Metrics question
What goals would you set for Facebook Jobs?
- Meta
- Metrics
- Medium
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What this question tests
Ability to set goals for a two-sided marketplace feature and translate them into a coherent metric tree for both sides.
How to approach it
- Clarify Facebook Jobs is two-sided: local employers posting roles and job seekers in that community.
- State the overarching goal: become the default place local businesses post entry-level and service jobs, leveraging existing local business pages.
- Set employer-side goals: active job posts per business and time to first qualified applicant.
- Set seeker-side goals: application completion rate and applicant-to-interview rate.
- Add a marketplace guardrail: post-to-application ratio, since too few applicants per post signals liquidity problems.
- Tie it to a longer-term outcome: hires made through the platform, even if self-reported, as the ultimate value signal.
What a strong answer includes
- Frames goals as two-sided, employer and seeker, rather than one generic engagement number, correctly modeling a marketplace.
- Uses time to first qualified applicant as a concrete, employer-relevant goal, not just "more applications."
- Adds a liquidity guardrail to catch cold-start failure in specific regions.
- Ties everything back to actual hires as the north star, acknowledging it is harder to measure but most meaningful.
Common mistakes
- Setting only seeker-side or only employer-side goals, missing the marketplace's two-sided nature.
- Treating post volume as success without checking application quality.
- Ignoring regional cold-start liquidity problems.
Likely follow-up questions
- How would you measure actual hires when that happens off-platform?
- How would you solve cold-start liquidity in a new city?
- How would you prevent spam or fake job postings?
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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