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Intuitive.AI Interview Questions

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

50questions
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1
CodingStart here. 7 questions · ~59 min
2
System Design7 questions · ~59 min
Design an LLM Serving PlatformHard

Design an LLM serving system that balances latency, cost, scalability, and safety for production traffic.

Cold StartFeature StoreModel ServingIntuitive.AI
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3
Pipelines7 questions · ~59 min
Secure DevOps Pipeline DesignMedium

Approach for building security controls into a DevOps pipeline from commit through deployment.

InfrastructureToolsQualityIntuitive.AI
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4
Security & Infrastructure7 questions · ~59 min
Public API Security ConsiderationsHard

Tests your ability to design secure public-facing APIs with appropriate controls.

api securityIntuitive.AI
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5
Machine Learning4 questions · ~34 min
SQL vs NoSQL ChoiceMedium

Tests data modeling and database selection skills for AI applications at scale.

database managementdata storageIntuitive.AI
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6
Strategy3 questions · ~25 min
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7
More topics15 questions · ~126 min
Use Vector Databases with EmbeddingsHard

Explain how embeddings and vector databases fit into a retrieval pipeline for grounded AI responses.

Language ModelsText ClassificationWord EmbeddingsIntuitive.AI
Evaluate an LLMMedium

Tests approach to LLM evaluation including offline metrics, testing, and iteration.

performance metricsLLM EvaluationIntuitive.AI
Design a RAG PipelineHard

Tests end-to-end RAG architecture design for production AI solutions.

pipeline designRAGIntuitive.AI
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Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
The finish line: interview-readyComplete all 50 questions plus 3 hands-on drills to finish this plan.