Design a Memo Q&A Agent for a Large Law Firm

Quick Overview

This question evaluates ML system design skills, specifically retrieval-augmented generation (RAG) and LLM-grounded document retrieval at production scale. It tests the ability to reason across ingestion, retrieval quality, answer faithfulness, and evaluation — core competencies in senior AI engineering roles.

Design a Memo Q&A Agent for a Large Law Firm

Company: Harvey

Role: Software Engineer

Category: ML System Design

Difficulty: medium

Interview Round: Onsite

Quick Answer: This question evaluates ML system design skills, specifically retrieval-augmented generation (RAG) and LLM-grounded document retrieval at production scale. It tests the ability to reason across ingestion, retrieval quality, answer faithfulness, and evaluation — core competencies in senior AI engineering roles.

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Harvey
Jun 20, 2026, 12:00 AM
mediumSoftware EngineerOnsiteML System Design
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