Synthego Data Scientist Interview Questions
The questions to prepare for a Synthego Data Scientist interview. Questions from real interview reports rank first. Updated weekly.
Aggregate user activity by week, then use LAG to compare sessions and watch time versus the prior active week.
SynthegoUse GROUP BY and SUM to rank the top 10 customers by total revenue from a single sales table.
Housecall Pro
Equifax
XYZCompute daily active users and a 7-day rolling average using a CTE, distinct counts, and window functions.
Meta
Spotify
Meta ITExplain how supervised and unsupervised learning differ, and ground the distinction in a practical ML example.
SynthegoDesign an A/B test to determine whether a new onboarding message changes downstream user behavior without harming key guardrails.
SynthegoA framework for prioritizing AI product features based on user value, feasibility, evaluation quality, and trade-offs.
SynthegoDecide whether a metric drop reflects a real shift or normal variation using hypothesis testing, confidence intervals, and baseline variability.
SynthegoExplain which classification metrics to use and how metric choice depends on the business objective and error tradeoffs.
SynthegoTests practical Python data visualization skills and correct time-series handling.
SynthegoTests causal thinking and analytics methods for retention and engagement.
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