Create a metric dashboard for the executive team reviewing LinkedIn

Problem Statement Description

Product context: Microsoft is a productivity, software, AI, gaming, and cloud company; its products include Windows, Microsoft 365, Teams, LinkedIn, Xbox, Azure, Dynamics, and Copilot. LinkedIn is Microsoft's professional network; its products include profiles, feed, jobs, recruiting, LinkedIn Learning, sales tools, messaging, and ads.

Microsoft’s executive team is reviewing the health and performance of LinkedIn, with particular attention to the recruiter ecosystem that connects employers, recruiters, and candidates. You are asked to define what an executive-facing metrics dashboard should include so leaders can quickly understand whether LinkedIn is creating value, growing sustainably, and maintaining trust across its marketplace.

The dashboard should be designed for senior decision-makers, not day-to-day operators. It should surface the most important signals across recruiter demand, candidate engagement, marketplace quality, monetization, retention, and platform trust, while avoiding noisy operational detail. The scope should account for LinkedIn’s role as both a professional network and an enterprise talent platform.

Your task is to describe the metrics, structure, and interpretation approach for this dashboard. Focus on what should be measured, how those metrics should be defined, how they should be segmented, and how executives would use the dashboard to make decisions.

The experience should consider:

- Clear north-star and supporting metrics for LinkedIn’s recruiter-focused business

- Metric definitions, including denominators and how to avoid misleading ratios

- Segmentation by recruiter type, company size, geography, industry, hiring intent, and subscription tier

- Candidate-side health metrics that indicate whether recruiter activity is creating useful matches rather than spam or low-quality outreach

- Funnel visibility across recruiter search, profile views, outreach, responses, interviews, and successful hires where measurable

- Instrumentation needs across LinkedIn product surfaces, recruiter tools, messaging, jobs, and enterprise accounts

- Guardrail metrics for trust, privacy, spam, candidate experience, diversity/fairness concerns, and platform quality

- Executive decision usefulness, including trend views, cohort views, benchmarks, alerts, and leading versus lagging indicators

The goal is to define a concise but comprehensive executive dashboard that helps Microsoft and LinkedIn leadership assess business performance, marketplace health, and long-term product quality for recruiters and candidates, while making clear which metrics should question investigation or strategic action.