---
title: "Time to Hire: What the Benchmarks Say and Where Your Days Really Go"
description: "A benchmark built on more than 54 million applications puts the median first hire at 75 days for technical roles and 60 for business ones. Here is where that calendar disappears, and the four intervals to track instead."
author: "Marcus Telle"
category: "Reading the Market"
date: 2026-10-13T15:55:01.972Z
canonical: "https://theartofpeople.io/blog/average-time-to-hire-startup-benchmarks"
---

# Time to Hire: What the Benchmarks Say and Where Your Days Really Go

![startup, person, man](https://cdn.pixabay.com/photo/2020/02/18/15/15/startup-4859743_1280.jpg?w=1200&q=75)

> A benchmark built on more than 54 million applications puts the median first hire at 75 days for technical roles and 60 for business ones. Here is where that calendar disappears, and the four intervals to track instead.

Put the same question to five founders and you will collect five confident answers, most of them invented on the spot. Better to begin somewhere firmer: a very large pile of real hiring data, and an honest look at which part of the calendar swallows your weeks.

In 2026 the applicant tracking vendor Ashby published an operations benchmark built on [more than 54 million applications, covering some 93 thousand openings logged from the start of 2021 through to March 2026](https://www.ashbyhq.com/talent-trends-report/reports/recruiting-operations-benchmarks-talent-trends). Use it as orientation, not as a scoreboard. It reflects the firms that buy that software, a population skewed towards venture-funded teams, and in any case your own last three hires describe your process better than anybody's median can.

## The Mechanism: Idle Time Sets the Clock, Not Effort

Hiring is a relay of handovers, and nearly every handover has idle time wired into it. That idle time accumulates far faster than the actual work does. Ashby's blunt comparison by role family makes the point: a technical opening reaches its first hire in a median of 75 days, where a business role manages it in 60, [according to the benchmark](https://www.ashbyhq.com/talent-trends-report/reports/recruiting-operations-benchmarks-talent-trends).

Two caveats ride along with that. The measure clocks the *job* and not any individual's experience of applying, running from the day a requisition opens to the day somebody is hired. And half of all roles sit above a median by definition. If you are on day eighty for an engineer and quietly despairing, you are in unremarkable company.

Seniority drags on everything. The [same dataset](https://www.ashbyhq.com/talent-trends-report/reports/recruiting-operations-benchmarks-talent-trends) shows a median of 52 days at junior level, climbing to 63 in the middle and 71 near the top, which makes a senior search roughly a third longer than a junior one. That shape is logical. The more a hire costs and the more it bends the team around it, the more colleagues insist on a vote.

## Hunting the Gaps, Stage by Stage

Pull the relay apart and look for the gaps rather than the tasks.

### From the opening conversation to the closing one

For people who were eventually hired, the stretch covering first interview to last ran to about 17.9 days in technical roles and 14.4 in business ones, [Ashby reports](https://www.ashbyhq.com/talent-trends-report/reports/recruiting-operations-benchmarks-talent-trends). Sit with what that is from the other chair: a fortnight or more of being courted by you, and quite possibly by somebody else, with a rival at liberty to close whenever they like. Each round you add widens the gap. Before you add one, our look at [structured against unstructured interviewing](/structured-vs-unstructured-interviews-hiring-guide) explains why extra rounds so rarely sharpen a verdict.

### Getting the slot into somebody's diary

Here the obvious reading is the wrong one. Automated scheduling produced a confirmed interview in a median of 3.7 hours, against five hours where a human did the coordinating, [the report finds](https://www.ashbyhq.com/talent-trends-report/reports/recruiting-operations-benchmarks-talent-trends). Real, and small. The report is unambiguous about where the serious loss hides:

> 
"Across the data, schedule lead time tends to be the larger bottleneck." [Ashby's 2026 operations benchmark](https://www.ashbyhq.com/talent-trends-report/reports/recruiting-operations-benchmarks-talent-trends)

Lead time is the distance between issuing an invitation and the conversation taking place. Agreeing a slot is nearly instant. Locating one that is not nine days out is the difficult part, and software does not touch it. Interviewer calendars with blocks held open before the advert goes live do.

### On take-home exercises

A take-home element featured in roughly one in eight hires in the Ashby data, [on the benchmark's own figures](https://www.ashbyhq.com/talent-trends-report/reports/recruiting-operations-benchmarks-talent-trends). [SHRM's reporting on assessments](https://www.shrm.org/mena/topics-tools/news/talent-acquisition/pros-cons-tests-take-home-assignments-recruiting) is refreshingly candid about the trade-off: the hours an exercise consumes can become the jam that lets a faster rival get the first offer out. Neither source says scrap them. Both imply you ought to be able to name, in days, what yours costs.

## A Second Dataset, and Why the Two Disagree

One benchmark is orientation. Two benchmarks are an education, because the distance between them is almost always a definition rather than a difference in competence. SHRM's recruiting benchmarking work, drawn from [over 4,600 organisations](https://www.shrm.org/topics-tools/research/recruiting-benchmarking), puts the median time to fill a non-executive post at 39 calendar days. Ashby, counting days to a job's first hire, lands at [60 for business roles and 75 for technical ones](https://www.ashbyhq.com/talent-trends-report/reports/recruiting-operations-benchmarks-talent-trends). Neither figure is wrong, and neither is interchangeable with the other, which is precisely the confusion our piece on [the gap between time to hire and time to fill](/time-to-hire-vs-time-to-fill) exists to settle.

The market you are hiring into also shifts the medians under your feet, and at the moment it is slack rather than frantic. The October 2026 UK Report on Jobs, compiled by S&P Global from a panel of around [400 recruitment consultancies, with fieldwork between 10 and 24 September 2026](https://kpmg.com/uk/en/media/press-releases/2026/10/kpmg-and-rec-uk-report-on-jobs-october-2026.html), records permanent placements rising for a second month and the strongest such rise in four years, while vacancies continue to fall at the weakest pace in just over two years. Jon Holt of KPMG calls it a "fragile recovery" in the [same release](https://kpmg.com/uk/en/media/press-releases/2026/10/kpmg-and-rec-uk-report-on-jobs-october-2026.html). For a founder that cuts both ways. The shortlist is deeper than it was two winters ago, and the person at the top of it is still being courted by somebody else.

Worth knowing, too, what fixing any of this actually costs. Calendly, the scheduling tool most small teams reach for first, publishes a permanently free plan and charges [$10 per seat per month on its Standard tier when billed yearly](https://calendly.com/pricing). A full applicant tracking system is an order of magnitude dearer: Ashby's own entry tier sits at [$400 per month for a company of up to 100 employees](https://www.ashbyhq.com/pricing). Those are figures you can put in a budget this afternoon, which makes them a useful frame for the argument that follows.

## Two Founders, One Mid-Level Engineer

An illustration, built from imagination rather than from any dataset.

The first founder opens the role and lets applications pile up, clearing the backlog in a Friday afternoon block. Every interview gets arranged in its own fresh email chain. Four colleagues each run a round. Then an offer is drafted. Nothing there is individually foolish. Together it eats about ten weeks, and the best applicant signs somewhere else in week seven.

The second founder holds four interview windows open before the advert appears, sets out the whole sequence and its dates during the first call, uses three rounds against a single shared scorecard, and makes the call inside forty-eight working hours of the last conversation. Her role also closes in six weeks, since strong people owe notice. The difference is that she never let the calendar make the decision on her behalf.

That is the causal point. Sluggishness early on shunts every later link into the window where competing offers arrive. An hour recovered at the end is worth more than a day recovered at the start, because the end is where a human is weighing you up.

## The Four Intervals Worth Writing Down

Do not promote somebody else's median into your own target. Track these four on your own roles:

- Requisition open to first interview.

- First interview to final interview.

- Final interview to offer issued.

- Offer issued to signature.

Calculate them across your three most recent hires. One interval will be visibly uglier than the rest, and in small companies it tends to be the pause following the last interview, because everybody is being polite and assuming somebody else is about to decide. Our guide to [which hiring numbers earn their place](/signal-vs-noise-what-hiring-data-is-actually-worth-tracking-8qxw) sets out why four measures serve you better than a wall of charts.

## What Going Faster Cannot Repair

Speed and quality are separate properties. A rushed shortlist drawn from a muddled brief yields a swift mistake, and swift mistakes cost more than slow hires. No amount of calendar discipline saves a role nobody has defined. Before you tune the process, check whether your [job advert](/why-your-job-description-reads-like-a-ransom-note-eeg4) describes work a human would recognise.

Lag carries a human cost too, quite apart from losing people to competitors. Everyone interprets quiet, whatever you meant by it. One sentence committing to an answer by Thursday is free, and it holds somebody's attention through a slow week.

## Repair It in This Sequence

- Work out your own stage-by-stage medians across your three most recent hires.

- Hold interview windows open in diaries ahead of advertising.

- Delete a round, or fold two of them into one day.

- Appoint the decision maker and fix the decision date before anyone interviews.

- Hand every candidate the full timetable at the start.

## Say the Timetable Out Loud on the First Call

There is a cheap trick that buys patience, and it is simply description. On the opening call, tell the candidate how many stages there are, roughly when each one happens, and the week in which you expect to decide. Most employers withhold this, either because the answer is embarrassing or because nobody has worked it out. Saying it does two useful things at once. It commits you publicly to a schedule, which tends to make the schedule happen. And it lets the person compare you honestly against the other process they are running in parallel, which they almost certainly are.

It also protects you when something slips, as something will. A candidate who was told at the start that there are three stages and a fortnight of diary juggling in the middle will absorb a week of delay without much drama. A candidate who was told nothing reads the same week as a decision already taken against them.

## Buy the Diary Habit Before You Buy the Software

This is where we part company with the way these benchmarks usually get read. A sluggish process is rarely a tooling problem, and the report supplying the gloomiest numbers says as much itself: the constraint is schedule lead time, the distance between an invitation going out and the conversation happening. No scheduler shortens that distance. A colleague who has already held Tuesday afternoons open does.

Which settles the order of spending. Before the [$400 a month](https://www.ashbyhq.com/pricing), do the three things that cost nothing at all: hold four interview windows open before the advert goes live, name the decision maker and the decision date in writing, and remove a round. Teams that buy the software first tend to discover they have automated a queue rather than shortened it, and now own a dashboard that documents precisely how long everybody was kept waiting.

A specific threshold changes the answer. Once several openings run at once, or you are hiring many people into the same role, coordination stops being a founder's Tuesday and becomes somebody's entire week. Past that point the paid tool is the cheaper of the two options, and our [checklist on whether a small company needs an applicant tracking system](/do-i-need-an-ats-small-company-checklist) is the right place to test the question. Below that threshold the spreadsheet is not a compromise or a stopgap. It is the correct answer, and the calendar is still where your weeks are disappearing.

## Settle Your Definitions Before You Compare

Ashby counts the median days to a job's first hire, beginning when the requisition opens. Your own tracker may well start from the candidate's application, or from the morning you wrote the brief. None of those is wrong and none is interchangeable with the others. Compare an application-to-offer figure against a requisition-to-fill benchmark and you will either panic needlessly or relax needlessly. Write your chosen definition at the head of the spreadsheet and leave it untouched for twelve months.

Benchmarks reflect; they do not instruct. If the reflection looks sluggish, you now know which interval to open first. If it looks quicker than the median, think hard before squeezing further. A steady sequence people can trust usually wins more of the candidates you actually wanted than a sprint does.

## FAQ

### What is a normal time to hire for a startup?

Ashby's 2026 benchmark reports a median 75 days to first hire for technical roles and 60 days for business roles, with junior searches near 52 days and senior ones near 71. Those figures describe companies using that software, so treat them as orientation rather than a target.

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

Time to first fill clocks the job, running from the requisition opening to somebody being hired. Time to hire usually clocks a person, from application or first contact to acceptance. Comparing one against the other produces nonsense.

### Does scheduling software actually make hiring faster?

Only marginally by itself. The Ashby benchmark found automated scheduling confirmed interviews in a median 3.7 hours against five hours manually, and identifies schedule lead time, the wait until a free slot arrives, as the bigger constraint. Reserved diary blocks fix more than tooling does.

### Should I drop take-home exercises to move faster?

Not automatically. Roughly one in eight hires in the benchmark involved one. SHRM's reporting notes that the hours they consume can let a faster competitor offer first, so the useful discipline is knowing how many days yours adds and whether the signal is worth it.


---
Source: https://theartofpeople.io/blog/average-time-to-hire-startup-benchmarks