Assess education–income effect credibly

Company: Google

Role: Data Scientist

Category: Analytics & Experimentation

Difficulty: medium

Interview Round: Technical Screen

Quick Answer: This question evaluates a data scientist's competencies in causal inference, experimental design, model selection, estimand specification (ATE) and sensitivity analysis for estimating treatment effects from observational data in the Analytics & Experimentation domain.