The Hiring Manager's Side of the Broken System

I. The pile

What is actually in the pile

Look at what arrived.

A large share of it is not qualified. Not dishonestly — just optimistically. People who read the requirements, recognised four words out of eleven, and pressed apply because applying takes nine seconds and costs nothing. Some of them ran the description through a language model first and got a CV that mirrors your own phrasing back at you.

Then there is the second group. Genuinely qualified people whose CVs are badly written. They built the payments platform you are trying to staff, but they described it as "responsible for backend services." Your filter does not know the difference. Your filter reads strings.

And you are giving each of these documents somewhere between six and ten seconds. TheLadders eye-tracking study, 2018. Not because you are lazy. Because 214.

Of the ones you shortlist, most are between jobs, on a notice period, or actively unhappy. Which is fine. But it is a specific slice of the market, and it is not the same as the best people available.

The two engineers you actually want are at work right now. One of them is three metres from a colleague of yours and has no idea your role exists. Neither of them will apply. Not because your company is unattractive — because applying is a public act with a private cost, and they have a mortgage and a manager who reads LinkedIn.

You rarely hire the best person for the role. You hire the best person who applied.

II. Volume

Volume is not interest

We have spent twenty years on the recruiter side of this, in Prague and across Europe, slightly in the US, and we want to be clear about something: hiring managers get blamed for this and almost none of it is theirs.

You did not design the ATS. You did not decide that the only way to express interest in a job is to submit a document. You inherited a process built to handle applications at scale and defend decisions afterwards. It does that job well. Finding the right person is a different job, and the process was never asked to do it.

So the role stays open. Average time to hire globally sits around 44 days, Josh Bersin Company and AMS, 2023, and for senior technical roles in a specific market with a specific stack, that number is a fantasy. Meanwhile the work does not stop. Your team absorbs it. Someone starts quietly resenting the situation. Sometimes that person leaves, and now you have two open roles.

That is the invisible cost of a system built only for active applicants — considering 70% of the global workforce is passive talent, but roughly 87% are open to hearing about the right role if approached safely. LinkedIn Talent Solutions, Global Talent Trends.

III. 1482

The 500-year-old part

The first known CV was written by Leonardo da Vinci in 1482, to the Duke of Milan. A list of things he could do, sent to a man who had never met him.

We have changed the tools since. PDF instead of parchment. An ATS instead of a courier. The logic is identical: the candidate assembles a claim, sends it into a system, and waits to be judged on a document rather than on evidence.

And the broadcast model that grew on top of it has one structural flaw. Your job description goes out to everyone and reaches no one in particular. The people least suited to the role see it and respond. The people most suited to it never encounter it at all, because they are not looking in the place where it lives.

More applicants does not fix this. It makes the pile deeper and the signal thinner.

IV. The other direction

Run the search in the other direction

This is why we are building vairee, and it is worth being precise about what that means.

Instead of a job description broadcast to a market, a hiring manager describes the actual shape of a role. Not the eleven bullet points written for legal cover — the real thing. What the system looks like today. What breaks. What the person needs to have already survived once. What success looks like in nine months.

On the other side, senior professionals build a vairee-card: an evidence-backed profile of what they have actually done, with context and depth, built once and updated as their work changes. Not rewritten for every application, because there are no applications.

Their identity stays hidden until both sides agree to talk. That is the part that unlocks the people you cannot currently reach. A senior architect who would never publish "Open to Work" will describe what she has built if it does not cost her her current position.

Here is the honest status. vairee-card creation is live at vairee.ai/talent. The matching is not automated yet. Right now, our team reads the profiles, reads what hiring managers tell us about the role, and makes the connection ourselves.

We could dress that up as a limitation. It isn't one. A recruiter with twenty years in this market reading your profile properly beats an algorithm that does not exist yet — and every one of those conversations is teaching us what the software has to learn before we let it near anyone's career.

What you get is not a shortlist of 214 reduced to 5–10. It is a small number of people who fit, who have not been filtered through a keyword game, and who chose to be visible to you specifically.

No pile. No ghosting — on either side. A conversation or a clean no.

The 214 applications in your ATS are not evidence of a healthy talent market. They are evidence that the only door into your company is one that good people have no reason to walk through. That is a design choice someone made decades ago, and it can be unmade.

V. Appendix

Sources