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AIG Claims Interview Questions

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

50questions
~7htotal time
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1
CodingStart here. 4 questions · ~36 min
2
SQL & Data Manipulation4 questions + 2 drills · ~56 min
3
Pipelines4 questions · ~36 min
Data Quality in ETL PipelinesEasy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityAIG Claims
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4
Metrics4 questions · ~36 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 IndicatorsAIG Claims
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5
NLP4 questions · ~36 min
Classify Financial Product Comment SentimentEasy

Fine-tune a transformer to classify financial product comments into positive, neutral, and negative sentiment with strong recall on negative feedback.

LemmatizationSentiment AnalysisTokenizationAIG Claims
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6
Machine Learning4 questions · ~36 min
Supervised vs Unsupervised LearningEasy

Explain how supervised and unsupervised learning differ, and ground the distinction in a practical ML example.

Unsupervised LearningFeature EngineeringBias-Variance TradeoffAIG Claims
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7
More topics26 questions · ~231 min
Prioritize Work Under Tight DeadlinesEasy

Explain how you prioritize competing work under time pressure while making trade-offs and keeping stakeholders aligned.

Trade-offsRoadmappingScope ManagementAIG Claims
Align Product With User NeedsMedium

A framework for connecting user needs to business goals, then making product decisions with clear trade-offs and measurable outcomes.

User NeedsValue PropositionProduct VisionAIG Claims
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The finish line: interview-readyComplete all 50 questions plus 2 hands-on drills to finish this plan.