Recruitment Metrics: What to Track and How to Measure Hiring Success

At some point someone on the leadership team will ask whether recruiting is working. Is it fast enough, is it costing too much, and are the people it brings in any good? Recruitment metrics answer those questions, but only if everyone measures the same thing the same way. Two teams can both report "time to hire" and be counting different stretches of the process.

This guide covers the recruitment metrics, or hiring KPIs, worth tracking, how to calculate each one, what published benchmarks show and where they come from, and how to read the figures a search firm or recruitment process outsourcing (RPO) provider puts in front of you.

DisclosureJake Jorgovan co-founded Alpha Apex Group, which is mentioned in this article.

The recruitment metrics worth tracking

Most hiring questions come back to four things: speed, cost, quality and the candidate's experience. A small set of metrics covers them, and the table explains how to measure each one.

Track these by role family and level, not only as one company-wide number. An executive search and a high-volume hourly hire behave so differently that a combined average describes neither. For stage conversion, follow the same group of candidates through each stage; comparing this month's applicants with this month's offers mixes different groups.

Time to fill and time to hire: agree where the clock starts

Time to fill and time to hire sound interchangeable, and different organizations define them differently. Before you compare figures, write down the start and end points.

Greenhouse, a recruiting software company, defines time to hire (opens in a new tab) as the days from the moment a candidate enters your pipeline, by applying, being sourced or being referred, to the day they accept the offer. That measures how quickly your process moves a candidate, while time to fill measures how long the role stays open. Track the time from acceptance to the first day separately.

SHRM (the Society for Human Resource Management) defines time to fill (opens in a new tab) as the number of calendar days from the time the job requisition was opened to the time the candidate accepted the offer. In its 2025 benchmarking survey of 2,371 members, the median was 44 days for nonexecutive positions and 45 days for executive positions. Executive searches had taken longer in 2022, at a median of 60 days. Organizations with 5,000 or more employees took longest, at 61 days for nonexecutive roles and 60 for executive roles. The public summary of SHRM's 2026 edition (opens in a new tab), drawn from over 4,600 organizations, reports a nonexecutive median of 39 days and says the executive median was unchanged; its full figures are for members.

The US Office of Personnel Management uses a longer clock for federal hiring. Its time-to-hire guidance (opens in a new tab) sets an overall target of 80 calendar days, measured from a validated hiring need to the new employee's first day. Because the clocks differ, a federal agency and a private employer can report very different numbers for the same pace of hiring.

The total matters less than where the days go. SHRM breaks time to fill into stages: approval, posting, the wait before screening starts, screening, interviews, the decision and offer, and the candidate's acceptance. Measure each stage separately so you can see where a slow quarter lost its days, whether to a requisition waiting for sign-off or to interview loops that take weeks to schedule. OPM's guidance also asks agencies to set targets from their own historical data, calibrated to the complexity of the hire, and to review them at least quarterly. That is sound practice for any employer.

Image

Zoom

Original comparison of the definitions used by SHRM, Greenhouse, and OPM. These clocks have different starting points and should not be compared as if they measure the same interval.shrm.org (opens in a new tab) · greenhouse.com (opens in a new tab) · opm.gov (opens in a new tab)

Cost per hire: separate executive and nonexecutive roles

Cost per hire is total recruiting spend for a period divided by the number of hires in that period. SHRM's definition includes third-party agency fees, advertising, job fairs, job boards, employee referral costs, travel for candidates and staff, relocation, recruiter pay and benefits, and the cost of recruiting systems. Count internal costs, such as your recruiters' time, as well as the invoices.

Executive and nonexecutive hiring cost very different amounts, so report them separately. SHRM's 2025 medians were $1,200 per nonexecutive hire and $10,625 per executive hire. The executive figure was 21% higher than in 2022 and 113% higher than in 2017, and SHRM's 2026 summary says it rose substantially again. You may also see an older SHRM figure of nearly $4,700, which SHRM reported in April 2022 (opens in a new tab) as an average from its benchmarking data. An average is pulled up by a few expensive hires, which is one reason SHRM's 2025 brief reports medians.

Read cost per hire next to quality of hire. A channel that is cheap per hire but produces people who leave within a year costs more once you count the replacement search.

Quality of hire: define success before the hire starts

Quality of hire is the metric that tells you whether recruiting worked, and it is the one most organizations skip. In SHRM's 2025 survey, 20% of organizations measured it, down from 27% in 2022. Those that did most often used interviews to evaluate performance, performance appraisal scores and retention rates.

Start by defining what a successful hire should achieve before the person starts. In a 2020 episode of my podcast on how to succeed in your next hire, I recommended writing a document on "what is success at 90 days". I added that it is "probably a good idea to do this before you even make the hire". The document lists the criteria the person should have met 90 days in, and the phases that get them there: shadowing, doing the work with oversight, working alone with weekly check-ins, and finally reporting their own metrics. "You as a CEO need to define that so the person knows how to succeed."

Those criteria give recruiting a yardstick as well as giving the new hire a plan. At 90 days and again at 12 months, record three things for every hire: whether they met the criteria written before they started, the hiring manager's rating against them, and whether they are still in the role. Compare the results within the same role family and level, by recruiter, channel and partner, and show the number of hires and their start dates beside each result. Count a hire in the 90-day or 12-month figure only once that point has passed, and keep people who left early in the group.

Image

Zoom

The approach described in this article, shown as a visual guide.

Then look back at how you selected people. Compare interview scores with the later ratings within comparable roles. If higher scores consistently fail to line up with stronger performance, review the interview criteria, along with onboarding and management. A 2022 review of selection research (opens in a new tab) in the Journal of Applied Psychology found that structured interviews were the top-ranked selection procedure for predicting job performance. It also concluded that the predictive power of many selection methods had been substantially overestimated, although they remain useful.

Image

Zoom

Across the selection research reviewed by Sackett and colleagues, structured interviews had higher corrected mean validity than unstructured interviews. These are correlations with job performance, not percentages of successful hires or a forecast for this particular executive role.doi.org (opens in a new tab)

Offer acceptance rate

Offer acceptance rate is offers accepted divided by offers made. PageUp, a recruiting software company, says its own data (opens in a new tab) shows a 2024 average of 90%, with government roles lowest at 78% and retail at 95% that year. The page does not give the sample behind the figures, so treat them as one vendor's data.

A falling rate is a prompt to ask why candidates declined. The reasons they give, whether pay, a competing offer or a gap between what the interviews described and what the offer contains, tell you what to fix. Ask every candidate who declines, record the reason in a few fixed categories, and review them each quarter. If most declines arrive late in a long process, the cause may be speed rather than the offer itself.

Stage conversion and source of hire

Stage conversion shows where candidates fall out: applicants to screened, screened to interviewed, interviewed to offered, offered to hired. You may want a benchmark for how many candidates it takes to produce one interview and one hire. No primary source read for this guide publishes one that applies across roles, so build your own baseline by role family over a few quarters. A sudden change at one stage is more useful than any outside benchmark.

Source of hire counts hires by channel: referrals, your careers site, job boards, agencies, internal moves and direct sourcing. Count hires, not applications, and then add quality: the channel that produces the most applicants may not be the one whose hires are still performing a year later. SHRM's 2025 data also shows how much hiring is external: its 2025 overall medians were 93% of nonexecutive roles and 100% of executive roles filled from outside (97% of nonexecutive roles in its 2026 summary), although organizations with 500 or more employees filled more internally. If internal moves are a goal, track them as a source of hire too.

Candidate experience

Candidate experience affects whether people stay in your process, accept your offer and apply again. The 2023 CandE benchmark report (opens in a new tab) from Talent Board and ERE Media drew on over 150 organizations around the world and nearly 240,000 candidate surveys. In North America, among candidates who rated their experience poorly, the three leading reasons for withdrawing were that their time was disrespected, the salary did not meet expectations and the process took too long. In 2023, 36% of North American candidates said they had not heard back from employers one to two months or more after applying.

Kevin Grossman, vice president of research at ERE Media, told SHRM in April 2024 (opens in a new tab) that the highest-rated companies in the research had historically moved candidates forward or closed them out within three to five days of applying, though he said that was taking longer as application volumes rose and recruiting teams shrank.

Three measures cover most of it: the time from application to first response, a short survey after each stage (including for rejected candidates), and the reasons people give when they withdraw.

How to judge a recruiting partner on these metrics

Search firms and RPO providers often publish speed and volume figures. Each figure is only as useful as its definition, so ask what sits behind it before you compare one firm with another.

Alpha Apex Group, which I co-founded, is an example of why the definition matters. Its RPO consulting page (opens in a new tab), read in October 2026, reports a 43-day average time-to-fill for full-time hires and 2,000+ successful placements worldwide. It does not specify the population behind the placement count or say where the time-to-fill clock starts and stops, so the questions below apply to every firm you speak to.

Agree the definitions before the work starts and put the measures in the contract. For a fuller checklist on outsourced recruiting, see how to evaluate an RPO partner; for senior roles, see how to choose an executive search firm.

A one-page hiring scorecard

Leadership does not need every metric every month. One page per quarter, by role family, is enough to show whether recruiting is improving.

Which of these could you report today, and which would need a definition agreed first?