Model Shot Success by Location
Company: Google
Role: Data Scientist
Category: Machine Learning
Difficulty: hard
Interview Round: Technical Screen
Overview: This question evaluates a candidate's skill in spatial probabilistic modeling, feature engineering, calibration, uncertainty quantification, and handling data leakage when predicting shot success across a soccer pitch.
Read the full Google Data Scientist interview experience this question came from