Thumbtack Data Scientist Interview Experience — Ran Out of Time on the SQL Challenge, Still Got the Offer

Thumbtack·Data Scientist·Oct 2025
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Curated and edited by PracHub

Practice the questions from this interview

Write monthly new-vs-returning requests SQL
Demonstrate rapid analysis and stakeholder debrief
Optimize red-ball draw probability, prove optimality
Design streaming new-vs-returning monthly metrics

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