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9

9fin Interview Questions

The questions to prepare for 9fin interviews, across all roles. Questions from real interview reports rank first. Updated daily.

50questions
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1
CodingStart here. 4 questions · ~37 min
2
System Design6 questions · ~56 min
Design an LLM Serving PlatformHard

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

Cold StartFeature StoreModel Serving99fin
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3
Generative AI & LLMs8 questions · ~75 min
Evaluate an LLM SystemMedium

Explain how to evaluate a generative model using offline and online methods, with attention to hallucination, product metrics, and experiment design.

HallucinationPrompt EngineeringLLM Evaluation99fin
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4
Execution6 questions · ~56 min
Prioritize Technical Debt Under PressureMedium

Decide how to prioritize technical debt when roadmap pressure, reliability risk, and stakeholder demands compete.

Trade-offsRoadmappingRisk Assessment99fin
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5
Finance & Accounting7 questions · ~66 min
Walk Me Through a DCFHard

Build an unlevered DCF, bridge enterprise value to equity value, and test implied share price sensitivity to WACC and terminal growth.

ValuationDCFWACC99fin
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6
Product Sense3 questions · ~28 min
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7
More topics16 questions · ~150 min
Why You Want to Work HereEasy

Explain why Baird, its Research platform, and the Research Analyst role align with your experience and long-term goals.

Product-Market Fitbrand cultureBusiness Acumen99fin
Marketing Campaign A/B Test DesignMedium

Design a marketing campaign experiment with a pre-registered metric plan, power calculation, and ship rule that respects guardrails.

ExperimentationHypothesis TestingA/B Testing99fin
Monitor Production Model PerformanceHard

Approach for monitoring a model in production and spotting drift, threshold issues, and calibration loss.

PrecisionAccuracyRecall99fin
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