07 Hiring Analytics
What Good Hiring
Looks Like
Strong hiring leaves predictable signals.
The good hiring signal system
Clarity
Roles and signals defined before search
Signal
Evidence produced at each stage
Quality
Right person, confident decision
Business impact
Measurable contribution over time
Good hiring is recognisable before the hire's first performance review. The process signals are visible earlier — if you know what to look for.
Why this matters
Good hiring doesn't only show up in 6-month performance reviews. It shows up in the process before the hire is made.
The ultimate measure of hiring quality is post-hire performance. But waiting 6 months for every signal is too slow to improve. The organisations that improve hiring most consistently are the ones that read earlier signals: process signals that indicate whether the hiring system is working, not just outcome signals that confirm whether it worked.
Good hiring leaves predictable traces: panels that make confident decisions quickly, candidate experiences that generate positive feedback, offers accepted at high rates, new hires who integrate smoothly and contribute early. These are not accidental — they are the output of deliberate process design.
Understanding what good hiring looks like — at the process level, not just the outcome level — gives companies the ability to diagnose and improve the system in real time rather than only after the damage is done.
Founder reality
Assess the process signals of hiring quality in your current programme:
After a hire is made, can the panel articulate specifically why they made the decision they did — in terms of evidence, not impression?
Do new hires consistently describe their onboarding experience as clear, well-structured, and supportive?
Are hiring decisions made with panel confidence — or with residual uncertainty that persists after the hire starts?
When a hire joins and performs well early, can you trace which specific elements of the hiring process predicted that performance?
Is the hiring process improving over time — or producing the same quality of outcome despite accumulated experience?
Process signal questions like these reveal the quality of the hiring system before the performance data is available. Act on them.
The signals
Four categories of signal that good hiring produces
Track these signals across process, decision, onboarding, and outcome dimensions.
01
Process signals — evidence that the evaluation system is working
Good process signals: panel makes a confident decision within 48 hours of the final interview. Interviewers can cite specific evidence for every capability they evaluated. Debrief takes under 30 minutes because the panel is aligned on evidence. Candidate withdrawal rate is low at all stages. These signals are observable immediately — they don't require waiting for performance data.
02
Decision signals — evidence that the right person was selected
Good decision signals: the hire matches the contribution thesis defined before the search. The panel's confidence in the decision remains stable after the hire starts — they're not surprised by who shows up. No significant discrepancy between interview performance and in-role performance. These signals emerge in the first 30 days and are the earliest performance predictors available.
03
Onboarding signals — evidence that integration is going well
Good onboarding signals: hire is productive in their role by 30 days. Hire has established key relationships within the team by 60 days. No significant role clarity confusion at 90-day review. Early attrition risk is low — hire is expressing commitment and satisfaction. These signals are the intermediate layer between process and final outcome.
04
Outcome signals — evidence of long-term hiring quality
Good outcome signals: hire delivers the contribution thesis at 90 and 180 days. Hire is rated strong at the first formal performance review. Hire stays for the expected tenure or beyond. Hire contributes to the culture in ways that make subsequent hiring easier. These are the definitive signals — and the ones that validate or invalidate the process and decision signals that preceded them.
Common mistakes
01
Only reading outcome signals, not process signals
Waiting for 6-month performance data to evaluate hiring quality means a slow feedback loop. Reading process and decision signals at 30 and 60 days allows much faster intervention when something is going wrong.
02
Attributing good outcomes to luck and bad outcomes to process
Consistent attribution errors prevent learning. When a hire performs well, ask: what specifically in the process predicted this? When a hire underperforms, ask the same question. The learning is in the pattern — not the individual case.
03
No process signal tracking alongside outcome tracking
Tracking only quality-of-hire at 6 months without tracking process signals at 30 and 60 days produces delayed feedback. By the time the outcome signal is clear, the opportunity to intervene in onboarding has passed.
04
Treating all good hires as equivalent
A hire who performed well from a structured, evidence-based process is a different learning signal than one who performed well from an unstructured, instinct-driven one. The first validates the process. The second is a data point of one. Distinguish between the two in post-hire analysis.
Example scenario
A 60-person engineering company that had been tracking quality-of-hire at 6 months for 2 years but had noticed no improvement in the metric over that period. The data was being collected. Nothing was changing.
The signal audit
6-month quality-of-hire data reviewed: stable at 68% strong performers over 2 years.
Process signal data: not previously tracked. Retroactively estimated for the previous 8 hires.
Pattern identified: hires with strong 30-day onboarding signals (structured plan, early productivity, established relationships) were rated strong at 6 months in 86% of cases. Hires with weak 30-day onboarding signals: 44% strong at 6 months.
The intervention
30-day onboarding signal framework introduced: specific markers tracked at day 30 for all new hires.
Structured intervention protocol for hires showing weak 30-day signals: additional manager time, role clarity conversation, explicit support plan.
60-day check-in formalised: hiring manager + HR + new hire, structured agenda.
The outcome
Quality-of-hire at 6 months improved from 68% to 83% over the following 12-month period. The improvement came from onboarding intervention — not from a change in the selection process. Reading the early signals earlier made the difference.
Takeaway
Good hiring is recognisable early — if you're reading the right signals.
Track process signals at each stage. Read decision signals at 30 days. Intervene on onboarding signals at 60 days. Review outcome signals at 180 days. The earlier you read, the more you can improve.
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