Thumbtack Data Scientist Analytics & Experimentation Interview Questions
Master your tech interview with our curated database of real questions from top companies.
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4 Questions 1 Company
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Thumbtack
Medium
Data ScientistExplain power drivers and resolve unexpected A/B results
A/B Testing: Power, Sample Size, Allocation, and Diagnostics You are analyzing a two-proportion (binary conversion) A/B test with independent users, n...
Analytics & Experimentation
0
0
Oct 13, 2025
Thumbtack
Hard
Data ScientistDefine success metrics for Instant Book
Instant Book: Metrics, Measurement, Rollout, and Risk Plan Context You are evaluating an "Instant Book" feature that allows customers to immediately b...
Analytics & Experimentation
0
0
Oct 13, 2025
Thumbtack
Hard
Data ScientistDesign a robust pro-ranking A/B test
Experiment Design: Evaluating a New Pro Ranking Algorithm (Ranker) in a Two‑Sided Marketplace You are designing an experiment to evaluate a new pro ra...
Analytics & Experimentation
0
0
Oct 13, 2025
Thumbtack
Hard
Data ScientistDesign and evaluate an A/B test for launch
A/B Test Design: New Matching Model for a Two‑Sided Marketplace Context You are testing a new matching/ranking model that determines which providers a...
Analytics & Experimentation
0
0
Oct 13, 2025