Design robber detection from surveillance video

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Quick Overview

This question evaluates applied machine learning and computer vision system-design skills, including precise task definition, data and labeling strategy for rare events, temporal modeling, deployment constraints, and ethical risk assessment.

Design robber detection from surveillance video

Company: Capital One

Role: Data Scientist

Category: Machine Learning

Difficulty: easy

Interview Round: Technical Screen

Overview: This question evaluates applied machine learning and computer vision system-design skills, including precise task definition, data and labeling strategy for rare events, temporal modeling, deployment constraints, and ethical risk assessment.

Read the full Capital One Data Scientist interview experience this question came from

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Capital One
Feb 22, 2026
easyData ScientistTechnical ScreenMachine Learning
70
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