Recruiting Metrics: The Numbers Worth Reporting

A recruiting dashboard with thirty numbers on it tells you nothing. A useful one answers five questions: are we fast enough, is it affordable, are the hires good, is the experience decent, and is the pipeline healthy? These are the metrics that answer those questions – and the specific way each one tends to mislead.

Group metrics by the decision they support

• Speed: time to hire, time to fill, stage duration
• Cost: cost per hire, cost per applicant, source cost share
• Quality: quality of hire, 90-day and 12-month retention, hiring-manager satisfaction, offer-accept rate
• Experience: candidate NPS, application completion rate, response-time SLA
• Pipeline: applications per role, funnel conversion, source-of-hire mix

Report one or two per group, not all of them.

Speed

Time to hire measures your process from a candidate entering to accepting an offer. Time to fill measures the whole system including approval and sourcing lag. Stage duration – days a candidate spends at each stage – is the one that actually tells you where to intervene. Averages hide the roles that took ninety days, so report the median and the 90th percentile.

Cost

Cost per hire is total recruiting spend, internal and external, divided by hires. Cost per applicant is the leading indicator – it moves before cost per hire does, so watch it weekly during a campaign. A low cost per hire achieved by cutting quality or experience is not a win; read it next to retention.

Quality

Quality of hire is a composite – usually ramp time, a performance rating at six to twelve months, and retention. 90-day retention is the cleanest early signal, especially for volume hiring. A one-question hiring-manager survey after each hire is cheap and a good early warning. Attributing a bad hire entirely to recruiting ignores onboarding and management.

Experience and pipeline

Candidate NPS should go to rejected candidates too – they are the majority. Application completion below about 60% on mobile means the form is too long. Source-of-hire mix over time tells you whether you are building durable channels or renting reach each peak.

Building the dashboard

• One screen – if it scrolls, it is a report, not a dashboard
• Trend, not snapshot – every number gets a sparkline or a vs-last-period delta
• Median and 90th percentile, not just the mean, for anything time-based
• Segment by role family and by source – blended numbers hide the story
• Refresh weekly during hiring pushes, monthly otherwise

What are the most important recruiting metrics?

For most teams: time to hire, cost per hire, 90-day retention, offer-accept rate, and candidate NPS – one per group.

How often should recruiting metrics be reviewed?

Weekly during active hiring pushes, monthly as a baseline. Anything time-based should be reported as a median plus a 90th percentile, not an average.

How do you measure quality of hire?

Pick a stable composite – typically ramp time, a performance rating at six to twelve months, and retention – and track it the same way every quarter. The trend matters more than the absolute number.

SmartHire reports cost and speed per channel out of the box, so the sourcing layer of your metrics is populated without building it yourself.