There's a specific kind of tired that comes from job hunting — not the tiredness of hard work, but the tiredness of repetitive, low-value work. Open a job board. Type in a title. Scroll past postings that are six months stale, or in the wrong city, or transparently unrelated to what you typed. Open five more tabs. Repeat tomorrow. Repeat the day after.
The strange thing is, this isn't a search problem. There are more job postings online right now than any one person could read in a lifetime. The problem is that almost none of them are relevant, and the ones that are get buried under the ones that aren't. Job boards are optimised to show you activity — more results, more scrolling, more engagement — not to show you the four postings out of four thousand that actually fit your life.
So I ran an experiment. Instead of searching, I built something that searches for me.
The Real Problem Isn't Finding Jobs. It's Filtering Them.
I call it JobRadar, and the idea is almost embarrassingly simple: instead of me checking a dozen company career pages every day, hunting for the two or three roles that might be worth my time, a small piece of software checks them for me — quietly, in the background — and only surfaces the ones that actually matter.
Matter is the important word. A job board's definition of relevant is a keyword match. Mine is much more personal: the right kind of role, at a company I'd actually want to work for, in a place I can actually work from, posted recently enough that I have a real shot, without vague red flags buried in the fine print. That's not something a generic search box can express. It's something only I can define — so I built the tool around my definition, not a platform's.
Instead of opening ten tabs each morning, the system delivers one message: a short, ranked list of postings that cleared that bar. Some days there's nothing — and that's a perfectly honest answer. Most days there are a handful, each with a plain-English note on why it made the list. No scrolling. No noise. No wondering whether you already saw this one three days ago under a slightly different title.
Why This Feels Different From "Just Another Job Alert"
I'd tried job-board email alerts before. They're the same problem wearing a lighter coat — you still get the noise, just delivered rather than searched for. The difference with building your own system is that you set the bar, and the bar can be as specific and personal as the situation demands. It can care about things a job board's filters were never built to express: the difference between a title that sounds right and a role that actually is, or between "posted recently" and "posted so long ago the position is probably filled."
There's also something quietly satisfying about not being inside the feed anymore. Job boards, like most modern platforms, are built to keep you scrolling. The moment you build your own filter in front of one, you stop being the product being engaged and start being the person the system works for. That's a small shift, but it doesn't feel small day to day.
The Bigger Idea: Software for an Audience of One
None of this required anything exotic. It's the kind of project that's become genuinely possible for one person to build in their spare time — not a startup, not a product for market, just a tool sized exactly to one problem I actually had. That's a bigger trend worth naming: most software is built for millions of people at once, which means it's necessarily generic. The tools that quietly make your own life better are often the ones built for an audience of exactly one.
I don't think everyone needs to learn to code to benefit from this idea. But it is worth asking, the next time some repetitive digital chore is eating your evenings: is this a search problem, or is it a filtering problem wearing a search problem's clothes? Because the tools to build your own filter are increasingly within reach — and the value of not doing that chore by hand again tomorrow is worth more than it sounds.
The experiment held up. When the system runs, you're not hunting — you're just informed. That turns out to be a more useful place to operate from.
