Questions › Data and analytics
Tech roles · 9 questions
Data and analytics
Technical-behavioral questions for data roles: analyses that changed decisions, metrics, experiments, pipelines, honesty with numbers.
- 01Impact of analysisTell me about an analysis that changed a product or business decision.
- 02Data qualityDescribe a time your data was wrong or misleading. How did you find out?
- 03Metric designHow would you design a metric for a feature where success is hard to define?
- 04ExperimentationTell me about an A/B test that surprised you.
- 05PipelinesDescribe a data pipeline you built or fixed. What made it reliable?
- 06IntegrityTell me about a time a stakeholder wanted a number to say something it did not.
- 07CommunicationHow do you explain a statistical result to someone without a statistics background?
- 08Production analyticsDescribe a model or analysis you shipped to production. What did you monitor afterwards?
- 09PragmatismTell me about a time you chose a simpler method over a more sophisticated one.