Canva Data Scientist Interview Questions
The questions to prepare for a Canva Data Scientist interview. Questions from real interview reports rank first. Updated daily.
Calculate daily cohort retention and ninety-day rolling retention using PostgreSQL window functions.
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
ScaleFramework for deciding when to favor short-term conversion gains versus long-term retention in a product decision.
CanvaAssesses your ability to define and measure success for viral growth mechanisms.
CanvaSign up to see every question
Create a free account to unlock this list and practice real interview questions.
Approach for maintaining data quality and integrity across ETL pipelines.
CanvaEvaluates your understanding of distribution assumptions and implications for statistical modeling.
CanvaEvaluates your statistical reasoning for significance testing under skewed metrics.
CanvaAssesses your diagnostic reasoning for conflicting experiment outcomes across metrics.
CanvaTests your approach to trend detection, metric framing, and clear communication to leadership.
Canva