Guild Data Scientist Interview Questions
The questions to prepare for a Guild Data Scientist interview. Questions from real interview reports rank first. Updated daily.
Design an A/B test with a clear control group, valid randomization, and protections for internal validity.
GuildExplain how accuracy differs from F1 score and when each metric is appropriate for classification evaluation.
GuildSign up to see every question
Create a free account to unlock this list and practice real interview questions.
Explain how to improve a supervised ML model using feature engineering, regularization, validation, and tuning.
GuildFramework for defining a financial product's value proposition based on user needs, segments, and the job the product solves.
GuildIdentify the causes of a quarterly engagement decline through metric validation, decomposition, segmentation, and trend analysis.
GuildReason about power analysis when planning an experiment and choosing sample size.
GuildExplain how to structure a cohort retention query using cohort assignment, period offsets, and aggregation in PostgreSQL.
GuildApproach for adding data quality checks, observability, and production monitoring to a data pipeline.
GuildCalculate monthly student signup totals and month-over-month growth for one marketing channel.
GuildCompare weekly store and regional sales with LAG to identify declining stores.
New BalanceFind monthly distinct users completing a valid transaction sequence within 30 days using self-joins and aggregation.
Intuit Management Consultancy