Metrics question
How would you measure the success of Facebook Jobs?
- Meta
- Metrics
- Medium
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What this question tests
Tests building a metric tree for a two-sided marketplace feature, employers and job seekers, inside a social platform.
How to approach it
- Clarify the goal: Facebook Jobs connects local SMB employers with nearby job seekers, so success means both sides transact, not just views.
- Set the north star as completed hires or an applications-to-interview rate facilitated through the product.
- Build the metric tree: employer side, posts created and fill rate; seeker side, applications submitted and response rate; marketplace health, posts per active employer and seeker-to-opening ratio.
- Add guardrails: spam or fake job posting rate and seeker complaint rate.
- Segment by vertical, since Facebook Jobs' real niche is local hourly and SMB hiring, where liquidity varies most.
What a strong answer includes
- Picks a concrete two-sided north star, successful hire or interview rate, instead of vanity metrics like job views.
- Names guardrails against low-quality postings explicitly.
- Ties the answer to Jobs' real niche, local SMB hiring, instead of treating it like LinkedIn.
Common mistakes
- Measuring only impressions or views of job posts.
- Ignoring marketplace liquidity, whether enough postings and seekers exist in the same local area.
Likely follow-up questions
- How would you detect and handle fake or spam job postings?
- How would you measure liquidity in a specific city or category?
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More questions from Meta
Learn the skill behind it
Chapters of the AI PM course that teach what this question tests.
- Chapter 9: Prove it paid off: outcomes, economics, and pricing
- Chapter 2: Data fluency: SQL, logs, and reading the truth yourself
- Chapter 14: Get the job: the AI PM interview loop