AIA Group Data Scientist Interview Questions
The questions to prepare for a AIA Group Data Scientist interview. Questions from real interview reports rank first. Updated weekly.
Tests your understanding of core machine learning concepts and model behavior.
Evaluates metric design and ability to operationalize engagement for product decision-making.
Assesses product thinking and ability to translate business goals into measurable success metrics.
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Tests performance engineering skills for large-scale SQL in production settings.
Tests SQL window function skills for time-based aggregations and analytics-ready outputs.
Use ROW_NUMBER to return each student's second score on a specified Khan Academy exercise.
Khan AcademyFind the top 3 users by completed transaction volume in the last 30 days using joins and aggregation.
Revolut
ChimeCalculate a three-day moving average of active-client revenue using aggregation and SQL window functions.
AArete
MITRE
GlassdoorAssesses experimental rigor and awareness of bias and error-rate inflation.
Evaluates understanding of power analysis and experimental design assumptions.
Evaluates structured troubleshooting using data, segmentation, and root-cause analysis.