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xAI Interview Questions

The questions to prepare for xAI interviews, across all roles. Questions from real interview reports rank first. Updated daily.

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1
CodingStart here. 4 questions · ~37 min
2
Pipelines4 questions · ~37 min
Data Quality in ETL PipelinesEasy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityxAI
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3
Execution4 questions · ~37 min
Roadmap With Competing PrioritiesHard

Build and execute an engineering roadmap when product, reliability, and platform priorities compete for the same team capacity.

RoadmappingScope ManagementPrioritizationxAI
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4
System Design4 questions · ~37 min
Design an LLM Serving PlatformHard

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

Cold StartFeature StoreModel ServingxAI
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5
Generative AI & LLMs4 questions · ~37 min
Fix Hallucinations in RAG AnswersEasy

Reduce hallucinations in a RAG system even when retrieval is already correct, using grounding, verification, and evaluation.

xAI
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6
Model Evaluation4 questions · ~37 min
LLM Accuracy and Safety EvaluationHard

Design an evaluation framework that measures both LLM answer quality and harmful or unsafe behavior.

evaluation metricssafetyAccuracyxAI
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7
More topics26 questions · ~242 min
SQL Average Transaction Per CustomerEasy
Practice

Task xAI's finance analytics team wants a per-customer view of transaction values. Write a PostgreSQL query that calculates the average transaction amount...

Date FunctionsGroup ByAggregationsxAI
Explaining Architecture Trade-offs ClearlyMedium

Tests technical ownership and communication through a concrete architecture decision, with emphasis on trade-offs, judgment, and lessons learned.

Trade-offsrecent projectstechnical experiencexAI
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Hands-on SQL practiceWrite and run real queries in the editor. 2 drills · ~20 min
The finish line: interview-readyComplete all 50 questions plus 2 hands-on drills to finish this plan.