Design a computer-use agent end-to-end

Quick Overview

This question evaluates competency in designing end-to-end multimodal interactive ML systems, including perception from pixels and accessibility trees, sequential decision-making and planning, action policy design, robustness to UI changes, and safety-aware behavior.

Design a computer-use agent end-to-end

Company: Amazon

Role: Machine Learning Engineer

Category: ML System Design

Difficulty: medium

Interview Round: Onsite

Quick Answer: This question evaluates competency in designing end-to-end multimodal interactive ML systems, including perception from pixels and accessibility trees, sequential decision-making and planning, action policy design, robustness to UI changes, and safety-aware behavior.

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Jan 22, 2026, 12:00 AM
mediumMachine Learning EngineerOnsiteML System Design
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