Something has quietly broken at the top of the hiring funnel.
Application volumes are higher than they've been in years. Recruiters are busier than ever. And yet hire quality hasn't improved. If anything, it's got harder to find the right person in the pile. The usual response is to screen faster, add more filters, or bring in another tool to sort the noise after it arrives. But that doesn't fix the problem. It just manages it.
The problem is the job ad itself, and more specifically, what happens after you post one.
The job ad was never a great matching tool
Job ads were designed for a different era of hiring. You write a description, post it somewhere candidates are looking, and wait for relevant people to apply. In a world where applications were limited by effort, that worked reasonably well. The friction of applying was a natural filter.
That friction is gone. AI application tools, one-click apply, and auto-fill have made it trivially easy to apply to dozens of roles with minimal effort. The result is that job ads now generate volume almost regardless of relevance. Candidates apply speculatively, hopefully, sometimes accidentally. And the recruiter is left holding the pile.
The data tells a consistent story. When candidates apply speculatively through job ads, the proportion who genuinely meet the brief tends to be very low. Not because candidates are applying in bad faith, but because job ads are blunt instruments and the barrier to applying has dropped significantly. The result is a funnel that generates activity without generating signal.
That is not a screening problem. That is a funnel design problem.
Why adding more filters doesn't solve it
The instinctive response to a noisy funnel is to add post-apply filtering. More screening questions, knockout criteria, AI tools that sort applications after they arrive. These approaches reduce the volume of candidates a recruiter has to look at, but they don't change the underlying dynamic: unqualified candidates are still entering the process, consuming system resources, generating rejection communications, and occasionally slipping through.
There's also a trust problem. When recruiters know that most applications aren't worth reading, they start skimming. Screening speed increases. And genuinely strong candidates who happen to have non-standard profiles or unusual career paths get filtered out not because they're wrong for the role, but because there isn't time to look properly.
Fixing the top of the funnel, before candidates apply, is a fundamentally different approach. And it's where the real leverage is.
The brief behind the brief
Here's another problem with job ads that doesn't get talked about enough. They're not actually a very accurate description of what you're hiring for.
Most job descriptions are written quickly, often borrowed from previous versions, sometimes generated by an AI tool inside the ATS. They describe the role in broad terms because they have to appeal to a wide audience. But every recruiter knows there's a brief behind the brief. The hiring manager wants someone who's scaled a team through a specific kind of growth. Who's worked in a particular type of environment. Who has a specific combination of behaviours that the job description doesn't quite capture.
When matching is based purely on the job description, that context is lost. You get candidates who look right on paper but aren't quite what the team actually needs. And you miss candidates whose profiles don't tick the obvious boxes but would be exceptional in the role.
Good matching needs to work from the full brief, not just the document.
What pre-apply qualification actually looks like
Archer takes a different approach. Rather than waiting for candidates to apply and then filtering, Archer works before the application happens.
It starts with calibration. Not just the job description, but the deeper context behind the role: the behaviours that matter, the environments that are relevant, the specific experience signals that indicate a strong fit. That calibration can happen at a company level, a department level, and a role level, all in plain language rather than keyword lists.
From there, Archer identifies and reaches out to relevant candidates from hackajob's pool of 1.5 million profiles, as well as broader talent sources, and qualifies them against what actually matters in the brief. Candidates who meet the bar are invited to apply through the employer's existing apply flow. They show up in the ATS tagged as Archer, alongside everyone else, with no new system to log into and no integration to build.
The result after 30 days is typically a 9x improvement in apply-to-interview rate. Around 60% of Archer-generated applications come from candidates who have never applied to that company before, net new talent that wouldn't have come through existing channels.
The cost of a broken funnel
It's worth being clear about what a noisy top of funnel actually costs, because it tends to get absorbed as a normal part of recruiting rather than recognised as a fixable problem.
Recruiter time spent screening irrelevant applications is the obvious one. But there's also the slower time to hire that results from having to work through a larger pile to find the same number of qualified candidates. The hiring manager frustration when the shortlist doesn't reflect what they asked for. The good candidates who applied early but got lost in the volume. And the longer-term signal problem: when your funnel data includes a lot of noise, it's harder to understand what's actually working.
A cleaner funnel produces better data, faster decisions, and a significantly lower screening burden for the team.
Not a replacement for your ATS or your team
One thing worth being clear about: Archer isn't trying to replace your existing recruitment infrastructure. There's no new platform for recruiters to log into. No change management process. No integration project.
The work happens before your ATS, and the outcome lands inside it. Recruiters work exactly where they already do, just with a much higher proportion of applications worth reviewing. For enterprise teams with compliance and governance requirements, that matters. The candidate is always choosing to apply. There's no automated application on their behalf, no scraping without consent, no agentic process happening inside your systems.
It's designed to be low-risk to adopt and fast to prove value. Most customers are live within 48 hours and see meaningful data within the first 30 days.
Try Archer for 30 days
If your funnel is generating volume but not quality, it's worth seeing what a pre-apply approach looks like in practice.
Archer's 30-day pilot is free. No upfront cost, no success fee, no gotcha at the end. The hackajob team works with you through calibration to make sure Archer understands your brief properly, and you track the results against your existing sources throughout.
The two metrics that matter: how many of those applications convert to interview, and how many are candidates you've never seen before. Both tend to move quickly.
Start your free 30-day Archer pilot
Frequently asked questions
Why are my job ads attracting unqualified candidates?
The main reasons are that job ads are broad by design, the friction of applying has reduced significantly due to AI application tools and one-click apply, and post-apply filtering doesn't address the root cause. The result is high volume but low relevance at the top of the funnel.
What is pre-apply qualification?
Pre-apply qualification means assessing candidate fit before they submit an application, rather than filtering after. Archer identifies and reaches out to relevant candidates, qualifies them against the full brief including behaviours, experience, and skills, and only invites those who meet the bar to apply through the employer's existing flow.
How is Archer different from an ATS or a job board?
Archer isn't an ATS and doesn't replace one. It works before the application happens, sourcing and qualifying candidates and delivering them into your existing ATS tagged as Archer. There's no new platform to log into and no integration required. Job boards generate volume. Archer generates qualified applicants.
What results can we expect from Archer?
After 30 days of calibration, customers typically see a 9x improvement in apply-to-interview rate compared to other sources. Around 60% of Archer-generated applications come from candidates who have never applied to that company before.
How long does it take to get started?
Most customers are live within 48 hours. The 30-day pilot is free, with no upfront cost and no obligation at the end. The hackajob team works with you through the calibration process to make sure Archer is set up correctly for your roles.
Does Archer work for non-technical roles?
Yes. Archer now works across all knowledge work functions including sales, marketing, finance, operations, legal, and more, as well as tech. Around 25% of Archer's activity is currently non-tech, with that proportion growing.
