Set Bids for Search Advertising from Business Value
Company: Wayfair
Role: Applied Scientist
Category: ML System Design
Difficulty: medium
Interview Round: Technical Screen
Overview: Design search-ad bidding from expected business value, with budget pacing, delayed conversion feedback, auction assumptions, and incremental-profit evaluation.
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