Top 29
Prep plan
Updated weekly · Last refresh Oct 17

Indeed Machine Learning Engineer Interview Questions

The questions to prepare for a Indeed Machine Learning Engineer interview. Questions from real interview reports rank first. Updated daily.

29questions
~4htotal time
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1
Machine LearningStart here. 10 questions · ~80 min
Handling Class Imbalance in ClassificationMedium

Explain practical ways to train and evaluate a classifier when the target classes are highly imbalanced.

model trainingSupervised LearningClass ImbalanceIndeed
Detecting Model DriftMedium

Tests your approach to monitoring, diagnosing, and mitigating drift in live ML systems.

monitoringproduction environmentIndeed
Precision vs Recall for RecommendationsMedium

Tests your ability to reason about metric trade-offs and their impact on recommendation outcomes.

PrecisionRecallRecommendation SystemsIndeed
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2
System Design9 questions · ~72 min
Design a Real-Time ML Feature StoreHard

Design a shared feature store for training and low-latency inference across many ML systems with strict freshness and consistency needs.

Feature StoreFeature DriftModel ServingIndeed
Low-Latency Inference StrategiesHard

Tests your understanding of inference optimization, caching, and serving architecture for ranking.

Indeed
A/B Testing Without UX ImpactMedium

Tests your ability to design safe experiments and guardrails for user-facing ranking changes.

user experienceA/B TestingIndeed
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3
Behavioral & Leadership8 questions · ~64 min
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4
More topics2 questions · ~16 min
Defining Ranking SuccessMedium

Tests your ability to translate product goals into measurable ML success criteria for ranking.

success metricsIndeed
Evaluating Online RecommendationsMedium

Tests your ability to design evaluation metrics and experiments for online recommendation quality.

performance evaluationMetricsIndeed
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