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Updated weekly · Last refresh Oct 17

Advanced Micro Devices Data Scientist Interview Questions

The questions to prepare for a Advanced Micro Devices Data Scientist interview. Questions from real interview reports rank first. Updated daily.

38questions
~5htotal time
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1
Statistics & ProbabilityStart here. 3 questions · ~25 min
2
A/B Testing & Experimentation5 questions · ~42 min
3
Machine Learning9 questions · ~75 min
Predictive Maintenance Failure ModelingHard

Design a machine learning system to predict equipment failures before they happen using sensor, event, and maintenance data.

Cross-ValidationFeature EngineeringSupervised LearningAdvanced Micro Devices
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4
Metrics4 questions · ~33 min
Diagnose Conversion Drop Post LaunchMedium

Diagnose why conversion fell from 4.8% to 3.1% after a launch by breaking the metric across funnel steps, cohorts, and segments.

Funnel AnalysisConversion RateDiagnosisAdvanced Micro Devices
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5
SQL & Data Manipulation3 questions + 3 drills · ~55 min
6
Behavioral & Leadership9 questions · ~75 min
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7
More topics5 questions · ~42 min
Explain Precision Recall TradeoffEasy

Explain precision versus recall in plain language and how the tradeoff affects product decisions.

PrecisionThreshold TuningRecallAdvanced Micro Devices
End-to-End Recommendation SystemHard

Evaluates system design skills for production-grade recommendation pipelines.

ML RankingRetrievalRecommendation SystemsAdvanced Micro Devices
Increase Sales From Behavior DataMedium

Assesses your ability to translate customer behavior signals into business-impacting models.

User NeedsValue PropositionUse CasesAdvanced Micro Devices
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The finish line: interview-readyComplete all 38 questions plus 3 hands-on drills to finish this plan.