Why the Job Market Feels More Like Online Dating

Somewhere along the way, the job market turned into online dating. Endless options, snap judgments made from a two-page profile, and a lot of people on both sides wondering why nobody writes back.

It wasn't always like this. For a long time, one of the biggest challenges in a job search was simply finding the right opportunities. Candidates had to know where to look, decide which openings were worth pursuing, and usually put a fair amount of time into each application. Employers faced the opposite problem: reaching enough qualified people to build a strong candidate pool.

Technology has changed that balance pretty dramatically. Today, candidates can find and apply to hundreds of jobs with very little friction, while employers can post openings across multiple platforms and reach large audiences almost instantly. AI has accelerated that shift by making it easier to tailor résumés, create applications, screen candidates, and automate parts of the communication process.

It's a comparison we've been talking about at JBL Resources for a while, and the more we think about it, the more useful it feels. Not because recruiting should be treated casually, and not because we think the comparison needs to be played for laughs. It's simply a good way to describe what happens when technology gives people access to far more options than they can realistically give attention to.

More access has also created more noise in the job market

Dating apps made it possible to see an almost endless number of potential matches. Job platforms have done something similar for employment. A candidate no longer has to choose from a handful of openings they happened to hear about. There may be hundreds of positions available within minutes, and in many cases applying requires very little effort.

The increased access is a good thing in a lot of ways. The difficulty is that when applying becomes almost frictionless, people naturally begin applying more broadly. A candidate may apply to a role where they meet nearly every requirement, and then apply to another where the fit is much less clear simply because it takes another minute to do so. When that behavior is repeated across thousands of job seekers, employers can end up with several hundred applications for one position, many of which are not especially close to what they need.

The employer then has a practical problem. Someone has to review all of that information, and there's only so much time available. Automated screening, keyword matching, and AI-assisted review become attractive because they help make the volume manageable. In some cases, they may be the only realistic way to get through it.

Here's where the cycle starts to reinforce itself. A thoughtful candidate might begin a job search by selecting four or five positions that genuinely make sense, tailoring a résumé, writing a cover letter, and putting real effort into each application. If all of those applications are rejected quickly and automatically, the lesson they take from the experience is fairly predictable. Applying selectively starts to feel inefficient, so they begin applying to 20 or 50 jobs instead.

From the candidate's perspective, that's a rational response to the system. From the employer's perspective, the additional volume creates even more pressure to screen aggressively. Neither side is necessarily doing anything unreasonable, but together the behavior creates much more noise and much less confidence that any individual application will receive serious attention.

A résumé can only tell so much of the story

The online dating comparison also becomes useful when thinking about how quickly people are being evaluated. A dating profile is a compressed version of a person. A handful of photos and a short description are expected to provide enough information for someone else to decide whether a conversation is worthwhile.

A résumé works in a similar way. Someone may have 15 years of professional experience reduced to two pages, and there may be several completely accurate ways to describe the work they have done. The problem is that only one of those descriptions may immediately make sense to the person reviewing a particular job.

We see this often in recruiting. Someone may have experience that is highly relevant to a position but describe it using terminology from a different company, industry, or internal process. In conversation, the connection may be obvious. On paper, it may not be. This matters even more when an employer is reviewing hundreds of résumés and has very little time to investigate candidates who don't immediately look like an exact match.

This is also where an abundance of options can start to change judgment. If a hiring manager has 300 applications in front of them, it is understandable to assume that someone who matches every line of the job description must be in there somewhere, which can make employers more hesitant to take a chance on someone who's clearly strong but doesn't fit the specification perfectly.

The problem is that 300 applications don't necessarily mean 300 realistic candidates. Once you account for experience, interest, location, compensation, timing, and all of the other things that determine whether someone can actually take the job, the true pool may be quite small. The apparent size of the candidate pool can make the market feel more abundant than it really is.

The system changes behavior on both sides

One of the more frustrating parts of the current job market is that it can make sensible people behave in ways that make the experience worse for everyone else. Candidates apply more broadly because they don't know which applications will receive meaningful attention. Employers screen more aggressively because they can't realistically give every résumé a detailed review. Recruiters send more messages because response rates decline, and candidates begin ignoring more messages because so many of them are irrelevant.

Ghosting is an obvious parallel with online dating, but it's really just another consequence of the same issue. When the number of possible interactions becomes larger than the amount of attention people can give them, communication starts to break down.

AI didn't create this problem on its own. One-click applications, large job boards, and recruiting automation were already moving the market in this direction. AI has simply increased the amount of activity that both sides can generate. Most companies are not trying to make the candidate experience worse, and most candidates are not intentionally flooding employers with irrelevant applications. The technology just makes it much easier to operate at a scale that creates side effects for everyone else.

It's why we keep coming back to the idea that access is no longer the scarce resource. Attention is.

Why human connection still matters

At JBL, we don't think the answer is to reject technology or pretend these tools are going away. We use AI and automation ourselves, and there are plenty of areas where they help us work more efficiently. What we try to be careful about is where that efficiency stops being useful.

Our role isn't to send a hiring manager hundreds of résumés and leave them to sort out which ones matter. The value we bring is in taking the time to understand the position, talking to candidates, and narrowing the field before it reaches the client.

It starts with understanding what an employer actually needs, including the parts that may not be obvious from a written job description. It also means understanding the candidate beyond the résumé: what they've actually done, what they're looking for next, whether they're genuinely interested in the opportunity, and whether the practical details of the role make sense for them.

Ideally, a client doesn't receive 300 résumés from JBL and discover that only two or three are worth talking to. They receive those two or three candidates in the first place. Those people have already been spoken with, they understand the opportunity, and someone has taken the time to determine whether there is a real fit on both sides.

This is the problem firms like ours exist to solve. When both sides are drowning in options, somebody has to be the connection piece: the one who actually spends the time to know the companies, know the candidates, and figure out which introductions are worth making. Technology has made it easier than ever for candidates and employers to find each other, but finding each other isn't the same as understanding each other. When someone takes the time to close that gap, the results are careers that last and working relationships that hold up long after the search ends. That's the part no algorithm has figured out how to automate, and it's the part we intend to keep doing ourselves.