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IgniteTech Interview Questions

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

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1
CodingStart here. 9 questions + 3 drills · ~130 min
2
System Design4 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 ServingIgniteTech
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3
Sales & Customer8 questions · ~88 min
Overcome Sales Pitch ObjectionsMedium

Explain how you handle objections in a sales pitch by diagnosing the concern, responding with value, and keeping the deal moving.

Influence Without AuthorityCommunicationOwnershipIgniteTech
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4
Generative AI & LLMs9 questions · ~100 min
Evaluating LLMs for Business TasksHard

Design an eval-first framework to compare LLM quality, safety, latency, and cost for a specific business task.

Hallucinationbusiness valuemodel comparisonIgniteTech
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5
Execution8 questions · ~88 min
Adapting to Changing PrioritiesEasy

Explain how you reprioritized competing work, aligned stakeholders, and maintained delivery across multiple simultaneous projects.

Trade-offsExecutionRisk AssessmentIgniteTech
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6
Metrics3 questions · ~33 min
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7
More topics9 questions · ~100 min
Supervised vs Unsupervised LearningEasy

Explain how supervised and unsupervised learning differ, and ground the distinction in a practical ML example.

Unsupervised LearningFeature EngineeringBias-Variance TradeoffIgniteTech
Cloud AI Deployment Pipeline ExperienceMedium

Discuss experience building cloud-based AI pipelines, including orchestration, processing patterns, infrastructure choices, and data quality controls.

InfrastructureToolsQualityIgniteTech
Choose a Classification ThresholdMedium

Choose a decision threshold for a classifier using precision, recall, calibration, and confusion matrix tradeoffs.

Confusion MatrixPrecisionThreshold TuningIgniteTech
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