AKUNA CAPITAL Data Scientist Interview Questions
The questions to prepare for a AKUNA CAPITAL Data Scientist interview. Questions from real interview reports rank first. Updated weekly.
Tests your probability fundamentals and ability to derive MGFs analytically.
AKUNA CAPITALTests your ability to design leakage-free evaluation for models trained on market time series.
AKUNA CAPITALTests your ability to build a metrics hierarchy that drives model and product outcomes.
AKUNA CAPITALDefine the primary metric, guardrails, and power for a customer-facing A/B test before deciding whether to ship.
AKUNA CAPITALDiagnose a post-release KPI drop by separating instrumentation issues from real behavior changes and tracing the problem through the metric hierarchy.
AKUNA CAPITALTests your SQL skills for partitioning by time and ranking strategies by performance.
AKUNA CAPITALTests your model evaluation judgment under class imbalance and metric selection skills.
AKUNA CAPITALTests your modeling approach for sparse/low-signal data typical of illiquid contracts.
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Use CTEs and window functions to calculate 7-day transaction averages and rank Loft users within each region.
Loft
Arcadis
Cgi NederlandRank Alpaca users within signup cohorts by Q1 activity using LEFT JOIN, aggregation, and RANK().
Alpaca
QuantifindAggregate Netflix campaign performance and rank campaigns by ROI within each region using a CTE and RANK().
Niantic
Netflix