High volume, few who fit: how to find signal in the volume
Your job portal brings tons of applications, but few seem to fit. How to find real signal within the volume, without discarding blindly.
“High volume, few who fit” isn’t a portal failure: it’s the normal situation of a vacancy with good reach. The volume is precisely the advantage. What’s missing is signal: a way to tell, within that volume, who comes closest to what you’re looking for. That signal is built by assessing applicants in comparable situations, not by discarding blindly.
High volume is a good sign, not a problem
When a vacancy on elempleo, Zonajobs, Konzerta or Tecoloco gathers hundreds of applications, it’s because the portal is doing its job well: it connects you with a lot of people who want the role. If only a few of those hundreds seem to fit, that’s neither strange nor bad. It’s basic selection statistics: the more candidates, the more chances of finding someone who truly comes close to the profile.
The problem isn’t that “few fit.” The problem is that, looking only at CVs, it’s hard to know which few they are without spending hours reading. You need a way for the volume to sort itself, showing where there’s a higher likelihood of a match.
What “signal” means when we talk about candidates
Signal is information that lets you tell one candidate from another in a comparable way. A CV has information, but little signal: each person writes it differently, highlights what they want and omits what doesn’t suit them. Comparing two CVs is comparing two texts written under different rules.
An assessment generates signal because it puts everyone under the same conditions: the same situations, the same questions, the same response format. With that, the difference between two candidates stops depending on who writes a better CV and starts resting on how each one responded to the same thing.
From noise to signal: how your list changes
When you add an assessment layer on top of the portal’s flow, your applicant list changes in nature:
| Before (volume only) | After (with signal) |
|---|---|
| 300 CVs that look alike | 300 candidates with comparable responses |
| ”They all say the same thing” | Visible differences in identical situations |
| You search blindly for the ones who fit | You start where signal suggests the most overlap |
| Effort is spread evenly | Effort concentrates where it pays off most |
It’s not about the tool choosing for you. It’s about being able to know, within the volume, where to look first to find those “few who fit” without going through the whole list by hand.
The portal brings the flow, the assessment sorts it
The relationship is complementary, not competitive. The portal contributes what it does best: reach and volume. Kokoro connects to that flow —depending on your implementation stage— and adds the layer that turns volume into comparable signal. Together they solve the line this article opens with: high volume stops being a problem when you have a way to find the signal inside it.
And an important reminder: finding signal doesn’t mean closing the door on anyone. Candidates who don’t rank at the top stay in your process; signal only tells you where it’s most efficient to start.
Want to see how assessing before interviewing works?
Free trialIf your vacancy receives a lot of flow and you want to find signal within that volume, you can connect the assessment to the portal you already use in integrations or see how it works in the product.