Canva Data Scientist Interview Questions
The questions to prepare for a Canva Data Scientist interview. Questions from real interview reports rank first. Updated weekly.
Calculate daily cohort retention and ninety-day rolling retention using PostgreSQL window functions.
CanvaTests your ability to write correct SQL for time-based revenue extraction and filtering.
CanvaRank Canva users by monthly editor engagement using joins, date aggregation, and ROW_NUMBER().
CanvaAggregate user activity by week, then use LAG to compare sessions and watch time versus the prior active week.
B Lab Global
Tapad
ScaleApproach for maintaining data quality and integrity across ETL pipelines.
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Framework for deciding when to favor short-term conversion gains versus long-term retention in a product decision.
CanvaTests your choice of anomaly detection techniques and how you validate them on financial datasets.
CanvaAssesses your ability to apply A/B testing concepts alongside SQL for analysis.
CanvaTests your approach to trend detection, metric framing, and clear communication to leadership.
CanvaAssesses your coding problem-solving ability and comfort with medium-level tasks.
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