State Farm Data Scientist Interview Questions
The questions to prepare for a State Farm Data Scientist interview. Questions from real interview reports rank first. Updated daily.
Use ROW_NUMBER and a region join to identify the three highest-grossing active policies in each region.
State FarmStandardize missing observation fields with fallback values, missingness flags, and ordered output.
Eversource Energy
Cincinnati Children's Hospital
Adtalem Global EducationExtract policy, claim, and event fields from inconsistently formatted log messages.
State FarmApproach for diagnosing why a model's predictions are consistently inaccurate.
State FarmSign up to see every question
Create a free account to unlock this list and practice real interview questions.
Define the primary metric, guardrails, and power for a customer-facing A/B test before deciding whether to ship.
State FarmImplement a CART decision tree from scratch, including split selection, stopping rules, prediction, and evaluation.
State FarmInvestigate why a key KPI moved the wrong way after a product change and separate signal from noise.
State FarmTests your ability to reason about model validity conditions and potential violations.
State FarmDesign a real-time pipeline for sensor events that transforms data and feeds a UI with low latency.
State FarmTests depth of understanding of logit modeling assumptions and end-to-end workflow.
State Farm