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 weekly.
Approach for diagnosing why a model's predictions are consistently inaccurate.
State FarmExplain how supervised and unsupervised learning differ, and ground the distinction in a practical ML example.
State FarmTests SQL window function proficiency for time-series aggregations used in insurance analytics.
State FarmUse ROW_NUMBER and a region join to identify the three highest-grossing active policies in each region.
Arthur J. Gallagher &State FarmAggregate posted Arcesium portfolio sales by date, then calculate each active portfolio's cumulative sales with a window function.
Avenue Code
Avnet
Del Rey Systems & TechnologyFind the second highest salary in each department without using aggregate functions.
Credit Genie
Devoteam
Cisco Restaurant + BarTests your understanding of hypothesis testing and statistical validation for model changes.
State FarmInvestigate why a key KPI moved the wrong way after a product change and separate signal from noise.
State FarmDefine the primary metric, guardrails, and power for a customer-facing A/B test before deciding whether to ship.
State FarmDesign a real-time pipeline for sensor events that transforms data and feeds a UI with low latency.
State FarmIdentify major online experiment pitfalls and explain how they can bias results in a streaming product A/B test.
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