutputsMedium

Design a prompt strategy and evaluation plan for consistent LLM API outputs under tight latency, cost, and hallucination constraints.

HallucinationPrompt EngineeringLLM EvaluationAthina Ai
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5
Pipelines6 questions · ~48 min
Data Quality in ETL PipelinesEasy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityAthina Ai
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6
Metrics7 questions · ~57 min
Using Metrics to Drive DecisionsEasy

Explain how you used a KPI and supporting metrics to diagnose a product issue and make a concrete product decision.

Funnel AnalysisKPIsLeading IndicatorsAthina Ai
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7
More topics10 questions · ~81 min
Staying Current on Industry TrendsEasy

A practical approach for tracking industry trends, competitor moves, and market changes in a way that informs strategy decisions.

EstimationCompetitive AnalysisGrowth StrategyAthina Ai
A/B Testing Experience and ImplementationEasy

Explain how you have designed and implemented A/B tests, including hypothesis setup, analysis, and decision making.

ExperimentationStatistical SignificanceA/B TestingAthina Ai
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The finish line: interview-readyComplete all 50 questions plus 3 hands-on drills to finish this plan.