Fake Accounts [AE]

Company: Meta

Role: Data Scientist

Category: Statistics & Math

Difficulty: medium

Interview Round: Onsite

Quick Answer: Evaluates probability, classification metrics, and feature engineering for fake-account detection. Strong answers apply Bayes' rule with rate-weighted friend requests, compute positive predictive value under low prevalence, and propose practical account, graph, behavior, and device features.