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Match Made Tech Interview Questions

The questions to prepare for Match Made Tech interviews, across all roles. Questions from real interview reports rank first. Updated weekly.

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1
System DesignStart here. 13 questions · ~104 min
2
Generative AI & LLMs4 questions · ~32 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-TuningMatch Made Tech
Choose Between RAG and Fine-TuningEasy

Compare RAG and fine-tuning, and decide when each is the better fit for an LLM product.

Match Made Tech
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3
Model Evaluation4 questions · ~32 min
Choose the Right Evaluation MetricsEasy

Pick the right metrics to evaluate a machine learning model and explain why they fit the problem.

PrecisionAccuracyRecallMatch Made Tech
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4
Execution5 questions · ~40 min
Managing Cross-Team DependenciesMedium

Tests planning rigor and coordination to prevent blocked work across teams.

cross-functional collaborationMatch Made Tech
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5
Machine Learning6 questions · ~48 min
Ensuring Data QualityMedium

Tests data validation, labeling quality, and monitoring practices for reliable ML.

best practicesData QualityMatch Made Tech
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6
Behavioral & Leadership13 questions · ~104 min
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7
More topics2 questions · ~16 min
Continuous Model Improvement PipelineMedium

Tests end-to-end thinking for data, training, evaluation, and iteration loops.

data pipelinemodel performancecontinuous improvementMatch Made Tech
Embeddings and Vector SearchMedium

Tests practical experience building and tuning embedding and retrieval systems.

Vector SearchexperienceMatch Made Tech
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