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 weekly.
Estimate sample size and power for an experiment, define MDE and guardrails, and decide whether the test is worth running.
Advanced Micro DevicesDiagnose a post-release KPI drop by separating instrumentation issues from real behavior changes and tracing the problem through the metric hierarchy.
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Explain how to test whether an observed experiment lift is real using hypothesis testing, p-values, and confidence intervals.
Advanced Micro DevicesDesign a machine learning system to predict equipment failures before they happen using sensor, event, and maintenance data.
Advanced Micro DevicesUse ROW_NUMBER() to keep the earliest created_at 'Repl created' per entity and return out-of-order duplicates to delete.
Replit
QuantcastRank the top 3 completed rides per vehicle per day using joins, a CTE, and ROW_NUMBER.
WaymoUse joins, CASE WHEN, and date filtering to compare outcome rates before and after a decision.
HarbourVest PartnersExplain precision versus recall in plain language and how the tradeoff affects product decisions.
Advanced Micro DevicesAssesses your breadth across data science algorithms, problem solving, and NLP fundamentals.
Advanced Micro DevicesTests your ability to design and implement a basic CUDA kernel and map computation to GPU threads.
Advanced Micro DevicesAssesses your ability to translate customer behavior signals into business-impacting models.
Advanced Micro Devices