Quality of Hire:the most important metricnobody measures right.
Quality of Hire: composite 4-point framework, benchmarks by industry, how to use it for recruiting decisions. For CHRO, Talent Director, and People Analytics.
In this guide
What Quality of Hire is
Quality of Hire (QoH) is the composite measurement of the quality of the people you hire, evaluated after they've joined. It's not a single metric — it's a composite of 4 indicators that reinforce each other.
The value of QoH is twofold: (1) feedback on the quality of the selection process, (2) input for predictive models that improve future decisions.
The 4-point composite
1. Performance review at 90 days (30% weight)
Where does the person sit relative to initial expectations? 1-5 structured scale. Key question: "Would you re-hire this person knowing what you know now after 3 months?"
2. Performance review at 365 days (30% weight)
Formal performance review at 12 months. Is the person at "meets expectations" or above? How many have received promotion or contract renewal?
3. Retention at 12 months (30% weight)
Is the person still with the company? Did they resign? Were they terminated? Distinct causes. Voluntary turnover before 12 months is the strongest signal of QoH problems.
4. Recommend score (10% weight)
Would the new hire recommend the company to a peer? Would the hiring manager recommend the same process for future hires? Brief survey.
Final output: QoH index 0-100 for each new hire, aggregated by role, recruiter, source channel.
Industry benchmarks
| Industry | Median QoH | Top quartile |
|---|---|---|
| Tech / Software | 72/100 | 85+/100 |
| Financial Services | 75/100 | 88+/100 |
| Sales / GTM | 62/100 | 78+/100 |
| Retail / Hospitality | 55/100 | 72+/100 |
| Manufacturing | 78/100 | 89+/100 |
Above 75 is considered healthy. Below 60 requires analysis of systematic causes. Below 50 indicates serious problems matching expectations to reality.
How to use it to improve recruiting
Three practical applications of QoH data.
1. True Source ROI
Source ROI without QoH is misleading — a channel can be cheap but produce poor hires. CPH × (100 - QoH) gives you the "true cost per good hire." Radically changes which channel makes sense.
2. Interviewer calibration
QoH per interviewer (does a "strong yes" from interviewer A produce high QoH? low?) identifies who is too permissive, too strict, or has bias patterns.
3. Scorecard improvement
If your interview scorecard doesn't correlate with QoH 12 months later, redesign it. Scorecards are predictive hypotheses — they need validation.
Common mistakes measuring QoH
- Retention only. Retention alone is ambiguous: a person can stay because they can't find something else, not because they're great. Use the composite.
- Pure self-report. Asking the hiring manager "how's it going?" alone produces inflation. Use structured scorecards.
- Measuring too early. 30 days is too soon, 18+ months is too late. 12 months is standard.
- Over-aggregating. Company average hides everything. Segment by role, manager, source.
- No external benchmark. 75/100 could be excellent or poor depending on industry. Always compare externally.
Frequently asked questions
How do you measure Quality of Hire?
4-point composite: 90-day performance + 365-day performance + 12-month retention + recommend score. Typical weights 30/30/30/10. Output: QoH index 0-100 per hire, aggregable by role, recruiter, source.
How important is QoH vs Time to Hire?
More important. Time to Hire measures process efficiency; QoH measures effectiveness. A fast process producing poor hires is worse than a slow process producing great hires.
What's an ideal QoH for my industry?
Above 75/100 is excellent. 60-75 is normal. Below 60 requires systemic analysis. Varies by industry (see benchmark table).
How do I collect QoH data?
3 sources: automated performance reviews from HRIS (90d and 365d), retention reports from HRIS, brief survey to hiring manager ("would you recommend this process?"). An ATS integrated with HRIS aggregates automatically.
Can QoH be used to identify bias?
Yes, by segmenting by demographic group. If QoH varies significantly across gender / origin / age, the selection process introduces bias. Combinable with the four-fifths rule (impact ratio).
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