Thumbtack Data Scientist Interview Experience — Stuck on the Final Modeling Round
Company: Thumbtack
Role: Data Scientist
Round: Onsite
Seniority: General
Thumbtack Data Scientist Interview Experience — Stuck on the Final Modeling Round
OnsiteOnline Assessmentmedium
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Practice the questions from this interview
Compute weighted response rates by job categoryData Manipulation (SQL/Python)
Test regional response-rate differences rigorouslyStatistics & Math
Forecast response-rate trends with backtestingMachine Learning
Implement TF–IDF with sparse matricesCoding & Algorithms
Present a DS project with business impactBehavioral & Leadership
Design and evaluate an A/B test for launchAnalytics & Experimentation
Build a defensible ML pipeline end-to-endMachine Learning