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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 weekly.

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1
CodingStart here. 5 questions · ~44 min
2
Pipelines5 questions · ~44 min
Data Quality in ETL PipelinesEasy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityxAI
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3
Execution5 questions · ~44 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 Design5 questions · ~44 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 & LLMs5 questions · ~44 min
Approach LLM Fine-Tuning for TasksMedium

Explain a practical approach to fine-tuning an LLM for a specific task, including data, evaluation, and hallucination risks.

Prompt EngineeringLLM EvaluationFine-TuningxAI
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6
Machine Learning4 questions · ~35 min
Implement Attention and ComplexityHard

Tests deep understanding of transformer attention mechanics, complexity analysis, and FlashAttention optimization.

Deep LearningxAI
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7
More topics21 questions · ~184 min
SQL Average Transaction Per CustomerEasy
Practice

Calculate each customer's average transaction amount over the past year using date filtering and AVG aggregation.

Date FunctionsGroup ByAggregationsxAI
Sequential Decision ProbabilityHard

Tests reasoning about sequential decisions, uncertainty, and probabilistic modeling.

Bayesian ReasoningExpected ValueConditional ProbabilityxAI
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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.