Your hiring manager just asked: "Why is this role still open after 45 days?"
You could say "the market is tough" — which is true, vague, and earns zero credibility. Or you could say "Our source-to-screen conversion dropped 18% this month because 73% of applicants from Indeed don't meet minimum qualifications. Switching budget to LinkedIn Recruiter would cut time-to-fill by 12 days based on Q3 data."
Same answer. One makes you a process executor. The other makes you a strategic partner who keeps their seat when layoffs come.
The difference is metrics. And most recruiters track the wrong ones — or none at all.
What is the average time-to-fill for most companies?
The average time-to-fill across industries is 36-42 days. However, this varies significantly by role — engineering positions average 45-60 days, while entry-level roles can be filled in 20-30 days.
What is the average cost-per-hire?
The average cost-per-hire is approximately $4,700 according to SHRM. For executive roles, this can exceed $14,000. Cost-per-hire includes advertising, recruiter time, assessments, background checks, and onboarding.
How do you measure quality of hire?
Quality of hire is typically measured through a combination of: new hire performance ratings (after 6-12 months), hiring manager satisfaction scores, new hire retention at 1 year, and time-to-productivity. Weight each factor based on your organization's priorities.
What's the difference between time-to-fill and time-to-hire?
Time-to-fill measures total days from job opening to accepted offer. Time-to-hire measures days from when a candidate applies to accepted offer. Time-to-fill is an operational metric (how long does hiring take?), while time-to-hire reflects candidate experience and process efficiency.
Recruiting metrics aren't just for reports — they're decision-making tools that answer critical questions:
- Where should we invest? Which sourcing channels deliver the best candidates at the lowest cost?
- Are we fast enough? How does our hiring speed compare to competitors for the same talent?
- Is our process working? Where are candidates dropping out, and why?
- What's the quality? Are new hires performing and staying?
- Can we prove ROI? What's the business impact of faster, better hiring?
The Business Case for Metrics
| Without Metrics | With Metrics |
|---|---|
| "We need more recruiters" | "Each recruiter fills 25 roles/quarter at $4,200 CPH — adding one recruiter would generate $X ROI" |
| "Hiring is slow" | "Engineering time-to-fill is 58 days vs. 42-day benchmark — bottleneck is technical screen scheduling" |
| "LinkedIn is expensive" | "LinkedIn costs $850 CPH vs. $420 from referrals — we should invest 30% more in referral programs" |
Metrics transform recruiting from a cost center to a strategic function. Without data, TA leaders can't make resource decisions, identify bottlenecks, or prove ROI to executives.
1. Source of Hire
- Source of Hire
The channel or platform where a hired candidate first entered your recruiting pipeline. This metric shows which sourcing investments produce actual hires, not just applications.
Source of Hire = Hires from Source / Total Hires × 100
| Source | Typical % of Hires | Quality Rating |
|---|---|---|
| Employee Referrals | 25-40% | Highest |
| Career Site / Direct Apply | 20-30% | Medium-High |
| 15-25% | Medium-High | |
| Job Boards (Indeed, etc.) | 10-20% | Medium |
| Agencies / Headhunters | 5-15% | Varies |
| Campus / Events | 5-10% | Medium |
2. Sourcing Channel ROI
Channel ROI = (Value of Hires from Channel - Channel Cost) / Channel Cost × 100
To calculate this, you need:
- Total spend per channel (job postings, recruiter time, tools)
- Number of hires from each channel
- Estimated value per hire (salary × tenure × productivity factor)
3. Pipeline Size and Quality
| Metric | Formula | Target |
|---|---|---|
| Pipeline Size | Candidates in active stages | 3-5x open roles |
| Pipeline Conversion | Hires / Candidates in Pipeline | 15-25% |
| Qualified Candidate Ratio | Qualified Candidates / Total Applications | 20-30% |
Source of hire is one of the most actionable metrics. If referrals deliver 35% of hires at 50% lower cost, that's a clear signal to invest more in referral programs.
4. Time-to-Fill
- Time-to-Fill
The number of calendar days from when a job requisition is opened to when a candidate accepts an offer. This is an operational metric that measures how long the full hiring process takes.
Time-to-Fill = Date Offer Accepted - Date Req Opened
Average Time-to-Fill by Role Type
Days from requisition open to offer acceptance
5. Time-to-Hire
- Time-to-Hire
The number of days from when a candidate applies or is sourced to when they accept an offer. This measures candidate experience and process efficiency from the candidate's perspective.
Time-to-Hire = Date Offer Accepted - Date Candidate Applied/Sourced
6. Stage Duration
Break down time-to-fill by hiring stage to identify bottlenecks:
| Stage | Benchmark | If Exceeding |
|---|---|---|
| Application to Screen | 2-5 days | ATS or review process issues |
| Screen to Interview | 3-7 days | Scheduling coordination problems |
| Interview to Decision | 2-5 days | Interviewer feedback delays |
| Decision to Offer | 1-3 days | Approval or comp band issues |
| Offer to Acceptance | 2-7 days | Competing offers, candidate hesitation |
Faster isn't always better. Rushing hiring decisions leads to bad hires. Track time-to-fill alongside quality of hire to find the optimal balance.
Time-to-fill is a lagging indicator — by the time you see a problem, it's already impacted hiring. Stage duration metrics help you identify bottlenecks in real-time.
7. Cost-per-Hire
- Cost-per-Hire
The total cost of filling a position, including internal costs (recruiter salaries, tools, overhead) and external costs (job postings, agencies, assessments, background checks).
Cost-per-Hire = (Internal Costs + External Costs) / Total Hires
- Recruiter salaries and benefits (prorated)
- Recruiting technology (ATS, sourcing tools)
- Employee referral bonuses
- Hiring manager time (often estimated)
- Job board postings and advertising
- Staffing agency fees
- Background checks and assessments
- Travel for candidates and interviews
- Relocation assistance
| Company Size | Average Cost-per-Hire |
|---|---|
| Under 500 employees | $3,500 - $5,000 |
| 500-5,000 employees | $4,000 - $6,000 |
| Over 5,000 employees | $4,500 - $7,000 |
| Executive roles | $10,000 - $25,000 |
8. Cost of Vacancy
- Cost of Vacancy
The business impact of leaving a position unfilled. This includes lost productivity, revenue impact, overtime for existing team, and opportunity cost.
Daily Cost of Vacancy = Annual Revenue per Employee / 365 × Productivity Factor
For a role generating $200,000 in value annually with 80% productivity impact:
Daily Cost = $200,000 / 365 × 0.8 = $438/day
A 45-day vacancy = $19,710 in lost productivity.
9. Agency Spend Ratio
Agency Ratio = Agency Spend / Total Recruiting Spend × 100
Cost-per-hire alone is misleading. A role that costs $8,000 to fill but saves $438/day in vacancy cost pays for itself in 18 days. Always consider cost-per-hire alongside time-to-fill and quality.
10. Quality of Hire
- Quality of Hire
A composite metric measuring how well new hires perform and contribute to the organization. It's the most important recruiting metric — but also the hardest to measure consistently.
Quality of Hire = (Performance Score + Hiring Manager Satisfaction + 1-Year Retention) / 3
| Component | How to Measure | When to Measure |
|---|---|---|
| Performance Rating | First performance review score | 6-12 months |
| Hiring Manager Satisfaction | Survey (1-5 scale) | 30, 90, 180 days |
| 1-Year Retention | Still employed after 12 months | 12 months |
| Time-to-Productivity | Time to reach full performance | 3-6 months |
| Promotion Rate | Promoted within 2 years | 24 months |
You can't know quality of hire until months after someone starts. This is why leading indicators (candidate quality scores, interview performance) are also valuable — they predict future quality.
11. Hiring Manager Satisfaction
- 30 days: "How satisfied are you with the candidate slate quality?"
- 90 days: "How satisfied are you with the new hire's performance?"
- 180 days: "Would you use this recruiter again?"
12. New Hire Turnover
New Hire Turnover = New Hires Who Left Within 1 Year / Total New Hires × 100
- First 90 days turnover: Should be under 10%
- First year turnover: Industry average is 20-25%; high performers are under 15%
High early turnover indicates hiring mismatches, poor onboarding, or unrealistic job previews.
Quality of hire is the ultimate measure of recruiting effectiveness. But it requires alignment with HR (performance data) and patience (12+ months to measure). Start with hiring manager satisfaction as a leading indicator.
13. Candidate Net Promoter Score (cNPS)
- Candidate NPS
A measure of how likely candidates are to recommend your company to other job seekers, based on their experience through the hiring process. Measured on a 0-10 scale.
cNPS = % Promoters (9-10) - % Detractors (0-6)
- Below 0: Poor experience — candidates are actively discouraging others
- 0-30: Average — room for improvement
- 30-50: Good — positive candidate experience
- 50+: Excellent — candidates become employer brand ambassadors
14. Application Completion Rate
Completion Rate = Completed Applications / Started Applications × 100
15. Offer Acceptance Rate
Offer Acceptance Rate = Accepted Offers / Total Offers Extended × 100
- Compensation competitiveness
- Interview experience (candidates getting turned off)
- Competing offers / market conditions
- Misalignment between role expectations and reality
Candidate experience metrics are leading indicators of employer brand health. Rejected candidates talk — a bad experience creates negative word-of-mouth that affects future sourcing.
Pipeline Diversity
Track representation at each stage:
| Stage | Metric | What to Watch |
|---|---|---|
| Sourcing | % diverse candidates sourced | Source diversity |
| Application | % diverse applicants | Job posting language, channel selection |
| Screen | % diverse candidates advancing | Screening bias |
| Interview | % diverse candidates interviewed | Interview panel composition |
| Offer | % diverse candidates receiving offers | Decision-making bias |
| Accept | % diverse hires | Offer competitiveness, candidate experience |
Diversity Pass-Through Rate
Compare pass-through rates by demographic group at each stage. If diverse candidates advance at lower rates than non-diverse candidates at a specific stage, that's where bias may exist.
Pass-Through Rate = Candidates Advancing to Next Stage / Candidates in Current Stage × 100
Tracking diversity metrics is necessary but not sufficient. The goal is identifying and fixing disparities, not just reporting them. Link metrics to specific process improvements.
Use these benchmarks to contextualize your metrics. Remember: benchmarks vary by industry, company size, and role type.
| Metric | Average | Good | Excellent |
|---|---|---|---|
| Time-to-Fill | 36-42 days | 25-35 days | Under 25 days |
| Cost-per-Hire | $4,700 | $3,000-4,000 | Under $3,000 |
| Quality of Hire | 70/100 | 75-85/100 | 85+/100 |
| Offer Acceptance Rate | 85% | 90-94% | 95%+ |
| New Hire 1-Year Retention | 75% | 80-85% | 90%+ |
| Candidate NPS | +10 | +30-40 | +50+ |
| Referral Hire % | 25% | 30-40% | 45%+ |
Benchmarks by Industry
| Industry | Time-to-Fill | Cost-per-Hire | Notes |
|---|---|---|---|
| Technology | 45-60 days | $5,000-8,000 | High competition for engineers |
| Healthcare | 35-50 days | $4,000-6,000 | Credentialing adds time |
| Retail | 20-30 days | $2,500-4,000 | High volume, faster process |
| Financial Services | 40-55 days | $5,000-7,500 | Compliance requirements |
| Manufacturing | 30-45 days | $3,500-5,000 | Skilled trades harder to fill |
A great recruiting dashboard tells a story, not just displays numbers. Here's how to build one:
Start With Your Top 5 Metrics
Don't try to track everything. Pick the 5 metrics that matter most to your business:
- Early-stage company: Time-to-fill, cost-per-hire, offer acceptance rate
- Scaling company: Quality of hire, source of hire, pipeline conversion
- Enterprise: Full funnel metrics, diversity, hiring manager satisfaction
Set Baselines and Targets
Before improving, you need to know your current state:
- Pull 6-12 months of historical data
- Calculate current performance for each metric
- Set realistic improvement targets (10-20% improvement per quarter)
Create Visualizations
Make data easy to consume:
- Trend lines for metrics over time
- Funnel charts for conversion rates
- Comparison tables for source of hire and cost analysis
- Heat maps for stage duration bottlenecks
Establish Review Cadence
- Weekly: Pipeline size, stage duration, urgent bottlenecks
- Monthly: Time-to-fill, cost-per-hire, source of hire
- Quarterly: Quality of hire, hiring manager satisfaction, diversity
Executives don't care about recruiting metrics — they care about business impact. Translate your data into their language.
What Executives Want to Know
| They Ask | You Answer With |
|---|---|
| "Why do we need more recruiters?" | "Each recruiter fills 25 roles/quarter. Adding one reduces time-to-fill by 15%, saving $X in vacancy cost." |
| "Is recruiting working?" | "Quality of hire is up 12% YoY. New hire retention is 88% vs. 75% benchmark." |
| "Where should we invest?" | "Referrals cost $2,400 CPH vs. $7,200 for agencies. Investing $50K in referral bonuses could reduce agency spend by $150K." |
| "How do we compare?" | "Our time-to-fill is 38 days vs. 42-day industry average. We're in top quartile for tech hiring speed." |
Presentation Tips
- Lead with business impact, not recruiting metrics
- Use comparisons: vs. benchmark, vs. last quarter, vs. competitors
- Show trends, not just snapshots
- Connect to revenue: hiring faster = less vacancy cost = more productivity
- Propose actions: every metric presentation should end with "here's what we're doing about it"
The best TA leaders speak the language of business, not recruiting. Translate every metric into dollars, productivity, or competitive advantage.
- 01Track 5 core metrics: time-to-fill, cost-per-hire, quality of hire, source of hire, offer acceptance rate
- 02Industry benchmarks: 36-42 days time-to-fill, $4,700 cost-per-hire, 85% offer acceptance
- 03Quality of hire is the most important metric — but requires 6-12 months to measure
- 04Source of hire drives ROI decisions — invest more in channels that deliver quality hires at lower cost
- 05Stage duration metrics identify bottlenecks in real-time, while time-to-fill is a lagging indicator
- 06Present metrics to leadership in business terms: revenue impact, competitive advantage, ROI
What are the most important recruiting metrics to track?
The five essential recruiting metrics are: time-to-fill (how long hiring takes), cost-per-hire (total hiring spend), quality of hire (how well new hires perform), source of hire (which channels produce the best candidates), and offer acceptance rate (how often candidates accept). Start with these before adding more complexity.
How do you calculate cost-per-hire?
Cost-per-hire = (Internal Costs + External Costs) / Total Hires. Internal costs include recruiter salaries, tools, and referral bonuses. External costs include job postings, agency fees, assessments, and background checks. The industry average is approximately $4,700 per hire.
What is a good time-to-fill benchmark?
The industry average time-to-fill is 36-42 days. However, this varies by role: entry-level positions average 20-30 days, mid-level roles 35-45 days, and senior/executive positions 50-65+ days. Engineering and specialized technical roles typically take 45-60 days.
How do you measure quality of hire?
Quality of hire is typically calculated as the average of: new hire performance rating (at 6-12 months), hiring manager satisfaction score, and 1-year retention. Some organizations also include time-to-productivity and promotion rate. The challenge is that quality takes 6-12+ months to measure accurately.
What's the difference between recruiting metrics and recruiting KPIs?
All KPIs are metrics, but not all metrics are KPIs. Metrics are any measurable data points about recruiting. KPIs (Key Performance Indicators) are the specific metrics that are most critical to your organization's goals and that you've set targets for. Choose 3-5 KPIs from your broader set of metrics.
How often should recruiting metrics be reviewed?
Review operational metrics (pipeline size, stage duration) weekly. Review performance metrics (time-to-fill, cost-per-hire, source of hire) monthly. Review outcome metrics (quality of hire, retention, diversity) quarterly. Adjust frequency based on hiring volume — high-volume teams may need daily operational reviews.
How do you present recruiting metrics to executives?
Translate metrics into business impact. Instead of 'time-to-fill is 42 days,' say 'each day of vacancy costs $500 in lost productivity — reducing time-to-fill by 10 days saves $200K annually.' Connect every metric to revenue, cost savings, or competitive advantage. Always end with actions you're taking.
Prepared by Careery Team
Researching Job Market & Building AI Tools for careerists · since December 2020
- 01Occupational Outlook Handbook: Human Resources Specialists — U.S. Bureau of Labor Statistics (2025)
- 02iCIMS Workforce Report - January 2026 — iCIMS Insights (2026)
- 03Indeed Hiring Lab Research — Indeed Hiring Lab (2026)
- 04LinkedIn Talent Solutions Resources — LinkedIn (2026)
- 05SHRM Talent Acquisition Resources — Society for Human Resource Management (2026)