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Metrics Overview

A single source of truth for metric names, definitions, formulas, grain, filters, and ownership — so dashboards stay consistent, analyses are auditable, and decisions are repeatable.
Browse the full dictionary: Search the CSV table · Download metrics.csv

Why a dictionary is “core”

Most reporting failures aren’t “dashboard problems” — they’re definition drift: two teams calculate the “same” metric differently (filters, grain, time rules, source fields), and the organization loses trust in the numbers.

Consistency One metric name → one definition → one formula. No local interpretations.
Auditability Every metric documents grain, filters, data fields, and refresh cadence.
Actionability Interpretation notes connect signal movement to decisions and operators.
Design intent: the dictionary is tool-agnostic. It can power dashboards, scorecards, weekly business reviews, and A[i]gent decision logic — without changing meaning by tool.

What’s inside the Metrics Dictionary

New: Decision Integrity metrics

Most recruiting analytics measure throughput (time, volume, conversion). Decision Integrity measures something different: whether evaluation is consistent, explainable, and stable over time — and whether the screening signal is actually predictive downstream.

Decision Consistency Do similar candidate profiles receive similar outcomes across reviewers?
Rubric Adherence Do decisions align with must-haves and defined thresholds — or override them?
Predictive Strength Do screening bands separate downstream outcomes (HM screen, interview, pass rates)?
Calibration Stability Do thresholds drift over time by recruiter/HM, changing “what good means” silently?
Why this matters: these signals make evaluation quality measurable — helping teams reduce variance, detect drift, and improve decision hygiene without turning hiring into a black box.
Next: the full dictionary page is where these metrics live with definitions and formulas.

Coverage by domain group

Group # Metrics What it typically supports
Recruiting 14 Funnel conversion, cycle time, interviewer + HM behaviors
Staffing Effectiveness 20 Quality, cost, throughput, and forecasting readiness
Turnover / Retention 15 Attrition drivers, cohort risk, interventions
Workforce 19 Headcount, composition, growth and planning
Compensation 20 Pay equity, compression, competitiveness
HR Service Delivery 20 Case volume, resolution time, service quality
Training 12 Enablement, adoption, effectiveness, ROI
Performance Management 11 Goal quality, rating integrity, review cycles

The full dictionary includes additional groups (e.g., internal movement, leadership, organizational effectiveness, benefits, health & safety, attendance). This page highlights the recruiting-ops spine.

Featured: Recruiting operations spine

A small set of metrics that tend to explain most funnel health outcomes: conversion, cycle time, decision latency, and execution hygiene (e.g., scorecard timeliness).

ID Metric Definition Formula (short)
14.15 Pass-through %: App → Screen Share of applications that progress to recruiter screen. moved_to_screen / applications
14.16 Pass-through %: Final → Offer Share of final loops that result in an offer. offers.sent / final_loops
14.18 Pass-through %: Offer → Hire Share of offers that result in a hire. hires / offers.sent
14.20 Time-to-Hire (days, median) Median days from start of process to hire. median(hire_dt − start_dt)
14.21 Time-to-Schedule (hours, median) Hours from interview request to first scheduled slot. median(interview_start − request_dt)
14.09 Decision Latency (days, median) Days from decision request created to decision recorded. median(decision_dt − request_dt)
14.14 On-time Scorecards % (≤24h) Share of submitted scorecards received within 24 hours. scorecards_≤24h / scorecards
14.08 Candidate NPS Net Promoter Score from post-process candidate survey. (promoters − detractors) / total * 100
Why these matter: they connect directly to root causes (capacity, responsiveness, decision hygiene, calibration) — not vanity volume.

Governance and change control

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Open to roles in People Analytics, Talent Intelligence, People Ops, and Recruiting Operations — especially teams building internal AI capabilities.