Humana Data Scientist Interview Questions
The questions to prepare for a Humana Data Scientist interview. Questions from real interview reports rank first. Updated weekly.
Identify major online experiment pitfalls and explain how they can bias results in a streaming product A/B test.
HumanaCompare Random Forest and Gradient Boosting, then choose the right ensemble for a supervised learning task.
HumanaSign up to see every question
Create a free account to unlock this list and practice real interview questions.
Explain how RANK(), DENSE_RANK(), and ROW_NUMBER() differ when ordering tied clinical trial results.
HumanaCompute daily active users and a 7-day rolling average using a CTE, distinct counts, and window functions.
Meta
Spotify
Meta ITFind the top 3 customers in each region by transaction volume using joins, aggregation, and window ranking.
JPMorganChase
Silicon Valley Bank
NaviCalculate each customer's cumulative transaction amount over time using a CTE and window function.
Banco Santander
Anz
Bank Of Tokyo-Mitsubishi UFJCompare precision, recall, F1-score, and ROC-AUC to judge a classifier's tradeoffs.
HumanaFramework for choosing a feature's primary success metric and guardrails before launch.
HumanaTests statistical reasoning for evaluating metric changes in Humana experiments or monitoring.
HumanaTests root-cause analysis and prioritization when KPIs change in Humana healthcare operations.
HumanaAssesses your understanding of distributed data processing patterns and core MapReduce concepts.
Humana