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Updated weekly · Last refresh Oct 17

AIG GenAI Engineer Interview Questions

The questions to prepare for a AIG GenAI Engineer interview. Questions from real interview reports rank first. Updated daily.

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1
Behavioral & LeadershipStart here. 7 questions · ~56 min
Adapting to a Midstream RedesignMedium

Tests adaptability under changing requirements, with emphasis on re-prioritization, stakeholder alignment, and ownership of outcomes.

adaptabilityDealing With Ambiguityrequirements changeAIG
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2
More topics7 questions · ~56 min
Data Quality in ETL PipelinesEasy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityAIG
Measuring RAG EfficacyMedium

Tests ability to build RAG systems and evaluate retrieval and generation quality.

performance evaluationexperienceRAGAIG
Supervised vs Unsupervised LearningMedium

Tests understanding of core ML concepts and ability to apply them to insurance use cases.

Unsupervised LearningSupervised LearningAIG
Privacy-Preserving Claims PipelineHard

Tests system design skills for high-throughput pipelines with strong privacy and security controls.

data pipelinedata privacyAIG
Troubleshooting Distributed BottlenecksHard

Tests debugging approach, performance analysis, and communication during distributed system incidents.

distributed systemsTroubleshootingAIG
Deploying LLMs in Regulated EnvironmentsMedium

Tests risk-aware deployment thinking for LLMs, including governance, compliance, and safety controls.

regulatory compliancedeploymentAIG
Optimizing PySpark at ScaleMedium

Tests practical performance tuning for distributed data processing pipelines.

pysparkdata processingoptimizationAIG

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