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Product Management Design Question: AI-driven learning platform for Facebook employees with personalized content

Asked at Meta

15 mins

Design a product to help Facebook employees improve their learning.

Product Design Hard Member-only
Product Strategy User Research AI Application Tech E-learning Social Media
Facebook AI Integration Product Design Employee Engagement Learning & Development

Introduction

Designing a product to help Facebook employees improve their learning is a fascinating challenge that touches on several key aspects of modern workplace development. This task involves understanding the unique needs of Facebook's workforce, the company's learning culture, and the latest trends in educational technology. I'll approach this by first clarifying the problem space, then diving into user segments, pain points, and potential solutions. Let's begin by ensuring we're aligned on the core aspects of this challenge.

Tip

Does this approach sound good to you? I'd be happy to adjust if you have any specific areas you'd like me to focus on.

Step 1

Clarifying Questions (3 minutes)

  • Based on the problem description, I'm thinking this is specifically for Facebook's internal use rather than a public product. Is that correct?

Why it matters: This impacts the scale, security considerations, and integration with existing systems. Expected answer: Yes, it's for internal use only. Impact on approach: We'll focus on integrating with Facebook's existing tools and culture.

  • I'm assuming Facebook has existing learning resources. Are we looking to improve or replace these, or create something entirely new?

Why it matters: This affects whether we're building from scratch or iterating on existing solutions. Expected answer: Improving and expanding on existing resources. Impact on approach: We'll need to consider integration with current systems and migration of existing content.

  • Given Facebook's tech-savvy workforce, I'm thinking we should aim for a highly personalized, AI-driven solution. Does this align with the company's vision for employee learning?

Why it matters: This will guide the level of technology and innovation we incorporate. Expected answer: Yes, advanced tech solutions are encouraged. Impact on approach: We'll explore cutting-edge learning technologies and AI applications.

Propose the Goal

Given Facebook's focus on innovation and employee growth, I believe the goal is to create a personalized, AI-driven learning platform that significantly increases employee engagement in continuous learning and directly impacts their job performance and career growth. Does this align with your vision?

Define the Scope

For this product design challenge, should we focus on a comprehensive learning platform that covers all aspects of employee development, or should we narrow our scope to a specific area, such as technical skills or leadership development?

Based on the answers, I'll assume we're designing a comprehensive, AI-driven learning platform for internal use at Facebook, aimed at improving and expanding upon existing resources while focusing on personalization and engagement.

Tip

I'll take a moment to organize my thoughts before moving on to the next step.

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