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Hiring Benchmarks15 min read

Average Time to Fill by Role in 2026

K
Klearskill TeamSeptember 16, 2026

Ashby's 2026 Recruiting Operations Benchmarks, built on 54 million applications and 93,000 jobs, puts the median time to first fill at 75 days for technical roles and 60 days for business roles. That is a 15 day gap between two recruiters in the same company, hiring in the same quarter, under the same process. Measure every requisition against one company-wide average and you will misread half of them. This guide collects the published time to fill figures by role, names every source, and shows where they disagree.

Quick Answer

There is no single average time to fill in 2026. Published figures range from 40 days across all roles on the iCIMS platform, to 60 days for business roles and 75 days for technical roles in Ashby's data, to 78 days for an experienced registered nurse. Benchmark against your role type, never against a global average.

What Is Time to Fill and How Is It Calculated?

Time to fill measures the elapsed calendar days between a requisition opening and a candidate accepting the offer. The formula is deliberately simple:

Time to fill = date the offer was accepted minus date the requisition was opened

For a period average, add the days across every hire closed in that period and divide by the number of hires. Most teams report a median rather than a mean, because one nine month executive search will drag a mean upwards and make an otherwise healthy quarter look broken.

The complication is that the two ends of that measurement move depending on who is publishing. SHRM defines it as the period from job requisition to offer acceptance. Ashby measures Time to First Fill, which runs from when a job was opened to when the first hire was made, so a requisition with three openings stops the clock on the first one. NSI Nursing Solutions publishes an RN Recruitment Difficulty Index, which captures the average number of days a hospital takes to recruit an experienced registered nurse. iCIMS reports time to fill from activity across its own platform.

Those are four different clocks. Before you conclude that your 58 day average is poor, check which definition the benchmark you are comparing against actually used. A 10 to 20 day spread between two published averages can be pure definition rather than performance.

Time to fill is also not time to hire. Time to hire starts when a candidate enters your pipeline, so it measures how efficiently you move people through the process. Time to fill starts when the requisition opens, so it also captures approval delays, sourcing dry spells and the weeks before anyone applies. We cover the distinction in more depth in our time to hire benchmark guide.

Time to Fill Benchmarks in 2026: What the Data Says

SourceFigureYearSample / Scope
Ashby, Recruiting Operations Benchmarks75 days technical, 60 days business (median time to first fill)202654M applications and 93K jobs, January 2021 to March 2026
iCIMS Insights September Workforce Report40 days, all roles2026Platform data from 3.1M+ users and 691M candidate profiles, US, August 2026
iCIMS March Workforce Report51 days, technical roles across all industries2025iCIMS platform data, February 2025
NSI Nursing Solutions National Health Care Retention Report78 days, experienced registered nurse2026527 US hospitals in 40 states, 262,405 registered nurses, calendar year 2025
SHRM, 2025 Recruiting Executives BenchmarkingRoughly a month and a half, both executive and nonexecutive2025More than 2,300 SHRM members across industries and sizes

Read as a set, these five figures put the realistic range somewhere between 40 and 80 days, and the position inside that range is decided almost entirely by what you are hiring.

The sources disagree for four reasons, and it is worth being explicit about each. First, sample composition. Ashby's customer base skews towards venture-backed technology companies with deep interview loops, which pushes its medians up. iCIMS serves large US enterprises with substantial high volume and frontline hiring, which pulls its number down. NSI surveys US acute care hospitals only. SHRM asks its own members, who span every sector and size. Second, definition, as set out above. Third, geography, since all five datasets are US-weighted and none of them tells a European or UK team much about local notice periods, which routinely add a month at the offer stage. Fourth, timing: the NSI and SHRM figures describe 2025 hiring, while the iCIMS and Ashby figures run into 2026.

The practical conclusion is that a single headline number is close to useless for planning. What is useful is the shape of the variation, which every one of these sources agrees on: technical takes longer than business, senior takes longer than junior, and credentialled clinical roles take longest of all.

Time to Fill by Role Type

Technical roles. Ashby records a median 75 days to first fill for technical jobs against 60 days for business roles, a difference of roughly 15 days. Its explanation is structural rather than behavioural: technical roles attract more applications per hire, run more interview stages, and require deeper evaluation at each one. The same report finds hired technical candidates spend a median 17.9 days between their first and last interview, against 14.4 days for business candidates.

iCIMS reaches a similar conclusion from a different angle. Looking at technical roles across all industries, not just the technology sector, it found time to fill rose to 51 days in February 2025, up from 48 days the year before, and running roughly 10 days longer than the overall labour market on its platform. Applicants per opening for those roles stood at 68, against 34 for the market as a whole, so the delay is not a shortage of applicants. It is the cost of assessing them.

Nursing and clinical roles. The 2026 NSI National Health Care Retention and RN Staffing Report, covering 527 hospitals and 262,405 registered nurses, puts the average time to fill for an experienced RN at 78 days, five days quicker than the prior year. Within that average the spread is wide: telemetry nurses were the hardest to recruit at an average 87 days, medical and surgical nurses took 83 days, and emergency nurses were the quickest at 70 days. Across all specialties the reported range ran from 56 to 102 days. Hospitals with Magnet recognition outperformed the benchmark by 10 days, filling roles in an average 68 days.

Everything else. Here is where the published evidence thins out, and it is more useful to say so than to fill the gap. We could not verify a current, primary-source time to fill figure broken out for sales, marketing, finance, customer support or operations as separate functions. Several 2026 articles circulate numbers for these functions, but they trace back to secondary summaries rather than to a published dataset, so they are not included here. If you hire into those functions, the honest benchmark is Ashby's business roles median of 60 days, adjusted for your own seniority mix.

Time to Fill by Seniority

Seniority is the second largest driver after role type, and Ashby quantifies it cleanly. Median days to first fill run 52 days for junior roles, 63 days for mid-level roles, and 71 days for senior roles. Senior positions take 37 per cent longer than junior ones.

Executive hiring is the interesting exception. SHRM's 2025 benchmarking, drawn from more than 2,300 members, found median time to fill in 2025 sat at roughly a month and a half for both executive and nonexecutive positions. That is a genuine shift. In 2022 executive roles took 16 days longer than nonexecutive ones, and in 2017 they took 17 days longer. SHRM notes that while executive time to fill has fallen, cost per hire has risen, which suggests organisations are buying speed at the top of the house rather than finding it. If you want to understand what that trade costs, our cost per hire benchmarks set out the current figures.

Where the Days Actually Go

One of the more useful findings in Ashby's 2026 report is that slow hiring is rarely one broken stage. Comparing companies in the top and bottom quartiles for time to hire, the gap is spread across application review, scheduling, feedback and decision making, and offer approvals, rather than concentrated in any single one.

Two specifics stand out. Offer turnaround, measured as the time between a candidate entering the offer stage and an offer actually being created, showed the largest single gap between fast and slow companies: 3.26 extra days for business roles and 4.71 extra days for technical roles. And on scheduling, teams using automated scheduling confirmed interviews in a median 3.7 hours against 5 hours for manual coordination, roughly 26 per cent faster, a saving that compounds across every stage of a multi-round loop.

Application review is the stage that bites hardest on technical roles specifically, because those roles carry higher application volume and need more evaluation per candidate. Ashby found the review time gap between fast and slow companies is wider for technical roles than business ones.

What Good Looks Like

Against the published data, here is a defensible way to read your own numbers.

  • Business or commercial roles. Under 45 days is strong against Ashby's 60 day median. Above 75 days warrants a look at where the extra fortnight is sitting.
  • Technical roles. Under 60 days is strong against Ashby's 75 day median and iCIMS's 51 day figure for technical roles across industries. Above 90 days is a process problem, not a market problem.
  • Junior roles. Ashby's 52 day median is the reference point. Junior hiring that runs past 70 days usually means slow review or slow feedback rather than thin supply.
  • Senior roles. Expect around 71 days and plan headcount accordingly. Budgeting a senior requisition at the same 45 days as a junior one is the single most common cause of a hiring plan slipping.
  • Experienced registered nurses. The 78 day NSI average is the national benchmark. Magnet recognised hospitals achieved 68 days, so 70 days or better is genuinely top tier.

One caution on percentiles. None of the five sources here publishes a full quartile distribution for time to fill by role, so treat any claim about a specific top-decile figure with suspicion unless the publisher shows the distribution.

How to Improve Your Time to Fill

These are practical levers rather than sourced findings, so treat them as judgement rather than data.

  • Benchmark within role type, not across the company. A single company-wide target makes technical teams look slow when they are performing normally, and lets slow commercial hiring hide inside a healthy average.
  • Attack offer turnaround first. It showed the largest gap between fast and slow companies in Ashby's data, and it is usually the cheapest to fix, because it is an approval workflow problem rather than a talent problem.
  • Automate interview scheduling. Automated scheduling confirmed interviews about 26 per cent faster than manual coordination in Ashby's data, and the saving repeats at every stage.
  • Cut the delay in application review. For high volume and technical roles, the first bottleneck is usually the pile of CVs nobody has opened yet. Automated screening against a defined profile moves qualified people forward on the day they apply.
  • Expand your interviewer pool. Schedule lead time, the gap between sending an invitation and the interview happening, is driven by interviewer availability more than recruiter speed.
  • Open requisitions earlier for senior and clinical roles. If senior roles take 37 per cent longer and experienced nurses take 78 days, the fix is often a calendar decision rather than a process one.

For a fuller treatment of the process side, see our guide on how to reduce time to hire.

How We Compiled These Benchmarks

Every figure in this article was taken from a published third-party source and checked against that source's own page on 16 September 2026. Klearskill does not hold proprietary hiring benchmark data and none of the numbers above describe Klearskill customers.

The five sources used are: Ashby's Recruiting Operations Benchmarks from its 2026 Talent Trends Report, published 7 May 2026 and based on 54 million applications and 93,000 jobs between January 2021 and March 2026; the ICIMS Insights September 2026 Workforce Report, published 10 September 2026, drawing on ICIMS platform data from more than 3.1 million users and 691 million candidate profiles; the iCIMS March 2025 Workforce Report covering technical roles; the 2026 NSI National Health Care Retention and RN Staffing Report, published March 2026, covering 527 US hospitals across 40 states and 262,405 registered nurses reporting calendar year 2025 data; and SHRM's 2025 Recruiting Executives Benchmarking, reported October 2025 from more than 2,300 SHRM members.

Several additional sources were reviewed and excluded. SHRM's 2026 benchmarking data brief sits behind a membership wall, so its headline figures could not be checked directly and are not quoted here. Gem's 2026 Recruiting Benchmarks Report is gated behind a download form and no figures were visible on the public page. A number of secondary blog summaries carrying role-level day counts were discarded because the numbers could not be traced to a published dataset.

All five datasets are US-weighted. Readers hiring in the UK or the EU should expect longer real-world figures at the offer stage because of contractual notice periods.

Frequently Asked Questions

What is a good time to fill in 2026?

It depends entirely on the role. Against published 2026 data, under 45 days is strong for a business role, under 60 days is strong for a technical role, and 70 days or better is top tier for an experienced registered nurse. A single company-wide target is misleading because role type alone creates a 15 day swing in Ashby's data and a 38 day swing between Ashby's business median and NSI's nursing average.

What is the difference between time to fill and time to hire?

Time to fill starts when the requisition opens and ends when the offer is accepted, so it includes approval delays and the period before anyone applies. Time to hire starts when a specific candidate enters your pipeline and ends when they accept, so it measures only how fast you move people through the process. Time to fill is the better planning metric. Time to hire is the better process metric. Reporting one and calling it the other is a common source of confusion.

Why do technical roles take longer to fill?

Not because of a shortage of applicants. iCIMS found technical roles attracted 68 applicants per opening against 34 for the wider market, yet still took roughly 10 days longer to fill. Ashby attributes the gap to evaluation depth: technical roles run more interview stages, require more assessment per candidate, and take a median 17.9 days from first to last interview against 14.4 days for business roles.

How long does it take to hire a nurse?

The 2026 NSI National Health Care Retention and RN Staffing Report puts the average time to fill for an experienced registered nurse at 78 days, based on 527 US hospitals. Telemetry was slowest at 87 days and emergency was quickest at 70 days, with the full range across specialties running from 56 to 102 days. Magnet recognised hospitals averaged 68 days.

Do senior roles really take longer to fill?

Yes, and the size of the gap is measurable. Ashby's 2026 data puts median time to first fill at 52 days for junior roles, 63 for mid-level and 71 for senior, meaning senior roles take 37 per cent longer than junior ones. Executive roles are the exception to the pattern: SHRM found executive and nonexecutive time to fill had converged by 2025, having been 16 days apart in 2022.

Which stage of hiring wastes the most time?

Ashby's comparison of fast and slow companies found no single bottleneck, but offer turnaround showed the biggest gap, with slower companies taking 3.26 extra days on business roles and 4.71 extra days on technical roles between a candidate entering the offer stage and an offer being created. Scheduling was the second largest, driven more by interviewer availability than by recruiter response time.

Are these benchmarks valid outside the United States?

Only loosely. All five datasets used here are US-weighted. The relative pattern, meaning technical slower than business and senior slower than junior, travels well. The absolute day counts do not, because notice periods in the UK and much of the EU commonly add three to four weeks between offer acceptance and start date, and some employers include that period in their own reporting.

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