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X Development Interview Questions

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

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1
CodingStart here. 6 questions · ~60 min
Supply Chain Inventory Data StructureHard
Practice

Design nested hash-map indexes for constant-time inventory updates and aggregate queries across supply chain nodes.

aggregationabstractionData StructuresX Development
Real-Time Equation SolverMedium
Practice

Solve quadratic and degenerate linear equations in constant time using a numerically stable formula.

coding challengetime complexityBasic AlgorithmsX Development
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2
Execution8 questions · ~80 min
Balance Debt and Feature DeliveryMedium

Explain how you prioritize technical debt versus feature work while aligning stakeholders and protecting delivery speed.

Trade-offsScope ManagementPrioritizationX Development
Backend for Real-Time Grid SimulationHard

Plan a resilient backend architecture for real-time electrical grid simulation in Tapestry.

Trade-offsTechnical Fluencyapi designX Development
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3
Machine Learning14 questions · ~141 min
Handle Highly Imbalanced ClassificationMedium

Build a classifier for a rare-event problem and choose metrics and training tactics that work when positives are scarce.

Cross-ValidationFeature EngineeringSupervised LearningX Development
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4
System Design14 questions · ~141 min
Design for Traffic SpikesHard

Design a highly available ML-backed service that remains responsive during massive traffic spikes.

distributed systemsscalabilityhigh availabilityX Development
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5
Pipelines3 questions · ~30 min
IoT Telemetry Ingestion PipelineHard

Design a fault-tolerant telemetry pipeline for millions of smart grid IoT devices with streaming ingestion, quality controls, and replayable storage.

Data QualityStream ProcessingmonitoringX Development
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6
Behavioral & Leadership4 questions · ~40 min
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7
More topics1 question · ~10 min
Database Consistency Trade-offsHard

Compare distributed database consistency models and select one using latency, availability, correctness, and security requirements.

Trade-offsNetworkingdistributed systemsX Development
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