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Updated weekly · Last refresh Oct 17

AARP Data Scientist Interview Questions

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

30questions
~5htotal time
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1
SQL & Data ManipulationStart here. 5 questions + 1 drill · ~56 min
2
A/B Testing & Experimentation6 questions · ~55 min
Sample Size for Netflix ExperimentHard

Estimate sample size and MDE for a Netflix experiment, then decide whether the test is powered enough to ship.

MDEPower AnalysisSample SizeAARP
Measure Interference in Customer Change TestHard

Design an experiment when treatment spills across customers and contaminates the control group.

Network InterferenceSwitchback TestsA/B TestingAARP
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3
Statistics & Probability5 questions · ~46 min
Statistical Power in ExperimentsEasy

Explain statistical power and why low-power product experiments can miss real effects and lead to weak decisions.

Power AnalysisSample SizeA/B TestingAARP
Understanding Type I and Type II Errors in TestingMedium

Differentiate between Type I and Type II errors in hypothesis testing with a practical example.

Hypothesis TestingStatistical SignificanceP-ValuesAARP
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4
Product Sense5 questions · ~46 min
Measuring Long-Term Redesign ImpactMedium

Assesses your ability to design measurement for long-term value outcomes after product changes.

lifetime valueAARP
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5
Behavioral & Leadership8 questions · ~74 min
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6
More topics1 question · ~9 min
Debugging a Jupyter NotebookHard

Assesses debugging skills, attention to detail, and ability to infer root cause from code.

DebuggingpythonAARP
The finish line: interview-readyComplete all 30 questions plus 1 hands-on drill to finish this plan.