Intuit Mobile Engineer Interview Questions

Judge whether an AI feature improves core work completion, not just surface clicks.

North Star MetricDiagnosisEngagement MetricsIntuit

Pick a primary launch metric and guardrails that capture feature value without missing harmful side effects.

North Star MetricLagging IndicatorsSuccess CriteriaIntuit

Design an eval-first strategy to choose on-device, server, or hybrid LLM inference for mobile categorization under privacy, latency, and cost limits.

Prompt EngineeringRAGLLM EvaluationIntuit

Design an eval-first framework to choose on-device, server-side, or hybrid LLM inference under tight latency, privacy, cost, and safety constraints.

HallucinationPrompt EngineeringLLM EvaluationIntuit

Design an A/B test for a mobile feature where network effects or device heterogeneity could bias results.

ExperimentationGuardrail MetricsNovelty EffectIntuit

Build a RAG support assistant with answer-grounding checks to reduce hallucinations and abstain when retrieved evidence is insufficient.

Vector SearchLanguage ModelsHallucinationIntuit